Predictive classification of water consumption time series using non-homogeneous markov models ML Abadi, A Samé, L Oukhellou, N Cheifetz, P Mandel, C Féliers, ... 2017 IEEE International Conference on Data Science and Advanced Analytics …, 2017 | 14 | 2017 |
Denoising Autoencoder as an Effective Dimensionality Reduction and Clustering of Text Data M Leyli-Abadi, L Labiod, M Nadif Pacific-Asia Conference on Knowledge Discovery and Data Mining, 801-813, 2017 | 13 | 2017 |
Mixture of Non-homogeneous Hidden Markov Models for Clustering and Prediction of Water Consumption Time Series M Leyli-Abadi, A Samé, L Oukhellou, N Cheifetz, P Mandel, C Féliers, ... 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 2 | 2018 |
Online Common Change-point Detection in a Set of Nonstationary Categorical Time Series M Leyli-Abadi, A Samé, L Oukhellou, N Cheifetz, P Mandel, C Féliers, ... Neurocomputing, 2021 | 1 | 2021 |
Riding Pattern Recognition for Powered Two-Wheelers Using a Long Short-Term Memory Network M Leyli-Abadi, A Boubezoul, L Oukhellou IEEE International Conference on Intelligent Transportation Systems (ITSC), 2020 | 1 | 2020 |
Non-Supervised Trajectory Segmentation and Cross Analysis of Riders’ Dynamic Behavior in a Simulated Riding Platform M Leyli-abadi, A Boubezoul, S Espié 2020 IEEE International Smart Cities Conference (ISC2), 1-8, 2020 | 1 | 2020 |
Road Patterns Identification and Risk Analysis Based on Machine Learning Framework: Powered Two-Wheelers Case M Leyli-abadi, A Boubezoul, S Espié International Conference on Intelligent Data Engineering and Automated …, 2020 | | 2020 |
Modélisation dynamique, classification et détection de changement dans les panels catégoriels issus d'un réseau d'eau intelligent M Leyli Abadi Paris Est, 2019 | | 2019 |
Change Point Detection in Periodic Panel Data Using a Mixture-Model-Based Approach A Samé, M Leyli-Abadi Pacific-Asia Conference on Knowledge Discovery and Data Mining, 139-150, 2019 | | 2019 |
Mixture of Joint Nonhomogeneous Markov Chains to Cluster and Model Water Consumption Behavior Sequences M Leyli-Abadi, A Samé, L Oukhellou, N Cheifetz, P Mandel, C Féliers, ... ACM Transactions on Intelligent Systems and Technology (TIST) 10 (6), 2019 | | 2019 |
Mélange de chaînes de Markov non-homogènes pour la classification et la prévision des habitudes de consommation issues d'un réseau d'eau intelligent M Leyli-Abadi, A Same, L Oukhellou XXVèmes Rencontres de la Société Francophone de Classification, 4p, 2018 | | 2018 |
Détection en ligne de multiples changements dans un panel de données catégorielles M Leyli-abadi, A Samé, L Oukhellou Société Francophone de Classification (SFC) Actes des 26èmes Rencontres, 117, 0 | | |