Computational Neuroscience, Machine Learning, Artificial Intelligence, Applied Mathematics
Network security, intrusion detection, quality of service, policy-based network management, wireless ad-hoc networks.
Databases, Data-mining, Machine Learning, Approximate Query Processing, Randomized Algorithms, Classification and Regression.
Computer graphics and visualization, (multivariate) spline interpolation and approximation algorithms, signal processing, reconstruction of volumetric data.
Methods: Pattern recognition, neural networks, fuzzy sets, computer vision, image and signal processing, mathematical morphology. Applications: Landmine detection, handwriting recognition, biomedical imaging, automatic target recognition, bioinformatics.
Professor and Department Chair of Computer & Information Science & Engineering
Wireless networks, mobile computing, pervasive computing, mobile databases, internet computing, E-services and E-commerce.
Wireless Networks, Mobility Modeling, Network Simulation, Protocol Design, Sensor Networks
Multimedia databases, biological databases, text databases, spatial databases, distributed databases, replication, caching. Pattern matching, genome-wide analysis, comparative genomics, structural genomics, shotgun sequence assembly, motif finding.
Computer graphics, virtual environments, human computer interaction, image based rendering, computational geometry.
Design automation for embedded systems, system-level design, validation of programmable architectures, VLSI CAD algorithms, design space exploration of SOC architectures.