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Topic Modeling

286 faculty research Topic Modeling on GradNova.

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12

Adam Purtee

Associate Professor of Computer Science (Instruction)

Computer Science

University of Rochester

Commonsense Reasoning

Knowledge Representation

Machine Learning

Natural Language Understanding

+4

J

Jiebo Luo

Albert Arendt Hopeman Professor of Engineering Professor of Computer Science

Computer Science

University of Rochester

AI for Healthcare

Computer Vision

Data Mining

Human Computer Interaction

+8

N

Nils Murrugarra-Llerena

Teaching Assistant Professor

Computer Science

University of Pittsburgh

Advanced Image and Video Retrieval Techniques

Complex Network Analysis Techniques

Domain Adaptation and Few-Shot Learning

Multimodal Machine Learning Applications

+1

D

Professor

Bayesian Modeling and Causal Inference

Adversarial Robustness in Machine Learning

Topic Modeling

+2

R

Razvan Bunescu

Associate Professor

Computer Science

University of North Carolina at Charlotte

Biomedical Text Mining and Ontologies

Diabetes Management and Research

Natural Language Processing Techniques

Semantic Web and Ontologies

+1

M

Mohit Bansal

John R. and Louise S. Parker Distinguished Professor, Director of Graduate Admissions

Computer Science

University of North Carolina at Chapel Hill

Human-Like Language Generation and Q&a/dialogue

Interpretable and Structured Deep Learning

Multimodal, Grounded, and Embodied Semantics

Statistical Natural Language Processing and Machine Learning

+3

P

Paul Cook

Associate Professor

Computer Science

University of New Brunswick

Biochemical and Molecular Research

Enzyme Structure and Function

Folate and B Vitamins Research

Natural Language Processing Techniques

+1

R

Rui (Zoey) Hu

Assistant Professor

Computer Science & Engineering

University of Nevada, Reno

Advanced Control Systems Optimization

Natural Language Processing Techniques

Privacy-Preserving Technologies in Data

Reinforcement Learning in Robotics

+1

S

Shana Watters

Teaching Professor

Computer Science

University of Minnesota

Innovative Teaching and Learning Methods

Natural Language Processing Techniques

Neurobiology of Language and Bilingualism

Online and Blended Learning

+1

G

George Karypis

Research Faculty

Computer Science

University of Minnesota

Advanced Neural Network Applications

Adversarial Robustness in Machine Learning

Explainable Artificial Intelligence (xai)

Parallel Computing and Optimization Techniques

+1

D

Dongyeop Kang

Assistant Professor

Computer Science

University of Minnesota

Advanced Text Analysis Techniques

Natural Language Processing Techniques

Speech and Dialogue Systems

Text Readability and Simplification

+1

A

Andrew Exley

Associate Teaching Professor

Computer Science

University of Minnesota

Natural Language Processing Techniques

Neurobiology of Language and Bilingualism

Speech and Dialogue Systems

Syntax, Semantics, Linguistic Variation

+1

C

Caiwen Ding

Associate Professor

Computer Science

University of Minnesota

Advanced Memory and Neural Computing

Advanced Neural Network Applications

Adversarial Robustness in Machine Learning

Ferroelectric and Negative Capacitance Devices

+1

D

Di Ma

Chair and Professor

Computer Science

University of Michigan–Dearborn

Computer Security

Computing and Networks

Anomaly Detection Techniques and Applications

Topic Modeling

+3

S

Scott Fleming

Department Chair and Associate Professor

Computer Science

University of Memphis

Computer Science Education

Human-Computer Interaction

Software Engineering

Machine Learning in Healthcare

+4

W

William Baggett

Associate Professor of Teaching

Computer Science

University of Memphis

Intelligent Tutoring Systems

Topic Modeling

Semantic Web and Ontologies

J

Joshua Carberry

Assistant Teaching Professor

Computer & Information Science

University of Massachusetts Dartmouth

Biomedical Text Mining and Ontologies

Cloud Computing and Resource Management

IoT and Edge/fog Computing

Machine Learning in Healthcare

+1

Z

Zaihan Yang

Lecturer

Computer Science

University of Massachusetts Boston

Complex Network Analysis Techniques

Expert Finding and Q&a Systems

Recommender Systems and Techniques

Sentiment Analysis and Opinion Mining

+1

S

Shichao Pei

Assistant Professor

Computer Science

University of Massachusetts Boston

Advanced Graph Neural Networks

Domain Adaptation and Few-Shot Learning

Multimodal Machine Learning Applications

Recommender Systems and Techniques

+1

K

Kenneth Fletcher

Associate Professor

Computer Science

University of Massachusetts Boston

Caching and Content Delivery

Recommender Systems and Techniques

Service-Oriented Architecture and Web Services

Topic Modeling

+1

J

Jeffrey Talbert

Joint Appointment with College of Pharmacy, Professor and Division Chief for Biomedical Informatics

Computer Science

University of Kentucky

Artificial Intelligence in Healthcare and Education

Data Quality and Management

Electronic Health Records Systems

Natural Language Processing Techniques

+1