A pattern recognition approach for anomaly detection on buses brake system. - Nicolas Cheifetz; Allou Samé; Patrice Aknin; Emmanuel De Verdalle (ITSC, 2011)

A CUSUM approach for online change-point detection on curve sequences. - Nicolas Cheifetz; Allou Samé; Patrice Aknin; Emmanuel De Verdalle (ESANN, 2012)

A sequential testing approach for change-point detection on bus door systems. - Nicolas Cheifetz; Allou Samé; Patrice Aknin; Emmanuel De Verdalle (ITSC, 2012)

A Sequential Testing Procedure for Multiple Change-Point Detection in a Stream of Pneumatic Door Signatures. - Nicolas Cheifetz; Allou Samé; Patrice Aknin; Emmanuel De Verdalle; Damien Chenu (ICMLA (1), 2013)

The Powered Two Wheelers fall detection using Multivariate CUmulative SUM (MCUSUM) control charts. - Ferhat Attal; Abderrahmane Boubezoul; Latifa Oukhellou; Nicolas Cheifetz; Stéphane Espié (ITSC, 2014)

Predictive Classification of Water Consumption Time Series Using Non-homogeneous Markov Models. - Milad Leyli-Abadi; Allou Samé; Latifa Oukhellou; Nicolas Cheifetz; Pierre Mandel; Cédric Féliers; Olivier Chesneau (DSAA, 2017)

Extracting urban water usage habits from smart meter data: a functional clustering approach. - Nicolas Cheifetz; Allou Samé; Zineb Sabir; Anne-Claire Sandraz; Cédric Féliers (ESANN, 2017)

Mixture of Non-homogeneous Hidden Markov Models for Clustering and Prediction of Water Consumption Time Series. - Milad Leyli-Abadi; Allou Samé; Latifa Oukhellou; Nicolas Cheifetz; Pierre Mandel; Cédric Féliers; Olivier Chesneau (IJCNN, 2018)

Mixture of Joint Nonhomogeneous Markov Chains to Cluster and Model Water Consumption Behavior Sequences. - Milad Leyli-Abadi; Allou Samé; Latifa Oukhellou; Nicolas Cheifetz; Pierre Mandel; Cédric Féliers; Olivier Chesneau (ACM Trans. Intell. Syst. Technol., 2019)

Online common change-point detection in a set of nonstationary categorical time series. - Milad Leyli-Abadi; Allou Samé; Latifa Oukhellou; Nicolas Cheifetz; Pierre Mandel; Cédric Féliers; Véronique Heim (Neurocomputing, 2021)