Hmamouche Youssef
Hmamouche Youssef
International Artificial Intelligence Center of Morocco - University Mohammed VI Polytechnique
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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
Refined edge detection with cascaded and high-resolution convolutional network
O Elharrouss, Y Hmamouche, AK Idrissi, B El Khamlichi, ...
Pattern Recognition 138, 109361, 2023
NlinTS: An R Package For Causality Detection in Time Series.
Y Hmamouche
R J. 12 (1), 21, 2020
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
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
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
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
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
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
Prédiction des séries temporelles larges
Y Hmamouche
AMU-Aix Marseille Université, 2018
Automatic kdd data preparation using multi-criteria features
Y Hmamouche, C Ernst, A Casali
idea 1 (p2), 1, 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
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
A scalable framework for large time series prediction
Y Hmamouche, L Lakhal, A Casali
Knowledge and Information Systems 63, 1093-1116, 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
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
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
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
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
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
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