3 papers
cs.AI2025
A Dynamic Fuzzy Rule and Attribute Management Framework for Fuzzy Inference Systems in High-Dimensional Data
Ke Liu, Jing Ma, Edmund M-K Lai
This paper presents an Adaptive Dynamic Attribute and Rule (ADAR) framework designed to address the challenges posed by high-dimensional data in neuro-fuzzy inference systems. By i…
cs.NE2025
Residual Learning Inspired Crossover Operator and Strategy Enhancements for Evolutionary Multitasking
Ruilin Wang, Xiang Feng, Huiqun Yu +1
In evolutionary multitasking, strategies such as crossover operators and skill factor assignment are critical for effective knowledge transfer. Existing improvements to crossover o…
cs.CL2023
AaKOS: Aspect-adaptive Knowledge-based Opinion Summarization
Guan Wang, Weihua Li, Edmund M-K. Lai +1
The rapid growth of information on the Internet has led to an overwhelming amount of opinions and comments on various activities, products, and services. This makes it difficult an…