Faculty Research Areas 


Artificial Intelligence

Artificial Intelligence

Multi agent systems, physics informed deep learning, criticality in natural systems, automatic differentiation, deep nueral networks, AI for social impact, robotics, decision science, precision apiculture, precision agriculture, assistive technology, PIV/PTV, and computability

Faculty: Vicki Allan, Nick Flann, Hamid Karimi, Mario Harper, and Vladimir Kulyukin



Algorithms

Algorithms

Planning algorithms, optimization algorithms, simulation, and computational geometry.

Faculty: John Edwards, Mario Harper, and Haitao Wang



Augmented Virtual Reality

Augmented Virtual Reality

3D user interfaces, human perception and cognition in VR and AR.

Faculty: Isaac Cho



Computer Science Education

Computer Science Education

Educational data mining, keystroke analysis, and educational psychology.

Faculty: John Edwards



Computer Vision

Computer Vision

Computer vision, pattern recognition, breast ultrasound (BUS) image processing, pavement crack detection/classification, uncertainty theories & new logics,  meta-learning, deep learning for medical Information processing, medical image segmentation, deep learning-based object detection & recognition, morphed face detection,  graph-based deep learning, and machine learning.

Faculty: Hengda Cheng and Xiaojung Qi



Cybersecurity

Cybersecurity

Human aspects of security, and privacy perceptions of users.

Faculty: Mahdi Nasrullah Al-Ameen



Data Science and Data Mining

Data Science and Data Mining

Applied data mining for space weather research and pattern discovery from large time series data, social network analysis, graph mining, social media mining, educational data mining, machine learning, deep learning, representation learning of graphs and multivariate time series, ML cyberinfrastructure development, deep learning and its applications in anomaly detection, and natural language processing.

Faculty: Soukaina Filali Boubrahimi, Hamid Karimi, Shah Muhammad Hamdi, and Shuhan Yuan



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Data Visualization and Visual Analytics

Decision-making and sense making, user behavior analytics, text analytics, and data analytics.

Faculty: Isaac Cho



Database Systems

Database Systems

Temporal databases, hierarchical databases, and biodiversity databases.

Faculty: Curtis Dyreson



High Performance Computing and Scientific Visualization

High Performance Computing and Scientific Visualization

Big data analysis and visualization, distributed and parallel computing, topological analysis, cyberinfrastructure, cloud computing, and simulation visualization.

Faculty:  John Edwards, Steve Petruzza



Information and Communication Technology for Development

Information and Communication Technology for Development (ICT4D)

Usability issues and privacy concerns around digital technology use in developing countries.

Faculty: Mahdi Nasrullah Al-Ameen



Human Computer Interaction

Human Computer Interaction

User behavior and challenges in technology use and corresponding workarounds, virtual reality, augmented reality, and 3D user interfaces.

Faculty: Mahdi Nasrullah Al-Ameen, Isaac Cho