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2016

International Conferences and workshops

  • N. Sokolovska, T. Artières. A Probabilistic Prior Knowledge Integration Method: Application to Generative and Discriminative Models. International Joint Conference on Neural Networks (IJCNN), 2016.
  • Qi Wang, Thierry Artières, Yu Ding, Learning Activity Patterns Performed With Emotion. MOCO 2016.
  • Jeremie Tafforeau, Frederic Bechet, Thierry Artières, Benoit Favre, "Joint syntactic and semantic analysis with a multitask Deep Learning Framework for Spoken Language Understanding", Interspeech, San Francisco (USA), 2016
  • Gabriella Contardo, Ludovic Denoyer, Thierry Artieres, Recurrent Neural Networks for Adaptive Feature Acquisition, ICONIP, 2016
  • Gabriella Contardo, Ludovic Denoyer, and Thierry Artieres, Sequential Cost-Sensitive Feature Acquisition, IDA, 2016


2015

International Journals

  • George Tsatsaronis, Georgios Balikas, Prodromos Malakasiotis, Ioannis Partalas, Matthias Zschunke, Michael R Alvers, Dirk Weissenborn, Anastasia Krithara, Sergios Petridis, Dimitris Polychronopoulos, Yannis Almirantis, John Pavlopoulos, Nicolas Baskiotis, Patrick Gallinari, Thierry Artiéres, Axel Ngonga, Norman Heino, Eric Gaussier, Liliana Barrio-Alvers, Michael Schroeder, Ion Androutsopoulos, Georgios Paliouras, An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition, BMC bioinformatics, Vol 16, N°1. pdf

International Conferences

  • Gabriella Contardo, Ludovic Denoyer, and Thierry Artieres, Representation Learning for cold-start recommendation, International Conference on Learning Representations (ICLR), 2015, Workshop poster track. http://arxiv.org/pdf/1412.7156.pdf
  • Luepol Pipanmaekaporn, Ludmilla Tajtelbom, Vincent Guigue, Thierry Artières, Designing semantic feature spaces for brain-reading, ESANN 2015
  • Jeremie Tafforeau, Thierry Artieres, Benoit Favre, Frederic Bechet, Adapting Lexical Representation and OOV Handling from Written to Spoken Language with Word Embedding, Interspeech 2015.

Other

  • Ioannis Partalas, Aris Kosmopoulos, Nicolas Baskiotis, Thierry Artieres, George Paliouras, Eric Gaussier, Ion Androutsopoulos, Massih-Reza Amini, Patrick Galinari, LSHTC: A Benchmark for Large-Scale Text Classification, arxiv, March 2015, http://arxiv.org/abs/1503.08581.


2014

Journal Articles

International Conferences

  • Diego Marcheggiani and Thierry Artières, An Experimental Comparison of Active Learning Strategies for Partially Labeled Sequences, EMNLP, 2014. pdf
  • Yu DING, Ken Prepin, Jing HUANG, Catherine Pelachaud, Thierry Artières, Laughter animation synthesis, AAMAS, 2014.
  • Gabriella Contardo, Ludovic Denoyer, Thierry Artieres, Patrick Gallinari, Learning States Representations in POMDP, ICLR, 2014
  • Yu Ding, Jing Huang, Nesrine Fourati, Thierry Artieres, Catherine Pelachaud, Upper Body Animation Synthesis for a Laughing Character, IVA 2014

Workshops

  • Luepol Pipanmaekaporn, Thierry Artieres, Vincent Guigue, Learning to combine Semantic Features for Neurolinglistic Decoding, Workshop MLSB 2014

French Conferences

  • Mathieu Radenen, Pierrick Milhorat, Thierry Artières, Jérôme Boudy, Gérard Chollet, Etude des HMMs paramétriques pour la reconnaissance de parole en environnement bruité, JEP, 2014.

Other

Talks


2013

International Conferences

French Conferences

  • F-M. Giraud, T. Artières, Bagging de caractéristiques pour l'authentification d'auteur, CORIA 2013.

Talk


2012

Journal Articles

International Conferences

  • I. Lallemand, D. Schwarz, T. Artières, A Multiresolution Kernel Distance for SVM Classi cation of Environmental Sounds, Sound and Music Computing (SMC), 2012.

Other communications

  • George Tsatsaronis, Michael Schroeder, Georgios Paliouras, Yannis Almirantis, Ion Androutsopoulos, Éric Gaussier, Patrick Gallinari, Thierry Artières, Michael R. Alvers, Matthias Zschunke, Axel-Cyrille Ngonga Ngomo: BioASQ: A Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering. AAAI Fall Symposium: Information Retrieval and Knowledge Discovery in Biomedical Text 2012

Internal report


2011

International Conferences

  • M. Cissé, T. Artières, P. Gallinari, Learning efficient error correcting output codes for large hierarchical multi-class problems, Workshop on Large Scale Hierarchical Classification (at ECML), 2011.
  • Y. Soullard, T. Artières, Hybrid HMM and HCRF model for sequence classi fication, European Symposium on Artificial Neural Networks (ESANN), 2011.
  • Y. Soullard, T. Artières, Iterative Refinement of HMM and HCRF for Sequence Classification, IAPR Workshop on Partially Supervised Learning (PSL), 2011.
  • A. Vinel, T-M-T. Do and T. Artieres, Joint Optimization of Hidden Conditional Random Fields and Non Linear Feature Extraction, International Conference on Document Analysis and Recognition (ICDAR), 2011.

French Conferences

  • A. Vinel, T.M.T. Do and T. Artieres, Neuro HCRFs pour l’étiquetage de signaux, Conférence Francophone d'APprentissage (CAP), 2011.
  • R. Horincar, B. Amann, T. Artières, Online Refresh Strategies for RSS Feed Crawlers, BDA, 2011.

French Journals

  • T-M-T. Do, T. Artières, Modèle hybride champs Markovien conditionnel et réseau de neurones profond, Document Numérique (DN), (to appear), Juin 2011.

Tutorial


2010

International Conferences

  • T.M.T. Do and T. Artieres, Neural conditional random fields, Thirteenth International Conference on Artificial Intelligence and Statistics (AISTAT), May 13-15, 2010, Chia Laguna Resort, Sardinia, Italy.
  • Roxana Horincar, Bernd Amann, Thierry Artieres, Best-effort refresh strategies for content-based RSS feed aggregation, Web Information Systems Engineering (WISE), 2010.


2009

Journal Articles

  • Trinh Minh Tri Do et Thierry Artières. Learning mixture models with support vector machines for sequence classification and segmentation, to appear in Pattern Recognition, Available Online.
  • Rudy Sicard, Thierry Artières, Modelling sequences using pairwise relational features, to appear in Pattern Recognition, Available Online.

International Conferences

  • T.M.T. Do and T. Artieres, Large Margin Training for Hidden Markov Models with Partially Observed States, International Conference on Machine Learning (ICML), 2009. (best student paper honorable mention), (pdf).
  • T.M.T. Do and T. Artieres, Maximum Margin Training of Gaussian HMMs for Handwriting Recognition, International Conference on Document Analysis and Recognition (ICDAR), 2009.
  • Volkmar Frinken, Tim Peter, Andreas Fischer, Horst Bunke, Trinh-Minh-Tri Do, and Thierry Artieres, Improved Handwriting Recognition by Combining Two Forms of Hidden Markov Models and a Recurrent Neural Network, International Conference on Computer Analysis of Images and Patterns (CAIP), 2009.


2008

Journal Articles

  • Rudy Sicard, T. Artières, E. Petit, Learning iteratively a classifier using the Bayesian Model Averaging Principle, Pattern Recognition, Vol. 41, N°3, pp 930-938, March 2008. (available online)

International Conferences

French Conferences


2007

Journal Articles

Book Chapter

International Conferences

French Conferences


2006

Habilitation

  • T. Artières, Apprentissage pour le Traitement de Données Séquentielles : Application à la Modélisation d'Utilisateurs et aux Interfaces Stylos , Habilitation à Diriger des Recherches, Université Paris 6, December 2006, (pdf) (In French), slides here (In French).

International Conferences

  • Polynomial Conditional Random Fields for signal processing, In European Conference on Artificial Intelligence (ECAI), DO (Trinh Minh Tri), Artières (Thierry). (pdf).
  • Patch Learning for Incremental Classifier Design, In European Conference on Artificial Intelligence (ECAI), Sicard (Rudy), Artières (Thierry).

International Workshops

French Conferences

  • Champs de Markov conditionnels pour le traitement de séquences, In EGC 2006, DO (Trinh Minh Tri), Artières (Thierry). (pdf).


2005

Journal Articles

  • Learning Model Structure from Data: An Application to On-Line Handwriting, In Electronic Letters on Computer Vision and Image Analysis, Binsztok (H), Artières (Thierry). (Online edition).
  • Une méthode générique pour la conception de moteurs de reconnaissance de symboles manuscrits en ligne, In Traitement du Signal, Marukatat (Sanparith), Artières (Thierry), Gallinari (Patrick)

International Conferences

  • Automatic learning of domain model for personalized hypermedia applications]], In IJCAI (poster), Njike-Fotzo (H.), Artières (Thierry), Gallinari (Patrick), Blanchard (Julien), letellier (G). (pdf).

International Workshops

French Conferences

  • Un mélange de densités semi-markoviennes pour la classification de données biographiques, In 37èmes Journées de Statistique de la SFdS, 06 -10 juin 2005, Pau, Estacio-Moreno (Alexander), Artières (Thierry), Barbary (Olivier), Piron (Marie), Gallinari (Patrick)
  • Classification automatique de données biographiques, In RJCIA 2005, 31 mai-3 juin, Nice, 43—56, Estacio-Moreno (Alexander), Artières (Thierry), Gallinari (Patrick)
  • Prise en compte de la durée de séjour dans la classification de données biographiques, In SFC 2005, 30 mai-1er juin, Montréal, Canada, 135 – 138, Estacio-Moreno (Alexander), Artières (Thierry), Gallinari (Patrick)
  • Sélection de Modèles par des Méthodes à Noyaux pour la classification de données séquentielles, In Extraction et Gestion des Connaissances (EGC) 2005, DO (Trinh Minh Tri), Artières (Thierry), Gallinari (Patrick)
  • Un système d'aide à la navigation dans des hypermédias]], In Extraction et Gestion des Connaissances (EGC) 2005, Julien (Blanchard), Petitjean (Bertrand), Artières (Thierry), Gallinari (Patrick). (pdf).


2004

International Conferences

  • A model-based approach to sequence clustering, In ECAI, Binsztok (H), Artières (Thierry), Gallinari (Patrick). (pdf).

International Workshops

  • Handling spatial information in on-line handwriting recognition, In IWFHR, Marukatat (Sanparith), Artières (Thierry). (pdf).
  • Learning HMM Structure for On-line Handwriting Modelization, In IWFHR, Binsztok (H), Artières (Thierry)
  • A generic approach for on-line handwriting recognition, In IWFHR, Marukatat (Sanparith), Artières (Thierry), Gallinari (Patrick)
  • On-Line Handwritten Documents Segmentation, In IWFHR, Blanchard (Julien), Artières (Thierry). (ps).

French Conferences

  • Une approche générique pour la reconnaissance de l'écriture manuscrite en-ligne, In CIFED, Marukatat (Sanparith), Artières (Thierry), Gallinari (Patrick)
  • Segmentation de documents écrits en ligne, In CIFED, Blanchard (Julien), Artières (Thierry)
  • Partitionnement de tracés manuscrits en ligne par modèles Markoviens, In CIFED, Binsztok (H), Artières (Thierry)


2003

Journal Articles

International Conferences

  • A flexible recognition engine for complex on-line handwritten character recognition, In 7th International Conference on Document Analysis and Recognition (ICDAR), Marukatat (Sanparith), Sicard (Rudy), Artières (Thierry), Gallinari (Patrick)
  • Classification and tracking of hypermedia navigation patterns, In International Conference on Neural Networks (ICANN), Bidel (S), Lemoine (L), Piat (F), Artières (Thierry), Gallinari (Patrick)

International Workshops

  • Poorly Structured Handwritten Document Segmentation Using Probabilistic Feature grammars, In Document Layout Interpretation and its Applications, Workshop associated to ICDAR, Artières (Thierry)
  • Statistical machine learning for tracking hypermedia user behaviour, In Workshop on Machine Learning, Information Retrieval and User Modeling (MLIRUM). Associated to User Modeling Conference, Bidel (S), Lemoine (L), Piat (F), Artières (Thierry), Gallinari (Patrick)

French Conferences


2002

Book Chapter

International Conferences

  • VQ-Based On-Line Handwritten Character Recognition through Learning and Adaptive Edit Distances, In ICONIP, Li (Hifeng), Artières (Thierry), Gallinari (Patrick), Dorizzi (Bernadette)
  • Writing Style Variation Absorption for a Hybrid Neuro-Markovian On-line Handwriting Recognition System, In Knowledge-based intelligent information and engineering systems, Li (Hifeng), Artières (Thierry), Gallinari (Patrick), Dorizzi (Bernadette)
  • State Sharing in a Hybrid Neuro-Markovian On-Line Handwriting Recognition System through a Simple Hierarchical Clustering Algorithm, In International Conference on Multi-Modal Interfaces (ICMI), Li (Hifeng), Artières (Thierry), Gallinari (Patrick)
  • Data Driven Design of an ANN/HMM System for On-Line Unconstrained Handwritten Character Recognition, In International Conference on Multi-Modal Interfaces (ICMI), Li (Hifeng), Artières (Thierry), Gallinari (Patrick)
  • Topology Inference for an ANN / HMM Hybrid On-Line Handwriting Recognition System, In ICONIP, Li (Hifeng), Artières (Thierry), Gallinari (Patrick), Dorizzi (Bernadette)

International Workshops

  • Rejection Methods for Handwriting Sentence Recognition, In 8th International Workshop on Frontiers in Handwriting Recognition (IWFHR-8), Marukatat (Sanparith), Artières (Thierry), Gallinari (Patrick)
  • Stroke level HMMs for on-line handwriting recognition, In 8th International Workshop on Frontiers in Handwriting Recognition (IWFHR-8), Artières (Thierry), Gallinari (Patrick)

French Conferences

  • Grammaires probabilistes appliquées à la segmentation de documents manuscrits en ligne, In CIFED, Gauthier (N), Artières (Thierry)
  • Segmentation de documents peu structurés par grammaires probabilistes : application aux pages manuscrites en ligne, In Colloque Francophone sur l'écrit et le document (CIFED), Gauthier (N), Artières (Thierry)


2001

International Conferences

  • Strategies for combining on-line and off-line information in an on-line handwriting recognition system, In International Conference on Document Analysis and Recognition, Gauthier (N), Artières (Thierry), Dorizzi (Bernadette), Gallinari (Patrick)
  • Sentence Recognition through hybrid neuro-markovian modelling, In International Conference on Document Analysis and Recognition (ICDAR 2001), Marukatat (Sanparith), Artières (Thierry), Dorizzi (Bernadette), Gallinari (Patrick)


2000

International Conferences

  • Multi-modal segmental models for on-line hanwriting recognition, In International Conference on Pattern Recognition (ICPR), Artières (Thierry), Marchand (J-M.), Gallinari (Patrick), Dorizzi (Bernadette)

International Workshops

  • Stroke level modeling of on-line hanwriting through multi-modal segmental models, In International Workshop on Frontiers in Handwriting Recognition (IWFHR), Artières (Thierry), Marchand (J-M.), Gallinari (Patrick), Dorizzi (Bernadette)


Before 2000

International Conferences

  • Automatic contour extraction in images using a 2-D hidden Markov model, In ICANN, Gérard (O.), d'Alché-Buc (Florence), Makram-Ebeid (S.), Gallinari (Patrick), Artières (Thierry), 1999
  • Predictive Systems for Speaker Identification: Heuristics for Model Selection, In ICANN, Artières (Thierry), Gallinari (Patrick), 1995
  • Multi-state Predictive Neural Networks for text-independent Speaker Recognition, In Eurospeech, Artières (Thierry), Gallinari (Patrick), 1995
  • Adequacy of neural predictors for identification, In WCNN'94, Artières (Thierry), Gallinari (Patrick), 1994
  • Neural models for extracting speaker characteristics in speech modelization systems, In EUROSPEECH 93, Artières (Thierry), Gallinari (Patrick), 1993
  • Connectionnist and conventional models for text-free talker identification tasks, In NEURONIMES 91, Artières (Thierry), Bennani (Younes), Gallinari (Patrick), montacié

French Conferences

  • Modèle markovien et programmation dynamique pour l'extraction de contours : application à des images médicales, In GRETSI, Gérard (O.), d'Alché-Buc (Florence), Makram-Ebeid (S.), Gallinari (Patrick), Artières (Thierry), 1999

Reports

  • REMUS (Reconnaissance de l'Ecriture ManUScrite), immer (Zsolt), Garcia-Salicetti (Sonia), Lifchitz (Alain), Dorizzi (Bernadette), Gallinari (Patrick), Artières (Thierry)

Ph. Dissertation

  • Méthodes Prédictives Neuronales: Application à l'Identification du Locuteur, Artières (Thierry), Ph. D. thesis, 1995




 Some papers are available for download in the incomplete list here
 Contact me if you are interested in a non-downloadable paper.

Poste de MC en Informatique à l'ECM : Données massives / apprentissage profond (intégration au laboratoire LIF) Fiche Galaxie Δ

 Projets LIF ECM Δ

Artifical Intelligence : Un programme bat les professionnels au Poker

Conférence Francophone d'Apprentissage Automatique (CAP 2016): 04-07 Juillet 2016

Journée du PR2I Big data d'AMU sur le Traitement de Données massives

Jeudi 15 Octobre de 8h30 à 14h sur le site Saint Charles (Salles de conférences 1 et 2)

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