Philip Tchatchoua

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Variable Length

Fault Detection

Categorical Data

Multivariate Time Series

Top Venues

Publications

Philip Tchatchoua, Guillaume Graton, Mustapha Ouladsine, Jean-François Christaud
Fault Detection on Variable Length Multivariate Time Series from Semiconductor Manufacturing. SENSORS (2023)
Philip Tchatchoua, Guillaume Graton, Mustapha Ouladsine, Jean-François Christaud
Application of 1D ResNet for Multivariate Fault Detection on Semiconductor Manufacturing Equipment. Sensors 23 (22) (2023)
Youssef Trardi, Bouchra Ananou, Philip Tchatchoua, Mustapha Ouladsine
Ensemble Machine Learning Algorithms for Anomaly Detection in Multivariate Time-Series. ICCAD (2022)
Philip Tchatchoua, Guillaume Graton, Mustapha Ouladsine, Julien Muller, Abraham Traoré, Michel Juge
1D ResNet for Fault Detection and Classification on Sensor Data in Semiconductor Manufacturing. ICCAD (2022)
Philip Tchatchoua, Guillaume Graton, Mustapha Ouladsine, Michel Juge
A Comparative Evaluation of Deep Learning Anomaly Detection Techniques on Semiconductor Multivariate Time Series Data. CASE (2021)