AI/ML/Data Mining/Signal Processing

Data science 480 major

Artificial intelligence, machine learning, and related areas have transformed all aspects of our society and are poised to accelerate the pace of discovery in every scientific field. The College of Science and Engineering has a strong network of faculty who are pushing the boundaries of research in each of these areas.

 


 

Affiliated Faculty

Chris Bartel headshot
Assistant Professor — CEMS; AI/Machine Learning/Data Mining, Deep Learning
Natalie Boehnke headshot
Assistant Professor — CEMS; AI/Machine Learning/Data Mining, Database & Data Integration, Dynamical models and computational tools
Jeff Calder headshot
Associate Professor — Mathematics; AI/Machine Learning/Data Mining, Deep Learning, Image/video/motion analysis, Graph/Network/Tensor Analysis, Optimization
Stevie Chancellor headshot
Assistant Professor — CS&E; AI/Machine Learning/Data Mining, HCI
Yao Yi Chiang headshot
Associate Professor — CS&E; AI/Machine Learning/Data Mining, Deep Learning, Image/video/motion analysis, Time Series/Spatio-Temporal Data Analysis, Geographic Information Systems (GIS), Database & Data Integration, Graph/Network/Tensor Analysis
E-mail
Michael Coughlin headhot
Assistant Professor — Physics and Astronomy; AI/Machine Learning/Data Mining, Deep Learning, Time Series/Spatio-Temporal Data Analysis
Ying Cui headshot
Assistant Professor — ISyE; AI/Machine Learning/Data Mining, Deep Learning, Optimization
Ketson R. M. dos Santos
Assistant Professor — Civil, Environmental, and Geo- Engineering; AI/Machine Learning/Data Mining, Time Series/Spatio-Temporal Data Analysis, Optimization, Dynamical Models & Computational Tools, Computational Simulations of Physical Systems
person outline when there is no profile image
Senior Biostatistician — Clinical and Translational Science Institute; AI/Machine Learning/Data Mining. Causal Inference and Discovery, Wearable Sensors/Mobile Health, Bioinformatics
Lucy Fortson
Professor — Physics and Astronomy; AI/Machine Learning/Data Mining, Deep Learning, HCI, Image/video/motion analysis, Time Series/Spatio-Temporal Data Analysis, Geographic Information Systems (GIS)
Ge Chang headshot
Assistant Professor — CS&E; AI/Machine Learning/Data Mining, Database & Data Integration, Security/Privacy
E-mail
Jarvis Haupt headshot
Associate Professor — ECE; AI/Machine Learning/Data Mining, Deep Learning, Image/video/motion analysis, Time Series/Spatio-Temporal Data Analysis, Optimization, Dynamical models and computational tools
Qizhi He headshot
Assistant Professor — CEGE; AI/Machine Learning/Data Mining, Graph/Network/Tensor Analysis, Optimization
E-mail
Krishnamurthy Iyer headshot
Associate Professor — ISyE; AI/Machine Learning/Data Mining, Dynamical models and computational tools
Richard D. James headshot
Professor — AEM; AI/Machine Learning/Data Mining, Deep Learning, Optimization
E-mail
Dongyeop Kang headshot
Assistant Professor — CS&E; AI/ML/Data Mining/Signal Processing
George Karypis headshot
Professor — CS&E; AI/Machine Learning/Data Mining, Graph/Network/Tensor Analysis
Alireza Khani headshot
Professor — CEGE; AI/Machine Learning/Data Mining, Time Series/Spatio-Temporal Data Analysis, Graph/Network/Tensor Analysis, Optimization
Joseph Konstan headshot photo
Professor — CS&E; AI/Machine Learning/Data Mining, HCI
Vipin Kumar headshot
Professor — CS&E; AI/Machine Learning/Data Mining, Deep Learning, Time Series/Spatio-Temporal Data Analysis, Graph/Network/Tensor Analysis
Vuk Mandic
Professor — Physics and Astronomy; AI/Machine Learning/Data Mining, Deep Learning, Visualization, Time Series/Spatio-Temporal Data Analysis, Optimization, Sensors and Sensor Networks, Physical Sciences, Astronomy, Astrophysics, Cosmology
E-mail
Soheil Mohajer headshot
Associate Professor — ECE; Graph/Network/Tensor Analysis, Security/Privacy, Optimization
Mohamed F. Mokbel headshot
Professor — CS&E; Time Series/Spatio-Temporal Data Analysis
Peter Olver headshot
Professor — Mathematics; AI/Machine Learning/Data Mining, Image/video/motion analysis, Robotics and Computer Vision
E-mail
Rajesh Rajamani headshot
Professor — MechE; Robotics and Computer Vision, Smart Cities/Transportation
Murti Salapaka headshot
Professor — ECE; AI/Machine Learning/Data Mining, Deep Learning, Time Series/Spatio-Temporal Data Analysis, Graph/Network/Tensor Analysis, Causal inference and discovery, Optimization
Shashi Shekhar headshot
Professor — CS&E; AI/Machine Learning/Data Mining, Deep Learning, Time Series/Spatio-Temporal Data Analysis, Geographic Information Systems (GIS), Database & Data Integration, Environment/Climate/Energy, Agriculture/Food/Water, Smart Cities/Transportation
Lian Shen headshot
Professor — MechE; AI/Machine Learning/Data Mining, Dynamical models and computational tools
E-mail
Jaideep Srivastava headshot
Director of Undergraduate Studies — Data Science; AI/Machine Learning/Data Mining, Time Series/Spatio-Temporal Data Analysis, Graph/Network/Tensor Analysis
Michael Steinbach umn
Researcher — CS&E; AI/Machine Learning/Data Mining, Deep Learning, Time Series/Spatio-Temporal Data Analysis, Causal inference and discovery
Nadja Strobbe
Assistant Professor — Physics and Astronomy; AI/Machine Learning/Data Mining, Deep Learning, Graph/Network/Tensor Analysis, Physical Sciences
Ju Sun headshot
Assistant Professor — CS&E; AI/Machine Learning/Data Mining, Deep Learning, Image/video/motion analysis, Optimization, Dynamical models and computational tools
E-mail
Headshot of Xaioran Sun
Assistant Professor — Family Social Science; AI/Machine Learning/Data Mining, HCI, Image/video/motion analysis, Time Series/Spatio-Temporal Data Analysis
Ellad B. Tadmor headshot
Professor — AEM; AI/Machine Learning/Data Mining, Visualization, Time Series/Spatio-Temporal Data Analysis, Dynamical models and computational tools
Ce Yang headshot
Assistant Professor — BBE; AI/Machine Learning/Data Mining, Deep Learning, Image/video/motion analysis
Su Yang headshot
Assistant Professor — MechE; AI/Machine Learning/Data Mining, Deep Learning, Visualization, Time Series/Spatio-Temporal Data Analysis, Dynamical models and computational tools
Qi Zhang headshot
Assistant Professor — ChemE; AI/Machine Learning/Data Mining, Optimization, Logistics and Supply Chain
E-mail
Zhi Li Zhang headshot
Professor — CS&E; AI/Machine Learning/Data Mining, Deep Learning, Graph/Network/Tensor Analysis, Security/Privacy, Power grids/Networks and Cyber Security, Sensors and Sensor Networks, Smart Cities/Transportation
Catherine Zhao headshot
Associate Professor — CS&E; AI/Machine Learning/Data Mining, Deep Learning, Nanotechnology, Materials Design, Computational Simulations of Physical Systems, Physical Sciences, Chemistry
E-mail
di zhu headshot
Assistant Professor — Geography, Environment and Society; Geographic Information Systems (GIS), Graph/Network/Tensor Analysis
E-mail