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Youssef Hmamouche

Refined edge detection with cascaded and high-resolution convolutional network
2023 · Omar Elharrouss, Youssef Hmamouche, et al. · Pattern Recognition · 78
NlinTS: An R Package For Causality Detection in Time Series
2020 · Youssef Hmamouche · The R Journal · 28
Improving Multivariate Time Series Forecasting with Random Walks with Restarts on Causality Graphs
2017 · Piotr Przymus, Youssef Hmamouche, et al. · IEEE ... International Conference on Data Mining workshops · 16
A Causality Based Feature Selection Approach for Multivariate Time Series Forecasting
2017 · Hmamouche, Youssef, Casali, Alain, et al. · HAL · 16
A Spatio-temporal Deep Learning Approach for Underwater Acoustic Signals Classification
2022 · Zakaria Alouani, Youssef Hmamouche, et al. · IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) · 12
Multimodal Corpus of Bidirectional Conversation of Human-human and Human-robot Interaction during fMRI Scanning
2020 · Rauchbauer, Birgit, Hmamouche, Youssef, et al. · HAL · 10
A scalable framework for large time series prediction
2021 · Youssef Hmamouche, Lotfi Lakhal, et al. · Knowledge and Information Systems · 6
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GFSM: a Feature Selection Method for Improving Time Series Forecasting
2017 · Hmamouche, Youssef, Przymus, Piotr, et al. · HAL · 6
Large Multivariate Time Series Forecasting
2018 · Youssef Hmamouche, Piotr Marian Przymus, et al. · Advances in business information systems and analytics book series · 4
Auto-BPA: An Enhanced Ball-Pivoting Algorithm with Adaptive Radius using Contextual Bandits
2024 · Houda Saffi, Naima Otberdout, et al. · IEEE Winter Conference on Applications of Computer Vision · 3
A transformer-based architecture for the automatic detection of clickbait for Arabic headlines
2023 · Jihad R’Baiti, Rdouan Faizi, et al. · 3
Neuroscience to Investigate Social Mechanisms Involved in Human-Robot Interactions
2020 · Youssef Hmamouche, Magalie Ochs, et al. · Companion Publication of the International Conference on Multimodal Interaction (ICMI Companion) · 3
Predictors Extraction in Time Series Using Authorities-Hubs Ranking
2018 · Youssef Hmamouche, Lotfi Lakhal, et al. · IEEE ... International Conference on Data Mining workshops · 3
Identifying Causal Relationships Between Behavior and Local Brain Activity During Natural Conversation
2020 · Hmamouche Youssef, Prévot Laurent, et al. · Interspeech (USB) · 2
Exploring the Dependencies between Behavioral and Neuro-physiological Time-series Extracted from Conversations between Humans and Artificial Agents
2020 · Hmamouche Youssef, Ochs Magalie, et al. · International Conference on Pattern Recognition Applications and Methods · 2
multivariate time series forecasting
2017 · Youssef Hmamouche, Alain Casali, et al. · 2
Maghrebi dialects – Arabic bidirectional translation: an improved transformer with transfer learning
2026 · Jihad R’baiti, Youssef Hmamouche, et al. · Natural language processing. · 1
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BrainDEC: A Multimodal LLM for the Non-Invasive Decoding of Text from Brain Recordings
2025 · Youssef Hmamouche, Ismail Chihab, et al. · Information Fusion · 1
Predicting Activity in Brain Areas Associated with Emotion Processing Using Multimodal Behavioral Signals
2025 · Lahoucine Kdouri, Youssef Hmamouche, et al. · Multimodal Technologies and Interaction · 1
MorAI at QIAS 2025: Collaborative LLM via Voting and Retrieval-Augmented Generation for Solving Complex Inheritance Problems
2025 · Jihad R’baiti, Chouaib El Hachimi, et al. · Arabic Natural Language Processing Workshop (WANLP) · 1
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Interpretable prediction of brain activity during conversations from multimodal behavioral signals
2024 · Youssef Hmamouche, Magalie Ochs, et al. · PLoS ONE · 1
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NlinTS: Models for Non Linear Causality Detection in Time Series
2018 · Youssef Hmamouche · 1
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POP: A Parallel Optimized Preparation of Data for Data Mining
2015 · Christian Ernst, Youssef Hmamouche, et al. · International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management · 1
Towards Figurative Language Understanding in Moroccan Darija: An Evaluation of Large Language Models
2026 · R'baiti, Jihad, Hmamouche, Youssef, et al. · arXiv (Cornell University)
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Embedding-based adaptive rejection preference optimization for low-resource machine translation
2026 · Jihad R’baiti, Yassine Rachidy, et al. · Language Resources and Evaluation
Works count: 44
Citation count: 201
H-index: 6
I10-index: 6
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