Philippe Lenca

Ion Railean, Philippe Lenca, Sorin Moga, Monica Borda: Closeness Preference - A new interestingness measure for sequential rules mining. Knowl.-Based Syst. 44: 48-56 (2013)

Yannick Le Bras, Philippe Lenca, Stéphane Lallich: Optimonotone Measures for Optimal Rule Discovery. Computational Intelligence 28(4): 475-504 (2012)

Komate Amphawan, Philippe Lenca, Athasit Surarerks: Mining top-k regular-frequent itemsets using database partitioning and support estimation. Expert Syst. Appl. 39(2): 1924-1936 (2012)

Komate Amphawan, Philippe Lenca, Athasit Surarerks: Erratum to "Mining top-k regular-frequent itemsets using database partitioning and support estimation" [Expert Systems with Applications 39 (2) (2011) 1924-1936]. Expert Syst. Appl. 39(6): 6275 (2012)

Emilien Gauthier, Laurent Brisson, Philippe Lenca, Francoise Clavel-Chapelon, Stephane Ragusa: Challenges to building a platform for a breast cancer risk score. RCIS 2012: 1-10

Jean-Gabriel Ganascia, Philippe Lenca, Jean-Marc Petit (Eds.): Discovery Science - 15th International Conference, DS 2012, Lyon, France, October 29-31, 2012. Proceedings. Lecture Notes in Computer Science 7569, Springer 2012, isbn 978-3-642-33491-7

Yannick Le Bras, Philippe Lenca, Stéphane Lallich: Mining Classification Rules without Support: an Anti-monotone Property of Jaccard Measure. Discovery Science 2011: 179-193

Abdoulaye Sarr, Philippe Lenca, Annabelle Boutet, Jocelyne Tremenbert: Etre ou ne pas être usager d'internet telle est la question ?. EGC 2011: 291-292

Antoine Paglia, Martial Phélippé-Guinvarc'h, Philippe Lenca: Adaptation de l'algorithme CART pour la tarification des risques en assurance non-vie. EGC 2011: 611-622

Sterenn Liberge, Sileye O. Ba, Philippe Lenca, Ronan Fablet: Prévision de trajectoires de cyclones à l'aide de forêts aléatoires avec arbres de régression. EGC 2011: 623-634

Komate Amphawan, Philippe Lenca, Athasit Surarerks: Efficient Mining Top-k Regular-Frequent Itemset Using Compressed Tidsets. PAKDD Workshops 2011: 124-135

Yannick Le Bras, Patrick Meyer, Philippe Lenca, Stéphane Lallich: A Robustness Measure of Association Rules. ECML/PKDD (2) 2010: 227-242

Ion Railean, Cristina Stolojescu, Sorin Moga, Philippe Lenca: WIMAX Traffic Forecasting based on Neural Networks in Wavelet Domain. RCIS 2010: 443-452

Komate Amphawan, Athasit Surarerks, Philippe Lenca: Mining Periodic-Frequent Itemsets with Approximate Periodicity Using Interval Transaction-Ids List Tree. WKDD 2010: 245-248

Yannick Le Bras, Philippe Lenca, Stéphane Lallich: Mining Interesting Rules Without Support Requirement: A General Universal Existential Upward Closure Property. Data Mining 2010: 75-98

Robert Stahlbock, Sven F. Crone, Mahmoud Abou-Nasr, Hamid R. Arabnia, Nikolaos Kourentzes, Philippe Lenca, Wolfram-Manfred Lippe, Gary M. Weiss (Eds.): Proceedings of The 2010 International Conference on Data Mining, DMIN 2010, July 12-15, 2010, Las Vegas, Nevada, USA. CSREA Press 2010, isbn 1-60132-138-4

Thanaruk Theeramunkong, Cholwich Nattee, Paulo J. L. Adeodato, Nitesh V. Chawla, Peter Christen, Philippe Lenca, Josiah Poon, Graham J. Williams (Eds.): New Frontiers in Applied Data Mining, PAKDD 2009 International Workshops, Bangkok, Thailand, April 27-30, 2009. Revised Selected Papers. Lecture Notes in Computer Science 5669, Springer 2010, isbn 978-3-642-14639-8

Thanh-Nghi Do, Philippe Lenca, Stéphane Lallich, Nguyen-Khang Pham: Classifying Very-High-Dimensional Data with Random Forests of Oblique Decision Trees. EGC (best of volume) 2009: 39-55

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: 79-90

Komate Amphawan, Philippe Lenca, Athasit Surarerks: Mining Top-K Periodic-Frequent Pattern from Transactional Databases without Support Threshold. IAIT 2009: 18-29

Yannick Le Bras, Philippe Lenca, Sorin Moga, Stéphane Lallich: All-Monotony: A Generalization of the All-Confidence Antimonotony. ICMLA 2009: 759-764

Yannick Le Bras, Philippe Lenca, Stéphane Lallich: On Optimal Rule Mining: A Framework and a Necessary and Sufficient Condition of Antimonotonicity. PAKDD 2009: 705-712

Philippe Lenca, Patrick Meyer, Benoît Vaillant, Stéphane Lallich: On selecting interestingness measures for association rules: User oriented description and multiple criteria decision aid. European Journal of Operational Research 184(2): 610-626 (2008)

Frédéric Cadier, Gilles Coppin, Philippe Lenca: Decision makers support system. Adapting the assistance to the decision maker's behaviour. Ingénierie des Systèmes d'Information 13(2): 53-73 (2008)

Nguyen-Khang Pham, Thanh-Nghi Do, Philippe Lenca, Stéphane Lallich: Using Local Node Information in Decision Trees: Coupling a Local Labeling Rule with an Off-centered Entropy. DMIN 2008: 117-123

Philippe Lenca, Stéphane Lallich, Thanh-Nghi Do, Nguyen-Khang Pham: A Comparison of Different Off-Centered Entropies to Deal with Class Imbalance for Decision Trees. PAKDD 2008: 634-643

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 2008: 421-447

Jérôme Azé, Philippe Lenca, Stéphane Lallich, Benoît Vaillant: A Study of the Robustness of Association Rules. DMIN 2007: 163-169

Gilles Coppin, Frédéric Cadier, Philippe Lenca: Some considerations of cognitive modeling for collective decision support. HICSS 2007: 10

Philippe Lenca, Benoît Vaillant, Patrick Meyer, Stéphane Lallich: Association Rule Interestingness Measures: Experimental and Theoretical Studies. Quality Measures in Data Mining 2007: 51-76

Benoît Vaillant, Stéphane Lallich, Philippe Lenca: Modeling of the counter-examples and association rules interestingness measures behavior. DMIN 2006: 132-137

Jean-Pierre Barthélemy, Angélique Legrain, Philippe Lenca, Benoît Vaillant: Aggregation of Valued Relations Applied to Association Rule Interestingness Measures. MDAI 2006: 203-214

Jean-Robert Kala Kamdjoug, Philippe Lenca, Jean-Pierre Barthélemy: Acquisition et exploitation de connaissances dans un contexte multi-experts pour un système d'aide à la décision. EGC 2005: 115-126

Jean-Pierre Brans, Gilles Coppin, Philippe Lenca, Tawfik Jelassi, Marc Roubens, Pascale Zaraté: 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 153(2): 267-270 (2004)

Benoît Vaillant, Philippe Lenca, Stéphane Lallich: A Clustering of Interestingness Measures. Discovery Science 2004: 290-297

Benoît Vaillant, Philippe Lenca, Stéphane Lallich: Etude expérimentale de mesures de qualité de règles d'associations. EGC 2004: 341-352

Philippe Lenca, Patrick Meyer, Philippe Picouet, Benoît Vaillant: Aide multicritère à la décision pour évaluer les indices de qualité des connaissances. EGC 2003: 271-282

Benoît Vaillant, Philippe Picouet, Philippe Lenca: Une plateforme extensible pour l'évaluation de mesures de qualité de règles. EGC 2003: 546

Philippe Lenca: Human centered processes. European Journal of Operational Research 136(2): 231-232 (2002)

Elisabeth Le Saux, Philippe Lenca, Philippe Picouet: Dynamic adaptation of rules bases under cognitive constraints. European Journal of Operational Research 136(2): 299-309 (2002)

Elisabeth Le Saux, Philippe Lenca, Philippe Picouet, Jean-Pierre Barthélemy: An Anthropocentric Tool for Decision Making Support. IJCAI 1999: 338-343