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hal-00780707v1  Communication dans un congrès
Blandine RomainVéronique LetortOlivier LucidarmeFlorence D'Alché-BucLaurence RouetRegistration of free-breathing abdominal 3D contrast-enhanced CT
H. Yoshida, D. Hawkes, M. W. Vannier. 4th International Workshop on Abdominal Imaging. Computational and Clinical Applications, Held in Conjunction with MICCAI 2012, Oct 2012, Nice, France. Springer Berlin Heidelberg, 7601, pp.274-282, 2012, Lecture Notes in Computer Science. <10.1007/978-3-642-33612-6_29>
hal-00833312v1  Communication dans un congrès
Céline BrouardJulie DuboisChristel VrainDavid CastelMarie-Anne Debily et al.  Markov Logic Network for supervised gene regulation inference: application to the ID2 regulatory network in human keratinocytes
International Workshop on Machine Learning in Systems Biology, Sep 2012, Bâle, Switzerland
hal-00832184v1  Communication dans un congrès
Blandine RomainVéronique LetortOlivier LucidarmeLaurence RouetFlorence D'Alché-BucA multi-task learning approach for compartmental model parameter estimation in DCE-CT sequences
16th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2013), Sep 2013, Nagoya, Japan. 8150, pp.271--278, 2013, Lecture Notes in Computer Science. <10.1007/978-3-642-40763-5_34>
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hal-01109775v1  Communication dans un congrès
Artémis LlamosiAdel MezineFlorence D'Alché-BucVéronique LetortMichèle SebagExperimental Design in Dynamical System Identification: A Bandit-Based Active Learning Approach
Machine Learning and Knowledge Discovery in Databases - Part II, Sep 2014, Nancy, France. Springer Verlag, Lecture Notes in Artificial Intelligence, 8725, pp.306 - 321, 2014, <10.1007/978-3-662-44851-9_20>
hal-00844424v1  Communication dans un congrès
Néhémy LimYasin SenbabaogluGeorge MichailidisFlorence D'Alché-BucBoosting an operator-valued kernel-based model for gene regulatory network inference
Workshop on Dynamics of biological networks: from nodes' dynamics to network evolution, Jun 2013, Edinburgh, United Kingdom
hal-00844474v1  Communication dans un congrès
Markus HeinonenOlivier GuipaudFabien MilliatValérie BuardBéatrice Micheau et al.  Time-dependent gaussian process regression and significance analysis for sparse time-series
Seventh international workshop on Machine Learning in Systems Biology, satellite meeting of ISMB'2013, Jul 2013, Berlin, Germany
hal-00844443v1  Communication dans un congrès
Néhémy LimYasin SenbabaogluGeorge MichailidisFlorence D'Alché-BucNonparametric modeling for gene regulatory network inference using boosting and operator-valued kernels
Seventh International workshop on Machine Learning in Systems Biology, Satellite meeting of ISMB'2013, Jul 2013, Berlin, Germany
hal-00844490v1  Communication dans un congrès
Néhémy LimYasin SenbabaogluGeorge MichailidisFlorence D'Alché-BucBoosting an operator-valued kernel model and application to network inference
Workshop on Machine Learning for System Identification, Jun 2013, Atlanta, United States
hal-00844494v1  Communication dans un congrès
Arnaud FouchetJean-Marc DelosmeFlorence D'Alché-BucGene Regulatory Network Inference using ensembles of Local Multiple Kernel Models
Seventh international workshop on Machine Learning in Systems Biology, satellite meeting of ISMB'2013, Jul 2013, Berlin, Germany
hal-00744964v1  Communication dans un congrès
Blandine RomainVéronique LetortOlivier LucidarmeFlorence D'Alché-BucLaurence RouetOptimisation of reconstruction for the registration of CT liver perfusion sequences
SPIE Medical Imaging 2012, Feb 2012, San Diego, CA, United States. 8314, (elec. proc), 2012, Progress in Biomedical Optics and Imaging. <10.1117/12.910929>
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hal-00830434v1  Communication dans un congrès
Céline BrouardFlorence D'Alché-BucMarie SzafranskiRégression semi-supervisée à sortie noyau pour la prédiction de liens
CAP, May 2011, Chambéry, France. Publibook, pp.119-134, 2011