Mounîm A. El-Yacoubi

33 papers A* 1B 1C 2Journal 23Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Detection of Early Parkinson's Disease by Leveraging Speech Foundation Models.
IEEE J. Biomed. Health Informatics
Quang Dao, Laetitia Jeancolas, Graziella Mangone, Sara Sambin, Alizé Chalançon, Manon Gomes, Stéphane Lehéricy, Jean-Christophe Corvol, Marie Vidailhet, Isabelle Arnulf, Dijana Petrovska-Delacrétaz, Mounîm A. El-Yacoubi
2025 J jnl
Feature Impact Analysis on Top Long-Jump Performances with Quantile Random Forest and Explainable AI Techniques.
CoRR
Qi Gan, Stéphan Clémençon, Mounîm A. El-Yacoubi, Sao Mai Nguyen, Eric Fenaux, Ons Jelassi
2025 J jnl
Hybrid Transformer for Early Alzheimer's Detection: Integration of Handwriting-Based 2D Images and 1D Signal Features.
IEEE J. Biomed. Health Informatics
Changqing Gong, Huafeng Qin, Mounîm A. El-Yacoubi
2024 A* conf
Adversarial AutoMixup.
ICLR
Huafeng Qin, Xin Jin, Yun Jiang, Mounîm A. El-Yacoubi, Xinbo Gao
2024 C conf
Human Pose Estimation Based Biomechanical Feature Extraction for Long Jumps.
HSI
Qi Gan, Sao Mai Nguyen, Mounîm A. El-Yacoubi, Eric Fenaux, Stéphan Clémençon
2024 J jnl
Hybrid Transformer for Early Alzheimer's Detection: Integration of Handwriting-Based 2D Images and 1D Signal Features.
CoRR
Changqing Gong, Huafeng Qin, Mounîm A. El-Yacoubi
2024 — conf
SUMix: Mixup with Semantic and Uncertain Information.
ECCV (87)
Huafeng Qin, Xin Jin, Hongyu Zhu, Hongchao Liao, Mounîm A. El-Yacoubi, Xinbo Gao
2024 J jnl
SUMix: Mixup with Semantic and Uncertain Information.
CoRR
Huafeng Qin, Xin Jin, Hongyu Zhu, Hongchao Liao, Mounîm A. El-Yacoubi, Xinbo Gao
2024 J jnl
Special section: Best papers of the international conference on pattern recognition and artificial intelligence (ICPRAI) 2022.
Pattern Recognit. Lett.
Mounîm A. El-Yacoubi, Umapada Pal, Eric Granger, Pong Chi Yuen
2024 J jnl
StarLKNet: Star Mixup with Large Kernel Networks for Palm Vein Identification.
CoRR
Xin Jin, Hongyu Zhu, Mounîm A. El-Yacoubi, Hongchao Liao, Huafeng Qin, Yun Jiang
2023 J jnl
AccEq-DRT: Planning Demand-Responsive Transit to reduce inequality of accessibility.
CoRR
Duo Wang, Andrea Araldo, Mounîm A. El-Yacoubi
2023 J jnl
Detection of Alzheimer Disease on Online Handwriting Using 1D Convolutional Neural Network.
IEEE Access
Quang Dao, Mounîm A. El-Yacoubi, Anne-Sophie Rigaud
2022 J jnl
GLYFE: review and benchmark of personalized glucose predictive models in type 1 diabetes.
Medical Biol. Eng. Comput.
Maxime De Bois, Mounîm A. El-Yacoubi, Mehdi Ammi
2021 J jnl
Adversarial multi-source transfer learning in healthcare: Application to glucose prediction for diabetic people.
Comput. Methods Programs Biomed.
Maxime De Bois, Mounîm A. El-Yacoubi, Mehdi Ammi
2021 J jnl
Enhancing the Interpretability of Deep Models in Healthcare Through Attention: Application to Glucose Forecasting for Diabetic People.
Int. J. Pattern Recognit. Artif. Intell.
Maxime De Bois, Mounîm A. El-Yacoubi, Mehdi Ammi
2020 J jnl
Adversarial Multi-Source Transfer Learning in Healthcare: Application to Glucose Prediction for Diabetic People.
CoRR
Maxime De Bois, Mounîm A. El-Yacoubi, Mehdi Ammi
2020 — conf
End-to-End Generative Adversarial Network for Palm-Vein Recognition.
ICPRAI
Huafeng Qin, Mounîm A. El-Yacoubi
2020 J jnl
GLYFE: Review and Benchmark of Personalized Glucose Predictive Models in Type-1 Diabetes.
CoRR
Maxime De Bois, Mehdi Ammi, Mounîm A. El-Yacoubi
2020 J jnl
Integration of Clinical Criteria into the Training of Deep Models: Application to Glucose Prediction for Diabetic People.
CoRR
Maxime De Bois, Mounîm A. El-Yacoubi, Mehdi Ammi
2020 — conf
Interpreting Deep Glucose Predictive Models for Diabetic People Using RETAIN.
ICPRAI
Maxime De Bois, Mounîm A. El-Yacoubi, Mehdi Ammi
2020 J jnl
Interpreting Deep Glucose Predictive Models for Diabetic People Using RETAIN.
CoRR
Maxime De Bois, Mounîm A. El-Yacoubi, Mehdi Ammi
2020 J jnl
Prediction-Coherent LSTM-based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People.
CoRR
Maxime De Bois, Mounîm A. El-Yacoubi, Mehdi Ammi
2019 J jnl
From aging to early-stage Alzheimer's: Uncovering handwriting multimodal behaviors by semi-supervised learning and sequential representation learning.
Pattern Recognit.
Mounîm A. El-Yacoubi, Sonia Garcia-Salicetti, Christian Kahindo, Anne-Sophie Rigaud, Victoria Cristancho-Lacroix
2019 C conf
Model Fusion to Enhance the Clinical Acceptability of Long-Term Glucose Predictions.
BIBE
Maxime De Bois, Mehdi Ammi, Mounîm A. El-Yacoubi
2019 — conf
Prediction-Coherent LSTM-Based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People.
ICONIP (3)
Maxime De Bois, Mounîm A. El-Yacoubi, Mehdi Ammi
2019 B conf
Study of Short-Term Personalized Glucose Predictive Models on Type-1 Diabetic Children.
IJCNN
Maxime De Bois, Mounîm A. El-Yacoubi, Mehdi Ammi
2018 J jnl
SeqTools: A python package for easy transformation, combination and evaluation of large datasets.
J. Open Source Softw.
Nicolas Granger, Mounîm A. El-Yacoubi
2017 — conf
Comparing Hybrid NN-HMM and RNN for Temporal Modeling in Gesture Recognition.
ICONIP (2)
Nicolas Granger, Mounîm A. El-Yacoubi
2016 J jnl
Age-Related Evolution Patterns in Online Handwriting.
Comput. Math. Methods Medicine
Gabriel Marzinotto, José C. Rosales, Mounîm A. El-Yacoubi, Sonia Garcia-Salicetti, Christian Kahindo, Hélène Kerhervé, Victoria Cristancho-Lacroix, Anne-Sophie Rigaud
2016 J jnl
CT-Mapper: Mapping sparse multimodal cellular trajectories using a multilayer transportation network.
Comput. Commun.
Fereshteh Asgari, Alexis Sultan, Haoyi Xiong, Vincent Gauthier, Mounîm A. El-Yacoubi
2016 — conf
Multimodal Sequential Modeling and Recognition of Human Activities.
ICCHP (2)
Mouna Selmi, Mounîm A. El-Yacoubi
2016 J jnl
Segmentation-free Word Spotting for Handwritten Arabic Documents.
Int. J. Interact. Multim. Artif. Intell.
Ghizlane Khaissidi, Youssef Elfakir, Mostafa Mrabti, Mounîm A. El-Yacoubi, Driss Chenouni, Zakia Lakhliai
2016 J jnl
Two-layer discriminative model for human activity recognition.
IET Comput. Vis.
Mouna Selmi, Mounîm A. El-Yacoubi, Bernadette Dorizzi