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Philippe Lenca
201
Documents
Researcher identifiers
- philippe-lenca
- IdRef : 057147248
- 0000-0001-5014-2347
- Google Scholar : https://scholar.google.fr/citations?user=Iai81DYAAAAJ&hl=fr
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Détection de biais et intégration de connaissances expertes pour l'explicabilité en Intelligence ArtificielleJournée Société & IA @ Plate-Forme Intelligence Artificielle de l'AFIA (PFIA), Jul 2024, La Rochelle, France
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Représentation explicable du comportement de systèmes complexes : automates pour les séries temporelles multivariées7ème Conférence Nationale sur les Applications Pratiques de l’Intelligence Artificielle APIA @ PFIA 2022, Jun 2022, Saint-Etienne, France
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Automata-based explainable representation for a complex system of multivariate times seriesIC3K 2022: 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - KDIR, Oct 2022, Valletta, Malta. pp.170-179, ⟨10.5220/0011363400003335⟩
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Explainable AI: a narrative review at the crossroad of Knowledge Discovery, Knowledge Representation and Representation LearningMRC 2021: Twelfth International Workshop Modelling and Reasoning in Context, Aug 2021, Montréal (virtual), Canada. pp.28-40
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Task-specific Temporal Node EmbeddingFrench Regional Conference on Complex Systems, May 2021, Dijon, France
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Analyse automatique du discours de patients pour la détection de comorbidités psychiatriquesConférence Internationale Francophone sur la Science des Données, Aix-Marseille Université - LIS UMR 7020, Jun 2021, Marseille, France. pp.261-272
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Using Dependency Syntax-Based Methods for Automatic Detection of Psychiatric ComorbiditiesResources and ProcessIng of linguistic, para-linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric/developmental impairments, May 2020, Marseille, France. pp.142-150
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TemporalNode2vec: Temporal Node Embedding in Temporal NetworksCOMPLEX NETWORKS 2019 : 8th International Conference on Complex Networks and their Applications, Dec 2019, Lisbon, Portugal. ⟨10.1007/978-3-030-36687-2_74⟩
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Algorithmic prediction in connected health: The case of suicide preventionSASE 2019 : Fathomless Futures: Algorithmic and Imagined, Jun 2019, New York City, United States
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Towards a DRS Parsing Framework for FrenchSNAMS 2019 : Sixth International Conference on Social Networks Analysis, Management and Security, Oct 2019, Granada, Spain. ⟨10.1109/SNAMS.2019.8931868⟩
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Accidents Vasculaires Cérébraux : Apport de l'Intelligence ArtificielleAccidents Vasculaires Cérébraux : des mécanismes à la prise en charge des patients, Mar 2019, Paris, France
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The ReSCU-M study: Comprehension of suicide social representation in Martinique Island. Perspective for prevention and communication strategies.International Association for Suicide Prevention Caribbean Regional Symposium, IASP, May 2019, Trinidad, Trinidad and Tobago
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Prédiction d'évènements distants basée sur les règles séquentiellesEGC 2019 : Extraction et gestion des connaissances, Jan 2019, Metz, France. pp.309-314
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Estimating the similarity of community detection methods based on cluster size distributionCOMPLEX NETWORKS 2018 : The 7th International Conference on Complex Networks and Their Applications, Dec 2018, Cambridge, United Kingdom. pp.183-194, ⟨10.1007/978-3-030-05411-3_15⟩
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Méthodes de data mining et applications à l'analyse de bases de données de suicidantsJournées du Groupement d’Etudes et de Prévention du Suicide, Jan 2018, Montpellier, France
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Apport de la fouille de données pour la prévention du risque suicidaireConférence Internationale sur l'Extraction et la Gestion des Connaissances, Revue des Nouvelles Technologies de l'Information, Jan 2018, Paris, France. pp.143 - 154
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Community detection methods can discover better structural clusters than ground-truth communities2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Jul 2017, Sydney, Australia. ⟨10.1145/3110025.3110053⟩
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Revue des systèmes de détection d'anomalies dans les réseaux SCADA et attaques internesINFORSID 2017 : 35eme congrès de l'INFormatique des ORganisations et Systèmes d’Information et de Décision , May 2017, Toulouse, France. pp.1 - 6
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hal-01573498v1
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Du local au global : un nouveau défi pour l'analyse statistique implicativeASI 2017 : 9e Colloque International d'Analyse Statistique Implicative, Oct 2017, Belfort, France. pp.103 - 116
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Computing the Mutual Constrained Independence ModelASMDA 2017 : 17th Conference of the Applied Stochastic Models and Data Analysis International Society, Jun 2017, London, Royaume-Uni
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Community structures evaluation in complex networks: A descriptive approachNetSci-X 2017 : International School and Conference on Network Science, Jan 2017, Tel Aviv, Israel. pp.11-19, ⟨10.1007/978-3-319-55471-6_2⟩
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Toward E-Health Applications for Suicide PreventionCHASE 2016 : IEEE First Conference on Connected Health: Applications, Systems and Engineering Technologies, Jun 2016, Washington, United States. pp.346 - 347, ⟨10.1109/CHASE.2016.37⟩
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From sensors and data to data mining for e-HealthKST 2016 : 8th International Conference on Knowledge and Smart Technology, Feb 2016, Chiangmai, Thailand
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Suicide Sleep Monitoring (SSleeM): a feasibility and acceptability study of a wearable sleep tracking monitoring device in suicide attemptersESSSB 2016 : 16th European Symposium on Suicide and Suicidal behaviour, Sep 2016, Oviedo, Espagne
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Ocean Heat Content Structure Revealed by Un-Supervised Classification of Hydrographic ProfilesOSD 2016 : Ocean Sciences Meeting , Feb 2016, New Orleans, États-Unis
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Constrained Independence for Detecting Interesting PatternsDSAA 2015 : IEEE International Conference on Data Science and Advanced Analytics, Oct 2015, Paris, France. pp.1 - 10, ⟨10.1109/DSAA.2015.7344897⟩
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Indices de qualité en clusteringJournée thématique : clustering et co-clustering, Oct 2015, Issy Les Moulineaux, France
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Mining top-k regular episodes from sensor streamsIAIT 2015 : 7th International Conference on Advances in Information Technology, Nov 2015, Bangkok, Thailand. pp.76 - 85, ⟨10.1016/j.procs.2015.10.008⟩
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Une brève introduction aux Données Massives - Challenges et perspectivesActuariat : Nouveaux Enjeux et Nouveaux Risques - Université d'été 2015, Jul 2015, Brest, France
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Une brève introduction à l'Intelligence ArtificielleConférences et ateliers de l'IUT de Lannion, Jan 2015, Lannion, France
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Periodic Episode Discovery over Event StreamsEPIA 2015 : 17th Portuguese Conference on Artificial Intelligence, Sep 2015, Coimbra, Portugal. pp.547 - 559
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Text Classification Using Association Rules, Dependency Pruning and HyperonymizationDMNLP 2014: Workshop on Interactions between Data Mining and Natural Language Processing, Sep 2014, Nancy, France. pp.65-80
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Evaluation de la qualité en clusteringSéminaire "Actualités et Défis en Clustering", Feb 2014, Lyon, France
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hal-01185095v1
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Contextual Recommender System on a Location-Based Social Network for shopping places recommendation using association rules miningACIIDS 2014 : the 6th Asian Conference on Intelligent Information and Database Systems, Apr 2014, Bangkok, Thailand. pp.3 - 13
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Random forest of oblique decision trees for ERP semi-automatic configurationACIIDS 2014 : the 6th Asian Conference on Intelligent Information and Database Systems, Apr 2014, Bangkok, Thailand. pp.25 - 34
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Arabic Language Text Classification Using Dependency Syntax-Based Feature SelectionCITALA 2014 : 5e Conférence Internationale sur le Traitement Automatique de la Langue Arabe, Nov 2014, Oujda, Morocco. pp.31-40
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Mining top-k frequent/regular patterns based on user-given trade-off between frequency and regularityIAIT 2013 : International Conference on Advances in Information Technology, Dec 2013, Bangkok, Thailand. pp.1-12, ⟨10.1007/978-3-319-03783-7⟩
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Monitoring the habits of elderly people through data mining from home automation devices dataEPIA 2013 : proceedings of the 16th Portuguese Conference on Artificial Intelligence, Sep 2013, Azores, Portugal. pp.343 - 354
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The Impact of a Pandemic Influenza on Mortality, Temporary Disability and Hospitalization Risks for Protection Insurance, and Hedging StrategiesASMDA 2013 : 15th Applied Stochastic Models and Data Analysis international conference, Jun 2013, Barcelone, Spain. 8p
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Challenges to building a platform for a breast cancer risk scoreRCIS 2012: 6th International Conference on Research Challenges in Information Science, May 2012, Valencia, Spain. pp.1-10
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hal-00739690v1
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Challenges to build an information system for a breast cancer risk scoreRCIS 2012: 6th International Conference on Research Challenges in Information Science, May 2012, Valencia, Spain. ⟨10.1109/RCIS.2012.6240437⟩
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hal-03896759v1
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Le choix d'une bonne mesure de qualité, condition du succès d'un processus de fouille de donnéesAtelier data mining, applications, cas d'études et success stories (associé à la conférence internationale francophone sur l'extraction et la gestion des connaissances), Jan 2011, Brest, France. pp.5 - 8
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Un cadre formel pour l'étude des mesures d'intérêt des règles d'associationJournée d'animation du GRD I3 sur la fouille de données, Sep 2011, Lyon, France
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Adaptation de l'algorithme CART pour la tarification des risques en assurance non-vieConférence internationale francophone sur l'extraction et la gestion des connaissances, Jan 2011, Brest, France. pp.611 - 622
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Breast cancer risk score: a data mining approach to improve readabilityThe International Conference on Data Mining, Jul 2011, Las Vegas, United States. pp.15 - 21
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WiMAX traffic analysis and Base stations classification in terms of LRDPortuguese Conference on Artificial Intelligence, Oct 2011, Lisboa, Portugal
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When patterns overwhelms users, issues and solutions for selecting the good onesCHIST-ERA Conference, Sep 2011, Cork, Irlande
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Etre ou ne pas être usager d'internet telle est la question ?Conférence internationale francophone sur l'extraction et la gestion des connaissances, Jan 2011, Brest, France. pp.291 - 292
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Long-range dependence in WiMAX downlink trafficIEEE International Symposium on Signals, Circuits and Systems, Jun 2011, Iasi, Romania. pp.233 - 236
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Mining classification rules without support: an anti-monotone property of jaccard measureDS 2011: 14th international conference on Discovery Science, Nov 2011, Espoo, Finland. pp.179 - 193, ⟨10.1007/978-3-642-24477-3⟩
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L'école brestoise de l'aide à la décision : jugement, aide à la décision et acquisition de règlesJournée en hommage à Jean-Pierre Barthélemy, Jun 2011, Paris, France
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Prévision de trajectoires de cyclones à l'aide de forêts aléatoires avec arbres de régressionConférence internationale francophone sur l'extraction et la gestion des connaissances, Jan 2011, Brest, France. pp.623-634
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A wavelet based prediction method for time seriesSMTDA2010 : Stochastic Modeling Techniques and Data Analysis International Conference, Jun 2010, Chania, Greece
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A robustness measure of association rulesThe European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2010, Barcelona, Spain. pp.227 - 242, ⟨10.1007/978-3-642-15883-4⟩
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WIMAX traffic forecasting based on neural networks in wavelet domainThe Fourth International Conference on Research Challenges in Information Science, May 2010, Nice, France. pp.447 - 455
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Mining periodic-frequent itemsets with approximate periodicity using interval transaction-ids list treeWKDD 2010 : The 3rd International Conference on Knowledge Discovery and Data Mining, Jan 2010, Phuket, Thailand. pp.245 - 248
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Mesure de la robustesse de règles d'associationQDC 2010 : atelier Qualité des Données et des Connaissances, en conjonction avec Extraction et gestion des connaissances, Jan 2010, Hammamet, Tunisie. pp.27 - 38
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Généralisation de la propriété de monotonie de la all-confidence pour l'extraction de motifs intéressants non fréquentsQDC 2009 : atelier qualité des données et de connaissances, en conjonction avec extraction et gestion des connaissances, Jan 2009, Strasbourg, France. pp.17 - 24
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All-monotony: a generalization of the all-confidence antimonotony8th International Conference on Machine Learning and Applications, Dec 2009, Miami, United States. pp.759 - 764
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Un nouvel algorithme de forêts aléatoires d'arbres obliques particulièrement adapté à la classification de données en grandes dimensionsEGC 2009 : Extraction et Gestion des Connaissances, 27-30 janvier, Strasbourg, France, Jan 2009, Strasbourg, France. pp.79 - 90
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hal-01201961v1
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Visualisation de réseaux d'experts7e atelier visualisation et extraction des connaissances - 11e conférence internationale francophone sur l'extraction et la gestion des connaissances, EGC'09, Jan 2009, Strasbourg, France. pp.1-6
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New solutions for high dimensional and unbalanced data setsDigiWorld summit 31st IDATE International Conference: @health - advanced technologies for health, Nov 2009, Montpellier, France
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Modeling the spread of pandemic influenza for insurance industryASMDA 2009 : Applied Stochastic Models and Data Analysis, 30 June- 3 July, Vilnius, Lithuania, Jun 2009, Vilnius, Lithuania. pp.531 - 535
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Interestingness measures for knowledge discovery6th Regional Seminar of the ICT-Asia Programme. Asian Institute of Technology, Feb 2009, Pathumthani, Thailand
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hal-02301532v1
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On optimal rules mining: a framework and a necessary and sufficient condition for optimalityPAKDD 2009 : Pacific-Asia Conference on Knowledge Discovery and Data Mining, Apr 2009, Bangkok, Thailand. pp.705 - 712, ⟨10.1007/978-3-642-01307-2_71⟩
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Mining top-k periodic-frequent pattern from transactional databases without support thresholdThe 3rd International Conference on Advances in Information Technology, Dec 2009, Bangkok, Thailand. pp.18 - 29
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The need to assess and to manage the risk of avian in influenza in insurance businessInternational Workshop on Applied Probability, Jul 2008, Compiègne, France
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A comparison of different off-centered entropies to deal with class imbalance for decision treesPacific-Asia conference on knowledge discovery and data Mining, 20-23 May, Osaka, Japan, May 2008, Osaka, Japan. pp.634 - 643, ⟨10.1007/978-3-540-68125-0_59⟩
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Expérimentation de l'entropie décentrée pour le traitement des classes déséquilibrées en induction par arbresAtelier Qualité des Données et des Connaissances (associé à la conférence Extraction et Gestion des Connaissances 2008), 29 janvier, Sophia Antipolis, France, Jan 2008, Sophia Antipolis, France. pp.39 - 49
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Off-centered entropies to deal with class imbalance for decision treesInformation Systems & Data Analysis, Mar 2008, Vannes, France
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Using local node information in decision trees : coupling a local decision rule with an off-centered entropyInternational Conference on Data Mining 14-17 July 2008, Las Vegas, Nevada, USA, Jul 2008, Las Vegas, United States. pp.117 - 123
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Construction d'une entropie décentrée pour l'apprentissage superviséEGC 2007 : 7èmes journées francophones "Extraction et gestion des connaissances", Atelier Qualité des Données et des Connaissances, 23 janvier Namur, Belgique, Jan 2007, Namur, Belgique. pp.45 - 54
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Some considerations of cognitive modeling for collective decision supportHICSS 2007 : 40th Annual Hawai International Conference On System Sciences, January 3-6, Hawai, USA, Jan 2007, Hawai, United States. ⟨10.1109/HICSS.2007.497⟩
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Apport du Text Mining pour prédire le potentiel d'accident d'un véhicule en assuranceEGC 2007 : 7èmes journées francophones "Extraction et gestion des connaissances", Atelier Data mining dans la banque, l'assurance et la finance, 23 janvier Namur, Belgique, Jan 2007, Namur, Belgique. pp.27 - 35
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Qualité des règles d'association : étude de données d'entrepriseEGC 2007 : 7èmes journées francophones "Extraction et gestion des connaissances", Atelier Qualité des Données et des Connaissances, 23 janvier Namur, Belgique, Jan 2007, Namur, Belgique. pp.55 - 64
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A study of the robustness of association rulesDMIN' 07 : International conference on data mining, Jun 2007, Las Vegas, United States. pp.132 - 137
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Some results on a cognitive approach in collective decision making modelingEWG-MCDA 2007 : 65th Meeting of the European Working Group Multiple Criteria Decision Aiding, Apr 2007, Poznañ, Poland
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Le management continu de l'incertitude par stratégiesQualita 2007, 20-22 mars, Tanger, Maroc, Mar 2007, Tanger, Maroc
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A social approach of the individual decision making process by the search for a dominance structure: risk management by a business process managerMASHS 2007 : computational methods for modelling and learning in social and human sciences, May 2007, Brest, France
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Construction of an off-centered entropy for supervised learningASMDA 2007 : XIIth International Symposium on Applied Stochastic Models and Data Analysis, May 29 - June 1, Chania, Crete, Greece, May 2007, Crete, Greece
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Agrégation de mesures d'intérêt de règles d'associationEGC 2006 : Extraction et Gestion des Connaissances, Atelier Qualité des Données et des Connaissances,, Jan 2006, Villeneuve D'Ascq, France. pp.38 - 44
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Some considerations of cognitve modeling for collective decision supportEMPG'06 : 37th European Mathematical Psychology Group meeting, September 11-13, Brest, France, Sep 2006, Brest, France
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Cognitive approach to distributed decision support systemsWorkshop on Human Centered Technology, Jun 2006, Pori, Finlande. pp.215-224
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Approche cognitive des systèmes d'aide à la décision distribuéeMOSIM'06 : 6ème conférence francophone de modélisation et simulation, Apr 2006, Rabat, Maroc
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Mesures de qualité de règles d'association et agrégation de relations valuéesRoadef : 7ème congrès de la Société française de Recherche Opérationnelle et d'Aide à la Décision, 6-8 février, Lille, France, Feb 2006, Lille, France
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Cognitive approach to decision making and practical tools9th IFAC symposium on automated systems based on human skill and knowledge, 22-24 mai, Nancy, France, May 2006, Nancy, France. ⟨10.3182/20060522-3-FR-2904.00020⟩
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Modeling of the counter-examples and association rules interestingness measures behaviorDMIN'06 : International conference on data mining, Jun 2006, Las Vegas, Nevada, United States. pp.132 - 137
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Règles d'association pour la détection de groupes risqués (conférence invitée)Risques en Assurance-Finance et Modèles Statistiques, Nov 2006, Angers, France
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Aggregation of valued relations applied to association rule interestingnessMDAI 2006: Modeling decisions for artificial intelligence.V. Torra, Y. Narukawa, A. Valls. Springer Verlag : 2006 (Lecture notes in computer science), Apr 2006, Tarragona, Espagne. pp.203 - 214, ⟨10.1007/11681960_21⟩
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Risk management and decision aidEURO'06 : 21st European Conference on Operational Research, July 2-5, Reykjavik, Iceland, Jul 2006, Reykjavik, Islande
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Cognitive approach to distributed decision makingEURO'06 : 21st European Conference on Operational Research, July 2-5, Reykjavik, Iceland, Jul 2006, Reykjavik, Islande
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Quality in Data Mining11th International Symposium on Applied Stochastic Models and Data Analysis (ASMDA'2005), 2005, Brest, France. pp.ISBN 2-908849-15-1
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Acquisition et exploitation de connaissances dans un contexte multi-experts pour un système d'aide à la décisionExtraction et Gestion des Connaissances, 19-21janvier Paris, France, Jan 2005, Paris, France. pp.115 - 126
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Parametrised measures for the evaluation of association rule interestingnessASMDA 2005 : XIth International Symposium on Applied Stochastic Models and Data Analysis, May 17-20 Brest, France, May 2005, Brest, France. pp.220 - 229
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Mesurer l'intérêt des règles d'association (conférence invitée)Journée "Etes-vous orienté client ?", organisée par Grenoble Ecole de Management et SAS Institute, Apr 2005, Grenoble, France
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Variations autour de l'intensité d'implication3d International Conference Implicative Statistic Analysis, October 6-8, Palermo, Italia, Oct 2005, Palerme, Italie. pp.237 - 246
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Mesurer l'intérêt des règles d'associationAtelier Qualité des Données et des Connaissances (DKQ 2005) associé à EGC 2005, Jan 2005, Paris, France. pp.421-426
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hal-02282443v1
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Etude expérimentale de mesures de qualité de règles d'associationsEGC 2004 : Extraction et Gestion des Connaissances, 20-23 janvier, Clermont-Ferrand, France, Jan 2004, Clermont-Ferrand, France. pp.341 - 352
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Useful characterization and multicriteria decision aid : A two step approach to interestingness measure selection59èmes Journées du groupe de travail européen Aide Multicritère à la Décision, Apr 2004, Brest, France
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Dynamique de la décision distribuée60èmes Journées du groupe de travail européen Aide Multicritère à la Décision, Tilburg, The Netherlands, Oct 2004, Tillburg, Pays-Bas
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A clustering of interestingness measures7th International Conference on Discovery Science, October 2-5, Padova, Italy, Oct 2004, Padova, Italy. pp.290 - 297
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An extensible platform for rule quality measure benchmarkingHuman Centered Processes, Distributed Decision Making and Man-Machine Cooperation, May 5-7, Luxembourg, May 2003, Luxembourg, Luxembourg. pp.187 - 191
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Critères d'évaluation des mesures de qualité en ECDXXXV Journées de Statistique, Jun 2003, Lyon, France. pp.647 - 650
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Aide multicritère à la décision pour évaluer les indices de qualité des connaissancesEGC 2003 : Extraction et gestion des connaissances. Paru dans RSTI, série RIA-ECA, Jan 2003, Lyon, France. pp.271 - 282
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Efficient mining Top-k regular-frequent itemset using compressed tidsetsPAKDD'11: Workshop on Behavior Informatics, May 2001, Shenzhen, China. pp.159 - 170
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Why including human-centered processes in KDD?18th European Conference on Operational Research, Jul 2001, Rotterdam, Netherlands
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A mathematical approach for human centered decision aid32nd European Mathematical Psychology Group Meeting, Apr 2001, Lisbonne, Portugal
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A multicriteria aid and multiactor method: determining a corpus of reference actions - Application to the resolution of micro-credit problemsWorld Multiconference on Systemics, Cybernetics and Informatics, Jul 2000, Orlando, États-Unis. pp.141 - 146
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An anthropocentric tool for decision supportSixteenth International Joint Conference on Artificial Intelligence, Jul 1999, Stockholm, Suède. pp.338 - 343
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Une technique d'acquisition automatique des objets de référencesROADEF'99 : 2ème Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Jan 1999, Autrans, France
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Dynamic adaptation of rules bases under cognitive constraintsProceedings of the conference human centered processes (HCP'99), Sep 1999, Brest, France. pp.277-291
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Updating a rule basis under cognitive constraints : the COMAPS toolSeventeenth European Annual Conference on Human Decision Making and Manual Control, Dec 1999, Valenciennes, France. pp.3 - 9
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hal-02148228v1
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Quality management of industrial control decisionsEuropean Conference on Operational Research, Jul 1998, Brussels, Belgium
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Recherche de l'information traitée par décideurs experts et des décideurs novicesJournées francophones Sciences de la Cognition vers les applications, Jul 1997, Villeneuve D'Ascq, France. pp.37 - 46
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hal-02150238v1
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Acquisition de règles de décision avec le système APACHE : quelques aspects interactifs et réactions des "experts"43èmes journées du groupe de travail européen "Aide Multicritère à la Décision", Mar 1996, Brest, France
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Application of expertise acquisition in savings plansGronics'95, Feb 1995, Gronigen, Netherlands. pp.85-92
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hal-01893331v1
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Acquisition de stratégies expertes et compréhension du comportement des consommateursSystèmes Intelligents, banque & gestion d'entreprises, transports, Jun 1995, Montpellier, France. pp.367 - 376
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hal-02280805v1
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Extraction de règles de décision en situation d'expertiseJournées sur l'Acquisition, la Validation et l'Apprentissage, Apr 1995, Grenoble, France
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hal-02269617v1
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Partition d'un produit direct d'ordres totaux en un nombre minimum de chaînesJournées mathématiques discrètes et sciences sociales, Jun 1993, Brest, France
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Discrimination et recherche d'antichaîneJournées du programme de recherches coordonnées: discrimination Symbolique-Numérique. Saint-Malo, France, Oct 1993, Saint-Malo, France
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