3 papers
cs.CL2025
Analysis of Voluntarily Reported Data Post Mesh Implantation for Detecting Public Emotion and Identifying Concern Reports
Indu Bala, Lewis Mitchell, Marianne H Gillam
Mesh implants are widely utilized in hernia repair surgeries, but postoperative complications present a significant concern. This study analyzes patient reports from the Manufactur…
cs.NE2025
Explainable Information Processing in Particle Swarm Optimization through Landscape and Search Behavior Analysis
Dikshit Chauhan, Nitin Gupta, Bapi Dutta +4
Swarm-based optimization algorithms have demonstrated remarkable success in solving complex problems, yet their widespread adoption remains limited due to poor transparency in how…
cs.LG2025
Enhancing Explainability and Reliable Decision-Making in Particle Swarm Optimization through Communication Topologies
Nitin Gupta, Indu Bala, Bapi Dutta +2
Swarm intelligence effectively optimizes complex systems across fields like engineering and healthcare, yet algorithm solutions often suffer from low reliability due to unclear con…