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121

Philippe Lenca, Professeur, Responsable du département Logique des Usages, Sciences Sociales et de l'Information


Article dans une revue30 documents

  • Sofian Berrouiguet, Valérie Le Moal, Elise Guillodo, Alis Le Floch, Philippe Lenca, et al.. Prévention du suicide et santé connectée - Vers la personnalisation des soins ?. Med Sci, 2018, 34 (8-9), pp.730 - 734. 〈10.1051/medsci/20183408021〉. 〈hal-01880867〉
  • Sofian Berrouiguet, Mark Larsen, Catherine Mesmeur, Michel Gravey, Romain Billot, et al.. Toward mHealth Brief Contact Interventions in Suicide Prevention: Case Series From the Suicide Intervention Assisted by Messages (SIAM) Randomized Controlled Trial. JMIR Mhealth Uhealth, 2018, 6 (1), pp.e8 - 〈10.2196/mhealth.7780〉. 〈hal-01686061〉
  • Sofian Berrouiguet, Romain Billot, Philippe Lenca. Prévenir le suicide avec le numérique. Télécom‎ : revue de l'association TELECOM Paristech ALUMNI, Association Télécom ParisTech alumni, 2018, pp.31 - 33. 〈hal-01875108〉
  • Sofian Berrouiguet, Maria Luisa Barrigón, Sara A. Brandt, George C Nitzburg, Santiago Ovejero-García, et al.. Ecological Assessment of Clinicians' Antipsychotic Prescription Habits in Psychiatric Inpatients: A Novel Web- and Mobile Phone-Based Prototype for a Dynamic Clinical Decision Support System. Journal of Medical Internet Research, Journal of Medical Internet Research, 2017, 19 (1), pp.e25 - 〈10.2196/jmir.5954〉. 〈hal-01513261〉
  • Guillaume Maze, Herlé Mercier, Ronan Fablet, Pierre Tandeo, Manuel Lopez Radcenco, et al.. Coherent heat patterns revealed by unsupervised classification of Argo temperature profiles in the North Atlantic Ocean. Progress in Oceanography, Elsevier, 2017, 151, pp.275 - 292. 〈10.1016/j.pocean.2016.12.008〉. 〈hal-01511358〉
  • Komate Amphawan, Philippe Lenca, Anuchit Jitpattanakul, Athasit Surarerks. Mining High Utility Itemsets with Regular Occurrence. Journal of ICT research and applications, 2016, 10 (2), pp.153 - 176. 〈10.5614/itbj.ict.res.appl.2016.10.2.5〉. 〈hal-01375925〉
  • Sofian Berrouiguet, Maria Luisa Barrigón, Sara A. Brandt, Santiago Ovejero-García, Raquel Álvarez-García, et al.. Development of a Web-Based Clinical Decision Support System for Drug Prescription: Non-Interventional Naturalistic Description of the Antipsychotic Prescription Patterns in 4345 Outpatients and Future Applications. PLoS ONE, Public Library of Science, 2016, pp.Art. 0163796 - 〈10.1371/journal.pone.0163796〉. 〈hal-01391499〉
  • Komate Amphawan, Philippe Lenca. Mining top-k frequent-regular closed patterns. Expert Systems with Applications, Elsevier, 2015, 42 (21), pp.7882 - 7894. 〈10.1016/j.eswa.2015.06.021〉. 〈hal-01171616〉
  • Jacques Simonin, Julie Soulas, Philippe Lenca. Activity Monitoring Process based on Model-Driven Engineering - Application to Ambient Assisted Living. Journal of intelligent systems, 2015, 24 (3), pp.371 - 382. 〈10.1515/jisys-2014-0143〉. 〈hal-01185080〉
  • Thanh Nghi Do, Philippe Lenca, Stéphane Lallich. Classifying Many-Class High Dimensional Fingerprint Datasets Using Random Forest of Oblique Decision Trees. Vietnam journal of computer science, 2015, 2 (1), pp.3-12. 〈10.1007/s40595-014-0024-7〉. 〈hal-01007572〉
  • Julie Soulas, Philippe Lenca, André ThÉpaut. Unsupervised discovery of activities of daily living characterized by their periodicity and variability. Engineering Applications of Artificial Intelligence, Elsevier, 2015, 45, pp.90 - 102. 〈10.1016/j.engappai.2015.06.006〉. 〈hal-01188640〉
  • Thanapat Kangkachit, Kitsana Waiyamai, Philippe Lenca. Enzyme Classification Using Reactive Motifs. International journal of functional informatics and personalised medicine, 2014, 4 (3/4), pp.243 - 258. 〈10.1504/IJFIPM.2014.068173〉. 〈hal-01185085〉
  • Cristina Laura Stolojescu, Alexandru Isar, Sorin Moga, Philippe Lenca. WiMAX traffic analysis and base stations classification in terms of LRD. Expert Systems, Wiley, 2013, 30 (4), pp.285 - 293. 〈hal-00869054〉
  • Ion Railean, Philippe Lenca, Sorin Moga, Monica Borda. Closeness Preference - A New Interestingness Measure for Sequential Rules Mining. Knowledge-Based Systems, Elsevier, 2013, 44, pp.48 - 56. 〈10.1016/j.knosys.2013.01.025〉. 〈hal-00806714〉
  • Yannick Le Bras, Philippe Lenca, Stéphane Lallich. Optimonotone measures for optimal rule discovery. Computational Intelligence, Wiley, 2012, 28 (4), pp.475 - 504. 〈10.1111/j.1467-8640.2012.00422.x〉. 〈hal-00797496〉
  • Komate Amphawan, Philippe Lenca, Athasit Surarerks. Mining top-k regular-frequent itemsets using database partitioning and support estimation. Expert Systems with Applications, Elsevier, 2012, 39 (2), pp.1924 - 1936. 〈hal-00703699〉
  • Yannick Le Bras, Patrick Meyer, Philippe Lenca, Stéphane Lallich. Mesure formelle de la robustesse des règles d'association. Revue des Nouvelles Technologies de l'Information, Hermann, 2012, E-22, pp.71 - 88. 〈hal-00609515〉
  • Philippe Lenca, Stéphane Lallich, Benoît Vaillant. Construction of an off-centered entropy for the supervised learning of imbalanced classes: some first results. Communications in Statistics - Theory and Methods, Taylor & Francis, 2010, 39 (3), pp.493 - 507. 〈hal-00445166〉
  • Thanh Nghi Do, Philippe Lenca, Stéphane Lallich. Enhancing network intrusion classification through the Kolmogorov-Smirnov splitting criterion. Journal of science and technology, 2010, 48 (4), pp.50 - 61. 〈hal-00523096〉
  • Frédéric Cadier, Gilles Coppin, Philippe Lenca. Decision makers support system. Adapting the assistance to the decision maker's behaviour. Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, Lavoisier, 2008, 13, pp.53 - 73. 〈10.3166/ISI.13.2.53-73〉. 〈hal-01879300〉
  • Frédéric Cadier, Gilles Coppin, Philippe Lenca. Cognitive approach to distributed decision support systems. Foundations of computing and decision sciences, 2008, 33 (4), pp.317 - 349. 〈hal-01879294〉
  • Jean Robert Kala Kamdjoug, Philippe Lenca, Jean-Pierre Barthélemy. Assessment of actions in a multi-actor and multicriteria framework: application to the refunding of microfinance institutions. Computational Economics, Springer Verlag, 2007, 29 (2), pp.213 - 227. 〈10.1007/s10614-006-9079-6〉. 〈hal-01879296〉
  • Stéphane Lallich, Benoît Vaillant, Philippe Lenca. A probabilistic framework towards the parameterization of association rule interestingness measures. Methodology and Computing in Applied Probability, Springer Verlag, 2007, 9, pp.447 - 463. 〈10.1007/s11009-007-9025-7〉. 〈hal-01879299〉
  • Jean-Pierre Brans, Gilles Coppin, Philippe Lenca, T. Jelassi, Marc Roubens, et al.. Editorial of the 12th mini Euro Conference: decision support systems; electronic and mobile commerce; multicriteria decision aid; human centered processes; ethical dilemmas in decision making. European Journal of Operational Research, Elsevier, 2004, 153 (2), pp.267 - 270. 〈hal-01879297〉
  • Philippe Lenca, Patrick Meyer, Philippe Picouet, Benoît Vaillant, Stéphane Lallich. Evaluation et analyse multi-critères des mesures de qualité des règles d'association. Revue des Nouvelles Technologies de l'Information, Hermann, 2004, pp.219 - 246. 〈hal-01853659〉
  • Philippe Lenca, Patrick Meyer, Philippe Picouet, Benoît Vaillant, Stéphane Lallich. Critères d'évaluation des mesures de qualité des règles d'association. Revue des Nouvelles Technologies de l'Information, Hermann, 2003, RNTI-1, pp.123-134. 〈hal-00632772〉
  • Elisabeth Le Saux, Philippe Lenca, Philippe Picouet. Dynamic adaptation of rules bases under cognitive constraints. European Journal of Operational Research, Elsevier, 2002, 136 (2), pp.299 - 309. 〈10.1016/S0377-2217(01)00117-5 〉. 〈hal-01880567〉
  • Philippe Lenca, Pierre Saunier. Recherche de l'information traitée par décideurs experts et des décideurs novices. In cognito : revue internationale francophone en sciences cognitives éditée par l'association In cognito, Grenoble : In cognito, 1998, pp.7 - 18. 〈hal-01879298〉
  • Emmanuel Pichon, Philippe Lenca, Fabrice Guillet, Jian Wei Wang. Un algorithme de partition d'un produit direct d'ordres totaux en un nombre minimum de chaînes. Mathématiques et Sciences Humaines, Centre de Mathématique Sociale et de statistique, EPHE, 1994, 125, pp.5-15. 〈hal-00461298〉
  • Emmanuel Pichon, Philippe Lenca, Fabrice Guillet, Jian-Wei Wang. Un algorithme de partition d'un produit direct d'ordres totaux en un nombre minimum de chaînes. Mathématique Informatique et Sciences Humaines, 1994, pp.5 - 15. 〈hal-01893299〉

Communication dans un congrès58 documents

  • Romain Billot, Sofian Berrouiguet, Mark Larsen, Michel Walter, Jorge López Castroman, et al.. Apport de la fouille de données pour la prévention du risque suicidaire. Conférence Internationale sur l'Extraction et la Gestion des Connaissances, Revue des Nouvelles Technologies de l'Information, Jan 2018, Paris, France. Actes Conférence Internationale sur l'Extraction et la Gestion des Connaissances, Revue des Nouvelles Technologies de l'Information, RNTI-E-34, pp.143 - 154, 2018. 〈hal-01694714〉
  • Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca. Estimating the similarity of community detection methods based on cluster size distribution. Complex Networks 2018, The 7th International Conference on Complex Networks and Their Applications, Dec 2018, Cambridge, United Kingdom. 〈hal-01911077〉
  • Philippe Lenca, Sofian Berrouiguet, Romain Billot. Méthodes de data mining et applications à l'analyse de bases de données de suicidants. Journées du Groupement d’Etudes et de Prévention du Suicide, Jan 2018, Montpellier, France. Actes Journées du Groupement d’Etudes et de Prévention du Suicide, 2018. 〈hal-01688452〉
  • Vinh Loc Dao, Cécile Bothorel, Philippe Lenca. Community detection methods can discover better structural clusters than ground-truth communities. 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Jul 2017, Sydney, Australia. 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2017, 〈10.1145/3110025.3110053〉. 〈hal-01577343〉
  • Vinh Loc Dao, Cécile Bothorel, Philippe Lenca. Community structures evaluation in complex networks: A descriptive approach. NetSci-X 2017 : International School and Conference on Network Science, Jan 2017, Tel Aviv, Israel. Springer Proceedings in Complexity pp.11-19, 2017, 3rd International Winter School and Conference on Network Science (NetSci-X 2017). 〈10.1007/978-3-319-55471-6_2〉. 〈hal-01513246〉
  • Raogo Kabore, Yvon Kermarrec, Philippe Lenca. Revue des systèmes de détection d'anomalies dans les réseaux SCADA et attaques internes. INFORSID 2017 : 35eme congrès de l'INFormatique des ORganisations et Systèmes d’Information et de Décision , May 2017, Toulouse, France. Actes INFORSID 2017 : 35eme congrès de l'INFormatique des ORganisations et Systèmes d’Information et de Décision pp.1 - 6, 2017. 〈hal-01573498〉
  • Thomas Delacroix, Philippe Lenca, Stéphane Lallich. Du local au global : un nouveau défi pour l'analyse statistique implicative. ASI 2017 : 9e Colloque International d'Analyse Statistique Implicative, Oct 2017, Belfort, France. Université Bourgogne Franche-Comté, Actes ASI 2017 : 9e Colloque International d'Analyse Statistique Implicative, pp.103 - 116, 2017. 〈hal-01616110〉
  • Thomas Delacroix, Philippe Lenca, Stéphane Lallich. Computing the Mutual Constrained Independence Model. ASMDA 2017 : 17th Conference of the Applied Stochastic Models and Data Analysis International Society, Jun 2017, London, Royaume-Uni. ISAST: International Society for the Advancement of Science and Technology; Christos H Skiadas, ASMDA 2017 : 17th Conference of the Applied Stochastic Models and Data Analysis International Society. 〈hal-01582632〉
  • Guillaume Maze, Herlé Mercier, Ronan Fablet, Philippe Lenca, Manuel Lopez Radcenco, et al.. Ocean Heat Content Structure Revealed by Un-Supervised Classification of Hydrographic Profiles. OSD 2016 : Ocean Sciences Meeting , Feb 2016, New Orleans, États-Unis. Actes OSD 2016 : Ocean Sciences Meeting 2016. 〈hal-01345101〉
  • Sofian Berrouiguet, Romain Billot, Philippe Lenca, Philippe Tanguy, Enrique Baca-Garcia, et al.. Toward E-Health Applications for Suicide Prevention. CHASE 2016 : IEEE First Conference on Connected Health: Applications, Systems and Engineering Technologies, Jun 2016, Washington, United States. IEEE Computer Society, Proceedings CHASE 2016 : IEEE First Conference on Connected Health: Applications, Systems and Engineering Technologies, pp.346 - 347, 2016, 〈10.1109/CHASE.2016.37〉. 〈hal-01355330〉
  • Philippe Lenca, Julie Soulas, Sofian Berrouiguet. From sensors and data to data mining for e-Health. KST 2016 : 8th International Conference on Knowledge and Smart Technology, Feb 2016, Chiangmai, Thailand. 2016. 〈hal-01277720〉
  • Elise Guillodo, Sofian Berrouiguet, Mathieu Simonnet, Ismael Conejero, Philippe Courtet, et al.. Suicide Sleep Monitoring (SSleeM): a feasibility and acceptability study of a wearable sleep tracking monitoring device in suicide attempters. ESSSB 2016 : 16th European Symposium on Suicide and Suicidal behaviour, Sep 2016, Oviedo, Espagne. ESSSB 2016 : 16th European Symposium on Suicide and Suicidal behaviour. 〈hal-01444287〉
  • Romain Picot Clemente, Cécile Bothorel, Philippe Lenca. Une brève introduction aux Données Massives - Challenges et perspectives. Actuariat : Nouveaux Enjeux et Nouveaux Risques - Université d'été 2015, Jul 2015, Brest, France. 2015. 〈hal-01174979〉
  • Komate Amphawan, Julie Soulas, Philippe Lenca. Mining top-k regular episodes from sensor streams. IAIT 2015 : 7th International Conference on Advances in Information Technology, Nov 2015, Bangkok, Thailand. Elsevier, Procedia Computer Science - 69, pp.76 - 85, 2015, 〈10.1016/j.procs.2015.10.008〉. 〈hal-01247461〉
  • Julie Soulas, Philippe Lenca. Periodic Episode Discovery over Event Streams. EPIA 2015 : 17th Portuguese Conference on Artificial Intelligence, Sep 2015, Coimbra, Portugal. Springer, 9273 - LNCS (Lecture Notes in Computer Science), pp.547 - 559, 2015. 〈hal-01198702〉
  • Philippe Lenca, Sorin Moga. Une brève introduction à l'Intelligence Artificielle. Conférences et ateliers de l'IUT de Lannion, Jan 2015, Lannion, France. 2015. 〈hal-01185082〉
  • Stéphane Lallich, Philippe Lenca. Indices de qualité en clustering. Journée thématique : clustering et co-clustering, Oct 2015, Issy Les Moulineaux, France. Société française de classification, 2015. 〈hal-01230854〉
  • Thomas Delacroix, Ahcène Boubekki, Philippe Lenca, Stéphane Lallich. Constrained Independence for Detecting Interesting Patterns. DSAA 2015 : IEEE International Conference on Data Science and Advanced Analytics, Oct 2015, Paris, France. IEEE, pp.1 - 10, 2015, 〈10.1109/DSAA.2015.7344897〉. 〈hal-01247650〉
  • Yannis Haralambous, Philippe Lenca. Text Classification Using Association Rules, Dependency Pruning and Hyperonymization. DMNLP 2014 : Workshop on Interactions between Data Mining and Natural Language Processing, Sep 2014, Nancy, France. CEUR Workshop Proceedings, pp.65 - 80, 2014. 〈hal-01058330〉
  • Romain Picot Clemente, Cécile Bothorel, Philippe Lenca. Contextual Recommender System on a Location-Based Social Network for shopping places recommendation using association rules mining. ACIIDS 2014 : the 6th Asian Conference on Intelligent Information and Database Systems, Apr 2014, Bangkok, Thailand. Springer, 551 - SCI (Studies in Computational Intelligence), pp.3 - 13, 2014. 〈hal-00981937〉
  • Thanh Nghi Do, Sorin Moga, Philippe Lenca. Random forest of oblique decision trees for ERP semi-automatic configuration. ACIIDS 2014 : the 6th Asian Conference on Intelligent Information and Database Systems, Apr 2014, Bangkok, Thailand. Springer, 551 - SCI (Studies in Computational Intelligence), pp.25 - 34, 2014. 〈hal-00981936〉
  • Yannis Haralambous, Yassir Elidrissi, Philippe Lenca. Arabic Language Text Classification Using Dependency Syntax-Based Feature Selection. CITALA 2014 : 5ème Conférence Internationale sur le Traitement Automatique de la Langue Arabe, Nov 2014, Oujda, Morocco. pp.31 - 40, 2014. 〈hal-01185094〉
  • Stéphane Lallich, Philippe Lenca. Evaluation de la qualité en clustering. Séminaire "Actualités et Défis en Clustering", Feb 2014, Lyon, France. 2014. 〈hal-01185095〉
  • Julie Soulas, Philippe Lenca, André ThÉpaut. Monitoring the habits of elderly people through data mining from home automation devices data. EPIA 2013 : proceedings of the 16th Portuguese Conference on Artificial Intelligence, Sep 2013, Azores, Portugal. Springer, 8154 - LNCS (Lecture Notes in Computer Science), pp.343 - 354, 2013. 〈hal-00877061〉
  • Komate Amphawan, Philippe Lenca. Mining top-k frequent/regular patterns based on user-given trade-off between frequency and regularity. IAIT 2013 : International Conference on Advances in Information Technology, Dec 2013, Bangkok, Thailand. Springer, 409 of Communications in Computer and Information Science Series, pp.1-12, 2013, 〈10.1007/978-3-319-03783-7〉. 〈hal-00920108〉
  • Marine Habart Corlosquet, Jacques Janssen, Philippe Lenca, Raimondo Manca. The Impact of a Pandemic Influenza on Mortality, Temporary Disability and Hospitalization Risks for Protection Insurance, and Hedging Strategies. ASMDA 2013 : 15th Applied Stochastic Models and Data Analysis international conference, Jun 2013, Barcelone, Spain. 8p -, 2013. 〈hal-00944629〉
  • Emilien Gauthier, Laurent Brisson, Philippe Lenca, Françoise Clavel-Chapelon, Stéphane Ragusa. Challenges to building a platform for a breast cancer risk score. RCIS 2012: 6th International Conference on Research Challenges in Information Science, May 2012, Valencia, Spain. IEEE, pp.1-10, 2012. 〈hal-00739690〉
  • Sterenn Marie Liberge, Sileye Ba, Philippe Lenca, Ronan Fablet. Prévision de trajectoires de cyclones à l'aide de forêts aléatoires avec arbres de régression. Conférence internationale francophone sur l'extraction et la gestion des connaissances, Jan 2011, Brest, France. Hermann, pp.623-634, 2011. 〈hal-00632779〉
  • Antoine Paglia, Martial Phélippé-Guinvarc'H, Philippe Lenca. Adaptation de l'algorithme CART pour la tarification des risques en assurance non-vie. Conférence internationale francophone sur l'extraction et la gestion des connaissances, Jan 2011, Brest, France. Hermann, pp.611 - 622, 2011. 〈hal-00631121〉
  • Cristina Laura Stolojescu, Sorin Moga, Philippe Lenca, Alexandru Isar. Long-range dependence in WiMAX downlink traffic. IEEE International Symposium on Signals, Circuits and Systems, Jun 2011, Iasi, Romania. pp.233 - 236, 2011. 〈hal-00609327〉
  • Emilien Gauthier, Laurent Brisson, Philippe Lenca, Stéphane Ragusa. Breast cancer risk score: a data mining approach to improve readability. The International Conference on Data Mining, Jul 2011, Las Vegas, United States. CSREA Press, pp.15 - 21, 2011. 〈hal-00609238〉
  • Gilles Coppin, Philippe Lenca. L'école brestoise de l'aide à la décision : jugement, aide à la décision et acquisition de règles. Journée en hommage à Jean-Pierre Barthélemy, Jun 2011, Paris, France. 2011. 〈hal-00609523〉
  • Philippe Lenca. When patterns overwhelms users, issues and solutions for selecting the good ones. CHIST-ERA Conference, Sep 2011, Cork, Irlande. 2011. 〈hal-00623239〉
  • Cristina Laura Stolojescu, Sorin Moga, Philippe Lenca, Alexandru Isar. WiMAX traffic analysis and Base stations classification in terms of LRD. Portuguese Conference on Artificial Intelligence, Oct 2011, Lisboa, Portugal. 2011. 〈hal-00725545〉
  • Abdoulaye Sarr, Philippe Lenca, Annabelle Boutet, Jocelyne Trémembert. 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. Hermann, pp.291 - 292, 2011. 〈hal-00725672〉
  • Philippe Lenca, Stéphane Lallich. Le choix d'une bonne mesure de qualité, condition du succès d'un processus de fouille de données. Atelier 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, 2011. 〈hal-00725673v2〉
  • Yannick Le Bras, Philippe Lenca, Stéphane Lallich. Mining classification rules without support: an anti-monotone property of jaccard measure. DS 2011: 14th international conference on Discovery Science, Nov 2011, Espoo, Finland. Springer, 6926, pp.179 - 193, 2011, 〈10.1007/978-3-642-24477-3〉. 〈hal-00632774〉
  • Yannick Le Bras, Philippe Lenca, Stéphane Lallich. Un cadre formel pour l'étude des mesures d'intérêt des règles d'association. Journée d'animation du GRD I3 sur la  fouille de données, Sep 2011, Lyon, France. 2011. 〈hal-00632775〉
  • Ion Railean, Cristina Laura Stolojescu, Sorin Moga, Philippe Lenca. WIMAX traffic forecasting based on neural networks in wavelet domain. The Fourth International Conference on Research Challenges in Information Science, May 2010, Nice, France. pp.447 - 455, 2010. 〈hal-00488721〉
  • Komate Amphawan, Philippe Lenca, Athasit Surarerks. Mining periodic-frequent itemsets with approximate periodicity using interval transaction-ids list tree. WKDD 2010 : The 3rd International Conference on Knowledge Discovery and Data Mining, Jan 2010, Phuket, Thailand. pp.245 - 248, 2010. 〈hal-01196538〉
  • Cristina Laura Stolojescu, Ion Railean, Sorin Moga, Philippe Lenca, Alexandru Isar. A wavelet based prediction method for time series. Stochastic Modeling Techniques and Data Analysis International Conference, Jun 2010, Chania, Greece. 2010. 〈hal-00498385〉
  • Yannick Le Bras, Patrick Meyer, Philippe Lenca, Stéphane Lallich. Mesure de la robustesse de règles d'association. QDC 2010 : atelier Qualité des Données et des Connaissances, en conjonction avec Extraction et gestion des connaissances, Jan 2010, Hammamet, Tunisie. pp.27 - 38, 2010. 〈hal-00444450〉
  • Yannick Le Bras, Patrick Meyer, Stéphane Lallich, Philippe Lenca. A robustness measure of association rules. The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2010, Barcelona, Spain. Springer, 6322, Lecture Notes in Computer Science, pp.227 - 242, 2010, 〈10.1007/978-3-642-15883-4〉. 〈hal-00515367〉
  • Marine Habart Corlosquet, Philippe Lenca, Alain Hillion. Modeling the spread of pandemic influenza for insurance industry. ASMDA 2009 : Applied Stochastic Models and Data Analysis, 30 June- 3 July, Vilnius, Lithuania, Jun 2009, Vilnius, Lithuania. Proceedings ASMDA 2009 : Applied Stochastic Models and Data Analysis, 30 June- 3 July, Vilnius, Lithuania, pp.531 - 535, 2009. 〈hal-01769567〉
  • Komate Amphawan, Philippe Lenca, Athasit Surarerks. Mining top-k periodic-frequent pattern from transactional databases without support threshold. The 3rd International Conference on Advances in Information Technology, Dec 2009, Bangkok, Thailand. Springer, 55 CCIS (Communications in Computer and Information Science), pp.18 - 29, 2009. 〈hal-00473910〉
  • Philippe Lenca, Thanh Nghi Do, Gilles Coppin. New solutions for high dimensional and unbalanced data sets. DigiWorld summit 31st IDATE International Conference: @health - advanced technologies for health, Nov 2009, Montpellier, France. 2009. 〈hal-00444396〉
  • Thanh Nghi Do, Stéphane Lallich, Nguyen-Khang Pham, Philippe Lenca. Un nouvel algorithme de forêts aléatoires d'arbres obliques particulièrement adapté à la classification de données en grandes dimensions. EGC 2009 : Extraction et Gestion des Connaissances, 27-30 janvier, Strasbourg, France, Jan 2009, Strasbourg, France. Cépaduès-Editions, pp.79 - 90, 2009. 〈hal-01201961〉
  • Yannick Le Bras, Philippe Lenca, Sorin Moga, Stéphane Lallich. All-monotony: a generalization of the all-confidence antimonotony. 8th International Conference on Machine Learning and Applications, Dec 2009, Miami, United States. IEEE Press, pp.759 - 764, 2009. 〈hal-00445030〉
  • Yannick Le Bras, Philippe Lenca, Stéphane Lallich. On optimal rules mining: a framework and a necessary and sufficient condition for optimality. PAKDD 2009 : Pacific-Asia Conference on Knowledge Discovery and Data Mining, Apr 2009, Bangkok, Thailand. Springer-Verlag, Proceedings PAKDD 2009 : Pacific-Asia Conference on Knowledge Discovery and Data Mining, pp.705 - 712, 2009, 〈10.1007/978-3-642-01307-2_71〉. 〈hal-01881309〉
  • Thanh-Nghi Do, Philippe Lenca, Thanh-Binh Nguyen, François Poulet. Visualisation de réseaux d'experts. 7e 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, 2009. 〈hal-00767766〉
  • Frédéric Cadier, Gilles Coppin, Philippe Lenca. Some results on a cognitive approach in collective decision making modeling. EWG-MCDA 2007 : 65th Meeting of the European Working Group Multiple Criteria Decision Aiding, Apr 2007, Poznañ, Poland. EWG-MCDA 2007 : 65th Meeting of the European Working Group Multiple Criteria Decision Aiding. 〈hal-01881277〉
  • Gurvan Uguen, Gilles Coppin, Claire Lassudrie, Philippe Lenca. A social approach of the individual decision making process by the search for a dominance structure: risk management by a business process manager. MASHS 2007 : computational methods for modelling and learning in social and human sciences, May 2007, Brest, France. 2007. 〈hal-00515374〉
  • Jean-Pierre Barthélemy, Angélique Legrain, Philippe Lenca, Benoît Vaillant. Aggregation of valued relations applied to association rule interestingness. MDAI 2006: Modeling decisions for artificial intelligence.V. Torra, Y. Narukawa, A. Valls. Springer Verlag : 2006 (Lecture notes in computer science), Apr 2006, Tarragona, Espagne. Springer-Verlag Berlin Heidelberg, Actes MDAI 2006: Modeling decisions for artificial intelligence.V. Torra, Y. Narukawa, A. Valls. Springer Verlag : 2006 (Lecture notes in computer science), 3885, pp.203 - 214, 2006, 〈10.1007/11681960_21〉. 〈hal-01887881〉
  • Frédéric Cadier, Gilles Coppin, Philippe Lenca, Gabriel Marchalot. Approche cognitive des systèmes d'aide à la décision distribuée. MOSIM'06 : 6ème conférence francophone de modélisation et simulation, Apr 2006, Rabat, Maroc. Actes MOSIM'06 : 6ème conférence francophone de modélisation et simulation, 2006. 〈hal-01893282〉
  • Benoît Vaillant, Stéphane Lallich, Philippe Lenca. Modeling of the counter-examples and association rules interestingness measures behavior. DMIN'06 : International conference on data mining, Jun 2006, Las Vegas, Nevada, United States. Proceedings DMIN'06 : International conference on data mining, pp.132 - 137, 2006. 〈hal-01881282〉
  • Fabrice Guillet, Philippe Lenca. Quality in Data Mining. 11th International Symposium on Applied Stochastic Models and Data Analysis (ASMDA'2005), 2005, Brest, France. pp.ISBN 2-908849-15-1, 2005. 〈hal-00462303〉
  • Komate Amphawan, Philippe Lenca, Athasit Surarerks. Efficient mining Top-k regular-frequent itemset using compressed tidsets. PAKDD'11: Workshop on Behavior Informatics, May 2001, Shenzhen, China. pp.159 - 170, 2011. 〈hal-00609549〉
  • Philippe Lenca. Application of expertise acquisition in savings plans. Gronics'95, Feb 1995, Gronigen, Netherlands. Proceedings of Gronics'95, pp.85-92. 〈hal-01893331〉

Direction d'ouvrage, Proceedings, Dossier14 documents

  • Philippe Lenca, Stéphane Lallich. Guest editor's introduction: special issue on quality issues, measures of interestingness and evaluation of data mining models - Journal of Intelligent Information Systems. 45(3), Springer, pp.3, 2015. 〈hal-01243257〉
  • Philippe Lenca, Jean-Marc Petit. Guest editor's introduction: special issue on discovery science 2012 - Journal of Intelligent Information Systems. France. 44(2), Springer, pp.100, 2015. 〈hal-01185083〉
  • Jean-Gabriel Ganascia, Philippe Lenca, Jean-Marc Petit. DS 2012 : Discovery Science. France. 7569, Springer-Verlag, pp.329, 2012, Lecture Notes in Computer Science/Lecture Notes in Artificial Intelligence, 978-3-642-33491-7. 〈10.1007/978-3-642-33492-4〉. 〈hal-00797508〉
  • Robert Stahlbock, Sven F. Crone, Mahmoud Abou-Nasr, Hamid R. Arabnia, Nikolaos Kourentzes, et al.. Proceedings of the 2010 International Conference on Data Mining. CSREA Press, 2010, 1-60132-138-4. 〈hal-00565946〉
  • Thanaruk Theeramunkong, Cholwich Nattee, Paulo J. L. Adeodato, Nitesh Chawla, Peter Christen, et al.. New frontiers in applied data mining. 5669, Springer-Verlag, pp.169, 2010, Lecture Notes in Computer Science/Lecture Notes in Artificial Intelligence, 978-3-642-14639-8. 〈hal-00515372〉
  • Philippe Lenca, Patrick Brézillon, Gilles Coppin. Human centered processes - current trends. France. 23 (4), Hermès, pp.138, 2009, Revue des sciences et technologies de l'information, série Revue d'Intelligence Artificielle. 〈hal-00459764〉
  • Philippe Lenca, Stéphane Lallich. First Workshop Quality Issues, Measures of Interestingness and Evaluation of data mining models (PAKDD-QIMIE'09), Bangkok, Thailand. 2009. 〈hal-00608489〉
  • Philippe Lenca, Stéphane Lallich. Quality issues, measures of interestingness and evaluation of data mining models. Springer, 2009. 〈hal-00459789〉
  • Patrick Brézillon, Gilles Coppin, Philippe Lenca. Human centered processes. France. 1, Télécom Bretagne, 2008, 978-2-908849-22-6. 〈hal-00473898〉
  • Philippe Lenca, Stéphane Lallich, Fabrice Guillet. Actes du Quatrième atelier Qualité des Données et des Connaissances (QDC 2008). Université de Sophia Antipolis, pp.101, 2008. 〈hal-00462378〉
  • Philippe Lenca, Stéphane Lallich, Fabrice Guillet. Actes du Troisième atelier QUalité des Données et des Connaissances (QDC 2007). Université de Namur (Fundp), Belgique, pp.75, 2007. 〈hal-00462377〉
  • Jean-Pierre Barthélemy, Philippe Lenca. Advances in multicriteria decision aid. ENST Bretagne, pp.232, 2005. 〈hal-00423950〉
  • Jacques Janssen, Philippe Lenca. XIth International Symposium on Applied Stochastic Models and Data Analysis. Télécom Bretagne, 2005. 〈hal-00424324〉
  • Philippe Lenca. Human centered processes. pp.515, 1999. 〈hal-01769544〉

Chapitre d'ouvrage12 documents

  • Romain Billot, Cécile Bothorel, Philippe Lenca. Introduction to Big Data and Its Applications in Insurance. Big Data for Insurance Companies, Big Data, Artificial Intelligence and Data Analysis, 1, ISTE Editions, Wiley, pp.1 - 25, 2018, Innovation, Entrepreneurship and Management, 9781786300737. 〈hal-01686059〉
  • Romain Billot, Cécile Bothorel, Philippe Lenca. Introduction au big data et application à l'assurance. Le big data pour les compagnies d'assurance, 1, ISTE Editions, pp.17 - 39, 2017, Innovation, entrepreneuriat et gestion, Série Big Data, IA et analyse de données, 978-1-78405-298-0. 〈hal-01596095〉
  • Emilien Gauthier, Laurent Brisson, Philippe Lenca, Stéphane Ragusa. A Nearest Neighbor Approach to Build a Readable Risk Score for Breast Cancer. Mahmoud Abou-Nasr, Stefan Lessmann, Robert Stahlbock, Gary M. Weiss. Real World Data Mining Applications, 17, Springer, pp.249 - 269, 2015, Annals of Information Systems, 978-3-319-07811-3. 〈10.1007/978-3-319-07812-0_13〉. 〈hal-01185081〉
  • Marine Habart Corlosquet, Jacques Janssen, Philippe Lenca, Raimondo Manca. The Impact of a Pandemic Influenza on Mortality, Temporary Disability and Hospitalization Risks for the Protection Insurance and Hedging Strategies. New Perspectives in Stochastic Modeling and Data Analysis, ISAST, 2014, 6188069874. 〈hal-01185087〉
  • Komate Amphawan, Philippe Lenca, Athasit Surarerks. Efficient mining top-k regular-frequent itemset using compressed tidsets. New Frontiers in Applied Data Mining - PAKDD 2011 International Workshops, Shenzhen, China, May 24-27, 2011, Revised Selected Papers, 7104, Springer-Verlag Berlin Heidelberg, pp.124 - 135, 2012, Lecture Notes in Computer Science. 〈hal-00724797〉
  • Yannick Le Bras, Philippe Lenca, Stéphane Lallich. Formal framework for the study of algorithmic properties of objective interestingness measures. Data Mining: Foundations and Intelligent Paradigms, 24, Springer-Verlag, pp.77 - 98, 2012, Intelligent Systems Reference Library, Data Mining: Foundations and Intelligent Paradigms. 〈hal-00724795〉
  • Thanh Nghi Do, Philippe Lenca, Stéphane Lallich, Nguyen-Khang Pham. Classifying very-high-dimensional data with random forests of oblique decision trees. Advances in knowledge discovery and management, Springer, pp.39 - 55, 2010, vol. 292 - Studies in computational intelligence, 978-3-642-00579-4. 〈hal-00523124〉
  • Yannick Le Bras, Philippe Lenca, Stéphane Lallich. Mining interesting rules without support requirement: a general universal existential upward closure property. Data mining, 8 (Part 2), pp.75-98, 2010, Annals of information systems, 〈10.1007/978-1-4419-1280-0〉. 〈hal-00445029〉
  • Benoît Vaillant, Stéphane Lallich, Philippe Lenca. On the behavior of the generalizations of the intensity of implication : a data-driven comparative study. Statistical implicative analysis : theory and applications, 127, Springer, pp.421 - 447, 2008, Studies in computational intelligence, 978-3-540-78982-6. 〈10.1007/978-3-540-78983-3〉. 〈hal-01879301〉
  • Philippe Lenca, Benoît Vaillant, Patrick Meyer, Stéphane Lallich. Association rule interestingness measures : experimental and theoretical studies. Quality measures in data mining. F. Guillet, H.J. Hamilton, 43, Springer, pp.51 - 76, 2007, Studies in computational intelligence, 978-3-540-44911-9. 〈10.1007/978-3-540-44918-8〉. 〈hal-01373475〉
  • Philippe Picouet, Philippe Lenca. Extraction de connaissances à partir des données. Bases de données et Internet (ed. Doucet A. et Jomier G.), Hermès, pp.395 - 420, 2001. 〈hal-01879295〉
  • Philippe Lenca. Applications of artificial intelligence and cognitive science techniques in banking. Artificial Intelligence in Economics and Managment. An Edited Proceedings on the Fourth International Workshop (Ed: Phillip Eindor), Springer, pp.77 - 90, 1996, 978-0792397618. 〈10.1007/978-1-4613-1427-1_6〉. 〈hal-01896280〉

Poster2 documents

  • Raogo Kabore, Yvon Kermarrec, Philippe Lenca. Performance Comparison For Multi Class Classification Intrusion Detection In SCADA Systems Using Apache Spark. 8th Global Techmining Conference, Sep 2018, Leiden, Netherlands. 〈hal-01876894〉
  • Julie Soulas, Philippe Lenca, Komate Amphawan. Habit monitoring over sensor streams. STATLEARN 2016 : Challenging problems in statistical learning, Apr 2016, Vannes, France. 〈hal-01417261〉

Pré-publication, Document de travail1 document

  • Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca. An empirical characterization of community structures in complex networks using a bivariate map of quality metrics. 18 pages, 12 figures, 41 reference items. 2018. 〈hal-01809064〉

Rapport4 documents

  • Guillaume Maze, Herlé Mercier, Ronan Fablet, Philippe Lenca, Jean-François PiollÉ. Fouille de grandes bases de données océaniques : nouveaux défis et solutions. : Compte-rendu factuel de l'école d'été OBIDAM14 organisée par l'Ifremer, le CNRS et Telecom Bretagne, 8-9 septembre 2014, Brest. [Rapport de recherche] Dépt. Logique des Usages, Sciences Sociales et de l'Information (Institut Mines-Télécom-Télécom Bretagne-UEB); Laboratoire de Physique des Océans (UMR CNRS 6523 - IFREMER - Université de Bretagne Occidentale); Dépt. Signal et Communications (Institut Mines-Télécom-Télécom Bretagne-UEB); Centre de données d'Archivage et de Traitement du Laboratoire d'Océanographie Spatiale (IFREMER); Laboratoire en sciences et technologies de l'information, de la communication et de la connaissance (UMR CNRS 6285 - Télécom Bretagne - Université de Bretagne Occidentale - Université de Bretagne Sud). 2014, pp.12. 〈hal-01185121〉
  • Guillaume Maze, Herlé Mercier, Ronan Fablet, Philippe Lenca, Jean-François PiollÉ. Brève introduction à la fouille de grandes bases de données océaniques. [Rapport de recherche] Dépt. Logique des Usages, Sciences Sociales et de l'Information (Institut Mines-Télécom-Télécom Bretagne-UEB); Dépt. Signal et Communications (Institut Mines-Télécom-Télécom Bretagne-UEB); Laboratoire de Physique des Océans (UMR CNRS 6523 - IFREMER - Université de Bretagne Occidentale); Centre de données d'Archivage et de Traitement du Laboratoire d'Océanographie Spatiale (IFREMER); Laboratoire en sciences et technologies de l'information, de la communication et de la connaissance (UMR CNRS 6285 - Télécom Bretagne - Université de Bretagne Occidentale - Université de Bretagne Sud). 2014, pp.14. 〈hal-01185117〉
  • Philippe Lenca, Patrick Meyer, Benoît Vaillant, Stéphane Lallich. A multicriteria decision aid for interestingness measure selection. [Research Report] Dépt. Logique des Usages, Sciences Sociales et de l'Information (Institut Mines-Télécom-Télécom Bretagne-UBL); Faculté des Sciences, de la Technologie et de la Communication (Université du Luxembourg); Equipe de recherche en ingénierie des connaissances (Université de Lyon 2). 2004, pp.30. 〈hal-01853661〉
  • Benoît Vaillant, Philippe Lenca, Stéphane Lallich. Association rule interestingness measures : an experimental study. [Research Report] Dépt. Logique des Usages, Sciences Sociales et de l'Information (Institut Mines-Télécom-Télécom Bretagne-UBL); Equipe de recherche en ingénierie des connaissances (Université de Lyon 2). 2004, pp.18. 〈hal-01879293〉