Faculty areas of expertise
-
AI and Autonomous Systems
Intelligent Robotics
Networked Autonomy
Human-Autonomy Interaction
Trust in AI/Autonomy
AI in MedicineWaseem Asghar, Dolores DeGroff, Shihong Huang, Mohammad Ilyas, Taghi Khoshgoftaar, Oge Marques, Zhen Ni, Mehrdad Nojoumian, Dimitris Pados, Abhi Pandya, Zvi Roth, George Sklivanitis, Yufei Tang, Xiangnan Zhong, Hanqi Zhuang, Xingquan Zhu.
-
Machine Learning and Data Analytics
Reinforcement Learning
Adversarial Learning
ML in Fraud Detection
ML in Health Care Prediction
Big Data Mining and Analytics
Big Data in Traffic Engineering
Spatial Data ScienceWaseem Asghar, Dolores DeGroff, Behnaz Ghoraani, Taghi Khoshgoftaar, Oge Marques, Zhen Ni, Mehrdad Nojoumian, Dimitris Pados, Abhi Pandya, George Sklivanitis, Yufei Tang, KwangSoo Yang, Xiangnan Zhong, Hanqi Zhuang, Xingquan Zhu.
-
Security and Privacy
Security Analytics
IoT/System Security
Privacy-Preserving Protocols
Trustworthy AI
Game Theory and Cyber DeceptionEd Fernandez, Mohammad Ilyas, Taghi Khoshgoftaar, Imad Mahgoub, Mehrdad Nojoumian, Xingquan Zhu
-
Cryptography
Cryptocurrency and Blockchain
Theoretical Cryptography
Cryptographic Engineering
Post-Quantum CryptographyReza Azarderakhsh, Feng-Hao Liu, Mehrdad Nojoumian
-
Software Engineering
Software Architecture and Modeling
Empirical Software Engineering
Software-Defined NetworkingShihong Huang, Taghi Khoshgoftaar, George Sklivanitis
-
Communications and Networking
Wireless and Sensor Networks
Smart Mobile and Vehicle Networks
Information TheoryIonut Cardei, Mihaela Cardei, Mohammad Ilyas, Imad Mahgoub, Dimitris Pados, Aalo Valentine
-
Computer and Infrastructure Systems
Multimedia Systems
Computer Vision
Video/Image Compression
Embedded Systems
Control Systems
Smart Sensing and Systems
Smart Infrastructures
Cyber-Physical SystemsBassem Alhalabi, Reza Azarderakhsh, Dolores DeGroff, Borko Furht, Jason Hallstrom, Mohammad Ilyas, Hari Kalva, Oge Marques, Zhen Ni, Zvi Roth, George Sklivanitis, Yufei Tang, Xiangnan Zhong
-
Bioinformatics and Biomedical Engineering
Biological Data Science
Biomedical Signal Analysis
Biophotonics
Bioengineering
Brain Modeling
Computational Human Genomics
Micro and Nano Technology in Medicine
Cyber-Physical SystemsWaseem Asghar, Raquel Assis, Mike DeGiorgio, Behnaz Ghoraani, Ramin Pashaie, Mirjana Pavlovic, Mahsa Ranji, Zvi Roth
-
Signal Processing
Acoustics
Biomedical Signal Processing
Digital Image processing
Digital Signal Processing
Video/Image ProcessingNurgun Erdol, Behnaz Ghoraani, Dimitris Pados, Dani Raviv, Aalo Valentine, Hanqi Zhuang
-
Education Research
K-12 STEM Education Research
Education Research for Minorities
UG/G STEM Teaching and LearningBassem Alhalabi, Dolores DeGroff, Mohammad Ilyas, Maria Petrie, Daniel Raviv, Nancy Romance, Hanqi Zhuang