Mounim A. El-Yacoubi

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 75

Top Topics

Arabic Documents

Transfer Learning

Activity Recognition

Top Venues

IEEE Trans. Inf. Forensics Secur.

Publications

Hongchao Liao, Xin Jin, Hongyu Zhu, Yuming Fu, Mounim A. El-Yacoubi, Huafeng Qin
GAN et: Gabor Attention Aggregation Network for Palmvein Identification. HSI (2024)
Taissir Fekih Romdhane, Mohamed Ibn Khedher, Mounim A. El-Yacoubi
PredictStr: A Balanced Benchmark Dataset for Improve Stroke Prediction. HSI (2024)
Huafeng Qin, Chao Fan, Shaojiang Deng, Yantao Li, Mounim A. El-Yacoubi, Gang Zhou
AG-NAS: An Attention GRU-Based Neural Architecture Search for Finger-Vein Recognition. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Huafeng Qin, Yiquan Wu, Mounim A. El-Yacoubi, Jun Wang, Guangxiang Yang
Adversarial Masking Contrastive Learning for vein recognition. CoRR (2024)
Karim Haddada, Mohamed Ibn Khedher, Olfa Jemai, Sarra Iben Khedher, Mounim A. El-Yacoubi
Assessing the Interpretability of Machine Learning Models in Early Detection of Alzheimer's Disease. HSI (2024)
Huafeng Qin, Changqing Gong, Yantao Li, Mounim A. El-Yacoubi, Xinbo Gao, Jun Wang
Attention Label Learning to Enhance Interactive Vein Transformer for Palm-Vein Recognition. IEEE Trans. Biom. Behav. Identity Sci. 6 (3) (2024)
Yantao Li, Li Liu, Shaojiang Deng, Huafeng Qin, Mounim A. El-Yacoubi, Gang Zhou
Memory-Augmented Autoencoder Based Continuous Authentication on Smartphones With Conditional Transformer GANs. IEEE Trans. Mob. Comput. 23 (5) (2024)
Huafeng Qin, Haofei Xi, Yantao Li, Mounim A. El-Yacoubi, Jun Wang, Xinbo Gao
Adversarial Learning-Based Data Augmentation for Palm-Vein Identification. IEEE Trans. Circuits Syst. Video Technol. 34 (6) (2024)
Anas Filali Razzouki, Laetitia Jeancolas, Graziella Mangone, Sara Sambin, Alizé Chalançon, Manon Gomes, Stéphane Lehéricy, Jean-Christophe Corvol, Marie Vidailhet, Isabelle Arnulf, Mounim A. El-Yacoubi, Dijana Petrovska-Delacrétaz
Early-Stage Parkinson's Disease Detection Based on Optical Flow and Video Vision Transformer. HSI (2024)
Hajar Hammouch, Sambit Mohapatra, Mounim A. El-Yacoubi, Huafeng Qin, Hassan Berbia
GT&I GAN: A Generative Adversarial Network for Data Augmentation in Regression and Segmentation Tasks. HSI (2024)
Marwa Zaabi, Mohamed Ibn Khedher, Mounim A. El-Yacoubi
Improving Alzheimer's Diagnosis Using Vision Transformers and Transfer Learning. HSI (2024)
Huafeng Qin, Hongyu Zhu, Xin Jin, Qun Song, Mounim A. El-Yacoubi, Xinbo Gao
EmMixformer: Mix transformer for eye movement recognition. CoRR (2024)
Emna Ben Baoues, Imen Jegham, Mounim A. El-Yacoubi, Anouar Ben Khalifa
Soft-Attention Based Person Re-Identification in Real-world Settings using Variational AutoEncoders. HSI (2024)
Khaoula Ajroudi, Mohamed Ibn Khedher, Olfa Jemai, Mounim A. El-Yacoubi
Exploring the Efficacy of Text Embeddings in Early Dementia Diagnosis from Speech. HSI (2024)
Serena Zanelli, Kornelia Eveilleau, Mehdi Ammi, Magid Hallab, Mounim A. El-Yacoubi
Risk assessment of diabetic retinopathy with machine and deep learning models with PPG signals and PWV. EMBC (2023)
Abir Fathallah, Mounim A. El-Yacoubi, Najoua Essoukri Ben Amara
EHDI: Enhancement of Historical Document Images via Generative Adversarial Network. VISIGRAPP (4: VISAPP) (2023)
Huafeng Qin, Changqing Gong, Yantao Li, Xinbo Gao, Mounim A. El-Yacoubi
Label Enhancement-Based Multiscale Transformer for Palm-Vein Recognition. IEEE Trans. Instrum. Meas. 72 (2023)
Omar El Mellouki, Mohamed Ibn Khedher, Mounim A. El-Yacoubi
Abstract Layer for LeakyReLU for Neural Network Verification Based on Abstract Interpretation. IEEE Access 11 (2023)
Serena Zanelli, Mounim A. El-Yacoubi, Magid Hallab, Mehdi Ammi
Type 2 Diabetes Detection With Light CNN From Single Raw PPG Wave. IEEE Access 11 (2023)
Yantao Li, Song Ruan, Huafeng Qin, Shaojiang Deng, Mounim A. El-Yacoubi
Transformer Based Defense GAN Against Palm-Vein Adversarial Attacks. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Abir Fathallah, Mounim A. El-Yacoubi, Najoua Essoukri Ben Amara
Transfer Learning for Word Spotting in Historical Arabic Documents Based Triplet-CNN. VISIGRAPP (5: VISAPP) (2023)
Cristina Palmero, Mikel deVelasco, Mohamed Amine Hmani, Aymen Mtibaa, Leila Ben Letaifa, Pau Buch-Cardona, Raquel Justo, Terry Amorese, Eduardo González-Fraile, Begoña Fernández-Ruanova, Jofre Tenorio-Laranga, Anna Torp Johansen, Micaela Rodrigues da Silva, Liva Jenny Martinussen, Maria Stylianou Korsnes, Gennaro Cordasco, Anna Esposito, Mounim A. El-Yacoubi, Dijana Petrovska-Delacrétaz, M. Inés Torres, Sergio Escalera
Exploring Emotion Expression Recognition in Older Adults Interacting with a Virtual Coach. CoRR (2023)
Huafeng Qin, Xin Jin, Yun Jiang, Mounim A. El-Yacoubi, Xinbo Gao
Adversarial AutoMixup. CoRR (2023)
Yantao Li, Li Liu, Huafeng Qin, Shaojiang Deng, Mounim A. El-Yacoubi, Gang Zhou
Adaptive Deep Feature Fusion for Continuous Authentication With Data Augmentation. IEEE Trans. Mob. Comput. 22 (10) (2023)
Huafeng Qin, Rongshan Hu, Mounim A. El-Yacoubi, Yantao Li, Xinbo Gao
Local Attention Transformer-Based Full-View Finger-Vein Identification. IEEE Trans. Circuits Syst. Video Technol. 33 (6) (2023)
Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
GLYFE: review and benchmark of personalized glucose predictive models in type 1 diabetes. Medical Biol. Eng. Comput. 60 (1) (2022)
Serena Zanelli, Mehdi Ammi, Magid Hallab, Mounim A. El-Yacoubi
Diabetes Detection and Management through Photoplethysmographic and Electrocardiographic Signals Analysis: A Systematic Review. Sensors 22 (13) (2022)
Nickson Mwamsojo, Frédéric Lehmann, Mounim A. El-Yacoubi, Kamel Merghem, Yann Frignac, Badr-Eddine Benkelfat, Anne-Sophie Rigaud
Reservoir Computing for Early Stage Alzheimer's Disease Detection. IEEE Access 10 (2022)
Hajar Hammouch, Mounim A. El-Yacoubi, Huafeng Qin, Hassan Berbia, Mohamed Chikhaoui
Controlling the Quality of GAN-Based Generated Images for Predictions Tasks. ICPRAI (1) (2022)
Serena Zanelli, Mounim A. El-Yacoubi, Magid Hallab, Mehdi Ammi
Transfer learning of CNN-based signal quality assessment from clinical to non-clinical PPG signals. EMBC (2021)
Huafeng Qin, Mounim A. El-Yacoubi, Yantao Li, Chong-Wen Liu
Multi-Scale and Multi-Direction GAN for CNN-Based Single Palm-Vein Identification. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
Adversarial multi-source transfer learning in healthcare: Application to glucose prediction for diabetic people. Comput. Methods Programs Biomed. 199 (2021)
Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
Interpreting Deep Glucose Predictive Models for Diabetic People Using RETAIN. ICPRAI (2020)
Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
Interpreting Deep Glucose Predictive Models for Diabetic People Using RETAIN. CoRR (2020)
Maxime De Bois, Mehdi Ammi, Mounim A. El-Yacoubi
GLYFE: Review and Benchmark of Personalized Glucose Predictive Models in Type-1 Diabetes. CoRR (2020)
Abir Fathallah, Mohamed Ibn Khedher, Mounim A. El-Yacoubi, Najoua Essoukri Ben Amara
Evaluation of Feature-Embedding Methods for Word Spotting in Historical Arabic Documents. SSD (2020)
Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
Integration of Clinical Criteria into the Training of Deep Models: Application to Glucose Prediction for Diabetic People. CoRR (2020)
Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
Prediction-Coherent LSTM-based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People. CoRR (2020)
Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
Enhancing the Interpretability of Deep Models in Heathcare Through Attention: Application to Glucose Forecasting for Diabetic People. CoRR (2020)
Mohamed Ibn Khedher, Houda Jmila, Mounim A. El-Yacoubi
Automatic processing of Historical Arabic Documents: A comprehensive Survey. Pattern Recognit. 100 (2020)
Huafeng Qin, Mounim A. El-Yacoubi
End-to-End Generative Adversarial Network for Palm-Vein Recognition. ICPRAI (2020)
Vineet Nagrath, Mossaab Hariz, Mounim A. El-Yacoubi
Adaptive Retraining of Visual Recognition-Model in Human Activity Recognition by Collaborative Humanoid Robots. IntelliSys (2) (2020)
Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
Adversarial Multi-Source Transfer Learning in Healthcare: Application to Glucose Prediction for Diabetic People. CoRR (2020)
Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
Prediction-Coherent LSTM-Based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People. ICONIP (3) (2019)
Ghazaleh Khodabandelou, Vincent Gauthier, Marco Fiore, Mounim A. El-Yacoubi
Estimation of Static and Dynamic Urban Populations with Mobile Network Metadata. IEEE Trans. Mob. Comput. 18 (9) (2019)
Huafeng Qin, Mounim A. El-Yacoubi, Jihai Lin, Bo Liu
An Iterative Deep Neural Network for Hand-Vein Verification. IEEE Access 7 (2019)
Huafeng Qin, Mounim A. El-Yacoubi
Finger-Vein Quality Assessment Based on Deep Features From Grayscale and Binary Images. Int. J. Pattern Recognit. Artif. Intell. 33 (11) (2019)
Abir Fathallah, Mohamed Ibn Khedher, Mounim A. El-Yacoubi, Najoua Essoukri Ben Amara
Triplet CNN-based Word Spotting of Historical Arabic Documents. Aust. J. Intell. Inf. Process. Syst. 15 (2) (2019)
Houda Jmila, Mohamed Ibn Khedher, Gregory Blanc, Mounim A. El-Yacoubi
Siamese Network Based Feature Learning for Improved Intrusion Detection. ICONIP (1) (2019)
Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi
Study of Short-Term Personalized Glucose Predictive Models on Type-1 Diabetic Children. IJCNN (2019)
Maxime De Bois, Mehdi Ammi, Mounim A. El-Yacoubi
Model Fusion to Enhance the Clinical Acceptability of Long-Term Glucose Predictions. BIBE (2019)
Mounim A. El-Yacoubi, Sonia Garcia-Salicetti, Christian Kahindo, Anne-Sophie Rigaud, Victoria Cristancho-Lacroix
From aging to early-stage Alzheimer's: Uncovering handwriting multimodal behaviors by semi-supervised learning and sequential representation learning. Pattern Recognit. 86 (2019)
Sanaa Chafik, Mounim A. El-Yacoubi, Imane Daoudi, Hamid El Ouardi
Unsupervised deep neuron-per-neuron hashing. Appl. Intell. 49 (6) (2019)
Christian Kahindo, Mounim A. El-Yacoubi, Sonia Garcia-Salicetti, Anne-Sophie Rigaud, Victoria Cristancho-Lacroix
Characterizing Early-Stage Alzheimer Through Spatiotemporal Dynamics of Handwriting. IEEE Signal Process. Lett. 25 (8) (2018)
Mohamed Ibn Khedher, Houda Jmila, Mounim A. El-Yacoubi
Fusion of Interest Point/Image based descriptors for efficient person re-identification. IJCNN (2018)
Nicolas Granger, Mounim A. El-Yacoubi
SeqTools: A python package for easy transformation, combination and evaluation of large datasets. J. Open Source Softw. 3 (30) (2018)
Ghazaleh Khodabandelou, Vincent Gauthier, Marco Fiore, Mounim A. El-Yacoubi
Estimation of Static and Dynamic Urban Populations with Mobile Network Metadata. CoRR (2018)
Danya Bachir, Ghazaleh Khodabandelou, Vincent Gauthier, Mounim A. El-Yacoubi, Eric Vachon
Combining Bayesian Inference and Clustering for Transport Mode Detection from Sparse and Noisy Geolocation Data. ECML/PKDD (3) (2018)
Huafeng Qin, Mounim A. El-Yacoubi
Deep Representation for Finger-Vein Image-Quality Assessment. IEEE Trans. Circuits Syst. Video Technol. 28 (8) (2018)
Nicolas Granger, Mounim A. El-Yacoubi
Comparing Hybrid NN-HMM and RNN for Temporal Modeling in Gesture Recognition. ICONIP (2) (2017)
Sameh Neili, Sami Gazzah, Mounim A. El-Yacoubi, Najoua Essoukri Ben Amara
Human posture recognition approach based on ConvNets and SVM classifier. ATSIP (2017)
Danya Bachir, Vincent Gauthier, Mounim A. El-Yacoubi, Ghazaleh Khodabandelou
Using mobile phone data analysis for the estimation of daily urban dynamics. ITSC (2017)
Houda Jmila, Mohamed Ibn Khedher, Mounim A. El-Yacoubi
Estimating VNF Resource Requirements Using Machine Learning Techniques. ICONIP (1) (2017)
Mohamed Ibn Khedher, Mounim A. El-Yacoubi, Bernadette Dorizzi
Fusion of appearance and motion-based sparse representations for multi-shot person re-identification. Neurocomputing 248 (2017)
Huafeng Qin, Mounim A. El-Yacoubi
Deep Representation-Based Feature Extraction and Recovering for Finger-Vein Verification. IEEE Trans. Inf. Forensics Secur. 12 (8) (2017)
Youssef Elfakir, Ghizlane Khaissidi, Mostafa Mrabti, Driss Chenouni, Mounim A. El-Yacoubi
A combined Harris-SIFT approach for indexing the Arabic document. SDD (2017)
Nathan Ramoly, Vincent Vassout, Amel Bouzeghoub, Mounim A. El-Yacoubi, Mossaab Hariz
Refining Visual Activity Recognition with Semantic Reasoning. AINA (2017)
Gabriel Marzinotto, José C. Rosales, Mounim A. El-Yacoubi, Sonia Garcia-Salicetti, Christian Kahindo, Hélène Kerhervé, Victoria Cristancho-Lacroix, Anne-Sophie Rigaud
Age-Related Evolution Patterns in Online Handwriting. Comput. Math. Methods Medicine 2016 (2016)
Ghazaleh Khodabandelou, Vincent Gauthier, Mounim A. El-Yacoubi, Marco Fiore
Population estimation from mobile network traffic metadata. CoRR (2016)
Fereshteh Asgari, Alexis Sultan, Haoyi Xiong, Vincent Gauthier, Mounim A. El-Yacoubi
CT-Mapper: Mapping Sparse Multimodal Cellular Trajectories using a Multilayer Transportation Network. CoRR (2016)
Ghazaleh Khodabandelou, Vincent Gauthier, Mounim A. El-Yacoubi, Marco Fiore
Population estimation from mobile network traffic metadata. WoWMoM (2016)
Ghizlane Khaissidi, Youssef Elfakir, Mostafa Mrabti, Mounim A. El-Yacoubi, Driss Chenouni, Zakia Lakhliai
Segmentation-free Word Spotting for Handwritten Arabic Documents. Int. J. Interact. Multim. Artif. Intell. 4 (1) (2016)
Mouna Selmi, Mounim A. El-Yacoubi
Multimodal Sequential Modeling and Recognition of Human Activities. ICCHP (2) (2016)
Mouna Selmi, Mounim A. El-Yacoubi, Bernadette Dorizzi
Two-layer discriminative model for human activity recognition. IET Comput. Vis. 10 (4) (2016)
Fereshteh Asgari, Alexis Sultan, Haoyi Xiong, Vincent Gauthier, Mounim A. El-Yacoubi
CT-Mapper: Mapping sparse multimodal cellular trajectories using a multilayer transportation network. Comput. Commun. 95 (2016)
Mohamed Ibn Khedher, Mounim A. El-Yacoubi
Two-Stage Filtering Scheme for Sparse Representation Based Interest Point Matching for Person Re-identification. ACIVS (2015)
Gabriel Marzinotto, José C. Rosales, Mounim A. El-Yacoubi, Sonia Garcia-Salicetti
Age and Gender Characterization Through a Two Layer Clustering of Online Handwriting. ACIVS (2015)
Mohamed Ibn Khedher, Mounim A. El-Yacoubi
Local Sparse Representation Based Interest Point Matching for Person Re-identification. ICONIP (3) (2015)
Sanaa Chafik, Mounim A. El-Yacoubi, Imane Daoudi, Hamid El Ouardi
SC-LSH: Une Méthode d'Indexation pour une Recherche de Similarité Approximative dans l'Espace Multidimensionnel. CORIA (2015)
Sanaa Chafik, Imane Daoudi, Mounim A. El-Yacoubi, Hamid El Ouardi
Cluster-based data oriented hashing. DSAA (2015)
Huafeng Qin, Mounim A. El-Yacoubi
Finger-Vein Quality Assessment by Representation Learning from Binary Images. ICONIP (1) (2015)
José C. Rosales, Gabriel Marzinotto, Mounim A. El-Yacoubi, Sonia Garcia-Salicetti
Age Characterization from Online Handwriting. MindCare (2015)
Mohamed Ibn Khedher, Mounim A. El-Yacoubi, Bernadette Dorizzi
Multi-shot SURF-based person re-identification via sparse representation. AVSS (2013)
Mouna Selmi, Mounim A. El-Yacoubi, Bernadette Dorizzi
A Combined SVM/HCRF Model for Activity Recognition based on STIPs Trajectories. ICPRAM (2013)
Mohamed Ibn Khedher, Mounim A. El-Yacoubi, Bernadette Dorizzi
Probabilistic matching pair selection for SURF-based person re-identification. BIOSIG (2012)
Mohamed Ibn Khedher, Mounim A. El-Yacoubi, Bernadette Dorizzi
Human Action Recognition using Continuous HMMs and HOG/HOF Silhouette Representation. ICPRAM (2) (2012)
Mouna Selmi, Mounim A. El-Yacoubi, Bernadette Dorizzi
On the sensitivity of spatio-temporal interest points to person identity. SSIAI (2012)
Nesma Houmani, Sonia Garcia-Salicetti, Bernadette Dorizzi, Mounim A. El-Yacoubi
On-line Signature Verification on a Mobile Platform. MobiCASE (2010)
Mohamed Cheriet, Mounim A. El-Yacoubi, Hiromichi Fujisawa, Daniel P. Lopresti, Guy Lorette
Handwriting recognition research: Twenty years of achievement... and beyond. Pattern Recognit. 42 (12) (2009)
Mounim A. El-Yacoubi, Michel Gilloux, Jean-Michel Bertille
A Statistical Approach for Phrase Location and Recognition within a Text Line: An Application to Street Name Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 24 (2) (2002)
Marisa E. Morita, Robert Sabourin, Mounim A. El-Yacoubi, Flávio Bortolozzi, Ching Y. Suen
Handwritten Month Word Recognition on Brazilian Bank Checks. ICDAR (2001)
Frederic Grandidier, Robert Sabourin, Mounim A. El-Yacoubi, Michel Gilloux, Ching Y. Suen
Influence of Word Length on Handwriting Recognition. ICDAR (1999)
Mounim A. El-Yacoubi, Michel Gilloux, Robert Sabourin, Ching Y. Suen
An HMM-Based Approach for Off-Line Unconstrained Handwritten Word Modeling and Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 21 (8) (1999)
Mounim A. El-Yacoubi, Michel Gilloux, Robert Sabourin, Ching Y. Suen
Objective Evaluation of the Discriminant Power of Features in an HMM-based Word Recognition System. BSDIA (1997)
Mounim A. El-Yacoubi, Jean-Michel Bertille, Michel Gilloux
Conjoined location and recognition of street names within a postal address delivery line. ICDAR (1995)