Institute of Computing and Cybersystems (ICC)

Center for Data Sciences

The Center for Data Sciences (DataS) focuses on the research of data sciences education, algorithms, mathematics, and applications. DataS fosters interdisciplinary collaborations by bringing together diverse faculty and students from varied disciplines to discover new knowledge and exciting research opportunities in the field of data sciences.

Center Resources

  • Pattern Recognition and Intelligent Machines Engineering (PRIME) Lab
    • Office space and computing for graduate students and a large test facility for mobile robotics and UAV sensor development
  • Four dedicated compute nodes on MTU Superior, a shared high performance computing cluster

Director

Timothy Havens

  • Associate Dean for Research, College of Computing
  • William and Gloria Jackson Associate Professor of Computer Systems
  • Director, Institute of Computing and Cybersystems

Links of Interest

Areas of Interest

  • Pattern Recognition and Machine Learning
  • Signal and Image Processing
  • Sensor and Data Fusion
  • Heterogeneous Data Mining
  • Explosive Hazard Detection

Jeremy P. Bos

  • Assistant Professor, Electrical and Computer Engineering
  • Faculty Advisor, Robotic Systems Enterprise

Links of Interest

Areas of Interest

  • Atmospheric optics
  • Statistical optics
  • Quantum optics
  • Image and Signal Processing
  • Autonomous vehicles and vehicular networks
  • Industrial automation and controls

Laura E. Brown

  • Associate Professor, Computer Science
  • Director, Data Science Graduate Program

Area of Expertise

  • Artificial Intelligence and Machine Learning
  • Data Mining and Data Science
  • Applications of AI and ML to Energy (microgrids, power systems), Health, and other domains

Mari W. Buche

  • Associate Dean, College of Business
  • Professor of Management Information Systems, College of Business
  • Affiliated Professor, Data Science

Teaching Interests

  • Information Systems/Technology Management
  • IT Project Management
  • Accounting Information Systems
  • Business Intelligence
  • Software Engineering

Research Interests

  • Impact of IS/IT change on end users
  • Management of IS/IT workers
  • Computer Anxiety and Computer Self-Efficacy
  • Mentoring using Information Communication Technology (ICT)
  • Various de facto Standards (i.e. Information Technology Infrastructure Library – ITIL)

Susanta Ghosh

  • Assistant Professor, Mechanical Engineering-Engineering Mechanics
  • Faculty member of Center for Data Sciences at the Institute of Computing and Cybersystems (ICC)

Postdoctoral Research Experience

  • Duke University, Durham
  • University of Michigan, Ann Arbor
  • Technical University of Catalunya, Barcelona

Research Expertise

  • Data-driven Modeling
  • Machine Learning
  • Multi-scale Solid Mechanics
  • Atomistic Modeling
  • Ultrasound Elastography
  • Inverse Problem and Computational Science

Sang Yoon Han

  • Assistant Professor, Biomedical Engineering
  • Affiliate Assistant Professor in Mechanical Engineering - Engineering Mechanics
  • Advisor, Korean Student Association

Research Interests

Lab Web Page

Research Interests

  • Mechanobiology
  • Traction force by a living cell
  • Cell adhesion and migration
  • Image data modeling
  • Machine learning
  • BioMEMS

Nilufer Onder

  • Associate Professor, Computer Science
  • Associate Chair, Computer Science
  • Undergraduate Program Director, Computer Science

Area of Expertise

  • Artificial Intelligence
  • Automated Planning and Scheduling
  • Computer Science Education
  • Student Persistence in STEM

Benjamin W. Ong

  • Assistant Professor, Mathematical Sciences

Links of Interest

Areas of Expertise

  • Scientific computing
  • Numerical PDEs
  • Parallel Computing
  • Plasma modeling and simulation
  • Dimension Reduction

Thomas Oommen

  • Associate Professor, Geological and Mining Engineering and Sciences
  • Affiliated Associate Professor, Civil and Environmental Engineering

Teaching Interests

  • Computer Methods in Geomechanics
  • Computational Geoscience
  • Remote Sensing for Geotechniques
  • Geostatistics and Data Analysis
  • Engineering Geology and Geoinformatics

Research Interests

  • Liquefaction susceptibility evaluation at local and regional scales using in-situ measurements and remote sensing observations
  • Estimating liquefaction induced damage such as lateral spread displacement
  • Transportation Geotechniques
  • Documenting earthquake induced damages, especially liquefaction using aerial/satellite images that are sensitive to surficial moisture
  • Geotechnical asset monitoring
  • Machine Learning

Anthony (Tony) Pinar

  • Lecturer, Electrical and Computer Engineering
  • Senior Design Coordinator, Electrical and Computer Engineering

Areas of Interest

  • Machine Learning
  • Signal and Image Processing
  • Data Fusion
  • Electronic Design

Nathir A. Rawashdeh, Ph.D.

  • Assistant Professor, Applied Computing

Research Interests

  • Image Analysis
  • Mobile Robots
  • Autonomous Driving
  • Mechatronics Education

Teaching Interests

  • Control Systems
  • Programmable Logic Controllers
  • Signal and Image Processing
  • Instrumentation and Measurement
  • Sensors and Actuators
  • Industrial Robots
  • MATLAB

Michael C. Roggemann

  • Professor, Electrical and Computer Engineering

Links of Interest

Areas of Interest

  • Optics
  • Image reconstruction and processing
  • Pattern recognition
  • Adaptive and atmospheric optics

Mark D. Rouleau

  • Associate Professor, Social Sciences

Research Interests

  • Social simulation
  • Agent-based modeling
  • Land-use modeling
  • Norm evolution
  • Survey design
  • International relations

Timothy J. Schulz

  • University Professor, Electrical and Computer Engineering

Areas of Interest

  • Statistical signal processing

Alex Sergeyev

  • Professor, Applied Computing
  • Director, Mechatronics Graduate Program
  • Director, FANUC Certified Industrial Robotics Training Center

Research Interests

  • Optics
  • Signal processing
  • Image reconstruction and processing
  • Adaptive and atmospheric optics
  • Holography and laser spectroscopy
  • Engineering education

Teaching Interests

  • Optics
  • Electrical machinery
  • Power systems
  • Electronic devices and circuits
  • Real-time robotics systems
  • Programmable logic controllers
Hairong Wei
"We are doing excellent job in describing how an individual gene functions, but not how life functions. Systems biology is to fill this gap."

Hairong Wei

  • Professor
  • Affiliated Professor, Mathematical Sciences
  • Affiliated Professor, Computer Science

Areas of Expertise

  • Identification of genes regulating complex traits via systems biology approaches
  • Gene expression data analysis
  • Gene network construction and decomposition
  • Developing software for mining large-scale biological data
  • Genomics of wood formation

Weihua Zhou

  • Assistant Professor, Health Informatics, Applied Computing
  • Affiliated Associate Professor, Biomedical Engineering

Teaching Interests

  • Medical Informatics
  • Medical Image Analysis

Areas of Expertise

  • Image Processing and Computer Vision
  • Machine Learning
  • Medical Image Analysis
  • Health Informatics
  • Text Mining