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Topic Modeling

Topic Modeling

647 faculty research Topic Modeling on GradNova.

A
Computer Vision
Gen AI
Human-Robot Interaction.
Machine Learning
+7
S
Big Data Analytics
Cyber Security and Privacy of Cloud-Based Big Data and Deep Learning Systems
Data Mining
Machine Learning Based Intrusion Detection System
+8
A
Aaron Masino

Associate Professor, Ph.D. Program Coordinator, BDSI

Computer Science

Clemson University

Artificial Intelligence in Healthcare and Education
Biomedical Text Mining and Ontologies
Genomics and Rare Diseases
Machine Learning in Healthcare
+1
S
Lung Cancer Diagnosis and Treatment
Natural Language Processing Techniques
Reinforcement Learning in Robotics
Speech and Dialogue Systems
+1
X
Xiaotian Han

Kevin J. Kranzusch Assistant Professor I, Department of Computer and Data Sciences,

Computer Science

Case Western Reserve University

Bayesian Modeling and Causal Inference
Image and Signal Denoising Methods
Multi-Agent Systems and Negotiation
Sparse and Compressive Sensing Techniques
+1
V
Natural Language Processing Techniques
Software Engineering Research
Software Reliability and Analysis Research
Software Testing and Debugging Techniques
+1
A
Domain Adaptation and Few-Shot Learning
Multimodal Machine Learning Applications
Natural Language Processing Techniques
Topic Modeling
+1
J
Innovative Teaching and Learning Methods
Intelligent Tutoring Systems and Adaptive Learning
Reading and Literacy Development
Speech and Dialogue Systems
+1
W
Data Quality and Management
Machine Learning and Algorithms
Natural Language Processing Techniques
Semantic Web and Ontologies
+1
S
Multimodal Machine Learning Applications
Natural Language Processing Techniques
Software Engineering Research
Speech and Dialogue Systems
+1
M
Artificial Intelligence in Healthcare and Education
Interpreting and Communication in Healthcare
Patient-Provider Communication in Healthcare
Topic Modeling
+4
L
Lei Li

Associate Professor without Tenure

Computer Science

Carnegie Mellon University

Natural Language Processing Techniques
Text Readability and Simplification
Topic Modeling
Multimodal Machine Learning Applications
+2
D
Intellectual Property and Patents
Law, Ai, and Intellectual Property
Semantic Web and Ontologies
Topic Modeling
+1
B
Advanced Neural Network Applications
Multimodal Machine Learning Applications
Natural Language Processing Techniques
Speech and Dialogue Systems
+1
S
Sherry Tongshuang Wu

Daniel P. Siewiorek Assistant Professor of Human-Computer Interaction

Computer Science

Carnegie Mellon University

Ethics and Social Impacts of AI
Explainable Artificial Intelligence (xai)
Natural Language Processing Techniques
Software Engineering Research
+1
D
Adversarial Robustness in Machine Learning
Multimodal Machine Learning Applications
Natural Language Processing Techniques
Text Readability and Simplification
+1
C
Data Management and Algorithms
Multimodal Machine Learning Applications
Natural Language Processing Techniques
Topic Modeling
+3
R
Algorithms and Data Compression
Natural Language Processing Techniques
Speech and Dialogue Systems
Text and Document Classification Technologies
+1
E
Bioinformatics and Genomic Networks
Cell Image Analysis Techniques
Single-Cell and Spatial Transcriptomics
Topic Modeling
+4
A
Gaussian Processes and Bayesian Inference
Machine Learning and Algorithms
Model Reduction and Neural Networks
Natural Language Processing Techniques
+1
C
Carl Kingsford

Herbert A. Simon Professor of Computer Science

Computer Science

Carnegie Mellon University

Genomics and Phylogenetic Studies
Natural Language Processing Techniques
RNA and Protein Synthesis Mechanisms
RNA Modifications and Cancer
+4
G
Graham Neubig

Associate Professor with Indefinite Tenure

Computer Science

Carnegie Mellon University

Natural Language Processing Techniques
Speech and Dialogue Systems
Speech Recognition and Synthesis
Topic Modeling
+2
R
COVID-19 Epidemiological Studies
Data-Driven Disease Surveillance
Influenza Virus Research Studies
Natural Language Processing Techniques
+1
E
Explainable Artificial Intelligence (xai)
Machine Learning in Materials Science
Multimodal Machine Learning Applications
Natural Language Processing Techniques
+1
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