Research

We promote research and learning experiences in cyber-physical systems, cybersecurity, data sciences, human-centered computing, and scalable architectures and systems. This collaboration allows for a convergence in communication, control and computing that mirrors today’s industry and society. See what we are up to and how we are making an impact through our funded projects and publications.

Funded Projects and Active Grants and Contracts

$6,458,720 Total Awards

2019

Trailer Angle Detection Using Multiple Automotive Radars

PI: Daniel R. Fuhrmann, SAS, ECE
Co-PI: Saeid Nooshabadi, SAS, ECE
Sponsor: Ford Motor Company
Award and Duration: $202,567 / 2 Years
Date Awarded: 1/21/2019

SCC: Community-Based Automated Information for Urban Flooding

PI: Robert Pastel, HCC, CS
Sponsor: Arizona State University, National Science Foundation
Award and Duration: $20,035 / 1 Years
Date Awarded: 2/4/2019

MSB-FRA: Scaling Climate, Connectivity, and Community Structure in Streams

PI: Robert Pastel, HCC, CS
Sponsor: Northern Arizona University, National Science Foundation
Award and Duration: $91,964 / 4 Years
Date Awarded: 2/18/2019

Localization, Tracking, and Classification of On-Ice Underwater Noise Sources Using Machine Learning

PI: Timothy C. Havens, DataS, ECE
Co-PI: Andrew Barnard, ME-EM
Sponsor: United States Department of Defense
Award and Duration: $96,643 / 1 Years
Date Awarded: 2/27/2019

2018

Distributed Array Processing for Aperture Level STAR

PI: Timothy C. Havens, DataS, ECE
Co-PI: Timothy J. Schulz, DataS, ECE
Sponsor: Massachusetts Institute of Technology, United States Department of Defense
Award and Duration: $50,000 / 2 Years
Date Awarded: 1/9/2018

CAREER: Technology Assisted Conversations

PI: Keith D. Vertanen, HCC, CS
Sponsor: National Science Foundation
Award and Duration: $96,108 / 5 Years
Date Awarded: 3/23/2018

Robust Terrain Identification and Path Planning for Autonomous Ground Vehicles in Unstructured Environments

PI: Jeremy P. Bos, DataS, ECE
Co-PI: Darrell L. Robinette, ME-EM
Sponsor: University of Michigan, United States Department of Defense
Award and Duration: $91,964 / 1.5 Years
Date Awarded: 4/12/2018

ThinkTank: Doctoral Consortium at ICAD 2018

PI: Myounghoon Jeon, HCC, CLS
Sponsor: National Science Foundation
Award and Duration: $20,000 / 1 Years
Date Awarded: 4/12/2018

CAREER: System-on-Cloth: A Cloud Manufacturing Framework for Embroidered Wearable Electronics

PI: Ye “Sarah” Sun, CPS, ME-EM
Sponsor: National Science Foundation
Award and Duration: $350,000 / 5 Years
Date Awarded: 5/17/2018

REF-RS: Automatic Speech Recognition using Deep Neural Networks

PI: Keith D. Vertanen, HCC, CS
Sponsor: Michigan Technological University
Award and Duration: $31,268 / 1 Years
Date Awarded: 6/1/2018

Motor Learning as a Sensitive Behavioral Marker of Mild Cognitive Impairment and Early Alzheimer’s Disease

PI: Kevin M. Trewartha, HCC, CLS
Co-PI: Shane T. Mueller, HCC, CLS
Sponsor: US Department of Health & Human Services
Award and Duration: $455,884 / 3 Years
Date Awarded: 6/25/2018

FoMR: Collaborative Research: Dependent ILP: Dynamic Hoisting and Eager Scheduling of Dependent Instructions

PI: Soner Onder, SAS, CS
Sponsor: National Science Foundation
Award and Duration: $214,868 / 3 Years
Date Awarded: 8/22/2018

Algorithms for Look-Down Infrared Target Exploitation

PI: Timothy C. Havens, DataS, ECE
Sponsor: Signature Research, United States Department of Defense
Award and Duration: $40,000 / 1 Years
Date Awarded: 12/17/2018

2017

Imaging Theory and Mitigation in Extreme Turbulence-Induced Anisoplanatism

PI: Jeremy P. Bos, DataS, ECE
Sponsor: United States Department of Defense
Award and Duration: $361,550 / 3 Years
Date Awarded: 4/21/2017

Understanding and Mitigating Triboelectric Artifacts in Wearable Electronics by Synergic Approaches

PI: Ye “Sarah” Sun, CPS, ME-EM
Co-PI: Shiyan Hu
Sponsor: National Science Foundation
Award and Duration: $330,504 / 3 Years
Date Awarded: 6/15/2017

DARPA XAI

PI: Shane T. Mueller, HCC, CLS
Sponsor: Florida Institute for Human and Machine Cognition, United States Department of Defense
Award and Duration: $147,727 / 4 Years
Date Awarded: 6/16/2017

SHF: SMALL: Collaborative Research: Improving Reliability of In-Memory Storage

PI: Jianhui Yue, SAS, CS
Sponsor: National Science Foundation
Award and Duration: $176,876 / 2 Years
Date Awarded: 7/14/2017

Collaborative Research: ACI-CDS&E: Highly Parallel Algorithms and Architectures for Convex Optimization for Realtime Embedded Systems (CORES)

PI: Saeid Nooshabadi, SAS, ECE
Sponsor: National Science Foundation
Award and Duration: $349,988 / 3 Years
Date Awarded: 8/24/2017

Developing Anisotropic Media for Transformation Optics by Using Dielectric Photonic Crystals

PI: Elena Semouchkina, CPS, ECE
Sponsor: National Science Foundation
Award and Duration: $337,217 / 3 Years
Date Awarded: 8/24/2017

CPS: Medium: Collaborative Research: An Actuarial Framework of Cyber Risk Management for Power Grids

PI: Chee-Wooi Ten, CPS, ECE
Co-PI: Yeonwoo Rho, Math
Sponsor: National Science Foundation
Award and Duration: $348,866 / 3 Years
Date Awarded: 8/30/2017

The Development and Assessment of Advanced Cybersecurity Curriculum

PI: Yu Cai, CyberS, SoT
Co-PI: Kedmon N. Hungwe, CLS
Sponsor: United States Department of Defense
Award and Duration: $322,002 / 2 Years
Date Awarded: 9/14/2017

2016

SHF: Small: Scalable Spectral Sparsification of Graph Laplacians and Integrated Circuits

PI: Zhuo Feng, SAS, ECE
Sponsor: National Science Foundation
Award amd Duration: $450,000 / 3 Years
Date Awarded: 6/10/2016

CSR: Small: Effective Sampling-Based Miss Ratio Curves: Theory and Practice

PI: Zhenlin Wang, SAS, CS
Sponsor: National Science Foundation
Award and Duration: $390,876 / 3 Years
Date Awarded: 8/8/2016

XPS: Full: FP:Collaborative Research: Sphinx: Combining Data and Instruction Level Parallelism through Demand Driven Execution of Imperative Programs

PI: Soner Onder, SAS, CS
Sponsor: National Science Foundation
Award and Duration: $15,876 / 4 Years
Date Awarded: 8/18/2016

Packetized Energy Management: Coordinating Transmission and Distribution

PI: Sumit Paudyal, CPS, ECE
Sponsor: University of Vermont, United States Department of Energy
Award and Duration: $351,339 / 3 Years
Date Awarded: 8/29/2016

2015

XPS:FULL:FP: Collaborative Research: Sphinx: Combining Data & Instruction Level Parallelism through Demand Driven Execution of Control Flow Programs

PI: Soner Onder, SAS, CS
Sponsor: National Science Foundation
Award and Duration: $560,000 / 4 Years
Date Awarded: 7/20/2015

EDU: Collaborative: VACCS-Visualization and Analysis for C Code Security

PI: Jean Mayo, CyberS, CS
Co-PI: Ching-Kuang Shene, CS
Sponsor: National Science Foundation
Award and Duration: $130,001 / 4 Years
Date Awarded: 9/8/2015

2014

CAREER: Leveraging Heterogeneous Manycore Systems for Scalable Modeling, Simulation and Verification of Nanoscale Integrated Circuits

PI: Zhuo Feng, SAS, ECE
Sponsor: National Science Foundation
Award and Duration: $400,000 / 5 Years
Date Awarded: 5/9/2014

Current Publications

Center for Cyber-Physical Systems

Conference Presentations

Liu, Z., “Deep Learning with Convolutional Neural Network for the Stability Analysis of Geosystems,” Machine Learning in Science and Engineering Conf., June 6-8, 2018, Pittsburgh, PA.
Liu, Z., “Heat Transfer in Large-Scale Mine-Water-Geologic-Formation Systems for Geothermal Energy Applications,” Great Lakes SedHeat Geothermal Incubator Workshop, National Science Foundation, Case Western Reserve University, Feb. 2018, Cleveland, OH.
Liu, Z., “Development of Prediction Model and Decision Support Tool for Seasonal Load Restrictions in Michigan,” Transportation Research Board Annual Conf., Technical Committee AFP50, Jan. 7-11, 2018, Washington D. C.
Liu, Z., “Development of Prediction Model and Decision Support Tool for Seasonal Load Restrictions in Michigan,” ASCE Conf. on Technical Advancement (ASCE), Sep. 10-13, 2017, Duluth, MN.
Semouchkina, E., “A Road to Optical Cloaking Using Transformation Media Built from Photonic Crystals,” 1st Int’l Conf. on Optics, Photonics, and Lasers (OPAL’ 2018), May 9-11, 2018, Barcelona, Spain.
Semouchkina, Elena, “From Microwaves to Optics: All-Dielectric Solutions for Coordinate Transformation-Based Devices,” Proc. of Int’l NGC 2017 Symposium: Nano and Giga Challenges in Electronics, Photonics and Renewable Energy, Sep. 18-22, 2017, Tomsk, Russia.
Semouchkina, E., S. Jamilan, G.B. Semouchkin, “A Road to Optical Cloaking Using Transformation Media Built from Photonic Crystals,” Proc. of 1st Int’l Conf. on Optics, Photonics, and Lasers (OPAL), May 9-11, 2018, Barcelona, Spain.
Wang, Z., “Experimental Study of Under-Ice Acoustic Communications,” Naval Future Force Science and Technology Expo, July 20-21, 2017, Washington, DC.
Zekavat, S. A., “An Introduction to Space Solar Power,” IEEE Int’l Conf. on Wireless for Space and Extreme Environments (WISEE), Oct. 10-12, 2017, Montreal Canada.
Zhang, K., “A comprehensive overview of improving traffic flow observability using UAVs as mobile sensors,” Transportation Research Board Annual Meeting, Jan. 7, 2018, Washington, D.C.
Zhang, K., S. Zhao, “A data-driven dynamic route choice model under uncertainty using connected vehicle trajectory data,” Transportation Research Board Annual Meeting, Jan. 7, 2018, Washington, DC.
Zhang, K., S. Zhao, “A data-driven Model Predictive Control framework for robust Cooperative Adaptive Cruise Control using mobile sensing data,” Transportation Research Board Annual Meeting, Jan. 7, 2018, Washington, DC.

Books

Liu, Zhen, Multiphysics in Porous Materials, Springer, 2018.
Shi, X., Z. Liu, J. Liu, Editors, Proc. of GeoShanghai 2018 Int’l Conf., Transportation Geotechnics and Pavement Engineering, Springer, 2018.

Book Chapters

Almassalkhi, M, L.D. Espinosa, P.D.H. Hines, J. Frolik, S. Paudyal, M. Amini, “Asynchronous Coordination of Distributed Energy Resources with Packetized Energy Management,” Energy Markets and Responsive Grids, Springer, 2018.

Reports

Brooks, Colin, R. Dobson, David Banach, Thomas Oommen, Kuilin Zhang, Amlan Mukherjee, Tim Havens, Tess Ahborn, R. Escobar-Wolf, Shuaidong Zhao, Qinjie Lyu, N. Marion, “Implementation of Unmanned Aerial Vehicles (UAVs) for Assessment of Transportation Infrastructure-Phase II, Final Report,” For Michigan Dept. of Transportation. May 2018.

Journal Articles

Almassalkhi, M., L.D. Espinosa, P. Hines, J. Frolik, S. Paudyal, M. Amini, “Asynchronous Coordination of Distributed Energy Resources with Packetized Energy Management,” Energy Markets and Responsive Grids, June 2018.
Bertozzi, Massimo, B. Chen, Primo Zingaretti, “Introduction to the Special Issue on Applications of Mechatronic and Embedded Systems (MESA) in ITS,” IEEE Transactions on Intelligent Transportation Systems, 19(2), Feb. 2018.
Chen, Bo, Darrell Robinette, Mahdi Shahbakhti, Kuilin Zhang, Jeffrey Donald Naber, Jeremy J Worm, Christopher Pinnow, Christopher James Morgan, “Connected Vehicles and Powertrain Optimization,” ASME Mechanical Engineering, 139(9), Sep. 2017.
Gandji, Navid, George Boris Semouchkin, Elena Semouchkina, “All-dielectric metamaterials: irrelevance of negative refraction to overlapped Mie resonances,” Journal of Physics D: Applied Physics, 50(45), Sep. 2017.
Jafari, Mehdi, Antonio Gauchia Babe, Shuaidong Zhao, Kuilin Zhang, Lucia Gauchia Babe, “Electric Vehicle Battery Cycle Aging Evaluation in Real-World Daily Driving and Vehicle-to-Grid Services,” IEEE Transactions on Transportation Electrification, 4(1), Mar. 2018.
Jamilan, Saeid, George Boris Semouchkin, Navid Gandji, Elena Semouchkina, “Spatial dispersion of index components required for building invisibility cloak medium from photonic crystals,” Journal of Optics, 20(4), Mar. 2018.
Jia, D., J. Chao, S. Li, H. Zhang, Y. Yan, T. Liu, Y. Sun, “A Fiber Bragg Grating sensor for radial artery pulse waveform measurement,” IEEE Transactions on Biomedical Engineering, 65(4), Apr. 2018.
Li, Xian, Ye Sun, “WearETE: A Scalable Wearable E-Textile Triboelectric Energy Harvesting System for Human Motion Scavenging,” Sensors, 17(11), Nov. 2017.
Liu, Weixing, Dagong Jia, Ye Sun, “An Optical Fiber Based Data-Driven Method for Human Skin Temperature 3D Mapping,” IEEE Journal of Biomedical and Health Informatics, July 2018.
Misra, R., S. Paudyal, O. Ceylan, P. Mandal, “Harmonic Distortion Minimization in Power Grids with Wind and Electric Vehicles,” Energies, 10(7), July 2017.
Razmara, M., G. Bharati, D. Hanover, M. Shahbakhti, S. Paudyal, R.D. Robinett, III, “Building-to-grid predictive power flow control for demand response and demand flexibility programs,” Applied Energy, 203, Oct. 2017.
Razmara, M., G.R. Bharati, M. Shahbakhti, S. Paudyal, R.D. Robinett, “Bilevel optimization framework for smart building-to-grid systems,” IEEE Transactions on Smart Grid, 9(2), Mar. 2018.
Schneider, K. P., B. Mather, B. C. Pal, C. W. Ten, G. Shirek, H. Zhu, J. Fuller, J. L. R. Pereira, L. Ochoa, L. Araujo, R. Duncan, Stifter, M., S. Paudyal, T. McDermott, B. Kersting, “Analytic considerations and design basis for the IEEE distribution test feeders,” IEEE Transactions on Power Systems, 33 (3), May 2018.
Tang, J., Z. Hu, P. Zhang. “Identification of Bruised Apples Using a 3-D Multi-order Local Binary Patterns Based Feature Extraction Algorithm,” IEEE Access, Feb. 2018.
Wang, C., Z. Wang, W. Sun, D.R. Fuhrmann, “Reinforcement learning-based adaptive transmission in time-varying underwater acoustic channels,” IEEE Access, 6, Dec. 2017.
Wang, J., G.R. Bharati, S. Paudyal, O. Ceylan, B. Bhattarai, “Coordinated Electric Vehicle Charging with Reactive Power Support to Distribution Grids,” IEEE Transactions on Industrial Informatics, 33(3), May 2018.
Zekavat, S.A., A. Aghdaei, “Novel Low Latency, High Resolution and Lo- Cost Time Synchronization,” IET Wireless Sensor Systems, 7(6), Dec. 2017.
Zhang, C., Z. Liu, Y. Dong, “Effects of adsorptive water on the rupture of nanoscale liquid bridges,” Applied Clay Science, 146, Sep. 2017.
Zhang, C., Z. Liu, “Freezing of water confined in porous materials: Role of adsorption and unfreezable threshold,” Acta Geotechnica, 13(5), Feb. 2018.
Zhang, C., Z. Liu, P. Deng, “Using molecular dynamics to unravel phase composition behavior of nano-size pores in frozen soils: Does young-Laplace equation apply in low temperature range?” Canadian Geotechnical Journal, 55(8), Jan. 2018.
Zhao, S., K. Zhang, “Observing individual dynamic choices of activity chains from location-based crowdsourced data,” Transportation Research Part C: Emerging Technologies, 85, Dec. 2017.

Conference Proceedings

Cao, C., L. Wang, B. Chen, J.D. Harper, T.P. Bohn, D.S. Dobrzynski, K.S. Hardy, “Real-Time Modeling to Enable Hardware-in-the-Loop Simulation of Plug-in Electric Vehicle-Grid Interaction,” Proc. of ASME/IEEE Int’l Conf. on Mechatronic and Embedded Systems and Applications (MESA), Aug. 6-9, 2017, Cleveland, OH.
Ceylan, O., S. Paudyal, B.P. Bhattarai, K. Myers, “Photovoltaic hosting capacity of feeders with reactive power control and tap changers,” Proc. of IEEE PES Innovative Smart Grid Technologies Conf. Europe (ISGT-Europe), Sep. 26-29, 2017, Torino, Italy.
Ceylan, O., S. Paudyal, S. Dahal, N.R Karki, “Assessment of harmonic distortion on distribution feeders with electric vehicles and residential PVs,” Proc. of IEEE 7th Int’l Conf. on Power Systems (ICPS), Dec. 21-23, 2017, Pune, India.
Dahal, S., S. Paudyal, R. Martin, “Impact of lightning strikes on substation grounding systems,” Proc. of Australasian Universities Power Engineering Conf. (AUPEC), Nov. 27-30, 2017, Auckland, NZ.
Hu, Z., J. Tang, P. Zhang, B. Patlolla, “Identification of bruised apples using deep learning and 3-D near-infrared imaging,” Proc. of Int’l Conf. on Pattern Recognition and Artificial Intelligence (ICPRAI), May 14-17, 2018, Montreal, Canada.
Huang, H., S. Hu, Y. Sun, “Energy-efficient ECG compression in wearable body sensor network by leveraging empirical mode decomposition,” Proc. of 2018 IEEE EMBS Int’l Conf. on Biomedical and Health Informatics (BHI), Mar. 4-7, 2018, Las Vegas, NV.
Lyu, Q., K. Zhang, “A best-case Rosenthal Equilibrium based coordination mechanism for n-person online routing games of connected and automated vehicles,” 98th Transportation Research Board Annual Meeting, Jan 7-11, 2018.
Paudyal, S., O. Ceylan, B. Bhattarai, K. Myers, “Optimal coordinated EV charging with reactive power support in constrained distribution grids,” Proc. of IEEE Power and Energy Society General Meeting (PESGM), July 16-20, 2017, Chicago, IL.
Sun, W., C. Wang, Z. Wang, M. Song, “Estimation of the Under-Ice Acoustic Field in AUV Communication Networks,” Proc. of Int’l Conf. on Underwater Networks and Systems, Nov. 6-8, 2017, Halifax, Canada.
Tang, J., Z. Wang, L. Lei, “Book title recognition for smart library with deep learning,” Proc. of SPIE Commercial and Scientific Sensing and Imaging Conf., Apr. 15-19, 2018, Orlando, FL.
Tural, S., O. Ceylan, S. Paudyal, “Optimal voltage control in distribution feeders with large penetration of wind,” Proc. of 52nd Int’l Universities Power Engineering Conf. (UPEC), Aug. 28-31, 2017, Crete, Greece.
Wei, L., Y. Tang, Y. Cao, Z. Wang, M. Gerla, “Exploring Simulation of Software-Defined Underwater Wireless Networks,” Proc. of Int’l Conf. on Underwater Networks and Systems, Nov. 6-8, 2017, Halifax, Canada.
Yellajosula, J.R.A.K, N. Sharma, S. Paudyal, B. Mork, M. Sundararaman, “Hardware Implementation of R-GOOSE for Wide-Area Protection and Coordination,” Proc. of IEEE/PES Transmission and Distribution Conf. and Exposition (T&D), Apr. 16-19, 2018, Denver, CO.
Zhao, S., K. Zhang, “A data-driven Model Predictive Control framework for robust Cooperative Adaptive Cruise Control using mobile sensing data,” Proc. of 98th Transportation Research Board Annual Meeting, Jan 7-11, 2018, Washington, DC.
Zhao, S., K. Zhang, “A data-driven optimization based model predictive control for real-time Eco approach and departure at signalized intersections under uncertain traffic conditions,” Proc. of 98th Transportation Research Board Annual Meeting, Jan 7-11, 2018.
Zhao, S., K. Zhang, “A data-driven dynamic route choice model under uncertainty using connected vehicle trajectory data,” Proc. of Transportation Research Board Annual Meeting, Jan 7-11, 2018.
Z., S., K. Zhang, Colin Brooks, David Miller Banach, Samuel Tang Aden, “A comprehensive overview of improving traffic flow observability using UAVs as mobile sensors,” Proc. of 98th Transportation Research Board Annual Meeting, Jan 7-11, 2018.

Center for Cybersecurity

Books

Chen, Bo, Solid State Storage: Principle, Architecture and Data Security, 2017.

Book Chapters

Chen, Bo, Reza Curtmola, Jun Dai, “Auditable Version Control Systems in Untrusted Public Clouds,” Software Architectures for Cloud and Big Data, Elsevier, 353-366, 2017.
Zhong, Chen, John Yen, P. Liu, Rob F Erbacher, Christopher Garneau, B. Chen, “Studying Analysts’ Data Triage Operations in Cyber Defense Situational Analysis,” Theory and Models for Cyber Situation Awareness, Springer, 128-169, 2017.

Conference Attendance

Chen, B., IEEE Conf. on Communications and Network Security (IEEE CNS), May 30-June 1, 2018, Beijing, China.
Chen, B., IEEE Symposium on Security and Privacy, May 21-23, 2018, San Francisco, CA.
Hembroff, G., Sixth IEEE Int’l Conf. on Healthcare Informatics (ICHI), June 4-7, 2018, New York, NY.

Conference Presentations

Wall, J., M. Buche, “Integrating Outcome Oriented Policy in Information Security Policies: An Examination of Security Perceptions, Motivations, and Intentions,” Dewald Roode Security Workshop on Information Systems Security, Oct. 6-7, 2017, Tampa, FL.
Jia, S., L. Xia, B. Chen, P. Liu, “DEFTL: Implementing Plausibly Deniable Encryption in Flash Translation Layer,” ACM Conf. on Computer and Communications Security (CCS), Oct. 30-Nov. 3, 2017, Dallas, TX.
Meng, X., S. Wang, K. Shu, J. Li, B. Chen, H. Liu, Y. Zhang, “Personalized Privacy-Preserving Social Recommendation,” 32^nd AAAI Conf. on Artificial Intelligence (AAA), Feb. 2-7, 2018, New Orleans, LA.

Journal Articles

Cai, Y., “A Virtual Machine Placement Algorithm with Energy-efficiency in Cloud Computing,” Int’l Journal of Green Computing, 8(2), 2017.
Cai, Y., M. Schultz, B. Downey, “Alternative Energy Powered Computer Lab and Green Technology on Campus,” The Technology Interface Int’l Journal, 18(1), 2017.
Chang, B., Y. Cheng, B. Chen, F. Zhang, W.T. Zhu, Y. Li, Z. Wang, “User-Friendly Deniable Storage for Mobile Devices,” Elsevier Computers and Security, 72, Jan. 2018.
Chen, B., R. Curtmola, “Remote Data Integrity Checking with Server-Side Repair,“Journal of Computer Security, 25(6), Aug. 2017.
Matos, M. A., I. C. F. Barboza, M. V. A. R. Ferraz, G. Hembroff, “Michigan Hand Outcomes Questionnaire for the Evaluation of Patients with Mucopolysaccharidosis.” Bulletin of the Hospital for Joint Disease, 76(2), June 2018.
Wall, C. Wagner, P. Lowry, “Proposing the Core Contributor Withdrawal Theory (CCWT) to Understand Core Contributor Withdrawal from Online Peer-Production Communities,” Internet Research, 28(4), 2018.
Wall, J. D., R. Singh, “The Organization Man and the Innovator: Theoretical archetypes to inform behavioral information security research,” The Data Base for Advances in Information Systems, 49(S1), Apr. 2018.
Wall, J.D., R. Singh, “Contextualized Meaning Extraction: A Meta-algorithm for Big Data Text Mining with Pragmatics,” Int’l Journal of Organizational and Collective Intelligence 7(3), July 2017.
Zhang, Q., S. Jia, B. Chang, B. Chen, “Ensuring Data Confidentiality via Plausibly Deniable Encryption and Secure Deletion – A Survey,” Cybersecurity, 1(1), 2018.

Conference Proceedings

Cai, Y., “Teaching Directory Services: Topics, Challenges, and Experiences,” Proc. of 125th American Society for Engineering Education Conf. (ASEE), Jun. 24-27, 2018, Salt Lake City, UT.
Cai, Y., T.O. Arney, “Cybersecurity Should be Taught Top-Down and Case-Driven,” Proc. of 18th ACM Conf. on Information Technology Education (SIGITE), Oct. 4-7, 2017, Rochester, NY.
Chang, B., F. Zhang, B. Chen, Y. Li, W.T. Zhu, Y. Tian, Z. Wang, A. Ching, “MobiCeal: Towards Secure and Practical Plausibly Deniable Encryption on Mobile Devices,” Proc. of the 48th IEEE/IFIP Int’l Conf. on Dependable Systems and Networks (DSN), June 25-28, 2018, Luxembourg City, Luxembourg.
Guan, L., S. Jia, B. Chen, F. Zhang, B. Luo, J.L., P. Liu, X. Xing, L. Xia, “Supporting Transparent Snapshot for Bare-metal Malware Analysis on Mobile Devices,” Proc. of the 2017 Annual Computer Security Applications Conf. (ACSAC), Dec. 3-7, 2017, Orlando, FL.
Jia, S., L. Xia, B. Chen, P. Liu, “DEFTL: Implementing Plausibly Deniable Encryption in Flash Translation Layer,” Proc. of the ACM Conf. on Computer and Communications Security (CCS), Oct. 30-Nov. 3, 2017, Dallas, TX.
Mayo, J., M. Wang, C.-K. Shene, S. Carr, C. Wang, “UNIXvisual: A Visualization Tool for Teaching UNIX Permissions,” Proc. of ACM Conf. on Innovation and Technology in Computer Science Education, July 3-5, 2017, Bologna, Italy.
Meng, X., S. Wang, K. Shu, J. Li, B. Chen, H. Liu, Y. Zhang, “Personalized Privacy-Preserving Social Recommendation,” Proc. of the AAAI Conf. on Artificial Intelligence (AAAI), Feb. 2-7, 2018, New Orleans, LA.
Miranda, A., S. Goldsmith, “Cyber-Physical Risk Management for a Photovoltaic (PV) Plant,” Proc. of 51st Int’l Carnahan Conf. on Security Technology, Oct. 23-26, 2017, Madrid, Spain.
Osman, S.E., G. Hembroff, M.A. Matos, 2018, “A Novel Kinect-Based Algorithm for Inferring the Position of the Lower Body Joints Using Human Gait Pattern,” Proc. of the IEEE Int’l Conf. on Healthcare Informatics (ICHI), June 4-7, 2018, New York, NY.
Subedi, K.P., D.R. Budhathoki, B. Chen, D. Dasgupta, “RDS3: Ransomware Defense Strategy by Using Stealthily Spare Space,” Proc. of IEEE Symposium Series on Computational Intelligence (SSCI), Nov. 27-Dec. 1, 2017, Honolulu, HI.
Wu, D., Z. Xu, B. Chen, Y. Zhang, “Towards Access Control for Network Coding-based Named Data Networking,” Proc. of IEEE Global Communications Conf. (GLOBECOM), Dec. 4-8, 2017, Singapore.
Xu, H., F. Xu, B. Chen, “Internet Protocol Cameras with No Password Protection: An Empirical Investigation,” Proc. of 2018 Passive and Active Measurement Conf. (PAM), Mar. 26-27, 2018, Berlin, Germany.
Xu, Z., B. Chen, X. Meng, L. Liu, “Towards Efficient Detection of Sybil Attacks in Location-based Social Networks,” Proc. of IEEE Symposium Series on Computational Intelligence (SSCI), Nov. 27-Dec. 1, 2017, Honolulu, HI.

Center for Data Sciences

Book Chapters

Escobar-Wolf, R., E.H. Bouali, T. Oommen, “Risk Assessment,” Encyclopedia of Engineering Geology, Springer, 758-761, 2017.
Oommen, T., “Liquefaction,” Encyclopedia of Engineering Geology, 591-592, 2017.
Oommen, T., “Surveying,” Encyclopedia of Engineering Geology, 896-897, 2017.
Rouleau, M.D., “ForestSim: An Agent-Based Simulation for Bioenergy Sustainability Assessment,” Advances in Complex Societal, Environmental and Engineered Systems, 1 ed., 2017.
Sajinkumar, K.S., T. Oommen, “Photogrammetry,” Encycl. of Engineering Geology, Springer, 713-714, 2017.

Reports

Oommen, T., R. Coffman, K.S. Sajinkumar, C.L. Vishnu, “Geotechnical impacts of August 2018 floods of Kerala, India,” NSF-GEER Report no: 058, 2018.
Oommen, T., R. Escobar-Wolf, R. Shuchman, M. Battaglia, S. Aden, “Transport risk mitigation investment plan for B2B and Salang Pass roads, Afghanistan,” Deliverable-World Bank, 2017.
Shuchman, R., T. Oommen, R. Escobar-Wolf, M. Battaglia, S. Aden, “User manual for the Afghanistan transportation geohazard mitigation and investment decision support system,” Deliverable-World Bank, 2017.

Abstracts and Conference Presentations

Addison, P., T. Oommen, “A machine learning approach to burn severity estimation using radar sensors,” Meeting of the Association of Environmental and Engineering Geologists, Sep. 10-17, 2017, Colorado Springs, CO.
Anderson, E., N. Bird, C. Lucca, Z. Fleming, J.S. Gierke, T. Oommen, “Slope stability analysis in the vicinity of the Enguri hydroelectric dam, Republic of Georgia,” 60th Annual Meeting of the Association of Environmental and Engineering Geologists, Sep. 10-17, 2017, Colorado Springs, CO.
Anderson, E., T. Oommen, P. Addison, “Utilizing a simplified hydrology model to map fire-induced debris flow travel paths,” 60th Annual Meeting of the Association of Environmental and Engineering Geologists, Sep. 10-17, 2017, Colorado Springs, CO.
Bouali, E.H., T. Oommen, K.S. Sajinkumar, R. Escobar-Wolf, “Satellite InSAR as an initial health assessment tool for dams and reservoirs,” United States Society on Dams Conf. and Exhibition, Apr. 30-May 4, 2018, Miami, FL.
Bouali, E.H., T. Oommen, R. Escobar-Wolf, “Landslide life-cycle monitoring and failure prediction using satellite remote sensing,” Eos Trans. AGU, Fall Meet. Suppl., Dec. 11-15, 2017, New Orleans, LA.
Bouali, E.H., T. Oommen, R. Escobar-Wolf, “Monitoring the Casitas Dam in Ventura County, California with satellite InSAR,” 60th Annual Meeting of the Association of Environmental and Engineering Geologists, Sep. 10-17, 2017, Colorado Springs, CO.
Bouali, E.H., T. Oommen, R. Escobar-Wolf, “Slow landslide identification using InSAR to update the California landslide inventory on the Palos Verdes Peninsula,” GSA Annual Meeting. Oct. 22-25, 2017, Seattle, WA.
Havens, T., “Generating random fuzzy (capacity) measures for data fusion simulations,” IEEE Symposium Series on Computational Intelligence (IEEE SSCI), Nov. 27-Dec. 1, 2017, Honolulu, HI.
Ong , B., “A distributed and incremental SVD algorithm for Agglomerative Data Analysis on Large networks,” Annual Meeting of the Society for Industrial and Applied Mathematics (SIAM’17), July 10-14, 2017, Pittsburgh, PA.
Ong, B., “Waveform Relaxation with Adaptive Pipelining,” Annual Meeting of the Society for Industrial and Applied Mathematics (SIAM’17), July 10-14, 2017, Pittsburgh, PA.
Oommen, T., S. Chatterjee, “Mineral potential in India using Airborne Visible/Infrared Imaging Spectrometer-Next Generation (AVIRIS-NG) data,” Eos Trans. AGU, Fall Meet. Suppl., Dec. 11-15, 2017, New Orleans, LA.
Rouleau, M. D., “Advantages and Limitations of Agent-Based Simulation for Bioenergy Sustainability Assessment and Policy Experimentation from the Perspective of Private Family Forest Owners,” Int’l Symposium on Society and Resource Management (ISSRM), June 17-21, 2018, Salt Lake City, UT.
Wall, J.D., M.W. Buche, “Integrating Outcome Oriented Policy in Information Security Policies: An Examination of Security Perceptions, Motivations, Intentions,” Dewald Roode Workshop on Information Systems Security Research, Oct. 6-7, 2017, Tampa, FL.
Weidner, L., T. Oommen, R. Escobar-Wolf, K.S. Sajinkumar, “Comparison of two physically-based regional landslide susceptibility models in Kerala, India,” 60th Annual Meeting of the Association of Environmental and Engineering Geologists, Sep. 10-17, 2017, Colorado Springs, CO.
Zwissler, B., E. Seagren, T. Oommen, S. Vitton, “Development of methodology for laboratory simulation of cold-weather fugitive dust events at mine tailings impoundments and mitigation methods,” ASCE Congress on Technical Advancement, Sep. 10-13, 2017, Duluth, MN.

Journal Articles

Armstrong, D.J., C.K. Riemenschneider, M.W. Buche, K. Armstrong, “Mitigating Turnover Intentions: Are all IT Workers Warriors?” AIS Transactions on Replication Research, 4(10), 2018.
Bialas, J., T. Oommen, U. Rebbapragada,
Bos, J.P., V.S. Gudimetla, J.A. Schmidt, “Differential Piston Phase Variance in Non-Kolomogorov Atmospheres,” Journal of the Optical Society of America A (JOSAA), 34(8), Aug. 2017.
Bouali, E.H., T. Oommen, R. Escobar-Wolf, “Mapping of slow landslides on the Palos Verdes Peninsula using the California Landslide Inventory and persistent scatterer interferometry,” Landslides, 15(3), Mar. 2018.
Buikema, N.D., B. Zwissler, E. Seagren, T. Oommen, S. Vitton, “Stabilization of iron mine tailings through biocalcification,” Environmental Geotechnics, 5(2), Apr. 2018.
Dalman, M.D., M.W. Buche, J. Min, “The Differential Influence of Identification on Ethical Judgment: The Mediating Role of Brand Love,” Journal of Business Ethics, Dec. 2017.
Deilamsalehy, H. T.C. Havens, “Fuzzy adaptive extended Kalman filter for robust 3D pose estimation,” Int. J. Intelligent Unmanned Systems, 6(2), Apr. 2018.
Deilamsalehy, H., T.C. Havens, P. Lautala, E. Medici, J. Davis, “An automatic method for detecting sliding railway wheels and hot bearings using thermal imagery,” J. Rail and Rapid Transit, 231(6), July 2017.
Escobar-Wolf, R., T. Oommen, C.N. Brooks, R. Dobson, T. Ahlborn, “Unmanned aerial vehicle (UAV)-based assessment of concrete bridge deck delamination using thermal and visible camera sensors: a preliminary analysis,” Research in Nondestructive Evaluation, 2017.
Frank, J., U. Rebbapragada, J. Bialas, T. Oommen, T. Havens, “Effect of label noise on the machine-learned classification of earthquake damage,” Remote Sensing, 9(8), Aug. 2017.
Gunasekara, C., K. Zhang, W. Deng, L. Brown H. Wei, “TGMI: an efficient algorithm for identifying pathway regulators through evaluation of triple-gene mutual interaction,” Nucleic Acids Res., 46(11), June 2018.
Hu, X., T. Oommen, Z. Lu, T. Wang, J. Kim, “Consolidation settlement of Salt Lake County tailings impoundment revealed by time-series InSAR observations from multiple radar satellites,” Remote Sensing of Environment, 202, Dec. 2017.
Kern, A., P. Addison., T. Oommen, S. Salazar, R. Coffman, “Machine learning based predictive modeling of debris flow probability following wildfire in the intermountain Western United States,” Mathematical Geosciences, 49(6), 717-735, Aug. 2017.
Keyport, R.N., T. Oommen, T.R. Martha, K.S. Sajinkumar, J.S. Gierke, “A comparative analysis of pixel-and object-based detection of landslides from very high-resolution images,” Int’l Journal of Applied Earth Observation and Geoinformation, 64, Feb. 2018.
Liu, Z., J. Zhu, X, Yang, H. Wu, Q. Wei, H. Wei, H. Zhang, “Growth performance, ion organ-level relations and osmotic regulation of Elaeagnus angustifolia in response to salt stress,” PloS ONE, 13(1), Jan. 2018.
Lu, T., L. Liu, M. Wei, Y. Liu, Z. Qu, C. Yang, H. Wei, Z. Wei, “The effect of poplar PsnGS1 overexpression on growth and secondary cell wall and fibre characteristics in tobacco,” Frontier of Plant Science, 9(9), Jan. 2018.
Naidu, S., K.S. Sajinkumar, T. Oommen, V.J. Anuja, R.A. Samuel, C. Muraleedharan, “Early warning system for shallow landslides using rainfall threshold and slope stability analysis,” Geoscience Frontiers, 9(6), Nov. 2017.
Nuchitprasitchai, S., M.C. Roggemann, J.M. Pearce, “Factors effecting real-time optical monitoring of fused filament 3D printing,” Progress in Additive Manufacturing, 2(3), Sep. 2017.
Nuchitprasitchai, Siranee, M.C. Roggemann, J.M. Pearce, “Three Hundred and Sixty Degree Real-Time Monitoring of 3-D Printing Using Computer Analysis of Two Camera Views,” Journal of Manufacturing and Materials Processing, 1(1), 2, July 2017.
Oats, R.C., R. Escobar-Wolf, T. Oommen, “A novel application of photogrammetry for retaining wall assessment,” Infrastructures, 2(3), 10, Aug. 2017.
Ong, B., B. Mandal, “Pipeline Implementations of Neumann-Neumann and Dirichlet-Neumann Waveform Relaxation Methods,” Numerical Algorithms, 78(1), 1-20, May 2018.
Oommen, T., Cobin P., J.S. Gierke, K.S. Sajinkumar, “Significance of variable selection and scaling issues for probabilistic modeling of rainfall-induced landslide susceptibility,” Spatial Information Research, 26(1), Feb. 2018.
Pinar, A.J., J. Rice, L. Hu, D.T. Anderson, T.C. Havens, “Efficient multiple kernel classification using feature and decision level fusion,” IEEE Trans. Fuzzy Systems, 25(6), CIS Publication Spotlight, December 2017.
Pinar, A.J., T.C. Havens, “Efficient Multiple Kernel Classification Using Feature and Decision Level Fusion,” IEEE Transactions on Fuzzy Systems, 25(6), Dec. 2017.
Pinar, A.J., T.C. Havens, “Measures of the Shapley Index for Learning Lower Complexity Fuzzy Integrals in Granular Computing,” Granular Computing, 2(4), Dec. 2017.
Pischke, E. C, M.D. Rouleau, K.E Halvorsen, “Public perceptions toward oil palm cultivation in Tabasco, Mexico,” Biomass and Bioenergy, 112, May 2018.
Riemenschneider, C.K., M.W. Buche, D.J. Armstrong, “He Said, She Said: Communication Theory of Identity and The Challenges Men Face in the IS Workplace,” The Data Base for Advances in Information Systems, 2018.
Rouleau, M.D., T. L Sharik, A.M. Wellstead, S. Whitens, Enrollment Decision-Making in U.S. Forestry and Related Natural Resource Programs,” Natural Sciences Education, 46, July 2017.
Schulz, T.J., “Piston alignment for a segmented-aperture imaging system by using piston-sweep phasing,” Optics Letters, 42(15), Aug. 2017.
Sweidan, H.I., T.C. Havens, “Sensor relocation for improved target tracking,” IET Wireless Sensor Systems, 8(2), April 2018.
Tarshizi, E.K., M.W. Buche, B. Inti, R. Chappidi, “Text Mining Methodologies on Report Documents,” project with Data Science graduate students, Transactions of the Society for Mining, Metallurgy, Exploration, Inc., 70(4), 2018.
Wall, J.D., M.W. Buche, “To fear or not to fear? A critical review and analysis of fear appraisals in the information security context,” Communications of the Association for Information Systems, 41(13), 2017
Wei, H., “Construction of a hierarchical gene regulatory network centered around a transcription factor,” Briefing in Bioinformatics, Nov. 2017.
Zwissler, B., T. Oommen, S. Vitton, E. Seagren, “Thermal remote sensing for moisture content monitoring of mine tailings: laboratory study,” Environmental and Engineering Geoscience, 23(4), Nov. 2017.

Conference Proceedings

Ahrawal, U., T. Pinar, C. Wagner, T.C. Havens, D. Soria, J. Garibaldi, “Comparison of fuzzy integral-fuzzy measure based ensemble algorithms with state-of-the-art ensemble algorithms,” Proc. of Int. Conf. on Info. Process. and Management of Uncertainty, June 2018, Cadiz, Spain.
Bos, J.P., “Imaging through turbulence: a light-field approach,” Proc. of Adv. Maui Optical and Space Surveillance Technologies Conf., Sep. 19-22, 2017, Wailea, Maui, HI.
Bouali, E.H., T. Oommen, K.S. Sajinkumar, “Monitoring India’s dams from space: A cost-effective approach using Sentinel-1 radar images,” Proc. of Int’l Dam Safety Conf., Jan. 23-24, 2018, Thiruvananthapuram, India.
Bouali, E.H., T. Oommen, R. Escobar-Wolf, “Structure mapping through spatial and temporal deformation monitoring using persistent scatterer interferometry and geographic information systems,” Proc. of Geotechnical Frontiers Conf., Mar. 13-16, 2017, Orlando, FL.
Byrne, D., N. Önder, Z. Wang, ”mPart: Miss-Ratio Curve Guided Partitioning in Key-Value Stores,” Proc. of ACM SIGPLAN Int’l Symposium on Memory Management (ISMM), June 18, 2018, Philadelphia, PA.
Cummings, I.T., T.J. Schulz, J.P. Doane, T.C. Havens, “An information-theoretic approach to partitioning simultaneous transmit and receive digital phased arrays,” Proc. of the IEEE Radar Conf., April 2018.
Deilamsalehy, H., T.C. Havens, P. Lautala, “Sensor fusion of wayside visible and thermal imagery for rail car wheel and bearing damage detection,” Proc. of Joint Rail Conf., 2017.
Havens, T.C., “Generating random fuzzy (capacity) measures for data fusion simulations,” Proc. of IEEE Symposium Series on Computational Intelligence, Nov. 27-Dec. 1, 2017, Honolulu, HI.
Havens, T.C., A.J. Pinar, “Generating random fuzzy (capacity) measures for data fusion simulations,” Proc. of IEEE Symp.. Series Comp. Intell., Nov. 27-Dec. 1, 2017.
Havens, T.C., C. Wagner, D.T. Anderson, “Efficient modeling and representation of agreement in interval-valued data,” Proc. of the IEEE Int. Conference on Fuzzy Systems, July 9-12, 2017.
Hu, X., Z. Lu, T. Oommen, T. Wang, J. Kim, “Monitoring and modeling tailings impoundment settlement near Great Salt Lake (Utah) using multi-platform time-series InSAR observations,” Proc. of Geoscience and Remote Sensing Symposium (IGARSS), July 23-28, 2017, Fort Worth, TX.
Islam, M.A., D.T. Anderson, X. Du, T.C. Havens, C. Wagner, “Efficient binary fuzzy measure representation and Choquet integral learning,” Proc. of the Int. Conf. on Info. Process and Management of Uncertainty, June11-15, 2018, Cadiz, Spain.
Jafari, M., L.E. Brown, L.A. Gauchia, “Bayesian Framework for EV Battery Capacity Fade Modeling,” Proc. of IEEE Transportation Electrification Conf. and Expo (ITEC), June 13-15, 2018, Long Beach, CA.
Kabir, S., C. Wagner, U. Aickelin, D.T. Anderson, T.C. Havens, “Novel similarity measure for interval-valued data based on their overlapping ratio,” Proc. of the IEEE Int. Conf. Fuzzy Systems, July 9-12, 2017.
Lechner, H., M.S. Rouleau, “Hazard Awareness and Evacuation Decision-Making at Pacaya Volcano,” Proc. of American Geophysical Union Fall Meeting (AGU), Dec. 11-15, 2017, New Orleans, LA.
Sharik, T. L., M.D. Rouleau, A.M. Wellstead, “National Trends in Forestry and Natural Resource Related Degree Programs,” Proc. of Society of American Foresters National Convention (SAF), Nov. 15-19, 2017, Albuquerque, NM.
Liu, J., L.E. Brown, J.W. Dexheimer, S.A. Spooner, “Detection of Weight Data-Entry Errors,” Proc. of American Medical Informatics Association Annual Symposium (AMIA), Nov. 4-8, 2017, Washington, DC.
Ofori, R., M.S. Rouleau, “Using Agent-Based Modeling to Explore the Social, Environment, and Policy Impacts of Seaweed Invasion in the Coastal Communities of Ghana,” Proc. of Int’l Symposium on Society and Resource Management (ISSRM), June 17-21, 2018, Salt Lake City, UT.
Pinar, A.J., T.C. Havens, D.T. Anderson, M.A. Islam, “Visualization and learning of the Choquet integral with limited training data,” Proc. of the IEEE Int. Conf. Fuzzy Systems, July 9-12, 2017.
Sajinkumar, K.S., T. Oommen, “Need for creating landslide atlas of a region,” Proc. of 4^th Indian Landslide Congress, Dec. 8-9, 2017, Mumbai, India.
Tang, Y., C. Ten, L.E. Brown, “Switching reconfiguration of fraud detection within an electrical distribution network,” Proc. of Resilience Week (RWS’17), Sep. 18-22, 2017, Wilmington, DE.
Wagner, C., T.C. Havens, D.T. Anderson, “The arithmetic recursive average as an instance of the recursive weighted power mean,” Proc. of the IEEE Int. Conf. on Fuzzy Systems, July 9-12, 2017, Naples, Italy.

Center for Human-Centered Computing

Conference Presentations and Abstracts

Hosseini Fakhr, M. (Graduate student of M. Jeon), “Robot theater with children for STEAM education,” Human Factors and Ergonomics Society Annual Meeting (HFES), Oct. 9-13, 2017, Austin, TX.
Kelliher, E., M. Peabody, E. Veinott, “Premortem: Evaluating two structured analytic techniques for group brainstorming,” Convention of the Assoc. for Psychological Science (APS), May 24-27, 2018, San Francisco, CA.
Maanika, C., L. Rajesh Kumar, S. J. Elmer, J. J. Durocher, K. M. Trewarth, “Associations between Physical Fitness, Cognitive Functioning, and Motor Learning in Older Adults: A Preliminary Study,” Meeting of the Mich. Physiological Society, June 14-15, 2018, Houghton, MI.
Nelson, B. L., S. T. Mueller, “The Use of Mental Models for Hurricane Prediction and Evacuation Decisions” Society for Judgment and Decision Making Conf., Nov. 10-13, 2017, Vancouver, Canada.
Schreifels, D., S. T. Mueller, “A lightweight hybrid model of visual search and target-based saliency,” Annual Meeting on Object Perception, Attention, and Memory (OPAM XXV), Nov. 8-9, 2017, Vancouver, Canada.
Sergeyev, A., N. Alaraje, S. Kuhl, “Researching for Effective Teaching Methodologies in Industrial Robotics,” 9th Int’l Conf. on Education, E-Business, E-Management, and E-Learning (IC4E), Jan. 11-13, 2018, San Diego, CA.
Sergeyev, A., S. Kuhl, V. V. Druschke, J. Hooker, “Implementation of Robotic Vision into the Simulation Environment,” Int’l Conf. on Engineering and Technology, 2018.
Vasey, Eric (Grad student of M. Jeon), “Development and usability testing of a remote control app for an interactive robot,” Human Factors and Ergonomics Society Annual Meeting (HFES), Oct. 9-13, 2017, Austin, TX.
Veinott, E., K. Roos, “From Dragon Slayer to Problem Solver: Video Games as a Warm-Up for Problem Solving,” Digital Media and Learning Conf., Oct. 4-6, 2017, Irvine, CA.
Vertanen, K. D., “The Impact of Word, Multiple Word, and Sentence Input on Virtual Keyboard Decoding Performance,” ACM Conf. on Human Factors in Computing Systems (CHI), Apr. 21-26, 2018, Montreal, Canada.
Vertanen, K., “Towards Improving Predictive AAC using Crowdsourced Dialogues and Partner Context,” 19th Int’l ACM SIGACCESS Conf. on Computers and Accessibility, Oct. 30-Nov. 1, 2017, Baltimore, MD.

Journal Articles

Burns, R., M. Jeon, C. H. Park, “Robotic Motion Learning Framework to Promote Social Engagement,” Applied Sciences, 8(2), Feb. 2018.
Buschkuehl, M., S.M. Jaeggi, S.T. Mueller, P. Shah, J. Jonides, “Training change detection leads to substantial task-specific improvement,” Journal of Cognitive Enhancement 1(4), Dec. 2017.
González-Giraldo, Y., R. E. González-Reyes, S. T. Mueller, B. J. Piper, A. Adan, D. A. Forero, “Situation Awareness Performance in Healthy Young Adults Is Associated With a Serotonin Transporter Gene Polymorphism,” Psychological Reports, Nov. 10, 2017.
Hoffman, R.R., S.T. Mueller, G. Klein, “Explaining Explanation, Part 2: Empirical Foundations,” IEEE Intelligent Systems, 32(4), Aug. 2017.
Li, B., J. Walker, S.A. Kuhl, “The effects of peripheral vision and light stimulation on distance judgments through HMDs,” ACM Transactions on Applied Perception (TAP), 15(2), Apr.2018.
Mueller, S.T., Y.-Y. Tan, “Cognitive perspectives on opinion dynamics: the role of knowledge in consensus formation, opinion divergence, and group polarization,” Journal of Computational Social Science, 1(1), Jan. 2018.
Yoon, H., J. Park, D. Moon, H. Yoon, F. Gomez, B.F. Spencer, “Visual-inertial Displacement Sensing Using Data Fusion of Vision-Based Displacement with Acceleration,” Structural Control Health Monitoring, Nov. 17, 2017.

Conference Proceedings

Javed, H., M. Jeon, A. Howard, C.-H. Park, “Robot-assisted socio-emotional intervention framework for children with Autism Spectrum Disorder, “Proc. of ACM/IEEE Int’l Conf. on Human-Robot Interaction (HRI2018), March 5-8, 2018, Chicago, IL.
Khan, R., M. Jeon, T. Yoon, “Musical Exercise for people with visual impairments: A preliminary study with the blindfolded,” Proc. of 24th Int’l Conf. on Auditory Display (ICAD), June 10-15, 2018, Houghton, MI.
Muhier, M., P. Lautala, A. Salim, M. Jeon, D. Nelson, A. Dean, “The assessment of driver compliance at highway-rail grade crossings based on naturalistic driving study data,” Proc. of Transportation Research Board 97^th Annual Meeting, Washington, DC, Jan. 7-11, 2018.
Roose, K., E. Veinott, “Roller Coaster Park Manager by Day Problem Solver by Night: Effect of Video Game Play on Problem Solving,” Proc. of the ACM SIGCHI Annual Symp. on Computer-Human Interaction in Play (CHI PLAY),” Oct.15-18, 2017, Amsterdam, Netherlands.
Salim, A., P. Lautala, M. Jeon, D. Nelson, “Using naturalistic driving study data to investigate driver behavior at highway-rail grade crossings,” Proc. of IEEE/ASME Joint Rail Conf. (JRC), Pittsburgh, PA, April 18-20, 2018.
Tislar, K., B. Nelson, M. Peabody, Z. Duford, M. Jeon, “Examining the learnability of auditory displays: Music, earcons, spearcons, and lyricons,” Proc. of Int’l Conf. on Auditory Display (ICAD), June 10-15, 2018, Houghton, MI.
Vasey, E., X. Li, T. Yoon, T., M. Jeon, “A preliminary evaluation of a smart exercise application with wearable sensors,” Adjunct Proc. of Int’l Conf. on Auditory Display (ICAD), June 10-15, 2018, Houghton, MI.
Vertanen, K., C. Fletcher, D. Gaines, J. Gould, P.O. Kristensson, “The Impact of Word, Multiple Word, and Sentence Input on Virtual Keyboard Decoding Performance,” Proc. of the ACM Conf. on Human Factors in Computing Systems, Apr. 21-26, 2018, Montreal, Canada.
Vertanen, K., “Towards Improving Predictive AAC using Crowdsourced Dialogues and Partner Context,” Proc. of the 19th Int’l ACM SIGACCESS Conf. on Computers and Accessibility (ASSETS), Oct. 30-Nov. 1, 2017, Baltimore, MD.

Center for Scalable Architectures and Systems

Conference Presentations

Feng, Z., “Towards Practically-Efficient Spectral Sparsification of Graphs,” SIAM Annual Meeting (AN17) and Carnegie Mellon University, Pittsburgh, PA, July 10-14, 2017.

Journal Articles

Feng, Z., “Similarity-Aware Spectral Sparsification by Edge Filtering,“ arXiv.org, Nov. 2017.
García, J.C., J.A. Montiel-Nelson, S. Nooshabadi, “2V Single Supply CMOS Level–up Shifter for Low Energy Systems,” Journal of Low Power Electronics, 13(4), 580-587, Dec. 2017.
Hajisheykhi, R., A. Ebnenasir, S.S. Kulkarni, “A Theory of Integrating Tamper Evidence with Stabilization, ELSEVIER Science of Computer Programming, 160(1), 93-114, Aug. 2018.
Hu, X., X. Wang, L. Zhou, Y. Luo, Z. Wang, C. Ding, C. Ye, “Fast MRC Modeling for Storage Cache,” ACM Transactions on Storage (TOS), 14(2), May 2018.
Nooshabadi, S.V., C. Jiang, “Multi-level complexity reduction for HEVC multiview coding,” Journal of Real-Time Image Processing, 1-17, Feb. 2018.
Raza, M. A., Z. Iqbal, S.-S. Byun, H. Kang, and H.-N. Lee, “A versatile coexistence decision-making system for efficient TV whitespace sharing among whitespace objects,” Wireless Communications and Mobile Computing, Oct. 2017.
Wang, Y., Z. Feng, “Towards Scalable Spectral Clustering via Spectrum-Preserving Sparsification,” arViv.org, Oct. 2017.
Zhang, Y., Z. Zhao, Z. Feng, “Towards Scalable Spectral Sparsification of Directed Graphs,” arXiv.org, Dec. 2018.
Zhao, Z., Y. Wang, Z. Feng, “Nearly-Linear Time Spectral Graph Reduction for Scalable Graph Partitioning and Data Visualization,” arXiv.org, Dec. 2018.

Conference Proceedings

Byrne, D., N. Önder, Z. Wang, “mPart: Miss-Ratio Curve Guided Partitioning in Key-Value Stores,” Proc. of the Int’l Symposium on Memory Management (ISMM’18), June 18-22, 2018, Philadelphia, PA.
Feng, Z., “Similarity-Aware Spectral Sparsification by Edge Filtering,” Proc. of ACM/IEEE Design Automation Conf. (DAC), June 24-29, 2018, San Francisco, CA.
Hiebel, J., L. Brown, Z. Wang, “Constructing Dynamic Policies for Paging Mode Selection,” Proc. of Int’l Conf. on Parallel Processing (ICPP), Aug. 13-16, 2018, Eugene, OR.
Jin, Z., S. Önder, “A two-phase recovery mechanism,” Proc. of the 32nd Int’l Conf. on Supercomputing (ICS), June 12-15, 2018, Beijing, China.
Jin, Z., S. Önder, “Dynamic Memory Dependence Predication,” Proc. of the 45th Int’l Symposium on Computer Architecture (ISCA), June 2-6, 2018, Los Angeles, CA.
Liu, Y., X. Zhao, M. Jahre, Z. Wang, X. Wang, Y. Luo, L. Eeckhout, “Get Out of the Valley: Power-Efficient Address Mapping for GPUs,” Proc. of Int’l Symp. on Computer Architecture, June 2-6, 2018, Los Angeles, CA.
Liu, Y., X. Zhao, Z. Yu, Z. Wang, X. Wang, Y. Luo, L. Eeckhout, “BACM: Barrier-Aware Cache Management for Irregular Memory-intensive GPGPU Workloads,” Proc. of 2017 Int’l Conf. on Computer Design, Sep. 9-13, 2017, Boston, MA.
Stokes, M., R. Baird, Z. Jin, D. Whalley, S. Önder, “Decoupling Address Generation from Loads and Stores to Improve Data Access Energy Efficiency,” Proc. of ACM SIGPLAN/SIGBED Conf. on Languages, Compilers, and Tools for Embedded Systems (LCTES), June 18-22, 2018, Philadelphia, PA.
Xiang, Y., X. Wang, Z. Huang, Z. Wang, Y. Luo, Z. Wang, “DCAPS: Dynamic Cache Allocation with Partial Sharing,” Proc. of EuroSys Conf. (EuroSys), Apr. 23-26, 2018, Porto, Portugal.
Zhao, Z., Y. Wang, Z. Feng, “AMG: Sparsified Graph Theoretic Algebraic Multigrid for Solving Large Symmetric Diagonally Dominant (SDD) Matrices,” Proc. of IEEE/ACM Int’l Conf. on Computer-Aided Design (ICCAD), Nov. 13-16, 2017, Irvine, CA.
Chen, P., J. Yue, X. Liao, H. Jin, “Simultaneously Optimizing DRAM Cache Latency and Hit Rate”, Proc. of the 35th IEEE Int’l Conf. on Computer Design (ICCD), Nov. 5-8, 2017, Boston, MA.
Liu, Y., X. Zhao, Z. Yu, Z. Wang, X. Wang, Y. Luo, L. Eeckhout, “BACM: Barrier-Aware Cache Management for Irregular Memory-intensive GPGPU Workloads,” Proc. of the 2017 Int’l Conf. on Computer Design (ICCD), Nov. 5-8, 2017, Boston, MA.
Safari, M., A. Ebnenasir, “Locality-Based Relaxation: An Efficient Method for GPU-based Computation of Shortest Paths,” Proc. of the Second IFIP Int’l Conf. on Topics in Theoretical Computer Science (TTCS), Sept. 12-14, 2017, Tehran, Iran.
Zhao, Z., Z. Feng, “A Spectral Graph Sparsification Approach to Scalable Vectorless Power Grid Integrity Verification,” Proc. of 54th ACM/EDAC/IEEE Design Automation Conf. (DAC), June 18-22, 2017, Austin, TX.
Klinkhamer, A., A. Ebnenasir, “Synthesizing Parameterized Self-Stabilizing Rings With Constant-Space Processes,” Proc. of the 7th IPM Int’l Conf. on Fundamentals of Software Engineering (FSEN), April 26-28, 2017, Tehran, Iran.

Archived Publications

2016-2017

Center for Cyber-Physical Systems

Aghdaei, Ali, and Seyed A. Reza Zekavat. “Novel low-latency, high-resolution and low-cost time synchronisation.” IET Wireless Sensor Systems (2017).
Bharati, G. R., and S. Paudyal. “Coordinated control of distribution grid and electric vehicle loads.” Electric Power Systems Research 140 (2016): 761-768.
Bulbul, Rashiduzzaman, Pingal Sapkota, Chee-Wooi Ten, Lingfeng Wang, and Andrew Ginter. “Intrusion evaluation of communication network architectures for power substations.” IEEE Transactions on Power Delivery 30.3 (2015): 1372-1382.
Cao, Chong, Ming Cheng, and Bo Chen. “Optimal scheduling of PEV charging/discharging in microgrids with combined objectives.” Smart Grid and Renewable Energy 7.04 (2016): 115.
Cheng, Ming, and Bo Chen. “The Model Integration and Hardware-in-the-Loop (HiL) Simulation Design for the Analysis of a Power-Split Hybrid Electric Vehicle with Electrochemical Battery Model.” SAE International Journal of Passenger Cars-Electronic and Electrical Systems 10.2017-01-0001 (2017).
Guo, Shuaicheng, Qingli Dai, Xiao Sun, Ye Sun, and Zhen Liu. “Ultrasonic Techniques for Air Void Size Distribution and Property Evaluation in Both Early-Age and Hardened Concrete Samples.” Applied Sciences 7.3 (2017): 290.
Guo, Yonghe, Chee-Wooi Ten, Shiyan Hu, and Wayne W. Weaver. “Preventive maintenance for advanced metering infrastructure against malware propagation.” IEEE Transactions on Smart Grid 7.3 (2016): 1314- 1328.
Jamalabdollahi, Mohsen, and Seyed Reza Zekavat. “High Resolution ToA Estimation via Optimal Waveform Design.” IEEE Transactions on Communications 65.3 (2017): 1207-1218.
Jiang, Ye, Min Jiang, Jian Luo, Zhaohui Gan, and Jinshan Tang. “An interactive image retrieval method.” Systems, Man, and Cybernetics (SMC), 2016 IEEE International Conference on. IEEE, 2016.
Liu, Yang, and Shiyan Hu. “Renewable Energy Pricing Driven Scheduling in Distributed Smart Community Systems.” IEEE Transactions on Parallel and Distributed Systems 28.5 (2017): 1445-1456.
Liu, Yang, Shiyan Hu, and Tsung-Yi Ho. “Leveraging strategic detection techniques for smart home pricing cyberattacks.” IEEE Transactions on Dependable and Secure Computing 13.2 (2016): 220-235.
Li, Xian, and Ye Sun. “NCMB-Button: A Wearable Non-contact System for Long-Term Multiple Biopotential Monitoring.” Connected Health: Applications, Systems and Engineering Technologies (CHASE), 2017 IEEE/ACM International Conference on. IEEE, 2017.
Li, Xian, and Ye Sun. “Design and evaluation of a non-contact wireless biopotential monitoring system with motion artifacts.” Biomedical & Health Informatics (BHI), 2017 IEEE EMBS International Conference on. IEEE, 2017.
Moridian, Barzin, Nina Mahmoudian, Wayne W. Weaver, and Rush D. Robinett. “Postdisaster Electric Power Recovery Using Autonomous Vehicles.” IEEE Transactions on Automation Science and Engineering 14.1 (2017): 62-72.
Razmara, M., G. R. Bharati, Drew Hanover, M. Shahbakhti, S. Paudyal, and R. D. Robinett III. “Buildingto- grid predictive power flow control for demand response and demand flexibility programs.” Applied Energy 203 (2017): 128-141.
Razmara, Meysam, Guna R. Bharati, Mahdi Shahbakhti, Sumit Paudyal, and Rush D. Robinett III. “Bilevel Optimization Framework for Smart Building-to-Grid Systems.” IEEE Transactions on Smart Grid (2016).
Sun, Wensheng, and Zhaohui Wang. “Modeling and prediction of large-scale temporal variation in underwater acoustic channels.” OCEANS 2016-Shanghai. IEEE, 2016.
Zhang, Yichi, Lingfeng Wang, Yingmeng Xiang, and Chee-Wooi Ten. “Power system reliability evaluation with SCADA cybersecurity considerations.” IEEE Transactions on Smart Grid 6.4 (2015): 1707-1721.

Center for Cybersecurity

Arney, Chad A., and Xinli Wang. “Active Snort Rules and the Needs for Computing Resources: Computing Resources Needed to Activate Different Numbers of Snort Rules.” Proceedings of the 5th Annual Conference on Research in Information Technology. ACM, 2016.
Cai, Yu. “Designing A New Cyber Security Course by Dissecting Recent Cyber Breaches,” In Proc. USENIX Summit for Educators in System Administration (SESA), Dec. 2016.
Cui, Huanqing, Minglei Shu, Min Song, and Yinglong Wang. “Parameter Selection and Performance Comparison of Particle Swarm Optimization in Sensor Networks Localization.” Sensors 17.3 (2017): 487.
Hembroff, Guy. “Improving Patient Safety, Health Data Accuracy, and Remote Self-Management of Health Through the Establishment of a Biometric-Based Global UHID.” Studies in health technology and informatics 231 (2016): 42-53.
Hembroff, Guy, and Marcos Almeida Matos. “Bridging the Technology Gap in Health Care: Developing a Model to Better Help Those Who Help Others.” Brazilian Journal of Medicine and Human Health 4.4 (2016).
He, Shuibing, Yuanhua Yang, Xianbin Xu, and Xiaohua Xu. “MGPA: a multi-granularity space preallocation algorithm for object-based storage devices.” International Journal of Embedded Systems 8.2-3 (2016): 237-248.
Jalooli, Ali, Min Song, and Xiaohua Xu. “Delay Efficient Disconnected RSU Placement Algorithm for VANET Safety Applications.” Wireless Communications and Networking Conference (WCNC), 2017 IEEE. IEEE, 2017.
Jiang, Peng, ChunSheng Xin, and Min Song. “Disruption Aware Routing and link Scheduling for cognitive radio networks.” Computing, Networking and Communications (ICNC), 2017 International Conference on. IEEE, 2017.
Ma, Jun, Jun Tao, Jean Mayo, Ching-Kuang Shene, Melissa Keranen, and Chaoli Wang. “AESvisual: A Visualization Tool for the AES Cipher.” Proceedings of the 2016 ACM Conference on Innovation and Technology in Computer Science Education. ACM, 2016.
Paul, Prosanta, ChunSheng Xin, Min Song, and Yanxiao Zhao. “Wideband Spectrum Sensing in Cognitive Radio Networks.” Advances in Computer Communications and Networks: From Green, Mobile, Pervasive Networking to Big Data Computing (2016): 245.
Wall, Jeffrey D., and Rahul Singh. “Contextualized Meaning Extraction: A Meta-Algorithm for Big Data Text Mining with Pragmatics.” International Journal of Organizational and Collective Intelligence (IJOCI) 7.3 (2017): 15-29.
Wang, Man, Jean Mayo, Ching-Kuang Shene, Steve Carr, and Chaoli Wang. “UNIXvisual: A Visualization Tool for Teaching UNIX Permissions.” Proceedings of the 2017 ACM Conference on Innovation and Technology in Computer Science Education. ACM, 2017.
Wang, Zhaohui, Xiaohua Xu, and Chaofeng Wang. “Multi-flow scheduling in multi-hop underwater acoustic networks.” OCEANS 2016-Shanghai. IEEE, 2016.
Xu, Xiaohua, and Min Song. “Approximation algorithms for wireless opportunistic spectrum scheduling in cognitive radio networks.” Computer Communications, IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on. IEEE, 2016.

Center for Data Sciences

Addison, Priscilla, Pasi Lautala, and Thomas Oommen. “Utilizing Vegetation Indices as a Proxy to Characterize the Stability of a Railway Embankment in a Permafrost Region.” (2016).
Anderson, Derek T., Paul Elmore, Fred Petry, and Timothy C.Havens. “Fuzzy Choquet integration of homogeneous possibility and probability distributions.” Information Sciences 363 (2016): 24-39.
Beck, Jeffrey, and Jeremy P. Bos. “Open source acceleration of wave optics simulations on energy efficient high-performance computing platforms.” SPIE Defense+ Security. International Society for Optics and Photonics, 2017.
Bialas, James, Thomas Oommen, Umaa Rebbapragada and Eugene Levin”Object-based classification of earthquake damage from high-resolution optical imagery using machine learning.” Journal of Applied Remote Sensing 10.3 (2016): 036025-036025.
Bos, Jeremy P. “Empirical evaluation of the anisoplanatic bispectrum transfer function for extended objects.” SPIE Optical Engineering+ Applications. International Society for Optics and Photonics, 2016.
Escobar-Wolf, Rüdiger, Thomas Oommen, Colin N. Brooks, Richard J. Dobson, and Theresa M. Ahlborn. “Unmanned Aerial Vehicle (UAV)-Based Assessment of Concrete Bridge Deck Delamination Using Thermal and Visible Camera Sensors: A Preliminary Analysis.” Research in Nondestructive Evaluation (2017): 1-16.
Frank, Jared, Umaa Rebbapragada, James Bialas, Thomas Oommen, and Timothy C. Havens. “Effect of Label Noise on the Machine-Learned Classification of Earthquake Damage.” Remote Sensing 9.8 (2017): 803.
Havens, Timothy C., Christian Wagner, and Derek T. Anderson. “Efficient modeling and representation of agreement in interval-valued data.” Fuzzy Systems (FUZZ-IEEE), 2017 IEEE International Conference on. IEEE, 2017.
Kumar, Dheeraj, James C. Bezdek, Marimuthu Palaniswami, Sutharshan Rajasegarar, Christopher Leckie, and Timothy C. Havens. . “A hybrid approach to clustering in big data.” IEEE transactions on cybernetics 46.10 (2016): 2372-2385.
Kumari, Sapna, Wenping Deng, Chathura Gunasekara, Vincent Chiang, Huann-sheng Chen, Hao Ma, Xin Davis and Hairong Wei. “Bottom-up GGM algorithm for constructing multilayered hierarchical gene regulatory networks that govern biological pathways or processes.” BMC bioinformatics 17.1 (2016): 132.
Ong, Benjamin W., Ronald D. Haynes, and Kyle Ladd. “Algorithm 965: RIDC Methods: A Family of Parallel Time Integrators.” ACM Transactions on Mathematical Software (TOMS) 43.1 (2016): 8.16.
Ong, Benjamin W., Andrew J. Christlieb, and Bryan D. Quaife. “A New Family of Regularized Kernels for the Harmonic Oscillator.” Journal of Scientific Computing 71.3 (2017): 1212-1237.
Pinar, Anthony J., Joseph Rice, Lequn Hu, Derek T. Anderson, Timothy C. Havens. “Efficient multiple kernel classification using feature and decision level fusion.” IEEE Transactions on Fuzzy Systems (2016).
Wagner, Christian, Timothy C. Havens, and Derek T. Anderson. “The arithmetic recursive average as an instance of the recursive weighted power mean.” IEEE Int. Conf. Fuzzy Systems. 2017.
Winikus, Jennifer, and Laura E. Brown. “Representation of Clinical Information in Outpatient Oncology for Prognosis Using Regression.” Advances in Science, Technology and Engineering Systems Journal 1.5 (2016): 16-20.
Yazdanparast, Sakineh, and Timothy C. Havens. “Modularity maximization using completely positive programming.” Physica A: Statistical Mechanics and its Applications 471 (2017): 20-32.

Center for Human-Centered Computing

Barnes, Jaclyn, Maryam FakhrHosseini, Myounghoon Jeon, Chung-Hyuk Park, and Ayanna Howard. “The influence of robot design on acceptance of social robots.” Ubiquitous Robots and Ambient Intelligence (URAI), 2017 14th International Conference on. IEEE, 2017.
Barnes, Jaclyn, Maryam FakhrHosseini, Eric Vasey, Zackery Duford, Joseph Ryan, and Myounghoon Jeon. “Child-Robot Theater: STEAM Education in an Afterschool Program.” Proceedings of the Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction. ACM, 2017.
Csapó, Ádám, György Wersényi, and Myounghoon Jeon. “A Survey on Hardware and Software Solutions for Multimodal Wearable Assistive Devices Targeting the Visually Impaired.” Acta Polytechnica Hungarica 13.5 (2016): 39-63.
Heidi Christensen, François Portet, Thomas Quatieri, Frank Rudzicz, Keith Vertanen. “SLPAT 2016 Workshop on Speech and Language Processing for Assistive Technologies” SLPAT 2016 (2016).
Hoffman, Robert R., Shane T. Mueller, and Gary Klein. “Explaining Explanation, Part 2: Empirical Foundations.” IEEE Intelligent Systems 32.4 (2017): 78-86.
Jeon, Myounghoon, ed. Emotions and Affect in Human Factors and Human-Computer Interaction. Academic Press, 2017.
Jeon, Myounghoon. “Robotic Arts: Current Practices, Potentials, and Implications.” Multimodal Technologies and Interaction 1.2 (2017): 5.
Li, Bochao, Anthony Nordman, James Walker, and Scott A. Kuhl. “The effects of artificially reduced field of view and peripheral frame stimulation on distance judgments in HMDs.” Proceedings of the ACM Symposium on Applied Perception. ACM, 2016.
Perelman, Brandon S., Shane T. Mueller, and Kristin E. Schaefer. “Evaluating path planning in human-robot teams: Quantifying path agreement and mental model congruency.” Cognitive and Computational Aspects of Situation Management (CogSIMA), 2017 IEEE Conference on. IEEE, 2017.
Sergeyev, A., Alaraje, N., Parmar, S., Kuhl, S., Druschke, V. and Hooker, J., “Promoting industrial robotics education by curriculum, robotic simulation software, and advanced robotic workcell development and implementation.” Systems Conference (SysCon), 2017 Annual IEEE International. IEEE, 2017.
Trewartha, Kevin M., and J. Randall Flanagan. “Distinct contributions of explicit and implicit memory processes to weight prediction when lifting objects and judging their weights: an aging study.” Journal of neurophysiology 116.3 (2016): 1128-1136.
Trewartha, Kevin M., and J. Randall Flanagan. “Linking actions and objects: Context-specific learning of novel weight priors.” Cognition 163 (2017): 121-127.
Trutoiu, L., M. Geuss, S. Kuhl, B. Sanders, R. Mantiuk, M. N. Geuss, M. J. McCardell et al. “ACM SIGGRAPH Symposium on Applied Perception.” PLoS ONE 72 (2017): 1890-1902.
Vertanen, Keith. “Counting Fingers: Eyes-Free Text Entry without Touch Location.” Extended Abstracts of the ACM Conference on Human Factors in Computing Systems (CHI 2016, workshop). 2016.
Vertanen, Keith, Mark Dunlop, James Clawson, Per Ola Kristensson, and Ahmed Sabbir Arif. “Inviscid text entry and beyond.” Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems. ACM, 2016.
Walker, James, Bochao Li, Keith Vertanen, and Scott Kuhl. “Efficient Typing on a Visually Occluded Physical Keyboard.” Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems. ACM, 2017.
Yoon, Hyungchul, Vedhus Hoskere, Jong-Woong Park, and Billie F. Spencer. “Cross-Correlation-Based Structural System Identification Using Unmanned Aerial Vehicles.” Sensors 17.9 (2017): 2075.
Yoon, Hyungchul, Hazem Elanwar, Hajin Choi, Mani Golparvar-Fard, and Billie F. Spencer. “Target-free approach for vision-based structural system identification using consumer-grade cameras.” Structural Control and Health Monitoring 23.12 (2016): 1405-1416.

Center for Scalable Architectures and Systems

Bonamy, Paul J., Steve Carr, and Jean Mayo. “Toward a mandatory integrity protection system.” 31st International Conference on Computers and Their Applications, CATA 2016. The International Society for Computers and Their Applications (ISCA), 2016.
Hajisheykhi, Reza, Ali Ebnenasir, and Sandeep S. Kulkarni. “A theory of integrating tamper evidence with stabilization.” Science of Computer Programming (2017).
Hajisheykhi, Reza, Mohammad Roohitavaf, Ali Ebnenasir, and Sandeep Kulkarni. “A framework for verification of SystemC TLM programs with model slicing: A case study.” Design Automation Conference (DAC), 2016 53nd ACM/EDAC/IEEE. IEEE, 2016.
Hajmohammadi, Solmaz, and Saeid Nooshabadi. “Parallel blind deconvolution reconstruction using phase diversity for three-dimensional imaging.” Optical Engineering 56.4 (2017): 043104-043104.
Hu, Linjia, and Saeid Nooshabadi. “Massive parallelization of approximate nearest neighbor search on KDtree for high-dimensional image descriptor matching.” Journal of Visual Communication and Image Representation 44 (2017): 106-115.
Hu, Xiameng, Xiaolin Wang, Lan Zhou, Yingwei Luo, Chen Ding, Song Jiang, and Zhenlin Wang. “Optimizing Locality-Aware Memory Management of Key-Value Caches.” IEEE Transactions on Computers 66.5 (2017): 862-875.
Hu, Xiameng, Xiaolin Wang, Yechen Li, Yingwei Luo, Chen Ding, and Zhenlin Wang. “Optimal Symbiosis and Fair Scheduling in Shared Cache.” IEEE Transactions on Parallel and Distributed Systems 28.4 (2017): 1134-1148.
Jiang, Caoyang, and Saeid Nooshabadi. “A scalable massively parallel motion and disparity estimation scheme for multiview video coding.” IEEE Transactions on Circuits and Systems for Video Technology 26.2 (2016): 346-359.
Jiang, Caoyang, and Saeid Nooshabadi. “Parallel Multiview Video Coding Exploiting Group of Pictures Level Parallelism.” IEEE Transactions on Parallel and Distributed Systems 27.8 (2016): 2316-2328.
Klinkhamer, Alex, and Ali Ebnenasir. “Shadow/Puppet Synthesis: A Stepwise Method for the Design of Self-Stabilization,” IEEE Transactions on Parallel and Distributed Systems, 2016.
Liu, Zhen, Xiong Yu, and Lin Wan. “Capillary rise method for the measurement of the contact angle of soils.” Acta Geotechnica 11.1 (2016): 21-35.
Ma, Jun, Jun Tao, Jean Mayo, Ching-Kuang Shene, Melissa Keranen, and Chaoli Wang. “AESvisual: A Visualization Tool for the AES Cipher.” Proceedings of the 2016 ACM Conference on Innovation and Technology in Computer Science Education. ACM, 2016.
Yamazaki, Ichitaro, Saeid Nooshabadi, Stan Tomov, and Jack Dongarra. “Structure-aware Linear Solver for Realtime Convex Optimization for Embedded Systems.” IEEE Embedded Systems Letters (2017).
Zhang, Chao, Yi Dong, and Zhen Liu. “Lowest matric potential in quartz: Metadynamics evidence.” Geophysical Research Letters 44.4 (2017): 1706-1713.
Zhang, Chao, Zhen Liu, and Peng Deng. “Atomistic- scale investigation of effective stress principle of saturated porous materials by molecular dynamics.” Geophysical Research Letters 43.19 (2016).

2015-2016

Center for Cyber-Physical Systems

Journal Articles

C. Cao, M. Cheng, and B. Chen, “Optimal Scheduling of PEV Charging/Discharging in Microgrids with Combined Objectives,” Smart Grid and Renewable Energy, April 2016.

Conference Proceedings

L. Wang, C. Cao, and B. Chen, “Grid-tied Single-phase Bi-directional PEV Charging/Discharging Control,” SAE 2016 World Congress, Detroit, MI, April 2016.
C. Liu, M. Cheng, B. Chen, A. Champagne, and K. Patel, “Model integration and Hardware-in-the-loop (HiL) simulation design for the testing of Electric Power Steering controllers,” SAE 2016 World Congress, Detroit, MI, April 2016.
S. Joshi and B. Chen, “Modeling and Hardware-In-the-loop Simulation of Power-Split Device for Hybrid Electric Vehicles,” Best Student Paper at 2015 ASME/IEEE International Conference on Mechatronic and Embedded Systems and Applications (MESA2015), Boston, MA, August 2015.
B. Chen, K.S. Hardy, J.D. Harper, T.P. Bohn, and D.S. Dobrzynski, “Towards Standardized Vehicle Grid Integration: Current Status, Challenges, and Next Steps,” 2015 IEEE Transportation Electrification Conference & Expo (ITEC’15), Dearborn, MI, June 2015.
M. Cheng, L. Feng, and B. Chen, “Simulation of Lithium Ion HEV Battery Aging Using Electrochemical Battery Model under Different Driving Cycle and Ambient Temperature Conditions,” SAE 2015 World Congress, Detroit, MI, April 2015.
L. Feng, M. Cheng, and B. Chen, “Predictive Control of a Power-split HEV with Fuel Consumption and SOC Estimation,” SAE 2015 World Congress, Detroit, MI, April 2015.

Journal Articles

Y. Liu, S. Hu, and T. Ho, “Leveraging Strategic Detection Techniques for Smart Home Pricing Cyberattacks,” IEEE Transactions on Dependable and Secure Computing, Accepted for Publication.
Y. Guo, C. Ten, S. Hu, and W. Weaver, “Preventive Maintenance for Advanced Metering Infrastructure Against Malware Propagation,” IEEE Transactions on Smart Grid, Accepted for Publication.
J. Wang, Y. Liu, Y. Zhou, and S. Hu, “Buffering Carbon Nanotube Interconnects Considering Inductive Effects,” Journal of Circuits, Systems and Computers (JCSC), Accepted for Publication.
Y. Liu and S. Hu, “Cyberthreat Analysis and Detection for Energy Theft in Social Networking of Smart Homes,” IEEE Transactions on Computational Social Systems, Accepted for Publication.
B. Yu, K. Yuan, J. Gao, S. Hu, and D.Z. Pan, “EBL Overlapping aware Stencil Planning for MCC System,” ACM Transactions on Design Automation of Electronic Systems, Accepted for Publication.
Wang, L., Hu, S., Betis, G. and Ranjan, R., “A Computing Perspective on Smart City,” IEEE Transactions on Computers, Accepted for Publication.
L. Liu, Y. Liu, L. Wang, A. Zomaya, and S. Hu, “Economical and Balanced Energy Usage in The Smart Home Infrastructure: A Tutorial and New Results,” IEEE Transactions on Emerging Topics in Computing, vol. 3, no. 4, pp. 556-570, December 2015.
Y. Liu, S. Hu, H. Huang, R. Ranjan, A. Zomaya, and L. Wang, “Game Theoretic Market Driven Smart Home Scheduling Considering Energy Balancing,” IEEE Systems Journal, Accepted for Publication.
Y. Zhou, X. Chen, A. Zomaya, L. Wang, and S. Hu, “A Dynamic Programming Algorithm for Leveraging Probabilistic Detection of Energy Theft in Smart Home,” IEEE Transactions on Emerging Topics in Computing, vol 3, no. 4, pp. 502-513, December 2015.
T. Wei, J. Zhou, J. Yan, X. Chen, K. Wu, and S. Hu, “Sharp Corner/Edge Recognition in Domestic Environments Using RGB-D Camera Systems,” IEEE Transactions on Circuits and Systems (II), vol. 62, no. 10, pp. 987-991, October 2015.
X. Chen, L. Wang, A. Zomaya, S. Hu, and L. Liu, “Cloud Computing for VLSI Floorplanning Considering Peak Temperature Reduction,” IEEE Transactions on Emerging Topics in Computing, vol. 3, no. 4, pp. 534-543, December 2015.

Book Chapters

L. Liu, Y. Zhou, and S. Hu, “Timing Driven Buffer Insertion for Carbon Nanotube Interconnects, in the Nano-CMOS and Post-CMOS Electronics: Device and Modelling,” Saraju P. Mohanty and Ashok Srivastava, ed., IET, 2015.
Y. Liu and S. Hu, “Smart Home Scheduling and Cybersecurity: Fundamentals,” Smart Cities and Homes: Key Enabling Technologies, Petros Nicopolitidis and Mohammad S. Obaidat, ed., Elsevier 2016.
Y. Liu, S. Hu, J. Wu, Y. Shi, Y. Jin, Y. Hu, and X. Li, “Smart Home Cybersecurity Considering The Integration of Renewable Energy,” Smart Cities and Homes: Key Enabling Technologies,Petros Nicopolitidis and Mohammad S. Obaidat, ed., Elsevier 2016.
B. Moridian, D. Bennett, N. Mahmoudian, and R. Robinett, “Design of Mobile Microgrid’s Hierarchy for Power Distribution”, Dynamic Systems and Control Conference (DSCC), Columbus, OH, October 28–30, 2015.
B. Moridian, N. Mahmoudian, W. Weaver, and R. Robinett, “Robotic Power Distribution System for Post-Disaster Operations”, IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR), West Lafayette, IN October 18-20, 2015.
S. Ziaee Fard, G. Aramizo Riberio, and N. Mahmoudian, “GUPPIE, Underwater 3D Printed Robot a Game Changer in Control Design Education”, American Control Conference (ACC), Chicago, IL, July 1-3, 2015.
G. Aramizo Riberio, A. Pinar, E. Wilkening, S. Ziaee Fard, and N. Mahmoudian N., “A Multi-level Motion Controller for Low-cost AUVs”, International Conference on Robotics and Automation (ICRA), Seattle, WA, May 25–30, 2015.
S. Paudyal and R. Gokaraju, “Out-of-Step Protection for Multi-Machine Power Systems Using Local Measurements,” 2015 IEEE PowerTech, Eindhoven, The Netherlands.
S. Paudyal and G. R. Bharati, “Hierarchical Approach for Optimal Operation of Distribution Grid and Electric Vehicles,“ 2015 IEEE PowerTech, Eindhoven, The Netherlands.
Y. Wei, S. Paudyal, and B. A. Mork, “Out-of-step Detection Using Zubov’s Approximation Stability Boundaries,” 2015 IEEE PES GM, Colorado, USA.
R. Misra and S. Paudyal, “Analysis and Reduction of Total Harmonic Distortions in Distribution System with Electric Vehicles and Wind Generators,” 2015 IEEE PES GM, Colorado, USA.
M. Rajmara, G. R. Bharati, M. Shahbakhti, S. Paudyal, and R. D. Robinett, “Bidirectional Optimal Operation of Smart Building-to-Grid Systems,” 2015 American Control Conference, Chicago, USA.
S. Paudyal, C. A. Cañizares, and K. Bhattacharya, “Optimal Operation of Industrial Energy Hubs in Smart Grids,” IEEE Trans. Smart Grid, March, 2015.
Y. Sun and X. Yu, Capacitive Biopotential Measurement for Electrophysiological Signal Acquisition: A Review,” IEEE Sensors Journal, Accepted for Publication, 2015.
Z. Li and Y. Sun, “A human naturalistic Interface for chronic disease monitoring,” 2015 IEEEHI-POCT, Bethesda, MD, November 2015.
Y. Sun, “Human-centered lighting system “Human-centric LED lighting system using ubiquitous physiological measurement,” 35th ASME Computers and Information in Engineering Conference, Boston, MA, August 2015.

Books

J. Tang, S. Agaign, and J. Tan (eds), “Electronic Imaging Applications in Mobile Healthcare,”SPIE press, February 2016.

Journal Articles

Z. Hu, X. Zhang, X. Liu, and J. Tang, “Prediction of hot regions in protein-protein interaction by combining density-based incremental clustering with feature-based classification,” Computers in Biology and Medicine, vol. 61, pp. 127-137, 2015.

Conference Papers

Z. Hu and J. Tang, “Detection of fruit bruise based on 3D meshes and machine learning technologies,” SPIE Mobile Multimedia/Image Processing, Security, and Applications, Baltimore, MD, April 2016.
Z. Hu and J. Tang, “A hybrid algorithm for identification of book titles and labels in library using iPhone,” SPIE Mobile Multimedia/Image Processing, Security, and Applications, Baltimore, MD, April 2016.
Z. Hu and J. Tang, “3D cluster-driven trilateral filter for speckle reduction in ultrasound images,” SPIE Mobile Multimedia/Image Processing, Security, and Applications, Baltimore, MD, April 2015.
S. Zhao and K. Zhang, “Observing individual dynamic choices of activity chains from location-based crowdsourced data,” The 95th Annual Meeting of Transportation Research Board, Washington D.C., 2016.
J. Xiong, K. Zhang, Y. Guo, and W. Su, “Investigate the Impacts of PEV Charging Facilities on Integrated Electric Distribution System and Electrified Transportation System,” IEEE Transactions on Transportation Electrification, vol. 1, no. 2, pp. 178-187, August 2015.
A. Gauchia, K. Jafari, K. Zhang, and L. Gauchia, “REV-cycle: A MATLAB-based tool for large-data analysis of real-life driving cycles for electric vehicles,” IEEE Transportation Electrification Conference and Expo (ITEC), Detroit, MI, June 2015.
J. Zhu and K. Zhang, “A Bayesian Adaptive Inference Approach to Estimating Heterogeneous Gap Acceptance Functions,” Transportation Research Board 94th Annual Meeting, Washington, D.C., 2015.
J. Auld, M. Hope, H. Ley, V. Sokolov, B. Xu, and K. Zhang, “POLARIS: Agent-Based Modeling Framework Development and Implementation for Integrated Travel Demand and Network and Operations Simulations,” Transportation Research Board 94th Annual Meeting, Washington, D.C., 2015.
D. Yang and K. Zhang, “Optimizing Multi-Layer Merge-In-Transit Supply Chains,” Transportation Research Board 94th Annual Meeting, Washington, D.C., 2015.

Center for Cybersecurity

E. Troja and S. Bakiras, “Leveraging P2P interactions for efficient location privacy in database-driven dynamic spectrum access,” International Journal of Network Security (IJNS), 17(5):569-579, Sep 2015.
E. Troja and S. Bakiras, “Efficient location privacy for moving clients in database-driven dynamic spectrum access,” in Proc. of IEEE ICCCN, 2015.
X. Xu, and M. Song, “Approximation Algorithms for Wireless Opportunistic Spectrum Scheduling in Cognitive Radio Networks,” to appear in Proc. of IEEE INFOCOM, April 2016.
T. Amin, D. Rawat, and M. Song, “Performance Analysis of Secondary Users in the Presence of Attackers in Cognitive Radio Networks,” Proc. of IEEE GLOBECOM, Dec 2015.
X. Xu, and M. Song, “Delay Efficient Real-time Multicast Scheduling in Multi-hop Wireless Sensor Networks,” Proc. of IEEE GLOBECOM, Dec 2015.
Y. Xiao, MD Anjum, M. Song, X. Xu, and G. Wang, “Optimal Resource Allocation for Delay Constrained Users in Self-coexistence WRAN,” Proc. of IEEE GLOBECOM, Dec 2015.
S. Reddy, I. Cushman, D. Rawat, and M. Song, “Securing Real-time Opportunistic Spectrum Access in Cognitive Networks Against Malicious Secondary Users,” Proc. of International Workshop on Security, Privacy, and Forensics in Wireless Mobile Ad Hoc Networks and Wireless Sensor Networks, Dec 2015.
P. Akula, M. Mahmoud, K. Akkaya, and M. Song, “Privacy-Preserving and Secure Communication Scheme for Power Injection in Smart Grid,” Proc. of IEEE SmartGridComm, Nov 2015.
W. Sun, C. Wang, Z. Wang, and M. Song, “Experimental Comparison between Under-Ice and Open-Water Acoustic Channels,” Proc. of ACM International Conference on Underwater Networks and Systems, Oct 2015.
J. Backens, M. Song, and C. Xin, “A Novel Protocol for Transparent and Simultaneous Spectrum Access between the Secondary User and the Primary User in Cognitive Radio Networks,” Elsevier Computer Communications, vol. 69, pp. 98-106, Sep 2015.
P. Paul, C. Xin, M. Song, and Y. Zhao, “Spectrum Sensing for a Subdivided Band in Cognitive Radio Networks,” Proc. of ICCCN, Aug 2015.
C. Xin, and M. Song, “An Application-Oriented Spectrum Sharing Architecture,” IEEE Transactions on Wireless Communications, vol. 14, no. 5, May 2015.
D. Rawat, T. Amin, and M. Song, “The Impact of Secondary User Mobility and Primary User Activity on Spectrum Sensing in Cognitive Vehicular Networks,” Proc. of International Workshop on Smart Cities and Urban Informatics, in conjunction with IEEE INFOCOM, Apr 2015.
D. Rawat, and M. Song, “Securing Space Communication Systems against Reactive Cognitive Jammer,” Proc. of IEEE WCNC, March 2015.
M. Song, and C. Xin, “Network Radio – A New Paradigm for Improving Spectrum Efficiency,” Insights, Radio Spectrum, March 2015.
C. Xin, and M. Song, “Incentivized Spectrum Co-Access,” Insights, Radio Spectrum, Feb. 2015.
J. Backens, C. Xin, M. Song, and C. Chen, “DSCA: Dynamic Spectrum Co-Access between the Primary Users and the Secondary Users,” IEEE Transactions on Vehicular Technology, vol. 64, no. 2, Feb 2015.
J. Wall, P.B. Lowry, and J.B. Barlow, “Organizational violations of externally governed privacy and security rules: Explaining and predicting selective violations under conditions of strain and excess,” Journal of the Association for Information Systems, vol. 17, no. 1, pp. 39-76, 2016.
J. Wall, B.C. Stahl, and A.F. Salam, “Critical discourse analysis as a review methodology: An empirical example,” Communications of the Association for Information Systems, vol. 37, no. 1, pp. 257-285, 2015.
Y. Bai and X. Wang, “Teaching offensive security in a virtual environment,” Journal of Computing Sciences in Colleges ACM, New York, NY, vol. 31, no. 1, pp. 140-142, 2015.
X. Wang, Y. Bai, and L. Hu, “Certification with Multiple Signatures,” Proceedings of the 4th Annual ACM Conference on Research in Information Technology ACM, pp. 13-18, New York, NY, 2015.
X. Wang, Y. Bai, and G.C. Hembroff, “Hands-on Exercises for IT Security Education,” Proceedings of the 16th Annual Conference on Information Technology Education ACM, pp. 161-166, New York, NY, 2015.
X. Wang, Y. Bai, and L. Hu, “Domain Based Certification and Revocation,” Proceedings of the 2015 International Conference on Security and Management, pp. 272-278, Athens, GA, 2015.
X. Xu and M. Song, “Approximation Algorithms for Wireless Opportunistic Spectrum Scheduling in Cognitive Radio Networks,” in Proc. of IEEE INFOCOM, 2016.
S. He, Y. Yang, X. Xu, and X. Xu, “MGPA: A Multi-Granularity Space Preallocation Algorithm for Object-Based Storage Devices,” International Journal of Embedded Systems, to appear.
X. Xu and M. Song, “Delay Efficient Real-time Multicast Scheduling in Multi-hop Wireless Sensor Networks, in Proc. of IEEE GlobeCom, 2015.
Y. Zhao, M. N. Anjum, M. Song, X. Xu, and G. Wang, “Optimal Resource Allocation for Delay Constrained Users in Self-coexistence WRAN,” in Proc. of IEEE GlobeCom, 2015.
P. Wan and X. Xu, “Weighted Restless Multi-armed Bandit and its Applications,” in Proc. of IEEE ICDCS, 2015.

Center for Data Sciences

I.P. Brown, L.E. Brown, and G.Y. Sizov, “Impact of Interior Permanent Magnet Rotor Design on Signal Injection Based Sensorless Control and Power Conversion,” IEEE Transactions on Industry Applications, Accepted for Publication, 2015.
A. Kantamneni, L.E. Brown, G. Parker, and W.W. Weaver, “Survey of multi-agent systems for microgrid control,” Engineering Applications of Artificial Intelligence, vol. 45, pp. 192 – 203, 2015.
W. Kuang, L.E. Brown, and Z. Wang, “Modeling Cross-Architecture Co-Tenancy Performance Interference,” In 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, pp. 231-240, 2015.
W. Kuang, L.E. Brown, and Z. Wang, “Transfer Learning-Based Co-Run Scheduling for Heterogeneous Datacenters,” In Proceedings of National Conference on Artificial Intelligence (AAAI), pp. 4247-4248, 2015.
Mari M.W. Buche, “Micro-Firm IT Shops: Update on Unique Challenges and Opportunities”, Tenth Annual Midwest AIS Conference, Pittsburg, KS, May 2015.
C. Demars, M. Roggemann, and T.C. Havens, “Multi-spectral detection and tracking of multiple moving targets in cluttered urban environments,” Optical Engineering, vol. 54, no. 12, 2015.
D. Kumar, J.C. Bezdek, M. Palaniswami, S. Rajasegarar, C. Leckie, and T.C. Havens, “A hybrid approach to clustering in big data,” IEEE Transactions Systems, Man, and Cybernetics, Accepted for publication, 2015.
T.C. Havens, D.T. Anderson, and C. Wagner, “Data-informed fuzzy measures for fuzzy integration of intervals and fuzzy numbers,” IEEE Transactions Fuzzy Systems, vol. 23, no. 5, pp. 1861-1875, 2015.
J. Su and T.C. Havens, “Quadratic program-based modularity maximization for fuzzy community detection in social networks,” IEEE Transactions Fuzzy Systems, vol. 23, no. 5, pp. 1356-1371, 2015.
A.J. Pinar, B. Wijnen, G.C. Anzalone, T.C. Havens, P.G. Sanders, and J.M. Pearce, “Low-cost open-source voltage and current monitor for gas metal arc weld 3-D printing,” J. Sensors, 2015.
C. Wagner, S. Miller, J.M. Garibaldi, D.T. Anderson, and T.C. Havens, “From interval-valued data to general type-2 fuzzy sets,” IEEE Transactions Fuzzy Systems, vol. 23, no. 2, pp. 248-269, 2015.
L. Tomlin, D.T. Anderson, C. Wagner, T.C. Havens, and J.M. Keller, “Fuzzy integral for rule aggregation in fuzzy inference systems,” Int. Conf. Info. Proc. and Management of Uncertainty, Accepted, 2015.
H. Deilamsalehy, T.C. Havens, and P. Lautala, “Detection of sliding wheels and hot bearings using wayside thermal cameras,” Proc. Joint Rail Conference, Accepted, 2016.
M.A. Islam, D.T. Anderson, and T.C. Havens, “Multi-criteria based learning of the Choquet integral using goal programming,” Proc. NAFIPS, 1-6, 2015.
T. Adeyeba, D.T. Anderson, and T.C. Havens , “Insights and characterizations of l1-norm based sparsity learning of a lexicographically encoded capacity vector for the Choquet integral,” Proc. IEEE Int. Conf. Fuzzy Systems, 1-7, 2015.
A. Pinar, T.C. Havens, D.T. Anderson, and L. Hu, “Feature and decision level fusion using multiple kernel learning and fuzzy integrals,” Proc. IEEE Int. Conf. Fuzzy Systems, 1-7, 2015.
H. Deilamsalehy, T.C. Havens, and P. Lautala, “Automatic method for detecting and categorizing train car wheel and bearing defects,” Proc. Joint Rail Conference, 2015.
A. Pinar, T.C. Havens, J. Rice, M. Masarik, J. Burns, and B. Thelen, “A comparison of robust principal component analysis techniques for buried object detection in downward looking GPR and EMI sensor data,” SPIE DSS, Accepted.
J. Rice, A. Pinar, T.C. Havens, and T.J. Schulz, “Spatiotemporal features for buried hazard detection,” SPIE DSS, Accepted.
A. Webb, T.C. Havens, and T.J. Schulz, “Spectral diversity for ground clutter mitigation in forward-looking GPR,” SPIE DSS, Accepted.
M.P. Masarik, J. Burns, B.T. Thelen, J. Kelly, and T.C. Havens, “Enhanced buried UXO detection via GPR/EMI data fusion,” SPIE DSS, Accepted.
S.R. Price, B. Murray, L. Hu, D.T. Anderson, T.C. Havens, R.H. Luke, and J.M. Keller, “Multiple kernel based feature and decision level fusion of iECO features for forward looking EHD in infrared imagery,” SPIE DSS, Accepted.
J.L. Dowdy, D.T. Anderson, R.H. Luke, J.E. Ball, T.C. Havens, and J.M. Keller, “Fusion of spatial frequency domain features using GAMKLp for side-attack explosive ballistic detection in synthetic aperture acoustics,” SPIE DSS, Accepted.
S.R. Price, D.T. Anderson, and T.C. Havens, “Fusion of iECO image descriptors for buried explosive hazard detection in forward-looking infrared imagery,” Proc. SPIE, vol. 9454, May 2015.
J. Becker, T.C. Havens, A. Pinar, and T.J. Schulz, “Deep belief networks for false alarm rejection in forward-looking ground-penetrating radar,” Proc. SPIE, vol. 9454, May 2015.
M.P. Masarik, J. Burns, B.T. Thelen, and T.C. Havens, “GPR anomaly detection with robust principal component analysis,” Proc. SPIE, vol. 9454, May 2015.
A. Webb, T.C. Havens, and T.J. Schulz, “An apodization approach for processing forward-looking GPR for explosive hazard detection,” Proc. SPIE, vol. 9454, May 2015.
A. Pinar, M. Masarik, J. Kelly, T.C. Havens, J. Burns, B. Thelen, and J. Becker, “Approach to explosive hazard detection using sensor fusion and multiple kernel learning with downward-looking GPR and EMI sensor data,” Proc. SPIE, vol. 9454, May 2015.
C. Brooks, R.J. Dobson, D.M. Banach, D. Dean, T. Oommen, R.E. Wolf, T.C. Havens, T.M. Ahlborn, B. Hart, “Evaluating the use of unmanned aerial vehicles for transportation purposes,” Technical Report RC-1616, Michigan Dept. of Transportation, April 2015.
T.C. Havens, D.T. Anderson, K. Stone, J. Becker, and A.J. Pinar, “Computational Intelligence in Forward Looking Explosive Hazard Detection In R. Abielmona et al. (Eds.),” Recent Advances in Computational Intelligence in Defense and Security, pp. 13-44, Berlin: Springer, April 2015.
B.W. Ong, R.H. Haynes, K. Ladd, “Algorithm xxx: RIDC Methods – A Family of Parallel Time Integrators,” arXiv.org, 2015.
A.J. Christlieb, C.B. Macdonald, B.W. Ong, R.J. Spiteri, “Revisionist Integral Deferred Correction with Adaptive Stepsize Control,” Communications in Applied Mathematics and Computational Science, vol. 10, no. 1, pp. 1-25, 2015.
S. Kumari, W. Deng, C. Gunasekara, V. Chiang, H.S. Chen, H. Ma, X. Davis, and H. Wei, “Bottom-up GGM algorithm for constructing multilayered hierarchical gene regulatory networks that govern biological pathways or processes,” BMC Bioinformatics 2016, vol. 17, no.132, 2016.
M. Dash, Y. Yordan, S. Kumari, T. Georgieva, H. Wei and V. Busov, “A system biology approach identifies new regulators of poplar root development under low nitrogen,” Plant Journal, vol. 84, no. 2, pp. 335-346, 2015.

Center for Human-Centered Computing

Journals

M. Jeon, T.M. Gable, B.K. Davison, M. Nees, J. Wilson, and B.N. Walker, “Menu navigation with in-vehicle technologies: Auditory menu cues improve dual task performance, preference, and workload,” International Journal of Human-Computer Interaction, vol. 31, no. 1, pp. 1-16, 2015.
M. Jeon, B.N. Walker, and T.M. Gable, “The effects of social interactions with in-vehicle agents on a driver’s angry level, driving performance, situation awareness, and perceived workload,” Applied Ergonomics, vol. 50, pp. 185-199, 2015.
M. Jeon, “Towards affect-integrated driving behavior research,” Theoretical Issues in Ergonomics Science, vol. 16, no. 6, pp. 553-585, 2015.
Jeon, M., “Auditory user interface design: practical evaluation methods and case studies,” The International Journal of Design in Society, vol. 8, no. 2, pp. 1-16, 2015.

Conference Proceedings

M. Jeon, M. Jafari, and L. Gauchia, “Behavior change for optimal battery performance and aging of electric vehicles,” Proceedings of the Workshop on “Where are we bound for, Persuasion in Transport Applications” at the 11th International Conference on Persuasive Technology, Salzburg, Austria, April 2016.
A. Riener, M. Jeon, P. Frolich, and A. Meschtscherjakov, “Persuasion in Transport Applications,” Adjunct Proceedings of the 11th International Conference on Persuasive Technology, Salzburg, Austria, April 2016.
M. Jeon, S.M. FakhrHosseini, J. Barnes, Z. Duford, R. Zhang, J. Ryan, and E. Vasey, “Making live theatre with multiple robots as actors: Bringing robots to rural schools to promote STEAM education for underserved students,” Proceedings of the 11th ACM/IEEE International Conference on Human-Robot Interaction (HRI2016), New Zealand, March 2016.
H.J. Kim, J.W. Lee, A. Rennie, R. Beville, C.H. Park, M. Jeon, and A. Howard, “Interactive robotic framework for multi-sensory therapy for children with Autism Spectrum Disorder,” Proceedings of the 11th ACM/IEEE International Conference on Human-Robot Interaction (HRI2016), New Zealand, March 2016.
R. Beville, C.H. Park, M. Jeon, and A. Howard, “Multisensory robotic therapy to promote natural emotional interaction for children with ASD,” Abstract and Video in Videos Track of the 11th ACM/IEEE International Conference on Human-Robot Interaction (HRI2016), New Zealand, March 2016.
S. Landry, M. Jeon, P. Lautala, and D. Nelson, “Getting active with passive crossings: Investigating the use of in-vehicle auditory alerts for highway-rail grade crossings,” Proceedings of the 2016 IEEE/ASME Joint Rail Conference (JRC2016), Columbia, SC, April 2016.
M. Jeon, “UX challenges and opportunities of autonomous vehicles regarding driving styles and automation levels,” Adjunct Proceedings of the 3rd Workshop on User Experience of Autonomous Driving at the 7th ACM International Conference on Automotive User Interfaces and Vehicular Applications (AutomotiveUI’15), Nottingham, UK, September 2015.
S.M. FakhrHosseini, M. Jeon, and R. Bose, “Estimation of drivers’ emotional states based on neuroergonmic equipment: An exploratory study using fNIRS,” Proceedings of the 7th ACM International Conference on Automotive User Interfaces and Vehicular Applications (AutomotiveUI’15), Nottingham, UK, September 2015.
M. Jeon, P. Bazilinksyy, J. Hammerschmidt, T. Hermann, S. Landry, K.A. Wolf, et al., “Report on the in-vehicle auditory interactions workshop: Taxonomy, challenges, and approaches,” Adjunct Proceedings of the Workshop on Practical Experiences in Measuring and Modeling Drivers and Driver-Vehicle Interactions at the 7th ACM International Conference on Automotive User Interfaces and Vehicular Applications (AutomotiveUI’15), Nottingham, UK, September 2015.
A. Meschtscherjakov, M. Tscheligi, D. Szostak, R. Ratan, R. McCall, I. Politis, S. Krome, A. Riener, M. Jeon, and J. Terken, “The 3rd workshop on user experience of autonomous driving,” Proceedings of the 7th ACM International Conference on Automotive User Interfaces and Vehicular Applications (AutomotiveUI’15), Nottingham, UK, September 2015.
A. Riener, I. Alvarez, M. Jeon, L. Chuang, W. Ju, B. Pfleging, and Chiesa, M., “Workshop on practical experiences in measuring and modeling drivers and driver-vehicle interactions,” Proceedings of the 7th ACM International Conference on Automotive User Interfaces and Vehicular Applications (AutomotiveUI’15), Nottingham, UK, September 2015.
C.H. Park, M. Jeon, and A. Howard, “Robotic framework with multi-modal perception for physio-musical interactive therapy for children with autism,” Proceedings of the Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), Providence, USA, August 2015.
M. Jeon et al., “Proceedings of the “in-vehicle auditory interactions” workshop,” The 21st International Conference on Auditory Display (ICAD2015), Graz, Austria, July 2015.
S.M. FakhrHosseini, P. Kirby, and M. Jeon, “Regulating drivers’ aggressiveness by sonifying emotional data,” Proceedings of the 21st International Conference on Auditory Display (ICAD2015), Graz, Austria, July 2015.
S. Landry, J. Croschere, and M. Jeon, “Subjective assessment of in-vehicle auditory warnings for rail grade crossings,” Proceedings of the 21st International Conference on Auditory Display (ICAD2015), Graz, Austria, July 2015.
M. Jeon, “Exploration of semiotics of new auditory displays: A comparative analysis with visual displays,” Proceedings of the 21st International Conference on Auditory Display (ICAD2015), Graz, Austria, July 2015.
M. Jeon, J.H. Lee, J. Sterkenburg, and C. Plummer, “Cultural differences in preference of auditory emoticons: USA and South Korea,” Proceedings of the 21st International Conference on Auditory Display (ICAD2015), Graz, Austria, July 2015.
J. Xu, E. Montague, J. Gratch, P. Hancock, M. Jeon, and M.S. Pfaff, “Advances of Research in Affective Processes in Communication and Collaboration. Invited Discussion Panel,” Proceedings of the Human Factors and Ergonomics Society International Annual Meeting (HFES2015), Los Angeles, CA, October 2015.
T.M. Gable, B.N. Walker, C.L. Baldwin, M. Jeon, A.L. Kun, and B. Mehler, “Collection and analysis of physiological measures in driving research. Invited Discussion Panel,” Proceedings of the Human Factors and Ergonomics Society International Annual Meeting (HFES2015), Los Angeles, CA, October 2015.
M. Jeon, “What to teach in HCI?: How to educate HCI students to envision the future of human beings, not the future of technology,” Proceedings of the Human Factors and Ergonomics Society International Annual Meeting (HFES2015), Los Angeles, CA, October 2015.
M. Jeon, “Lessons from emotional driving research,” Proceedings of the 19th Triennnial Congress of the International Ergonomics Association, Melbourne, Australia, August 2015.
H. Khalid, M. Helander, P. Hancock, M. Jeon, R. Seva, and R. Brudere, “Affective design and EQUID: Emotional and ergonomic quality in product design and development,” Proceedings of the 19th Triennnial Congress of the International Ergonomics Association, Melbourne, Australia, August 2015.
H.J. Kim, T. Azad, C.H. Park, M. Jeon, and A.M. Howard, “Towards physio-musical interactive robotic therapy for children with autism,” Proceedings of the Workshop on Rehabilitation Robotics and Human-Robot Interaction, 2015 IEEE International Conference on Robotics and Automation (ICRA 2015), Seattle, WA, May 2015.
M. Jeon, “Embarrassment as a divergent thinking process for creative arts in the immersive virtual environment,” Proceedings of the workshop on “Embarrassing Interactions”, ACM SIGCHI Conference on Human Factors in Computing Systems (CHI’15), Seoul, Korea, April 2015.
M. Jeon, “Auditory user interface design: Practical evaluation methods and design process case studies,” Proceedings of the 9th International Conference on Design Principles and Practices, Chicago, IL, March 2015.
R. Zhang, M. Jeon, C.H. Park, and M.H. Ayanna, “Robotic sonification for promoting emotional and social interactions of children with ASD,” Proceedings of the 10th ACM/IEEE International Conference on Human-Robot Interaction (HRI2015), Portland, USA, March 2015.
C.H. Park, N. Pai, J. Bakthavatchalam, Y. Li, M. Jeon and M.H. Ayanna, “Robotic framework for music-based emotional and social engagement with children with autism,” Proceedings of Workshop on Artificial Intelligence Applied to Assistive Technologies and Smart Environment, the 29th AAAI Conference on Artificial Intelligence (AAAI-15), Austin, TX, 2015.
S.M. Fakhrhosseini, M. Jeon, P. Lautala, and D. Nelson, “An investigation on driver behaviors and eye-movement patterns at grade crossings,” Proceedings of the IEEE/ASME Joint Rail Conference (JRC2015), San Jose, CA, March 2015.

Book Chapters

A. Riener, M. Jeon, and A. Ferscha, “Human-car confluence: “Socially-inspired driving mechanisms,” In A. Gaggioli, A. Ferscha, G. Riva, S. Dunne, and I. Viaud-Delmon (Eds.), Human-Computer Confluence: Advancing our Understanding of the Emerging Symbiotic Relation between Humans and Computing Devices, Versita, In press.
M. Jeon, S. Landry, D.J. Ryan, and J.W. Walker, “Technologies expand aesthetic dimensions: Visualization and sonification of embodied penwald drawings,” In A. L. Brooks, E. Ayiter, and O. Yazicigil (Eds.), Arts and Technology. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (LNICST), vol. 145, pp. 69-76, Springer International Publishing, 2015.
M. Jeon and J. Croschere, “Sorry, I’m late; I’m not in the mood: Negative emotions lengthen driving time,” In D. Harris (Ed.), EPCE 2015, LNAI 9174, pp. 1-8, Springer International Publishing Switzerland, 2015.
Y. Sun and M. Jeon, “Lyricons (Lyrics + Earcons) improve identification performance of auditory cues,” In A. Marcus (Ed.), Design, user experience and usability (DUXU): Users and interactions, Part II HCII 2015, LNCS 9187, pp. 382-389, Springer International Publishing, Switzerland, 2015.
M. Jeon, R. Zhang, W. Lehman, S.M. Fakhrhosseini, J. Barnes, and C.H. Park, “Development and evaluation of emotional robots for children with autism spectrum disorders,” HCI International 2015 – Posters’ Extended Abstracts. Communications in Computer and Information Science, vol. 528, pp. 372-376, 2015.
J. Walker, M.T. Smith, and M. Jeon, “Interactive sonification markup language (ISML) for efficient motion-sound mappings,” In M. Kurosu (Ed.), Human-Computer Interaction: Interaction Technologies, Part II, HCII 2015, LNCS 9170, pp. 1-10, Springer International Publishing Switzerland, 2015.

Conference Papers

B. Li, R. Zhang, A. Nordman, and S. Kuhl, “The effects of minification and display field of view on distance judgments in real and HMD-based environments,” Proc. ACM Symposium on Applied Perception, pp. 55—58, 2015.
R. Zhang, J. Walker, and S. Kuhl, “The effects of minification and display field of view on distance judgments in real and HMD-based environments,” Proc. ACM Symposium on Applied Perception, Poster, 2015.
A. Sergeyev, N. Alaraje, S. Kuhl, M. Meyer, M. Kinney, and M. Highum, “Innovative Curriculum Model Development in Robotics Education to Meet 21st Century Workforce Needs,” ASEE Zone III Meeting, 2015.
B. Li, R. Zhang, A. Nordman, S. Kuhl, “The effects of minification and display field of view on distance judgments in real and HMD-based environments,” Proc. ACM Symposium on Applied Perception, pp 55–58, 2015.
B.J. Piper, S.T. Mueller, A.R. Geerken, K.L. Dixon, G. Kroliczak, J.K. Miller, “Reliability and validity of neurobehavioral function on the Psychology Experimental Building Language test battery in young-adults,” PeerJ, 2016.
S.T. Mueller, B.S. Perelman, Y. Tan, and K. Thanasuan, K., “Development of the PEBL Traveling Salesman Problem Task: A Normative Data set and Brief Assessment Inventory,” Journal of Problem Solving, vol. 8, issue 8, article 4, 2015.
S.T. Mueller, “Experiential Learning in the Experimental Method: Examining Hick’s Law. Teaching Neuroscience: Practical Activities for an Engaged Classroom,” Society for Teaching in Psychology (Division 2 of APA), 2015.
J. Rojas, Y. González-Giraldo, S.T. Mueller, B. Piper, A. Adan, and D.A. Forero, “Differences in planning performance, a neurocognitive endophenotype, are associated with a functional variant in PER3 gene,” Chronobiology International, vol. 32, issue 5, pp. 591-595, May 2015.
Y. González-Giraldo, J. Rojas, S.T. Mueller, B. Piper, A. Adan, and D.A. Forero, “BDNF Val66Met is associated with performance in a computerized visual-motor tracking test in healthy adults,” Motor Control, vol. 20, issue 1, 2015.
S.T. Mueller, B.S. Perelman, and E.S. Veinott, “An optimization approach for mapping and measuring the divergence and correspondence between paths,” Behavior Research Methods, 2015.
K. Vertanen, “Counting Fingers: Eyes-Free Text Entry without Touch Location,” In Extended Abstracts of the ACM Conference on Human Factors in Computing Systems (CHI 2016, workshop), San Jose, CA, 2016.
J. Walker, S. Kuhl, and K. Vertanen, “Decoder-Assisted Typing using an HMD and a Physical Keyboard,” In Extended Abstracts of the ACM Conference on Human Factors in Computing Systems (CHI 2016, workshop), San Jose, CA, 2016.
K. Vertanen, H. Memmi, J. Emge, S. Reyal, and P. Kristensson, “VelociTap: Investigating Fast Mobile Text Entry using Sentence-based Decoding of Touchscreen Keyboard Input,” in Proc. CHI ’15, ACM Conference on Human Factors in Computing Systems, Seoul, Korea, April 2015.
H.M. Pereira, V.C. Spears, B. Schlinder-Delap, T. Yoon, A. Harkins, K.A. Nielson, M. Hoeger Bement , S.K. Hunter, “Sex Differences in Arm Muscle Fatigability With Cognitive Demand in Older Adults,” Clinical Orthopaedics and Related Research, 2015.
H.M. Pereira, V.C. Spears, B. Schlinder-Delap, T. Yoon, K.A. Nielson, S.K. Hunter, “Age and sex differences in steadiness of elbow flexor muscles with imposed cognitive demand,” European Journal of Applied Physiology, vol. 115, issue 6, pp.1367-1379, 2015.
T. Yoon, R. Doyel, C. Widule, S.K. Hunter, “Sex differences with aging in the fatigability of dynamic contractions,” Experimental Gerontology, vol. 70, pp. 1-10., 2015.
C.A. Lee, J. Baxtor, C. Eischer, M. Gage, S.K. Hunter, T. Yoon, “Muscle fatigability from repeated lengthening contractions in young men and women,” Society of Neuroscience Annual Meeting, Chicago, IL, 2015.
J. Senefeld, H.M. Pereira, T. Yoon, S.K. Hunter, “Mechanisms of Knee Extensor Muscle Fatigability in Men and Women after Isometric and Dynamic Contractions,” Society of Neuroscience Annual Meeting, Chicago, IL, 2015.

Center for Scalable Architectures and Systems

A. Klinkhamer, A. Ebnenasir, “Shadow/Puppet Synthesis: A Stepwise Method for the Design of Self-Stabilization,” IEEE Transactions on Parallel and Distributed Systems, 2016.
R. Hajisheykhi, A. Ebnenasir, S.S. Kulkarni, “A Framework for Verification of SystemC TLM Programs with Model Slicing,” Design Automation Conference (DAC), 2016.
A. Klinkhamer, and A. Ebnenasir, “On the Hardness of Adding Nonmasking Fault Tolerance,” IEEE Transactions on Dependable and Secure Computing, vol. 12, no. 3, pp. 338-350, 2015.
R. Hajisheykhi, A. Ebnenasir, S.S. Kulkarni, “A Theory of Integrating Tamper Evidence with Stabilization,” International Conference on Fundamentals of Software Engineering (FSEN), pp. 84-99, 2015.
A. Ebnenasir, “Incremental Realization of Safety Requirements: Non-determinism vs. Modularity,” International Conference on Fundamentals of Software Engineering (FSEN), pp. 159-175, 2015.
A. Ebnenasir and J. Mayo, “Fault-Tolerant Parallel and Distributed Computing for Software Engineering Undergraduates,” IEEE IPDPS EduPar Workshop, pp. 788-794, 2015.
R. Hajisheykhi, A. Ebnenasir, S.S. Kulkarni, “UFIT: A Tool for Modeling Faults in UPPAAL Timed Automata,” NASA Formal Methods, pp. 429-435, 2015.
X. Zhao, L. Han, and Z. Feng, “A Performance-Guided Graph Sparsification Approach to Scalable and Robust SPICE-Accurate Integrated Circuit Simulations,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 34, no. 10, pp. 1639-1651, 2015.
L. Han, X. Zhao, and Z. Feng, “An Adaptive Graph Sparsification Approach to Scalable Harmonic Balance Analysis of Strongly Nonlinear Post-layout RF Circuits,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 34, no. 2, pp. 173-185, 2015.
Z. Feng, “Spectral Graph Sparsification in Nearly-Linear Time Leveraging Efficient Spectral Perturbation Analysis,” in Proceedings of ACM/IEEE Design Automation Conference (DAC), 2016.
L. Han and Z. Feng, “Transient-simulation guided graph sparsification approach to scalable harmonic balance (HB) analysis of post-layout RF circuits leveraging heterogeneous CPU-GPU computing systems,” in Proceedings of ACM/IEEE Design Automation Conference (DAC), 2015.
J. Ma, J. Tao, M. Keranen, J. Mayo, C. Shene, and C. Wang, “AESvisual: A Visualization Tool for the AES Cipher,” Proceedings of the 2016 ACM Conference on Innovation and Technology in Computer Science Education, Arequipa, Peru, 2016 (to appear).
P. Bonamy, S. Carr, and J. Mayo, “Toward a Mandatory Integrity Protection System,” Proceedings of the 31st International Conference on Computers and Their Applications, Las Vegas, NV, 2016 (to appear).
L. Ji, J. Mayo, and C. Shene, “Applying Advanced Econometric and Marketing Techniques to Analyze Various Issues in Computer Science Education,” ICER ’15: International Computing Education Research Conference, Omaha, NE, 2015.
C. Li, J. Ma, J. Tao, M. Keranen, J. Mayo, C. Shene, and C. Wang, “VIGvisual: A Visualization Tool for the Vigenère Cipher,” Proceedings of the 2015 ACM Conference on Innovation and Technology in Computer Science Education, Vilnius, Lithuania, pp. 129-134, 2015 .
M. Wang, J. Mayo, C. Shene, T. Lake, S. Carr, and C. Wang, “RBACvisual: A Visualization Tool for Teaching Access Control Using Role-Based Access Control,” Proceedings of the 2015 ACM Conference on Innovation and Technology in Computer Science Education, Vilnius, Lithuania, pp. 141-146, 2015.
A. Ebnenasir and J. Mayo, “Fault-Tolerant Parallel and Distributed Computing for Software Engineering Undergraduates,” IEEE IPDPS EduPar Workshop, pp. 788-794, 2015.
J. Ma, J. Tao, M. Keranen, J. Mayo, C. Shene, and C. Wang, “SHAvisual: A Visualization Tool for Secure Hash Algorithm,” Proceedings of American Society for Engineering Education Annual Conference, Seattle, Washington, 2015.
S. Hajmohammadi, S. Nooshabadi, Glen E. Archer, J. P. Bos and A. Struther “Parallel Hybrid Bispectrum-Multiframe Blind Deconvolution Image Reconstruction Technique”, Journal of Real-Time Image Processing, Accepted for publication March 2016
C. Jiang, and S. Nooshabadi, “Parallel multiview video coding exploiting group of pictures level parallelism”, IEEE Transactions on Parallel and Distributed Systems, Accepted for publication, September 2015.
C. Jiang, and S. Nooshabadi, “A Scalable massively parallel motion and disparity estimation scheme for multiview video coding”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 26, no. 2, pp. 346 – 359, February 2016.
S. Hajmohammadi, S. Nooshabadi and J. P. Bos, “Massive parallel processing of image reconstruction from Bispectrum through turbulence”, Applied Optics, vol. 54, no. 32, pp. 9370 – 9378, November 2015.
L. Hu, and S. Nooshabadi, “GPU Accelerated 3D local descriptor for surface matching”, Journal of Visual Communication and Image Representation” vol. 30, pp. 343 – 349, July 2015.
L Hu and S. Nooshabadi, “Parallel Randomized KD-tree Forest on GPU Cluster for Image Descriptor Matching”, IEEE International Symposium Circuits and Systems (ISCAS2016), May 2016, Montreal, Canada. (To appear)
C. Jiang, and S. Nooshabadi, “Opportunities for High-Level Parallelism in Multiview Video Coding”, IEEE International on Data Compression Conference, Snowbird, Utah March 2016.
C. Jiang, and S. Nooshabadi, “Massively Efficient Motion Estimation by Exploiting Inter-Pixel Similarities”, IEEE International on Data Compression Conference, Snowbird, Utah March 2016. (To appear)
C. Jiang, and S. Nooshabadi, “Decision Zone-Based Parallel Fast Motion and Disparity Estimation Scheme for Multiview Coding”, IEEE International on Data Compression Conference, Snowbird, Utah March 2016. (To appear)
L. Hu and S. Nooshabadi, “Massively parallel KD-tree construction and nearest neighbor search algorithms”, IEEE International Symposium Circuits and Systems (ISCAS2015), May 2015, Lisbon, Portugal.
J. C. Garcıa, J. A. Montiel–Nelson, J. Sosa and S. Nooshabadi, “High Performance CMOS 2-Input NAND Based on Low-Race Split-Level Charge-Recycling Pass-Transistor Logic”, IEEE Design Automation, Test in Europe, March 2015, Grenoble, France.
L. Hu and S. Nooshabadi, “A 3D local descriptor SHOT on massively parallel processors”, International Conference on Consumer Electronics (ICCE2015), January 2015, Lasvegas, USA.
G. Aşılıoğlu, Z. Jin, M. Köksal, O. Javeri, and S. Önder, “LaZy superscalar,” In Proceedings of the 42nd Annual International Symposium on Computer Architecture (ISCA), ACM, New York, NY, pp. 260-271. 2015.
Z. Jin, G. Aşilioğlu, and S. Önder, “Mower: A New Design for Non-blocking Misprediction Recovery,” In Proceedings of the 29th ACM on International Conference on Supercomputing (ICS ), ACM, New York, NY, USA, pp. 285-294, 2015.
Z. Wang, X. Wang, F. Hou, Y. Luo, and Z. Wang, “Dynamic Memory Balancing for Virtualization,” ACM Transactions on Architecture and Code Optimization (TACO), To appear, 2016.
X. Hu, X. Wang, Y. Li, L. Zhou, Y. Luo, C. Ding, S. Jiang, and Z. Wang, “LAMA: Optimized Locality-aware Memory Allocation for Key-value Cache,” Proceedings of the 2015 USENIX Annual Technical Conference (ATC), Santa Clara, CA, 2015.
W. Kuang, L.E. Brown, and Z. Wang, “Modeling Cross-Architecture Co-Tenancy Performance Interference,” Proceedings of the 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), Shenzhen, China, 2015.
X. Wang, Y. Li, Y. Luo, X. Hu, J. Brock, C. Ding, and Z. Wang, “Optimal Footprint Symbiosis in Shared Cache,” Proceedings of the 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), Shenzhen, China, 2015.
W. Kuang, L.E. Brown, and Z. Wang, “Transfer Learning-based Co-run Scheduling for Heterogeneous Datacenters,” Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI), PhD Consortium, Austin, Texas, 2015.