28 citations · 39 across the 3 of their papers we have counts for
3 papers
cs.LG2024
Image-based Novel Fault Detection with Deep Learning Classifiers using Hierarchical Labels
Nurettin Sergin, Jiayu Huang, Tzyy-Shuh Chang +1
One important characteristic of modern fault classification systems is the ability to flag the system when faced with previously unseen fault types. This work considers the unknown…
cs.LG2019★ 11 cited
Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction
Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan +2
Low-rank tensor decomposition and completion have attracted significant interest from academia given the ubiquity of tensor data. However, the low-rank structure is a global proper…
cs.LG2019★ 28 cited
Toward a Better Monitoring Statistic for Profile Monitoring via Variational Autoencoders
Nurettin Sergin, Hao Yan
Wide accessibility of imaging and profile sensors in modern industrial systems created an abundance of high-dimensional sensing variables. This led to a a growing interest in the r…