Science Daily

This AI finds simple rules where humans see only chaos

A new AI developed at Duke University can uncover simple, readable rules behind extremely complex systems. It studies how ...
IEEE

A Design of Fuzzy Rule-Based Classifier for Multiclass Classification and Its Realization in Horizontal Federated Learning

Abstract: Pattern recognition plays an important role in the process of knowledge discovery. The construction of easily describable and interpretable classification rules is of vital importance in ...
IEEE

Rule-Based With Machine Learning IDS for DDoS Attack Detection in Cyber-Physical Production Systems (CPPS)

Abstract: Recent advancements in communication technology have transformed the way the industrial system works. This digitalization has improved the way of communication between different actors ...
GitHub

WALL-E: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents

WALL-E mining a diamond in Mars. Step 1-2: the agent makes decision via MPC with the initial unaligned world model, resulting in a failed action for mining iron. Step 3: leveraging previous ...