3 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2025★ 3 cited
Comparative Evaluation of Kolmogorov-Arnold Autoencoders and Orthogonal Autoencoders for Fault Detection with Varying Training Set Sizes
Enrique Luna Villagómez, Vladimir Mahalec
Kolmogorov-Arnold Networks (KANs) have recently emerged as a flexible and parameter-efficient alternative to conventional neural networks. Unlike standard architectures that use fi…
eess.SY2024★ 3 cited
Fault Detection and Identification Using a Novel Process Decomposition Algorithm for Distributed Process Monitoring
Enrique Luna Villagomez, Vladimir Mahalec
Recent progress in fault detection and identification increasingly relies on sophisticated techniques for fault detection, applied through either centralized or distributed approac…