| Causality based feature selection approach for multivariate time series forecasting Y Hmamouche, A Casali, L Lakhal DBKDA 2017, The Ninth International Conference on Advances in Databases …, 2017 | 20 | 2017 |
| NlinTS: An R Package For Causality Detection in Time Series. Y Hmamouche R J. 12 (1), 21, 2020 | 19 | 2020 |
| Refined edge detection with cascaded and high-resolution convolutional network O Elharrouss, Y Hmamouche, AK Idrissi, B El Khamlichi, ... Pattern Recognition 138, 109361, 2023 | 18 | 2023 |
| Multimodal corpus of bidirectional conversation of human-human and human-robot interaction during fMRI scanning B Rauchbauer, Y Hmamouche, B Bigi, L Prévot, M Ochs, T Chaminade Proceedings of the Twelfth Language Resources and Evaluation Conference, 668-675, 2020 | 18 | 2020 |
| Improving multivariate time series forecasting with random walks with restarts on causality graphs P Przymus, Y Hmamouche, A Casali, L Lakhal 2017 IEEE International Conference on Data Mining Workshops (ICDMW), 924-931, 2017 | 14 | 2017 |
| GFSM: a feature selection method for improving time series forecasting Y Hmamouche, P Przymus, A Casali, L Lakhal International Journal On Advances in Systems and Measurements, 2017 | 7 | 2017 |
| Large multivariate time series forecasting: survey on methods and scalability Y Hmamouche, PM Przymus, H Alouaoui, A Casali, L Lakhal Utilizing big data paradigms for business intelligence, 170-197, 2019 | 6 | 2019 |
| Exploring the dependencies between behavioral and neuro-physiological time-series extracted from conversations between humans and artificial agents Y Hmamouche, M Ochs, L Prevot, C Thierry 9th International Conference on Pattern Recognition Applications and Methods …, 2020 | 5 | 2020 |
| A spatio-temporal deep learning approach for underwater acoustic signals classification Z Alouani, Y Hmamouche, B El Khamlichi, AEF Seghrouchni 2022 18th IEEE International Conference on Advanced Video and Signal Based …, 2022 | 4 | 2022 |
| Prédiction des séries temporelles larges Y Hmamouche AMU-Aix Marseille Université, 2018 | 4 | 2018 |
| Automatic kdd data preparation using multi-criteria features Y Hmamouche, C Ernst, A Casali idea 1 (p2), 1, 2015 | 4 | 2015 |
| Brainpredict: a tool for predicting and visualising local brain activity Y Hmamouche, L Prevot, M Ochs, T Chaminade Proceedings of the 12th Conference on Language Resources and Evaluation …, 2020 | 3 | 2020 |
| Predictors extraction in time series using authorities-hubs ranking Y Hmamouche, L Lakhal, A Casali 2018 IEEE international conference on data mining workshops (ICDMW), 1070-1079, 2018 | 3 | 2018 |
| A scalable framework for large time series prediction Y Hmamouche, L Lakhal, A Casali Knowledge and Information Systems 63, 1093-1116, 2021 | 2 | 2021 |
| Neuroscience to investigate social mechanisms involved in human-robot interactions Y Hmamouche, M Ochs, L Prévot, T Chaminade Companion Publication of the 2020 International Conference on Multimodal …, 2020 | 2 | 2020 |
| POP: A Parallel Optimized Preparation of data for data mining C Ernst, Y Hmamouche, A Casali 2015 7th International Joint Conference on Knowledge Discovery, Knowledge …, 2015 | 2 | 2015 |
| A transformer-based architecture for the automatic detection of clickbait for Arabic headlines J R’baiti, R Faizi, Y Hmamouche, AEF Seghrouchni 2023 5th International Conference on Natural Language Processing (ICNLP …, 2023 | 1 | 2023 |
| Inception-based Deep Learning Architecture for 3D Point Cloud Completion H Saffi, Y Hmamouche, O Elharrouss, AEF Seghrouchni 2022 18th IEEE International Conference on Advanced Video and Signal Based …, 2022 | 1 | 2022 |
| Identifying Causal Relationships Between Behavior and Local Brain Activity During Natural Conversation Y Hmamouche, L Prevot, O Magalie, C Thierry Interspeech 2020, 101-105, 2020 | 1 | 2020 |
| Interpretable prediction of brain activity during conversations from multimodal behavioral signals Y Hmamouche, M Ochs, L Prévot, T Chaminade Plos one 19 (3), e0284342, 2024 | | 2024 |
Alain CasaliAssistant Professor of Computer Science, Aix Marseille UniversitéZweryfikowany adres z lis-lab.fr
