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Research Focus:
Closing the gap between machine learning and control theory to develop new algorithms towards safe, robust, and intelligent control of complex systems
| 01Tenure/Tenure-Track |
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Research Focus:
Data visualization, machine learning, computer
vision, geometry processing
| 01Tenure/Tenure-Track |
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Research Focus: Model- and Data-Driven
methods for Monitoring, Control, Diagnostics, Prognostics, and Fault tolerance
in Cyber Physical Systems, Reinforcement Learning, Intelligent Learning
Environments, Learning Analytics, Integrated Planning, Scheduling, Control, and
Resource Allocation for Complex systems
| 01Tenure/Tenure-Track |
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Research Focus: Virtual Environments, Computer Animation, Computer Graphics
| 01Tenure/Tenure-Track |
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Research Focus: Medical image processing and analysis, image registration, image segmentation, image-guided surgery.
| 01Tenure/Tenure-Track |
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Research Focus: Data mining, social network
analysis, graph representation learning, data science for social good
| 01Tenure/Tenure-Track |
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Research Focus: Decision Procedures,
Big Data, Cyber-Physical Systems, Smart-Cities, Machine Learning, Distributed
Systems
| 01Tenure/Tenure-Track |
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Research Focus: Artificial Intelligence, particularly machine learning.
| 01Tenure/Tenure-Track |
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Research Focus: Cloud/Edge Computing; Fault tolerant and
real-time computing; cyber physical systems; model driven engineering
| 01Tenure/Tenure-Track |
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Research Focus: Software Engineering, Human
Factors, Medical Imaging, Eye Tracking, Mobile Sensing, Open Source Software,
Software-hardware Co-design
| 01Tenure/Tenure-Track |
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Research Focus: Biomedical data
representation, biomedical image processing, machine learning, data science
| 01Tenure/Tenure-Track |
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Research Focus:
physical simulation, computational physics, computer graphics, high-performance computing, low-level systems work
| 01Tenure/Tenure-Track |
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Research Focus: Cyber-physical systems, IoT, formal
methods, software engineering, software safety, verification and validation,
formal verification, hybrid systems, switched systems, control theory,
programming languages, distributed systems, cyber-security, control theory,
reliability, automotive systems, aerospace systems, transportation systems,
robotics, power electronics, power systems, medical devices
| 01Tenure/Tenure-Track |
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Research Focus: Model-driven software and system
development, model-integrated computing, distributed and resilient software
platforms, verification and assurance of autonomous systems
| 01Tenure/Tenure-Track |
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Research Focus:
Mathematical machine learning,
computational optimal transport, and geometric deep learning
| 01Tenure/Tenure-Track |
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Research Focus: Hybrid and embedded systems, cyber-physical systems, sensor networks
| 01Tenure/Tenure-Track |
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Research Focus:
Artificial intelligence, computational cognitive systems, interactive tools for education and assessment, technology and autism
| 01Tenure/Tenure-Track |
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Research Focus:
Robotics, Artificial
Intelligence, Mathematical Programming, Computational Game Theory
| 01Tenure/Tenure-Track |
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Research Focus: Systems security, Software engineering
| 01Tenure/Tenure-Track |
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Research Focus: Wireless sensor networks, model integrated computing, embedded systems, computer science education
| 01Tenure/Tenure-Track |
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Research Focus: Cybersecurity and privacy, AI attack and
defense, Big data processing, Internet of Vehicles
| 01Tenure/Tenure-Track |
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Research Focus: Machine Learning, Formal Methods, Cyber Physical systems, Internet
of Things, Smart Cities, Healthcare
| 01Tenure/Tenure-Track |
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Research Focus: Computer
vision and medical imaging
| 01Tenure/Tenure-Track |
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Research Focus: Embedded systems, design-space exploration, model integrated computing
| 01Tenure/Tenure-Track |
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Research Focus: Medical image analysis, image segmentation,
machine learning, image registration
| 01Tenure/Tenure-Track |
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Research Focus:
enhancing the parallel
performance, energy efficiency and reliability of computations that
involve high-dimensional sparse and unstructured data including
matrices, and graphs
| 01Tenure/Tenure-Track |
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Research Focus: Mobile cloud computing, distributed real-time and embedded middleware, cyber-physical systems, software patterns and frameworks, and digital learning
| 01Tenure/Tenure-Track |
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| 01Tenure/Tenure-Track |
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Research Focus: Embedded software, Structurally adaptive systems, Model-integrated computing
| 01Tenure/Tenure-Track |
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Research Focus: Security and resilience
of real-time and embedded systems in application areas critical to national
security
| 01Tenure/Tenure-Track |
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Research Focus:
Medical cyber-physical systems, Cyber-physical security
| 01Tenure/Tenure-Track |
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| 01Tenure/Tenure-Track |
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Research Focus: Human-Computer Interaction, Social Computing, Privacy,
Online Safety, User Experience, and User-Centered Design
| 01Tenure/Tenure-Track |
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Research Focus: Surgical robotics, soft-tissue
simulation, user action and skill recognition, cognitive load assessment
| 01Tenure/Tenure-Track |
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Research Focus: Computer Science Education Research, Web Design & Development
| 02Teaching |
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Research Focus: Empirical
Software Engineering, Software Testing Education, Computer Science Education
| 02Teaching |
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Research Focus: Cybersecurity, software defied networking (SDN), distributed & mobile computing, wireless security, cloud computing and content centric networking
| 02Teaching |
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Research Focus: Green Computing
| 02Teaching |
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Research Focus:
Non-invasive Point-of-Care Tools, Biomedical Imaging and Biophotonics, and Health Data Analysis
| 02Teaching |
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Research Focus: model integrated computing, software integrated
systems
| 02Teaching |
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Research Focus: Graph algorithms, CS Education Research
| 02Teaching |
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| 02Teaching |
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Research Focus: Computer science education
| 02Teaching |
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Research Focus: compiler construction, computer science
education
| 02Teaching |
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| 02Teaching |
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| 02Teaching |
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Research Focus: Program analysis and understanding, software evolution and maintenance, empirical software engineering
| 02Teaching |
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| 02Teaching |
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Research Focus: Distributed ledger
technologies; healthcare interoperability; data science education
| 02Teaching |
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| 03Research |
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Research Focus: Medical imaging, image processing, image registration, magnetic resonance imaging (MRI)
| 03Research |
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Research Focus: model integrated computing, software integrated
systems
| 03Research |
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Research Focus: Mathematics, universal algebra, logic, computational complexity, constraint programming, embedded systems, wireless sensor networks, domain specific modeling
| 03Research |
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| 03Research |
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Research Focus: Heterogeneous
simulation integration, modeling and simulation, cloud computing,
model-integrated computing, design-space exploration, artificial intelligence,
planning and scheduling
| 03Research |
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Research Focus:
Graph
Theoretic Methods in Cyber Physical Systems, Graph Machine Learning, Robustness
and Resilience in CPS
| 03Research |
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| 04Adjunct/Adjoint |
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Research Focus: Symbolic execution, code analysis
| 04Adjunct/Adjoint |
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| 04Adjunct/Adjoint |
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Research Focus: radiation effects on integrated circuits,
computers and ethics
| 04Adjunct/Adjoint |
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Research Focus: Computer vision,
surface registration, computational neuroanatomy, shape analysis
| 04Adjunct/Adjoint |
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| 04Adjunct/Adjoint |
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| 04Adjunct/Adjoint |
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| 04Adjunct/Adjoint |
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| 04Adjunct/Adjoint |
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| 04Adjunct/Adjoint |
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Research Focus: Adversarial machine learning and data mining, data-driven agent-based modeling, economics of data sharing, game theoretic modeling of security and privacy, cyber-physical system security.
| 04Adjunct/Adjoint |
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| 04Adjunct/Adjoint |
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Research Focus: Human
factors engineering, cognitive systems engineering and human-system
interaction, healthcare informatics
| 05Affiliated |
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Research Focus: critical infrastructure systems modeling, risk analysis, statistical modeling, risk-informed decision analysis, resilience monitoring
| 05Affiliated |
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| 05Affiliated |
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| 05Affiliated |
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Research Focus: Addressing problems in genetics, evolution, and biomedicine.
| 05Affiliated |
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Research Focus: Functional
neuroimaging techniques and applications; signal processing and computational
analysis
| 05Affiliated |
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| 05Affiliated |
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Research Focus: Medical image processing and analysis, image registration, image segmentation, image-guided surgery.
| 05Affiliated |
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| 05Affiliated |
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| 05Affiliated |
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| 05Affiliated |
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Research Focus: Magnetic resonance imaging & statistical analysis with emphasis on medical imaging.
| 05Affiliated |
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| 05Affiliated |
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| 05Affiliated |
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| 05Affiliated |
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Research Focus: Biomedical
informatics, data science, big data, machine learning, data privacy and
security
| 05Affiliated |
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Research Focus: Medical image processing including image segmentation as well as other techniques related to computer-aided surgery.
| 05Affiliated |
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Research Focus: Integrative statistical models of big neuroscience
networks, evolutionary principles of brain network organization, information transfer in neural systems, neuropsychiatric connectivity phenotypes
| 05Affiliated |
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Research Focus: analysis, design, and development of intelligent and autonomous systems that can work with people in a versatile and natural way
| 05Affiliated |
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Research Focus: Robotic systems for surgical assistance, theoretical kinematics of mechanisms, synthesis and optimization of robots and mechanisms, design of flexure mechanisms and flexible robots, parallel robots, actuation redundancy and kinematic redundancy
| 05Affiliated |
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Research Focus: Data visualization;
data science, machine learning and artificial intelligence; small satellites;
neurodiversity inspired science and engineering
| 05Affiliated |
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| 05Affiliated |
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| 05Affiliated |
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Research Focus:
transportation cyber physical systems, transportation data analytics, traffic estimation & control, connected & autonomous vehicles, mathematical models of traffic, inverse modeling, mobile sensing
| 05Affiliated |
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Research Focus: Data mining and machine learning techniques for modeling, analyzing, and predicting health-related behaviors and outcomes; data processing systems and social computing
| 05Affiliated |
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Research Focus: Computational
Genomics; Bioinformatics; Algorithms for reconstructing personal and cancer
genomes; Computational Neuroscience; Dynamic behavior of neural circuits;
Machine learning; Artificial Intelligence
| 05Affiliated |
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Research Focus: Atomic structure calculations
| 06Emeritus |
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Research Focus: Medical imaging, image processing, image registration, magnetic resonance imaging (MRI)
| 06Emeritus |
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Research Focus: Object-oriented software engineering
| 06Emeritus |
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Research Focus: graph algorithms
| 06Emeritus |