Data Science

The Data Science focuses on extracting meaningful insights and knowledge from large, complex datasets. This interdisciplinary field combines statistical analysis, machine learning, data visualization, and computational techniques to address real-world challenges across various domains. Researchers in this area develop innovative methods to collect, process, analyze, and interpret data, enabling data-driven decision-making and predictive modeling.

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Interested in discussing the research we are working on or learning more? Please contact:

Ahmad Alsharoa
Dr. Ahmad Alsharoa

Assistant Professor

Research Interests

Machine learning and artificial intelligence, Data science and big data, Light Detection and Ranging (LiDAR), Smart systems and smart cities, Reconfigurable intelligent surfaces. Edge computing. Wireless networks, Optical wireless. Spectrum sharing.

Rui Bo
Dr. Rui Bo

Associate Professor

Research Interests

computation, optimization and economics in power system operation and planning; high performance computing; electricity market simulation, evaluation and design.

Minsu Choi
Dr. Minsu Choi

Associate Professor

Research Interests

Computer architecture & VLSI; embedded systems; fault tolerance; testing; quality assurance.

Ali Hurson
Dr. Ali Hurson

Professor

Research Interests

High performance computers, Pervasive computing, Mobile databases, Personalized education, Intelligent Transportation Systems, Cyber-Physical Systems, Big Data, Recommender Systems.

Jiang Liu
Dr. Jian Liu

Assistant Research Professor

Research Interests

Artificial Intelligence: AI Interpretability, Classification and Clustering, Unsupervised/Supervised Learning, Real-time Object Detection; Electricity Market: EV Charging, Transmission Planning, Energy Storage Optimization, Distributed Energy Resources Management; Operations Management: Inventory and Pricing, Behavioral Queueing, Game Theory, Uncertain Decision Making, Supply Chain Optimization, Complex Product Research and Development

Mohamed Nafea
Dr. Mohamed Nafea

Assistant Professor

Research Interests

Fair & interpretable machine learning; causal learning and reasoning; federated learning and distributed optimization; information security and privacy

Tayo Obafemi Ajayi
Dr. Tayo Obafemi-Ajayi

Associate Professor, Mace/Turblex Professor of Engineering

Research Interests

Explainable Artificial Intelligence, Control Systems, Bioinformatics, Data Mining

Dr. Sahra Sedigh Sarvestani

Associate Professor and Distance Coordinator for ECE, S&T Faculty Ombuds

Research Interests

Stochastic modeling of complex systems, dependability and security, failure propagation, cyber-physical systems, critical infrastructure, educational technology.

Maciej Zawodniok
Dr. Maciej Zawodniok

Associate Professor

Research Interests

Wireless sensor networks; wireless ad-hoc networks; passive FRID systems; energy-efficient protocols; RF-based localization.