3 papers
cs.CL2026
Enhancing SDG-Text Classification with Combinatorial Fusion Analysis and Generative AI
Jingyan Xu, Marcelo L. LaFleur, Christina Schweikert +1
(Natural Language Processing) NLP techniques such as text classification and topic discovery are very useful in many application areas including information retrieval, knowledge di…
cs.CE2026
A Model Fusion Approach for Enhancing Credit Approval Decision Making
Yuanhong Wu, Jingyan Xu, Wei Ye +2
Credit default poses significant challenges to financial institutions and consumers, resulting in substantial financial losses and diminished trust. As such, credit default risk ma…
cs.LG2025
Enhancing Sentiment Classification with Machine Learning and Combinatorial Fusion
Sean Patten, Pin-Yu Chen, Christina Schweikert +1
This paper presents a novel approach to sentiment classification using the application of Combinatorial Fusion Analysis (CFA) to integrate an ensemble of diverse machine learning m…