Faculty

Nina Balcan

MLD and CSD, CMU

Active Learning, Machine Learning, learning theory

Jiang Bian

Health Outcomes & Policy, UF

Health outcomes, NLP, social meida

Azra Bihorac

Medicine, UF

Intelligent health systems to improve organization, processes, quality, cost, delivery and outcomes in perioperative and critical care medicine

Arturo Bretas

ECE, UF

Power Systems Protection, Reliability Optimization, State Estimation, Restoration, Operation, Dynamics and Control

Kevin Butler

CISE, UF

System Security, Network Security

Shigang Chen

CISE, UF

Big Network Data, Cyber-security, RFID Systems, Cloud Computing, Cyber-physical Transportation Systems

Yunmei Chen

Mathematics, UF

Mathematical modeling, optimization techniques, applications to image analysis, machine learning, neuron network computing.

ZhiQiang Chen

CME, UMKC

Remote sensing, engineering mechancis, physical modeling

Hank Childs

CIS, UO

Scientific Visualization, High Performance Computing, Data Visualization

William W. Cohen

MLD and LTI, CMU

Machine Learning, Natural Language Processing

Ana Conesa

Microbiology and Cell Science, UF

Genomics of Gene Expression, Functional genomics, Bioinformatics Software and Tools

William Cresko

Biology, UO

Next Generation Sequencing, Bioinformatics, Genomics

Yousong Ding

Pharmacy, UF

Medicinal Chemistry, Natural Product Biosynthesis, Drug Discovery and Development, Synthetic Biology, Protein Engineering, and Chemical Biology

Warren Dixon

MAE, UF

Nonlinear Controls, Robotics

Dejing Dou

CIS, UO

Ontology-based Deep Learning, Human Behavior Prediction, Information Extraction

 

Lily Elefteriadou

Civil, UF

Traffic flow theory, highway capacity analysis, traffic simulation, signal control, travel time reliability

Ruogu Fang

BME, UF

Medical Data Computing, Machine Learning, Computer Vision, Big-data Strategy, Data Mining, Medical Analysis

Yuguang Michael Fang

ECE, UF

Privacy-preserving collaborative machine learning, wireless networks, mobile computing, network security and privacy, smart grid

Stephen Fickas

CIS, UO

Ubiquitous Computing, Assistive Technology, Software Requirements Engineering

Renato Figueiredo

ECE, UF

Virtualization in distributed systems, Autonomic computing, Peer-to-peer systems, Social networks and their applications in systems design, Cloud computing, Computer architecture

Danling Fu

Education, UF

Bilingual/Bicultural Education, Literacy, Teaching & Learning, Writing

Paul Gader

CISE, UF

Nonlinear unmixing for hyperspectral image analysis with applications to object and material detection, classification and segmentation, and measuring physical properties such as plant and animal health as well as biomass and chlorophyll

Jian Ge

Astronomy, UF

Habitable Earth-like Planet Surveys with High Precision Optical and Near-IR Doppler Techniques, SDSS-III Multi-object APO Radial Velocity Exoplanet Large-area Survey (MARVELS), Global network of extremely high precision Exoplanet Trackers (ET network)

Garth Gibson

CSD and ECE, CMU

Large-scale parallelism, performance, OS, fault tolerance, big data, cloud computing

Abhinav Gupta

MLD, CMU

Computer Vision, 3-D scene understanding

William Hogan

Health Outcomes and Policy, UF

Biomedical ontology

Gerrit Hoogenboom

ABE, Sustainable Food Systems, UF

Crop Modeling, Decision Support Systems, Agrometeorology, Climate Change, Climate Variability

Qiu-Xing Jiang

Biology, UF

Molecular biophysics, membrane biology, cryoEM

Sanjeev J. Koppal

ECE, UF

Computer vision and computational photography

Yugyung Lee

CSEE, UMKC

Machine Learning/Data Mining, Big Data Analytics, Semantic Web, Biomedical Application, Cognitive Robotics, Immersive Intelligence (Virtual/Augmented Reality)

Chi H. Lee

Pharmaceutical Sciences, UMKC

Biomedical informatics, Computational Modeling for Drug Delivery Systems, Biomedical Sensors

Chenglong Li

Pharmacy, UF

Organic chemistry, Biochemistry, Medicinal Chemistry, Physical Chemistry, Computational Chemistry, Molecular Biophysics and Pharmacology

andyli

Xiaolin Andy Li

ECE, UF

Cloud Computing, Intelligent Platforms, Deep Learning, Precision Medicine, IoT/CPS

Jian Li

ECE, UF

Statistical and Array Signal Processing, Spectrum Sensing, Radar Signal Processing

me-deergrove

Zhu Li

CSEE, UMKC

Image Processing, Compression, Communication, Machine Learning

Daniel Lowd

CIS, UO

Statistical relational learning, Adversarial machine learning, Probabilistic graphical models, Artificial Intelligence

Ye Luo

Economics, UF

High-dimensional statistics, Model Selection, Deep Learning. Applications in NLP and Finance.

Allen Malony

CIS, UO

Parallel and Distributed Computing, Performance Analysis, High Performance Computing, Scientific Software Environments

Sean Meyn

ECE, UF

Markov processes, spectral theory and large deviations, Stochastic approximation, reinforcement learning, Communication networks, Smart Grid

George Michailidis

Statistics, UF

Joint estimation of multiple graphical models, vector autoregressive models, pathway enrichments analysis

Tom Mitchell

MLD, CMU

Machine Learning, neuroscience, DL

Juan Claudio Nino

MSE, UF

Memristors and Neuromorphic Computing

Boyana Norris

CIS, UO

High Performance Computing, Performance Analysis and Optimization, Parallel and Distributed Computing, Software Engineering for HPC

Daniela Oliveira

ECE, UF

Interdisciplinary computer security

Karim Oweiss

ECE, UF

Basic Neuroscience, Translational Neuroscience, Systems Engineering

Xiajun Amy Pan

ISOM, UF

Retail Operations, Supply Chain Management, Operations-Marketing Interface, Operations-Information Interface, Business Analytics

Panos Pardalos

ISE, UF

Global and combinatorial optimization, network design problems, optimization in telecommunications, e-commerce, data mining, biomedical applications, and massive computing

NhatHai Phan

CIS, UO

Data Mining, Machine Learning, Social Network Analysis, Data Privacy

joseprincipe

Jose Principe

ECE, UF

Adaptive Systems Theory, Machine Learning, Information Theoretic Learning

 

Deva Ramanan

RI, CMU

Computer Vision, Machine Learning, graphical models

Anand Rangarajan

CISE, UF

Image analysis, machine learning and computational mathematics.

Sanjay Ranka

CISE, UF

Data mining, informatics and grid computing for data intensive applications in High Energy Physics, BioTerrorism and BioMedical Computing

Praveen Rao

CSEE, UMKC

Designing scalable data management techniques, indexing and query processing of RDF/graph/XML databases

Parisa Rashidi

BME, UF

Intelligent Health Systems

Pradeep Ravikumar

MLD, CMU

Statistical Machine Learning, Graphical Models

Reza Rejaie

CIS, UO

Computer Networks, Multimedia Networking, Social Network Analysis, Network Measurement

Adrian Roitberg

Chemistry, UF

Theoretical Chemistry, Computational Chemistry

Ruslan Salakhutdinov

MLD, CMU

Machine Learning, DL, Large-scale optimization, Multimodal Learning, Deep Generative Models

John Mark Shea

ECE, UF

Wireless Communications and Networks, Networked Autonomous Systems

Aarti Singh

MLD, CMU

Machine Learning, Learning Theory, Learning with Graphs.

Sivaramakrishnan Srinivasan

Civil, UF

Transportation Planning and Policy Evaluation, Travel-Demand Modeling and Forecasting, GPS and GIS Applications for Travel-Data Collection and Analysis

Joe Sventek

CIS, UO

Complex Event Processing, Internet of Things, Sensor Networks

Michael J. Tarr

Psychology, CMU

Deep Learning, Cognitive Science, Psychology

Ryan Tibshirani

Statistics and MLD, CMU

Statistical Machine Learning, High-dimensional statistics

Stanislav Uryasev

ISE, UF

Stochastic optimization, risk management, financial engineering and military operations research

Daisy Zhe Wang

CISE, UF

Probabilistic databases, probabilistic knowledge bases, large-scale inference engines, query-driven interactive machine learning, and crowd assisted machine learning

Tan Wong

ECE, UF

Information Integrity, Secret Sharing/ Key Agreement over Physical Channels, Software-defined Radios

Damon Woodard

ECE, UF

Applied Machine Learning, Biometrics, Identity Science, Cybersecurity

Dapeng Oliver Wu

ECE, UF

Machine learning, communication, networking, network science, signal processing, multimedia, security, computer vision

Jinhong Xie

Marketing, UF

Innovation management and strategies, network effects, service pricing, independent product information and marketing strategy, national culture effect on new product management

Eric Xing

MLD, LTI, CSD, CBD, CMU

Machine learning, graphical models, large-scale distributed optimization, DL

 

Lin Yang

BME, UF

Biomedical image analysis and imaging informatics, computer vision, biomedical informatics, and machine learning

Shui Qing Ye

BHI, Pediatrics, UMKC

Designing scalable data management techniques, indexing and query processing of RDF/graph/XML databases

Alina Zare

ECE, UF

Machine Learning, Pattern Recognition, Remote Sensing, Agriculture, Plant Phenotyping, Target Detection, Automated Health Systems

Jinying Zhao

Epidemiology, UF

Genetic Epidemiology, statistical genetics for human complex diseases

Xiang Zhong

ISE, UF

Stochastic modeling and control in healthcare and service systems, Data analytics in healthcare