Mounim A. El-Yacoubi

According to our database, Mounim A. El-Yacoubi authored at least 86 papers between 1995 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Memory-Augmented Autoencoder Based Continuous Authentication on Smartphones With Conditional Transformer GANs.

Yantao Li, Li Liu, Shaojiang Deng, Huafeng Qin, Mounim A. El-Yacoubi, Gang Zhou

IEEE Trans. Mob. Comput., May, 2024

Special section: Best papers of the international conference on pattern recognition and artificial intelligence (ICPRAI) 2022.

Mounîm A. El-Yacoubi, Umapada Pal, Eric Granger, Pong Chi Yuen

Pattern Recognit. Lett., January, 2024

AG-NAS: An Attention GRU-Based Neural Architecture Search for Finger-Vein Recognition.

Huafeng Qin, Chao Fan, Shaojiang Deng, Yantao Li, Mounim A. El-Yacoubi, Gang Zhou

IEEE Trans. Inf. Forensics Secur., 2024

Adversarial Masking Contrastive Learning for vein recognition.

Huafeng Qin, Yiquan Wu, Mounim A. El-Yacoubi, Jun Wang, Guangxiang Yang

CoRR, 2024

EmMixformer: Mix transformer for eye movement recognition.

Huafeng Qin, Hongyu Zhu, Xin Jin, Qun Song, Mounim A. El-Yacoubi, Xinbo Gao

CoRR, 2024

2023

Adaptive Deep Feature Fusion for Continuous Authentication With Data Augmentation.

Yantao Li, Li Liu, Huafeng Qin, Shaojiang Deng, Mounim A. El-Yacoubi, Gang Zhou

IEEE Trans. Mob. Comput., October, 2023

Local Attention Transformer-Based Full-View Finger-Vein Identification.

Huafeng Qin, Rongshan Hu, Mounim A. El-Yacoubi, Yantao Li, Xinbo Gao

IEEE Trans. Circuits Syst. Video Technol., June, 2023

Label Enhancement-Based Multiscale Transformer for Palm-Vein Recognition.

Huafeng Qin, Changqing Gong, Yantao Li, Xinbo Gao, Mounim A. El-Yacoubi

IEEE Trans. Instrum. Meas., 2023

Transformer Based Defense GAN Against Palm-Vein Adversarial Attacks.

Yantao Li, Song Ruan, Huafeng Qin, Shaojiang Deng, Mounim A. El-Yacoubi

IEEE Trans. Inf. Forensics Secur., 2023

Adversarial AutoMixup.

Huafeng Qin, Xin Jin, Yun Jiang, Mounim A. El-Yacoubi, Xinbo Gao

CoRR, 2023

Exploring Emotion Expression Recognition in Older Adults Interacting with a Virtual Coach.

Cristina Palmero, Mikel de Velasco, 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

CoRR, 2023

AccEq-DRT: Planning Demand-Responsive Transit to reduce inequality of accessibility.

Duo Wang, Andrea Araldo, Mounîm A. El-Yacoubi

CoRR, 2023

Type 2 Diabetes Detection With Light CNN From Single Raw PPG Wave.

Serena Zanelli, Mounim A. El-Yacoubi, Magid Hallab, Mehdi Ammi

IEEE Access, 2023

Abstract Layer for LeakyReLU for Neural Network Verification Based on Abstract Interpretation.

Omar El Mellouki, Mohamed Ibn Khedher, Mounim A. El-Yacoubi

IEEE Access, 2023

Detection of Alzheimer Disease on Online Handwriting Using 1D Convolutional Neural Network.

Quang Dao, Mounîm A. El-Yacoubi, Anne-Sophie Rigaud

IEEE Access, 2023

EHDI: Enhancement of Historical Document Images via Generative Adversarial Network.

Abir Fathallah, Mounim A. El-Yacoubi, Najoua Essoukri Ben Amara

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Transfer Learning for Word Spotting in Historical Arabic Documents Based Triplet-CNN.

Abir Fathallah, Mounim A. El-Yacoubi, Najoua Essoukri Ben Amara

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Risk assessment of diabetic retinopathy with machine and deep learning models with PPG signals and PWV.

Serena Zanelli, Kornelia Eveilleau, Mehdi Ammi, Magid Hallab, Mounim A. El-Yacoubi

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Diabetes Detection and Management through Photoplethysmographic and Electrocardiographic Signals Analysis: A Systematic Review.

Serena Zanelli, Mehdi Ammi, Magid Hallab, Mounim A. El-Yacoubi

Sensors, 2022

GLYFE: review and benchmark of personalized glucose predictive models in type 1 diabetes.

Maxime De Bois, Mounîm A. El-Yacoubi, Mehdi Ammi

Medical Biol. Eng. Comput., 2022

Reservoir Computing for Early Stage Alzheimer's Disease Detection.

Nickson Mwamsojo, Frédéric Lehmann, Mounim A. El-Yacoubi, Kamel Merghem, Yann Frignac, Badr-Eddine Benkelfat, Anne-Sophie Rigaud

IEEE Access, 2022

Controlling the Quality of GAN-Based Generated Images for Predictions Tasks.

Hajar Hammouch, Mounim A. El-Yacoubi, Huafeng Qin, Hassan Berbia, Mohamed Chikhaoui

Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

2021

Multi-Scale and Multi-Direction GAN for CNN-Based Single Palm-Vein Identification.

Huafeng Qin, Mounim A. El-Yacoubi, Yantao Li, Chong-Wen Liu

IEEE Trans. Inf. Forensics Secur., 2021

Enhancing the Interpretability of Deep Models in Healthcare Through Attention: Application to Glucose Forecasting for Diabetic People.

Maxime De Bois, Mounîm A. El-Yacoubi, Mehdi Ammi

Int. J. Pattern Recognit. Artif. Intell., 2021

Adversarial multi-source transfer learning in healthcare: Application to glucose prediction for diabetic people.

Maxime De Bois, Mounîm A. El-Yacoubi, Mehdi Ammi

Comput. Methods Programs Biomed., 2021

Transfer learning of CNN-based signal quality assessment from clinical to non-clinical PPG signals.

Serena Zanelli, Mounim A. El-Yacoubi, Magid Hallab, Mehdi Ammi

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Automatic processing of Historical Arabic Documents: A comprehensive Survey.

Mohamed Ibn Khedher, Houda Jmila, Mounim A. El-Yacoubi

Pattern Recognit., 2020

Integration of Clinical Criteria into the Training of Deep Models: Application to Glucose Prediction for Diabetic People.

Maxime De Bois, Mounîm A. El-Yacoubi, Mehdi Ammi

CoRR, 2020

Enhancing the Interpretability of Deep Models in Heathcare Through Attention: Application to Glucose Forecasting for Diabetic People.

Maxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi

CoRR, 2020

Adaptive Retraining of Visual Recognition-Model in Human Activity Recognition by Collaborative Humanoid Robots.

Vineet Nagrath, Mossaab Hariz, Mounim A. El-Yacoubi

Proceedings of the Intelligent Systems and Applications, 2020

End-to-End Generative Adversarial Network for Palm-Vein Recognition.

Huafeng Qin, Mounîm A. El-Yacoubi

Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

Interpreting Deep Glucose Predictive Models for Diabetic People Using RETAIN.

Maxime De Bois, Mounîm A. El-Yacoubi, Mehdi Ammi

Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

Evaluation of Feature-Embedding Methods for Word Spotting in Historical Arabic Documents.

Abir Fathallah, Mohamed Ibn Khedher, Mounim A. El-Yacoubi, Najoua Essoukri Ben Amara

Proceedings of the 17th International Multi-Conference on Systems, Signals & Devices, 2020

2019

Estimation of Static and Dynamic Urban Populations with Mobile Network Metadata.

Ghazaleh Khodabandelou, Vincent Gauthier, Marco Fiore, Mounim A. El-Yacoubi

IEEE Trans. Mob. Comput., 2019

From aging to early-stage Alzheimer's: Uncovering handwriting multimodal behaviors by semi-supervised learning and sequential representation learning.

Mounîm A. El-Yacoubi, Sonia Garcia-Salicetti, Christian Kahindo, Anne-Sophie Rigaud, Victoria Cristancho-Lacroix

Pattern Recognit., 2019

Finger-Vein Quality Assessment Based on Deep Features From Grayscale and Binary Images.

Huafeng Qin, Mounim A. El-Yacoubi

Int. J. Pattern Recognit. Artif. Intell., 2019

Unsupervised deep neuron-per-neuron hashing.

Sanaa Chafik, Mounim A. El-Yacoubi, Imane Daoudi, Hamid El Ouardi

Appl. Intell., 2019

Triplet CNN-based Word Spotting of Historical Arabic Documents.

Abir Fathallah, Mohamed Ibn Khedher, Mounim A. El-Yacoubi, Najoua Essoukri Ben Amara

Aust. J. Intell. Inf. Process. Syst., 2019

An Iterative Deep Neural Network for Hand-Vein Verification.

Huafeng Qin, Mounim A. El-Yacoubi, Jihai Lin, Bo Liu

IEEE Access, 2019

Study of Short-Term Personalized Glucose Predictive Models on Type-1 Diabetic Children.

Maxime De Bois, Mounîm A. El-Yacoubi, Mehdi Ammi

Proceedings of the International Joint Conference on Neural Networks, 2019

Siamese Network Based Feature Learning for Improved Intrusion Detection.

Houda Jmila, Mohamed Ibn Khedher, Gregory Blanc, Mounim A. El-Yacoubi

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Prediction-Coherent LSTM-Based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People.

Maxime De Bois, Mounîm A. El-Yacoubi, Mehdi Ammi

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Model Fusion to Enhance the Clinical Acceptability of Long-Term Glucose Predictions.

Maxime De Bois, Mehdi Ammi, Mounîm A. El-Yacoubi

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018

Deep Representation for Finger-Vein Image-Quality Assessment.

Huafeng Qin, Mounim A. El-Yacoubi

IEEE Trans. Circuits Syst. Video Technol., 2018

Characterizing Early-Stage Alzheimer Through Spatiotemporal Dynamics of Handwriting.

Christian Kahindo, Mounim A. El-Yacoubi, Sonia Garcia-Salicetti, Anne-Sophie Rigaud, Victoria Cristancho-Lacroix

IEEE Signal Process. Lett., 2018

SeqTools: A python package for easy transformation, combination and evaluation of large datasets.

Nicolas Granger, Mounîm A. El-Yacoubi

J. Open Source Softw., 2018

Combining Bayesian Inference and Clustering for Transport Mode Detection from Sparse and Noisy Geolocation Data.

Danya Bachir, Ghazaleh Khodabandelou, Vincent Gauthier, Mounim A. El-Yacoubi, Eric Vachon

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Fusion of Interest Point/Image based descriptors for efficient person re-identification.

Mohamed Ibn Khedher, Houda Jmila, Mounim A. El-Yacoubi

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Deep Representation-Based Feature Extraction and Recovering for Finger-Vein Verification.

Huafeng Qin, Mounim A. El-Yacoubi

IEEE Trans. Inf. Forensics Secur., 2017

Fusion of appearance and motion-based sparse representations for multi-shot person re-identification.

Mohamed Ibn Khedher, Mounim A. El-Yacoubi, Bernadette Dorizzi

Neurocomputing, 2017

Using mobile phone data analysis for the estimation of daily urban dynamics.

Danya Bachir, Vincent Gauthier, Mounim A. El-Yacoubi, Ghazaleh Khodabandelou

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Estimating VNF Resource Requirements Using Machine Learning Techniques.

Houda Jmila, Mohamed Ibn Khedher, Mounim A. El-Yacoubi

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Comparing Hybrid NN-HMM and RNN for Temporal Modeling in Gesture Recognition.

Nicolas Granger, Mounîm A. El-Yacoubi

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Human posture recognition approach based on ConvNets and SVM classifier.

Sameh Neili, Sami Gazzah, Mounim A. El-Yacoubi, Najoua Essoukri Ben Amara

Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017

Refining Visual Activity Recognition with Semantic Reasoning.

Nathan Ramoly, Vincent Vassout, Amel Bouzeghoub, Mounim A. El-Yacoubi, Mossaab Hariz

Proceedings of the 31st IEEE International Conference on Advanced Information Networking and Applications, 2017

A combined Harris-SIFT approach for indexing the Arabic document.

Youssef Elfakir, Ghizlane Khaissidi, Mostafa Mrabti, Driss Chenouni, Mounim A. El-Yacoubi

Proceedings of the 14th International Multi-Conference on Systems, 2017

2016

Segmentation-free Word Spotting for Handwritten Arabic Documents.

Ghizlane Khaissidi, Youssef Elfakir, Mostafa Mrabti, Mounîm A. El-Yacoubi, Driss Chenouni, Zakia Lakhliai

Int. J. Interact. Multim. Artif. Intell., 2016

Two-layer discriminative model for human activity recognition.

Mouna Selmi, Mounîm A. El-Yacoubi, Bernadette Dorizzi

IET Comput. Vis., 2016

CT-Mapper: Mapping sparse multimodal cellular trajectories using a multilayer transportation network.

Fereshteh Asgari, Alexis Sultan, Haoyi Xiong, Vincent Gauthier, Mounîm A. El-Yacoubi

Comput. Commun., 2016

Age-Related Evolution Patterns in Online Handwriting.

Gabriel Marzinotto, José C. Rosales, Mounîm A. El-Yacoubi, Sonia Garcia-Salicetti, Christian Kahindo, Hélène Kerhervé, Victoria Cristancho-Lacroix, Anne-Sophie Rigaud

Comput. Math. Methods Medicine, 2016

Population estimation from mobile network traffic metadata.

Ghazaleh Khodabandelou, Vincent Gauthier, Mounim A. El-Yacoubi, Marco Fiore

Proceedings of the 17th IEEE International Symposium on A World of Wireless, 2016

Multimodal Sequential Modeling and Recognition of Human Activities.

Mouna Selmi, Mounîm A. El-Yacoubi

Proceedings of the Computers Helping People with Special Needs, 2016

2015

Age Characterization from Online Handwriting.

José C. Rosales, Gabriel Marzinotto, Mounim A. El-Yacoubi, Sonia Garcia-Salicetti

Proceedings of the Pervasive Computing Paradigms for Mental Health, 2015

Finger-Vein Quality Assessment by Representation Learning from Binary Images.

Huafeng Qin, Mounim A. El-Yacoubi

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Local Sparse Representation Based Interest Point Matching for Person Re-identification.

Mohamed Ibn Khedher, Mounim A. El-Yacoubi

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Cluster-based data oriented hashing.

Sanaa Chafik, Imane Daoudi, Mounim A. El-Yacoubi, Hamid El Ouardi

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

SC-LSH: Une Méthode d'Indexation pour une Recherche de Similarité Approximative dans l'Espace Multidimensionnel.

Sanaa Chafik, Mounim A. El-Yacoubi, Imane Daoudi, Hamid El Ouardi

Proceedings of the CORIA 2015 - Conférence en Recherche d'Infomations et Applications, 2015

Age and Gender Characterization Through a Two Layer Clustering of Online Handwriting.

Gabriel Marzinotto, José C. Rosales, Mounim A. El-Yacoubi, Sonia Garcia-Salicetti

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

Two-Stage Filtering Scheme for Sparse Representation Based Interest Point Matching for Person Re-identification.

Mohamed Ibn Khedher, Mounim A. El-Yacoubi

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2013

A Combined SVM/HCRF Model for Activity Recognition based on STIPs Trajectories.

Mouna Selmi, Mounim A. El-Yacoubi, Bernadette Dorizzi

Proceedings of the ICPRAM 2013, 2013

Multi-shot SURF-based person re-identification via sparse representation.

Mohamed Ibn Khedher, Mounim A. El-Yacoubi, Bernadette Dorizzi

Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012

On the sensitivity of spatio-temporal interest points to person identity.

Mouna Selmi, Mounim A. El-Yacoubi, Bernadette Dorizzi

Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2012

Human Action Recognition using Continuous HMMs and HOG/HOF Silhouette Representation.

Mohamed Ibn Khedher, Mounim A. El-Yacoubi, Bernadette Dorizzi

Proceedings of the ICPRAM 2012, 2012

Probabilistic matching pair selection for SURF-based person re-identification.

Mohamed Ibn Khedher, Mounim A. El-Yacoubi, Bernadette Dorizzi

Proceedings of the 2012 BIOSIG, 2012

2010

On-line Signature Verification on a Mobile Platform.

Nesma Houmani, Sonia Garcia-Salicetti, Bernadette Dorizzi, Mounim A. El-Yacoubi

Proceedings of the Mobile Computing, Applications, and Services, 2010

2009

Handwriting recognition research: Twenty years of achievement... and beyond.

Mohamed Cheriet, Mounim A. El-Yacoubi, Hiromichi Fujisawa, Daniel P. Lopresti, Guy Lorette

Pattern Recognit., 2009

2002

A Statistical Approach for Phrase Location and Recognition within a Text Line: An Application to Street Name Recognition.

Mounim A. El-Yacoubi, Michel Gilloux, Jean-Michel Bertille

IEEE Trans. Pattern Anal. Mach. Intell., 2002

2001

Handwritten Month Word Recognition on Brazilian Bank Checks.

Marisa E. Morita, Robert Sabourin, Mounim A. El-Yacoubi, Flávio Bortolozzi, Ching Y. Suen

Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

2000

Recognition of Handwritten Dates on Bank Checks using an HMM Approach.

Marisa E. Morita, Edouard Lethelier, Abdenaim El Yacoubi, Flávio Bortolozzi, Robert Sabourin

Proceedings of the 13th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2000), 2000

An Off-Line Signature Verification System using Hidden Markov Model and Cross-Validation.

Edson J. R. Justino, Abdenaim El Yacoubi, Flávio Bortolozzi, Robert Sabourin

Proceedings of the 13th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2000), 2000

Brazilian Bank Check Handwritten Legal Amount Recognition.

Cinthia Obladen de Almendra Freitas, Abdenaim El Yacoubi, Flávio Bortolozzi, Robert Sabourin

Proceedings of the 13th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2000), 2000

1999

An HMM-Based Approach for Off-Line Unconstrained Handwritten Word Modeling and Recognition.

Mounim A. El-Yacoubi, Michel Gilloux, Robert Sabourin, Ching Y. Suen

IEEE Trans. Pattern Anal. Mach. Intell., 1999

Influence of Word Length on Handwriting Recognition.

Frederic Grandidier, Robert Sabourin, Mounim A. El-Yacoubi, Michel Gilloux, Ching Y. Suen

Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1998

Improved model architecture and training phase in an off-line HMM-based word recognition system.

Abdenaim El Yacoubi, Robert Sabourin, Michel Gilloux, Ching Y. Suen

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997

Objective Evaluation of the Discriminant Power of Features in an HMM-based Word Recognition System.

Mounim A. El-Yacoubi, Michel Gilloux, Robert Sabourin, Ching Y. Suen

Proceedings of the Advances in Document Image Analysis, First Brazilian Symposium, 1997

1995

Conjoined location and recognition of street names within a postal address delivery line.

Mounim A. El-Yacoubi, Jean-Michel Bertille, Michel Gilloux

Proceedings of the Third International Conference on Document Analysis and Recognition, 1995