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hal-02429111v1  Conference papers
Christian Laugier. 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
Thomas RicatteRémi GilleronMarc Tommasi. 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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hal-01830905v1  Conference papers
Molka Tounsi DhouibCatherine Faron ZuckerAndrea G. B. Tettamanzi. 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-01528559v1  Conference papers
Ken DéguernelJérôme NikaEmmanuel VincentGérard Assayag. 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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inria-00116923v1  Journal articles
Nicolas BredecheZhongzhi ShiJean-Daniel Zucker. 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-01434878v1  Theses
Hrishikesh Deshpande. 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
Malika CharradYves LechevallierGilbert SaportaMohamed Ben Ahmed. 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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inria-00266535v1  Conference papers
François PortetRené QuiniouMarie-Odile CordierGuy Carrault. 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-03020125v1  Conference papers
Juliana PereiraHugo MartinPaul TempleMathieu Acher. Machine Learning and Configurable Systems: A Gentle Introduction
SPLC 2020 - 24th ACM International Systems and Software Product Line Conference, Oct 2020, Montreal, Canada. pp.1, ⟨10.1145/3382025.3414976⟩
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hal-01206710v1  Conference papers
Marc-Michel RohéNicolas DuchateauMaxime SermesantXavier Pennec. Combination of Polyaffine Transformations and Supervised Learning for the Automatic Diagnosis of LV Infarct
Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges. STACOM 2015., 2015, Munich, Germany. pp.190-198
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hal-01898083v1  Conference papers
Sarah WassermannNikolas WehnerPedro Casas. 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
Benoit AmandMaxime CordyPatrick HeymansMathieu AcherPaul Temple et al.  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
Igor ColinAurélien BelletJoseph SalmonStéphan Clémençon. 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
Adrien Boiret. 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
Amir Sani. Machine Learning for Decision Making
Machine Learning [stat.ML]. Université de Lille 1, 2015. English
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hal-01203579v1  Conference papers
Héloïse BletonJan MargetaHerve LombaertHervé DelingetteNicholas Ayache. 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-02422992v1  Conference papers
Ali KassemGergely AcsClaude CastellucciaCatuscia Palamidessi. Differential Inference Testing: A Practical Approach to Evaluate Sanitizations of Datasets
SPW 2019 - 40th IEEE Symposium on Security and Privacy Workshops, May 2019, San Francisco, United States. pp.72-79, ⟨10.1109/SPW.2019.00024⟩
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hal-02504017v1  Conference papers
Abir Ismaili-AlaouiKarim BaïnaKhalid Benali. 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
Nathalie GayraudNathanael FoyMaureen Clerc. 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
Florent Jousse. Transformations d'Arbres XML avec des Modèles Probabilistes pour l'Annotation
Autre [cs.OH]. Université Charles de Gaulle - Lille III, 2007. Français