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| tel-03118382v1
Theses
Investigation of a framework for seasonal time series forecasting Machine Learning [cs.LG]. Université Rennes 1, 2020. English. ⟨NNT : 2020REN1S033⟩ |
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| hal-02429111v1
Conference papers
Impact of AI on Autonomous Driving WRC 2019 - WRC 2019- IEEE World Robot Conference, Aug 2019, Beijing, China. pp.1-27 |
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| hal-01088036v1
Poster communications
Hypernode Graphs for Learning from Binary Relations between Groups in Networks Networks: From Graphs to Rich Data, NIPS Workshop., Dec 2014, Montreal, Canada. 2014 |
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| lirmm-01169603v1
Conference papers
Data Partitioning for Fast Mining of Frequent Itemsets in Massively Distributed Environments DEXA: Database and Expert Systems Applications, Sep 2015, Valencia, Spain. pp.303-318, ⟨10.1007/978-3-319-22849-5_21⟩ |
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| hal-01170619v1
Conference papers
Total Variation meets Sparsity: statistical learning with segmenting penalties Medical Image Computing and Computer Aided Intervention (MICCAI), Oct 2015, München, Germany |
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| hal-02369299v1
Book sections
MNE: Software for Acquiring, Processing, and Visualizing MEG/EEG Data Magnetoencephalography, Springer International Publishing, pp.355-371, 2019, ⟨10.1007/978-3-030-00087-5_59⟩ |
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| hal-01830905v1
Conference papers
Categorization of B2B Service Offers: Lessons learnt from the Silex Use case 4ème conférence sur les Applications Pratiques de l'Intelligence Artificielle APIA2018, Jul 2018, Nancy, France |
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| hal-01397931v2
Journal articles
The Decentralization of Knowledge First Monday, University of Illinois at Chicago Library, 2016, “Reclaiming the Internet” with distributed architectures, 21 (12), ⟨10.5210/fm.v21i12.7109⟩ |
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| hal-01528559v1
Conference papers
Generating Equivalent Chord Progressions to Enrich Guided Improvisation : Application to Rhythm Changes SMC 2017 - 14th Sound and Music Computing Conference, Jul 2017, Espoo, Finland. pp.8 |
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| hal-01144515v2
Reports
Personnalisation automatique des parcours d’apprentissage dans les Systèmes Tuteurs Intelligents [Rapport de recherche] Inria Bordeaux Sud-Ouest. 2015 |
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| inria-00435524v1
Other publications
Continuous Search in Constraint Programming: An Initial Investigation 2009 |
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| tel-01434878v1
Theses
Dictionary Learning for Pattern Classification in Medical Imaging Computer Science [cs]. Université de Rennes 1, France, 2016. English |
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| hal-01125739v1
Poster communications
Détermination du nombre des classes dans l’algorithmeCROKI2 de classification croisée EGC'2009: 9ème conférence internationale sur l'Extraction et la Gestion des Connaissances, Jan 2009, Strasbourg, France. pp.447-448, 2009 |
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| tel-01270533v2
Theses
Enhanced representation & learning of magnetic resonance signatures in multiple sclerosis Medical Imaging. Université Rennes 1, 2015. English. ⟨NNT : 2015REN1S068⟩ |
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| inria-00266535v1
Conference papers
Apprentissage d'arbre de décision pour le pilotage en ligne d'algorithmes de détection sur les électrocardiogrammes 16e conférence Reconnaissance des Formes et Intelligence Artificielle (RFIA'08), Jan 2008, Amiens, France |
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| hal-01976256v1
Preprints, Working Papers, ...
Detector monitoring with artificial neural networks at the CMS experiment at the CERN Large Hadron Collider 2019 |
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| hal-01898083v1
Conference papers
Machine Learning Models for YouTube QoE and User Engagement Prediction in Smartphones Workshop on AI in Networks (WAIN) 2018, Dec 2018, Toulouse, France |
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| hal-01990767v1
Conference papers
Towards Learning-Aided Configuration in 3D Printing: Feasibility Study and Application to Defect Prediction VAMOS 2019 - 13th International Workshop on Variability Modelling of Software-Intensive Systems, Feb 2019, Leuven, Belgium. pp.1-9, ⟨10.1145/3302333.3302338⟩ |
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| hal-01329315v1
Conference papers
Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions International Conference on Machine Learning (ICML 2016), Jun 2016, New York, United States |
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| tel-01396543v1
Theses
Normalization and Learning of Transducers on Trees and Words Formal Languages and Automata Theory [cs.FL]. Université de Lille, 2016. English |
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| tel-01256178v1
Theses
Machine Learning for Decision Making Machine Learning [stat.ML]. Université de Lille 1, 2015. English |
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| hal-02376986v1
Preprints, Working Papers, ...
metric-learn: Metric Learning Algorithms in Python 2019 |
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| hal-01203579v1
Conference papers
Myocardial Infarct Localization using Neighborhood Approximation Forests Statistical Atlases and Computational Modeling of the Heart (STACOM 2015), Oct 2015, Munich, Germany |
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| hal-02406765v1
Journal articles
Robust control of a silicone soft robot using neural networks ISA Transactions, Elsevier, 2020, 100, pp.38-45. ⟨10.1016/j.isatra.2019.12.004⟩ |
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| hal-03020214v1
Conference papers
Wavelets in the Deep Learning ERA Eusipco, Jan 2021, Amsterdam, Netherlands |
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| hal-02504017v1
Conference papers
Harnessing the power of data and event data for Business Process Improvement CAISAM 2019 - Complexity Analysis of Industrial Systems and Advanced Modeling, Apr 2019, Ben Guerir, Morocco |
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| hal-01407759v1
Conference papers
A Separability Marker Based on High-Dimensional Statistics for Classification Confidence Assessment IEEE International Conference on Systems, Man, and Cybernetics , Oct 2016, Budapest, Hungary |
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| tel-00342649v1
Theses
Transformations d'Arbres XML avec des Modèles Probabilistes pour l'Annotation Autre [cs.OH]. Université Charles de Gaulle - Lille III, 2007. Français |
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| inria-00116923v1
Journal articles
Perceptual Learning and Abstraction in Machine Learning : an application to autonomous robotics IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, Institute of Electrical and Electronics Engineers, 2006, IEEE transactions on systems, man and cybernetics, Part C: applications and reviews, 36 (2), pp.172-181 |
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| tel-02094354v1
Theses
Learning Image-to-Surface Correspondence Signal and Image processing. Université Paris-Saclay, 2019. English. ⟨NNT : 2019SACLC024⟩ |
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