Contributed Papers

Machine Learning and Deep Learning: Frontier Methods and Applications

Tue, Aug 5, 8:30 AM - 10:20 AM Room CC-106A Music City Center

International Chinese Statistical Association

5 Presentations

Comparative Sentiment Analysis Integrating Large Language Models for Company Website Reviews

8:35 AM - 8:50 AM

Co-authors: Jing Bai (North Dakota State University Main Campus), Gaoya Tu (North Dakota State University Main Campus), Jing Bai (North Dakota State University Main Campus), Bong-Jin Choi (North Dakota State University)

Sentiment Analysis Large Language Model LDA STM

Scrutinizing AI Classification Performance Using Neutral Zones

8:50 AM - 9:05 AM

Co-authors: Mengqi Yin, Mengqi Yin

Neutral zones, classification

Human Disease Network Analysis of Clinical Treatment Outcomes with Zero Inflation

9:05 AM - 9:20 AM

Co-authors: Jiping Wang, Jiping Wang

clinical treatment outcomes human disease networks cancers SEER-Medicare data

Leveraging Regression Transformers and SHAP for Alzheimer’s Research: A Path to Deeper Insights

9:20 AM - 9:35 AM

Co-authors: Ruiyi Jiang (UNIVERSITY OF KENTUCKY), Hongbing Zhang (University of Kentucky), Ruiyi Jiang (UNIVERSITY OF KENTUCKY)

Machine learning Regression Transformer interpretability SHAP (Shapley Additive exPlanations)Alzheimer’s Disease Missing Data

WITHDRAWN Multidimensional Functional Data Analysis Using Marginal Product Basis System

9:35 AM - 9:50 AM

Co-authors: William Consagra (University of South Carolina), Arun Venkataraman (PennMedicine), Xing Qiu

multidimensional functional data analysis tensor decomposition basis representation functional principal component analysis brain image analysis