selected publications
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academic article
- The Promise of Applying Machine Learning Techniques to Network Function Virtualization. International Journal of Network Dynamics and Intelligence. 100020-100020. 2024
- Explainability of CNN-based Alzheimer’s disease detection from online handwriting. Scientific Reports. 14. 2024
- Hybrid-AI and Model Ensembling to Exploit UAV-Based RGB Imagery: An Evaluation of Sorghum Crop’s Nitrogen Content. Agriculture. 14:1682-1682. 2024
- A Systematic Review and Meta-Analysis of Intelligent Irrigation Systems. IEEE Access. 12:128285-128304. 2024
- Attention BLSTM-Based Temporal-Spatial Vein Transformer for Multi-View Finger-Vein Recognition. IEEE Transactions on Information Forensics and Security. 19:9330-9343. 2024
- Deep Reinforcement Learning-Based Feature Extraction and Encoding for Finger-Vein Verification. IEEE Transactions on Emerging Topics in Computational Intelligence. 1-15. 2024
- On the Formal Evaluation of the Robustness of Neural Networks and Its Pivotal Relevance for AI-Based Safety-Critical Domains. International Journal of Network Dynamics and Intelligence. 100018-100018. 2023
- AG-NAS: An Attention GRU-Based Neural Architecture Search for Finger-Vein Recognition. IEEE Transactions on Information Forensics and Security. 19:1699-1713. 2023
- Clustered photoplethysmogram pulse wave shapes and their associations with clinical data. Frontiers in Physiology. 14. 2023
- Abstract Layer for LeakyReLU for Neural Network Verification Based on Abstract Interpretation. IEEE Access. 11:33401-33413. 2023
- Label Enhancement-Based Multiscale Transformer for Palm-Vein Recognition. IEEE Transactions on Instrumentation and Measurement. 72:1-17. 2023
- GLYFE: review and benchmark of personalized glucose predictive models in type 1 diabetes. Medical & Biological Engineering & Computing. 60:1-17. 2021
- Enhancing the Interpretability of Deep Models in Healthcare Through Attention: Application to Glucose Forecasting for Diabetic People. International Journal of Pattern Recognition and Artificial Intelligence. 35. 2021
- Integration of clinical criteria into the training of deep models: Application to glucose prediction for diabetic people. Smart Health. 21:100193-100193. 2021
- Adversarial multi-source transfer learning in healthcare: Application to glucose prediction for diabetic people. Computer Methods and Programs in Biomedicine. 199:105874-105874. 2020
- Inferring dynamic origin-destination flows by transport mode using mobile phone data. Transportation Research Part C Emerging Technologies. 101:254-275. 2019
- Finger-Vein Quality Assessment Based on Deep Features From Grayscale and Binary Images. International Journal of Pattern Recognition and Artificial Intelligence. 33:1940022-1940022. 2019
- Two-Stage Feature Selection of Voice Parameters for Early Alzheimer's Disease Prediction. IRBM. 39:430-435. 2018
- Semi-global Parameterization of Online Handwriting Features for Characterizing Early-Stage Alzheimer and Mild Cognitive Impairment. IRBM. 39:421-429. 2018
- From aging to early-stage Alzheimer's: Uncovering handwriting multimodal behaviors by semi-supervised learning and sequential representation learning. Pattern Recognition. 86:112-133. 2018
- Étude de l’écriture manuscrite sur tablette graphique pour l’aide au diagnostic précoce des maladies neurodégénératives. Premiers résultats chez des patients parkinsoniens. Revue Neurologique. 174:S33-S33. 2018
- Characterizing Early-Stage Alzheimer Through Spatiotemporal Dynamics of Handwriting. IEEE Signal Processing Letters. 25:1136-1140. 2018
- Analyse automatique de l’écriture manuscrite en ligne pour la détection précoce des pathologies neurodégénératives. Internet des objets. 17. 2017
- Deep Representation-Based Feature Extraction and Recovering for Finger-Vein Verification. IEEE Transactions on Information Forensics and Security. 12:1816-1829. 2017
- CT-Mapper: Mapping sparse multimodal cellular trajectories using a multilayer transportation network. Computer Communications. 95:69-81. 2016
- Two‐layer discriminative model for human activity recognition. IET Computer Vision. 10:273-279. 2016
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blog posting
- Restoring Accessibility During Urban Rail Disruptions via Bus Network Redesign. arXiv (Cornell University). 2024
- Acceq-Drt: Planning Demand-Responsive Transit to Reduce Inequality of Accessibility. . 2024
- Driver risk identification using telematics and contextual data crossed with previous claims history. . 2023
- Interpreting Deep Glucose Predictive Models for Diabetic People Using RETAIN. arXiv (Cornell University). 2020
- CT-Mapper: Mapping Sparse Multimodal Cellular Trajectories using a Multilayer Transportation Network. arXiv (Cornell University). 2016
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book
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chapter
- SUMix: Mixup with Semantic and Uncertain Information. Lecture notes in computer science. 70-88. 2024
- Adaptive Retraining of Visual Recognition-Model in Human Activity Recognition by Collaborative Humanoid Robots. Advances in intelligent systems and computing. 124-143. 2020
- End-to-End Generative Adversarial Network for Palm-Vein Recognition. Lecture notes in computer science. 714-724. 2020
- Interpreting Deep Glucose Predictive Models for Diabetic People Using RETAIN. Lecture notes in computer science. 685-694. 2020
- Prediction-Coherent LSTM-Based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People. Lecture notes in computer science. 510-521. 2019
- Siamese Network Based Feature Learning for Improved Intrusion Detection. Lecture notes in computer science. 377-389. 2019
- Age Characterization from Online Handwriting. Communications in computer and information science. 176-185. 2016
- Multimodal Sequential Modeling and Recognition of Human Activities. Lecture notes in computer science. 541-548. 2016
- Local Sparse Representation Based Interest Point Matching for Person Re-identification. Lecture notes in computer science. 241-250. 2015
- Two-Stage Filtering Scheme for Sparse Representation Based Interest Point Matching for Person Re-identification. Lecture notes in computer science. 345-356. 2015
- On-line Signature Verification on a Mobile Platform. Mobile Computing, Applications, and Services. 396-400. 2012
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conference paper
- Assessing the Interpretability of Machine Learning Models in Early Detection of Alzheimer's Disease. . 1-6. 2024
- Early-Stage Parkinson's Disease Detection Based on Optical Flow and Video Vision Transformer. . 1-6. 2024
- Improving Alzheimer's Diagnosis Using Vision Transformers and Transfer Learning. . 1-6. 2024
- PredictStr: A Balanced Benchmark Dataset for Improve Stroke Prediction. . 1-6. 2024
- Soft-Attention Based Person Re-Identification in Real-world Settings using Variational AutoEncoders. . 1-6. 2024
- A Transformer-based Siamese Network For Word Image Retrieval In Historical Documents. . 696-703. 2023
- Early-Stage Parkinson's Disease Detection based on Action Unit Derivatives. HAL (Le Centre pour la Communication Scientifique Directe). 2023
- On the potential of AI based health assessment from photopletysmographic signals. . 2023
- EHDI: Enhancement of Historical Document Images via Generative Adversarial Network. Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. 238-245. 2023
- Transfer Learning for Word Spotting in Historical Arabic Documents Based Triplet-CNN. Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. 2023
- Graph Convolutional Networks-based Label Distribution Learning for Image Classification. 2022 International Conference on Cyber-Physical Social Intelligence (ICCSI). 698-703. 2022
- A two-stage Deep Convolutional Generative Adversarial Network-based data augmentation scheme for agriculture image regression tasks. 2022 International Conference on Cyber-Physical Social Intelligence (ICCSI). 1-6. 2021
- Cross-Modality Domain Adaptation for hand-vein recognition. 2022 International Conference on Cyber-Physical Social Intelligence (ICCSI). 1-6. 2021
- Transfer learning of CNN-based signal quality assessment from clinical to non-clinical PPG signals. 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). 902-905. 2021
- Abstract interpretation for neural networks verification. HAL (Le Centre pour la Communication Scientifique Directe). 2020
- Model Fusion to Enhance the Clinical Acceptability of Long-Term Glucose Predictions. . 258-264. 2019
- Study of short-term personalized glucose predictive models on Type-1 diabetic children. . 2019
- Study of Short-Term Personalized Glucose Predictive Models on Type-1 Diabetic Children. 2022 International Joint Conference on Neural Networks (IJCNN). 1-8. 2019
- Fusion of Interest Point/Image based descriptors for efficient person re-identification. 2022 International Joint Conference on Neural Networks (IJCNN). 1-7. 2018
- Methods of pathology detection by speech analysis: Survey. 2017 International Conference on Computer Science and Engineering (UBMK). 28-33. 2017
- Using mobile phone data analysis for the estimation of daily urban dynamics. 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC). 626-632. 2017
- Automatic speech analysis for early Alzheimer's disease diagnosis. HAL (Le Centre pour la Communication Scientifique Directe). 2017
- Caractérisation de la Maladie d'Alzheimer à travers l'Ecriture manuscrite acquise sur Tablette graphique. HAL (Le Centre pour la Communication Scientifique Directe). 2017
- Skew detection and correction based on Hough transform and Harris corners. . 1-4. 2017
- Uncovering major age-related handwriting changes by unsupervised learning. HAL (Le Centre pour la Communication Scientifique Directe). 2016
- Cluster-based data oriented hashing. . 1-7. 2015
- Reconnaissance d'activités humaines par un robot humanoïde à partir de séquences vidéo. HAL (Le Centre pour la Communication Scientifique Directe). 2014
- Locality sensitive hashing for content based image retrieval: A comparative experimental study. . 38-43. 2014
- HUMAN ACTION RECOGNITION USING CONTINUOUS HMMS AND HOG/HOF SILHOUETTE REPRESENTATION. . 2012
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dataset
- Population Estimation From Mobile Network Traffic Metadata. Zenodo (CERN European Organization for Nuclear Research). 2017
- Population Estimation From Mobile Network Traffic Metadata. Zenodo (CERN European Organization for Nuclear Research). 2017
- Population Estimation From Mobile Network Traffic Metadata. Zenodo (CERN European Organization for Nuclear Research). 2017
- Population Estimation From Mobile Network Traffic Metadata. Zenodo (CERN European Organization for Nuclear Research). 2017
- Population estimation from mobile network traffic metadata. Zenodo (CERN European Organization for Nuclear Research). 2017
- Population estimation from mobile network traffic metadata. Zenodo (CERN European Organization for Nuclear Research). 2017
- Dataset Repository Of The Paper Estimation Of Dynamic Urban Populations With Mobile Network Metadata. Zenodo (CERN European Organization for Nuclear Research). 2017
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edited book
Co-author Network