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MDE in the Era of Generative AI
Ahmed Alaoui Mdaghri
,
Meriem Ouederni
,
Lotfi Chaari
International Conference on Verification and Evaluation of Computer and Communication Systems, Oct 2024, Djerba, Tunisia. pp.113-127, ⟨10.1007/978-3-031-85356-2_8⟩
Communication dans un congrès
hal-05043533
v1
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Attack originality detector using machine learning
Charlotte Millan
,
Lotfi Chaari
,
Eric Gilbert
Attack originality detector using machine learning, Feb 2025, Bologna, Italy
Communication dans un congrès
hal-05043545
v1
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SENET-D: Efficient Semantic Segmentation for RGB-Depth food images
Thierry Roland Baban a Erep
,
Lotfi Chaari
,
Pierre Ele
,
Eugène Sobngwi
34th IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2024), MLSP Technical Committee of the IEEE Signal Processing Society, Sep 2024, London, United Kingdom. à paraître
Communication dans un congrès
hal-04706424
v1
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BAYESIAN SPARSE MODEL FOR COMPLEX-VALUED MAGNETIC RESONANCE SPECTROSCOPY RESTORATION
Wafae Labriji
,
Soléakhéna Ken
,
Gaelle Dormio
,
Jean-Yves Tourneret
,
Elizabeth Moyal Cohen-Jonathan
et al.
Communication dans un congrès
hal-04732385
v1
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Fully automatic Bayesian method for trainable activation function and deep neural networks
Mohamed Fakhfakh
,
Lotfi Chaari
32nd European Signal Processing Conference (EUSIPCO 2024), EURASIP: European Association for Signal Processing, Aug 2024, Lyon, France. pp.1551--1555
Communication dans un congrès
hal-04706413
v1
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A cross-validation approach for classifying physical activity intensity: a case study in children with attention deficit/hyperactivity disorder
Ibrahim Traoré
,
Imen Megdiche
,
Jérôme Marquet-Doleac
,
Lotfi Chaari
Communication dans un congrès
hal-04414203
v1
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Robust analysis and spectral-based deep learning to detect driving fatigue from EEG signals
Antonio Quintero-Rincón
,
Lotfi Chaâri
,
Hadj Batatia
Communication dans un congrès
hal-04209476
v1
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How AI can advance MDE ?
Lotfi Chaâri
,
Willem Nicolas
,
Mohamad Suhairi Subhi
,
Akina Renard
,
Gabriela Maria Garcia-Romero
et al.
3rd International Conference on Intelligent Systems and Pattern Recognition (ISPR 2023), May 2023, Hammamet, Tunisia. à paraître
Communication dans un congrès
hal-04338171
v1
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A machine learning technique for device non-wear detection in children with ADHD
Ibrahim Traoré
,
Imen Megdiche
,
Jérôme Marquet-Doleac
,
Lotfi Chaâri
International Workshop on Health Informatics @ AICCSA 2023: IT Innovations and Disruptive Approaches in the Digital Health Era (HOPE 2023), ACS/IEEE International Conference on Computer Systems and Applications, Dec 2023, Giza, Egypt
Communication dans un congrès
hal-04338230
v1
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Early mild cognitive impairment detection using cognitive-motor tasks and machine learning
Siwar Chaabene
,
Bassem Bouaziz
,
Amal Boudaya
,
Lotfi Chaari
,
Anita Hökelmann
Communication dans un congrès
hal-04338190
v1
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New MCI Detection Method Based on Transformer and EEG Data
Siwar Chaabene
,
Brahim Haroun Hassan
,
Amal Boudaya
,
Lotfi Chaâri
,
Bassem Bouaziz
Communication dans un congrès
hal-04338180
v1
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MCI identification based on EEG signals during a cognitive test
Amal Boudaya
,
Siwar Chaabene
,
Bassem Bouaziz
,
Anita Hökelmann
,
Lotfi Chaâri
Communication dans un congrès
hal-04209477
v1
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Bayesian Optimization Using Hamiltonian Dynamics for Sparse Artificial Neural Networks
Mohamed Fakhfakh
,
Bassem Bouaziz
,
Faïez Gargouri
,
Lotfi Chaâri
19th International Symposium on Biomedical Imaging (ISBI 2022), IEEE Signal Processing Society (SPS); IEEE Engineering in Medicine and Biology Society (EMBS), Mar 2022, Kolkata, India. pp.1-4, ⟨10.1109/ISBI52829.2022.9761469⟩
Communication dans un congrès
hal-03858776
v1
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Physiological/Non-physiological artifacts classification using EEG signals based on CNN
Amal Boudaya
,
Siwar Chaabene
,
Bassem Bouaziz
,
Hela Zouari
,
Sana Ben Jemea
et al.
Communication dans un congrès
hal-04753431
v1
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Efficient Bayesian Learning of Sparse Deep Artificial Neural Networks
Mohamed Fakhfakh
,
Bassem Bouaziz
,
Lotfi Chaâri
,
Faiez Gargouri
20th International Symposium on Symposium on Intelligent Data Analysis (IDA 2022), Apr 2022, Rennes, France. pp.78-88, ⟨10.1007/978-3-031-01333-1_7⟩
Communication dans un congrès
hal-03788529
v1
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Bayesian optimization for artificial neural networks: application to Covid-19 image classification
Mohamed Fakhfakh
,
Bassem Bouaziz
,
Faiez Gargouri
,
Lotfi Chaari
Communication dans un congrès
hal-04753469
v1
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Drowsiness Detection Using Joint EEG-ECG Data With Deep Learning
Guillaume Geoffroy
,
Lotfi Chaari
,
Jean-Yves Tourneret
,
Herwig Wendt
29th European Signal Processing Conference (EUSIPCO 2021), Aug 2021, Dublin, Ireland
Communication dans un congrès
hal-03381946
v1
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EEG-based Hypo-vigilance detection using convolutional neural network
Amal Boudaya
,
Bassem Bouaziz
,
Siwar Chaabene
,
Lotfi Chaari
,
Achraf Ammar
et al.
18th International Conference Smart Homes and Health Telematics (ICOST 2020), Jun 2020, Hammamet, Tunisia. pp.69-78
Communication dans un congrès
hal-02947739
v1
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Lentigo detection using a deep learning approach
Sana Zorgui
,
Siwar Chaabene
,
Hadj Batatia
,
Lotfi Chaari
Communication dans un congrès
hal-02968415
v1
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Joint Bayesian Hyperspectral Unmixing for change detection
Walma Gharbi
,
Lotfi Chaari
,
Amel Benazza-Benyahia
Communication dans un congrès
hal-02942312
v1
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A sleep monitoring method with EEG signals
Yessrine Abichou
,
Siwar Chaabene
,
Lotfi Chaari
International Conference on Digital Health Technologies (ICDHT), Dec 2019, Hammamet, Tunisia. pp.1-8
Communication dans un congrès
hal-02938626
v1
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A Plug and Play Bayesian Algorithm for Solving Myope Inverse Problems
Lotfi Chaari
,
Jean-Yves Tourneret
,
Hadj Batatia
26th European Signal and Image Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. pp.737-741
Communication dans un congrès
hal-03634930
v1
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Sparse Bayesian pMRI Reconstruction With Complex Bernoulli-Laplace Mixture Priors
Siwar Chaabene
,
Lotfi Chaari
,
Abdelaziz Kallel
4th IEEE Middle East Conference on Biomedical Engineering (MECBME 2018), Mar 2018, Tunis, Tunisia. pp.193-197
Communication dans un congrès
hal-02947757
v1
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Robust lane Extraction using Two-Dimension Declivity
Mohamed Fakhfakh
,
Nizar Fakhfakh
,
Lotfi Chaari
17th International Conference on Artificial Intelligence and Soft Computing (ICAISC), Jun 2018, Zakopane, Poland. pp.14-24, ⟨10.1007/978-3-319-91262-2_2⟩
Communication dans un congrès
hal-02938620
v1
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Bayesian compressed sensing for IoT : application to EEG recording
Itebeddine Ghorbel
,
Walma Gharbi
,
Lotfi Chaari
,
Amel Benazza-Benyahia
1st International Conference on Digital Health Technologies - ICDHT 2018, Oct 2018, Sfax, Tunisia. pp.53-60
Communication dans un congrès
hal-03033971
v1
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A general non-smooth Hamiltonian Monte Carlo scheme using Bayesian proximity operator calculation
Lotfi Chaari
,
Jean-Yves Tourneret
,
Hadj Batatia
25th European Signal and Image Processing Conference (EUSIPCO 2017), European Association for Signal Processing (EURASIP), Aug 2017, Kos Island, Greece. pp.1220-1224, ⟨10.23919/EUSIPCO.2017.8081402⟩
Communication dans un congrès
hal-03120308
v1
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Improving Spacecraft Health Monitoring with Automatic Anomaly Detection Techniques
Sylvain Fuertes
,
Gilles Picart
,
Jean-Yves Tourneret
,
Lotfi Chaari
,
André Ferrari
et al.
14th International Conference on Space Operations (SpaceOps 2016), May 2016, Daejeon, South Korea. pp. 1
Communication dans un congrès
hal-01490731
v1
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Adaptive Mean Shift Based Hemodynamic Brain Parcellation in fMRI
Mohanad Albughdadi
,
Lotfi Chaari
,
Jean-Yves Tourneret
7th International Conference on Medical Imaging and Augmented Reality (MIAR 2016), Aug 2016, Bern, Switzerland. pp. 247-258
Communication dans un congrès
hal-01466644
v1
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MRSI data unmixing using spatial and spectral priors in transformed domains
Andrea Laruelo
,
Lotfi Chaari
,
Soleakhena Ken
,
Jean-Yves Tourneret
,
Hadj Batatia
et al.
13th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2016), Apr 2016, Prague, Czech Republic. pp. 952-955
Communication dans un congrès
hal-01491210
v1
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Multi-subject joint parcellation detection estimation in functional MRI
Mohanad Albughdadi
,
Lotfi Chaari
,
Florence Forbes
,
Jean-Yves Tourneret
,
Philippe Ciuciu
Communication dans un congrès
hal-01261982
v1
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Probability map prediction of relapse areas in glioblastoma patients using multi-parametric MR
Andrea Laruelo
,
Jose Dolz
,
Soleakhena Ken
,
Lotfi Chaari
,
Maximilien Vermandel
et al.
ESTRO 35 Radiotherapy and Oncology, Apr 2016, Turin, Italy. pp.S226-S227
Communication dans un congrès
hal-01471037
v1
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Sparse signal recovery using a Bernoulli generalized Gaussian prior
Lotfi Chaari
,
Jean-Yves Tourneret
,
Caroline Chaux
Communication dans un congrès
hal-01278488
v1
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Sparse Bayesian Image Restoration with Linear Operator Uncertainties with Application to EEG Signal Recovery
Lotfi Chaari
,
Hadj Batatia
,
Jean-Yves Tourneret
Communication dans un congrès
hal-03224142
v1
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Model Selection for Hemodynamic Brain Parcellation in fMRI
Mohanad Albughdadi
,
Lotfi Chaari
,
Florence Forbes
,
Jean-Yves Tourneret
,
Philippe Ciuciu
EUSIPCO - 22nd European Signal Processing Conference, Sep 2014, Lisbon, Portugal. pp.31 - 35
Communication dans un congrès
hal-01107475
v1
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A hierarchical sparsity-smoothness Bayesian model for ℓ0 + ℓ1 + ℓ2 regularization
Lotfi Chaari
,
Hadj Batatia
,
Nicolas Dobigeon
,
Jean-Yves Tourneret
IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP 2014, May 2014, Florence, Italy. pp. 1901-1905
Communication dans un congrès
hal-01147247
v1
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Hybrid Sparse Regularization for Magnetic Resonance Spectroscopy
Andrea Laruelo
,
Lotfi Chaari
,
Hadj Batatia
,
Soleakhena Ken
,
Ben Rowland
et al.
IEEE Engineering in Medicine and Biology Society Conference - EMBC 2013, Jul 2013, Osaka, Japan. pp. 6768-6771
Communication dans un congrès
hal-01148277
v1
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Parcel-free Joint Detection-Estimation in fMRI
Lotfi Chaari
,
Florence Forbes
,
Thomas Vincent
44e Journées de Statistique, Société Française de Statistique, May 2012, Bruxelles, Belgium
Communication dans un congrès
hal-00780084
v1
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Sélection de variables dans un cadre Bayésien de traitement de données d'IRM fonctionnelle
Christine Bakhous
,
Florence Forbes
,
Thomas Vincent
,
Lotfi Chaari
,
Michel Dojat
et al.
44e Journées de Statistique, Société Française de Statistique, May 2012, Bruxelles, Belgique
Communication dans un congrès
hal-00780088
v1
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Hemodynamic-informed parcellation of fMRI data in a Joint Detection Estimation framework
Lotfi Chaari
,
Florence Forbes
,
Thomas Vincent
,
Philippe Ciuciu
MICCAI 2012 - 15th International Conference on Medical Image Computing and Computer-Assisted Intervention, Oct 2012, Nice, France. pp.180-188, ⟨10.1007/978-3-642-33454-2_23⟩
Communication dans un congrès
hal-00859388
v1
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Robust voxel-wise Joint Detection Estimation of Brain Activity in fMRI
Lotfi Chaari
,
Florence Forbes
,
Thomas Vincent
,
Philippe Ciuciu
ICIP 2012 - 19th IEEE International Conference on Image Processing, Sep 2012, Orlando, United States. pp.1273-1276, ⟨10.1109/ICIP.2012.6467099⟩
Communication dans un congrès
hal-00859386
v1
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Adaptive experimental condition selection in event-related fMRI
Christine Bakhous
,
Florence Forbes
,
Thomas Vincent
,
Lotfi Chaari
,
Michel Dojat
et al.
Communication dans un congrès
cea-00710489
v1
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A Variational Bayesian approach for the Joint Detection Estimation of Brain Activity in functional MRI
Lotfi Chaari
,
Florence Forbes
,
Philippe Ciuciu
,
Michel Dojat
43èmes Journées de Statistique, Société Française de Statistique (SFdS), May 2011, Tunis, Tunisia
Communication dans un congrès
hal-00780559
v1
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Bayesian variational approximation for the joint detection estimation of brain activity in fMRI
Lotfi Chaari
,
Florence Forbes
,
Philippe Ciuciu
,
Thomas Vincent
,
Michel Dojat
Communication dans un congrès
hal-00780506
v1
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Variational solution to the joint detection estimation of brain activity in fMRI
Lotfi Chaari
,
Florence Forbes
,
Thomas Vincent
,
Michel Dojat
,
Philippe Ciuciu
MICCAI 2011 - 14th International Conference on Medical Image Computing and Computer-Assisted Intervention, Sep 2011, Toronto, Canada. pp.260-268, ⟨10.1007/978-3-642-23629-7_32⟩
Communication dans un congrès
inserm-00635384
v1
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A hierarchical Bayesian model for frame representation
Lotfi Chaari
,
Jean-Christophe Pesquet
,
Jean-Yves Tourneret
,
Philippe Ciuciu
,
Amel Benazza-Benyahia
IEEE International Conference Acoustics, Speech, and Signal (ICASSP), Mar 2010, Dallas, USA, France. pp.4086-4089
Communication dans un congrès
hal-00853350
v1
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Minimization of a sparsity promoting criterion for the recovery of complex-valued signals
Lotfi Chaâri
,
Jean-Christophe Pesquet
,
Amel Benazza-Benyahia
,
Philippe Ciuciu
SPARS'09 - Signal Processing with Adaptive Sparse Structured Representations, Inria Rennes - Bretagne Atlantique, Apr 2009, Saint Malo, France
Communication dans un congrès
inria-00369590
v1
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Solving inverse problems with overcomplete transforms and convex optimization techniques
Lotfi Chaari
,
Nelly Pustelnik
,
Caroline Chaux
,
Jean-Christophe Pesquet
SPIE, Aug 2009, San Diego, California, United States
Communication dans un congrès
hal-00826119
v1
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