Philippe Lenca

77 papers A* 1B 12C 1Misc 2Journal 25Unranked 29
YearRankTypeTitle / Venue / Authors
2023 J jnl
Beyond the Semantic Web: Towards an Implicit Pragmatic Web and a Web of Social Representations.
Future Internet
Yannis Haralambous, Philippe Lenca
2022 — conf
Automata-based Explainable Representation for a Complex System of Multivariate Times Series.
KDIR
Ikram Chraibi Kaadoud, Lina Fahed, Tian Tian, Yannis Haralambous, Philippe Lenca
2022 J jnl
What to expect from a set of itemsets?
Inf. Sci.
Thomas Delacroix, Philippe Lenca, Stéphane Lallich
2021 J jnl
An empirical characterization of community structures in complex networks using a bivariate map of quality metrics.
Soc. Netw. Anal. Min.
Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca
2021 — conf
Explainable AI: a narrative review at the crossroad of Knowledge Discovery, Knowledge Representation and Representation Learning.
MRC@IJCAI
Ikram Chraibi Kaadoud, Lina Fahed, Philippe Lenca
2021 B conf
Temporalizing static graph autoencoders to handle temporal networks.
ASONAM
Mounir Haddad, Cécile Bothorel, Philippe Lenca, Dominique Bedart
2020 J jnl
Community structure: A comparative evaluation of community detection methods.
Netw. Sci.
Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca
2020 — conf
Using Dependency Syntax-Based Methods for Automatic Detection of Psychiatric Comorbidities.
RaPID@LREC
Yannis Haralambous, Christophe Lemey, Philippe Lenca, Romain Billot, Deok-Hee Kim-Dufor
2019 — conf
Prédiction d'événements distants basée sur des règles séquentielles.
EGC
Lina Fahed, Philippe Lenca, Yannis Haralambous, Riwal Lefort, Marie-Laure Tallec
2019 — conf
TemporalNode2vec: Temporal Node Embedding in Temporal Networks.
COMPLEX NETWORKS (1)
Mounir Haddad, Cécile Bothorel, Philippe Lenca, Dominique Bedart
2019 — conf
Towards a DRS Parsing Framework for French.
SNAMS
Luyên Ngoc Lê, Yannis Haralambous, Philippe Lenca
2018 J jnl
An empirical characterization of community structures in complex networks using a bivariate map of quality metrics.
CoRR
Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca
2018 — conf
Apport de la fouille de données pour la prévention du risque suicidaire.
EGC
Romain Billot, Sofian Berrouiguet, Mark E. Larsen, Michel Walter, Jorge Lopez-Castroman, Enrique Baca-García, Philippe Courtet, Philippe Lenca
2018 J jnl
Community structure: A comparative evaluation of community detection methods.
CoRR
Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca
2018 — conf
Estimating the Similarity of Community Detection Methods Based on Cluster Size Distribution.
COMPLEX NETWORKS (1)
Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca
2017 B conf
Community detection methods can discover better structural clusters than ground-truth communities.
ASONAM
Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca
2016 — conf
From sensors and data to data mining for e-Health.
KST
Philippe Lenca, Julie Soulas, Sofian Berrouiguet
2016 B conf
Toward E-Health Applications for Suicide Prevention.
CHASE
Sofian Berrouiguet, Romain Billot, Philippe Lenca, Philippe Tanguy, Enrique Baca-García, Mathieu Simonnet, Bernard Gourvennec
2015 J jnl
Activity Monitoring Process based on Model-Driven Engineering - Application to Ambient Assisted Living.
J. Intell. Syst.
Jacques Simonin, Julie Soulas, Philippe Lenca
2015 J jnl
Classifying many-class high-dimensional fingerprint datasets using random forest of oblique decision trees.
Vietnam. J. Comput. Sci.
Thanh-Nghi Do, Philippe Lenca, Stéphane Lallich
2015 B conf
Constrained independence for detecting interesting patterns.
DSAA
Thomas Delacroix, Ahcene Boubekki, Philippe Lenca, Stéphane Lallich
2015 J jnl
Guest editor's introduction: special issue on discovery science 2012.
J. Intell. Inf. Syst.
Philippe Lenca, Jean-Marc Petit
2015 J jnl
Guest editor's introduction: special issue on quality issues, measures of interestingness and evaluation of data mining models.
J. Intell. Inf. Syst.
Philippe Lenca, Stéphane Lallich
2015 J jnl
Mining top-k frequent-regular closed patterns.
Expert Syst. Appl.
Komate Amphawan, Philippe Lenca
2015 Misc conf
Periodic Episode Discovery Over Event Streams.
EPIA
Julie Soulas, Philippe Lenca
2015 J jnl
Unsupervised discovery of activities of daily living characterized by their periodicity and variability.
Eng. Appl. Artif. Intell.
Julie Soulas, Philippe Lenca, André Thépaut
2014 J jnl
Arabic Language Text Classification Using Dependency Syntax-Based Feature Selection.
CoRR
Yannis Haralambous, Yassir Elidrissi, Philippe Lenca
2014 J jnl
Enzyme classification using reactive motifs.
Int. J. Funct. Informatics Pers. Medicine
Thanapat Kangkachit, Kitsana Waiyamai, Philippe Lenca
2014 — conf
Text Classification Using Association Rules, Dependency Pruning and Hyperonymization.
DMNLP@PKDD/ECML
Yannis Haralambous, Philippe Lenca
2014 J jnl
Text Classification Using Association Rules, Dependency Pruning and Hyperonymization.
CoRR
Yannis Haralambous, Philippe Lenca
2013 J jnl
Closeness Preference - A new interestingness measure for sequential rules mining.
Knowl. Based Syst.
Ion Railean, Philippe Lenca, Sorin Moga, Monica Borda
2013 — conf
Mining Top-k Frequent/Regular Patterns Based on User-Given Trade-Off between Frequency and Regularity.
IAIT
Komate Amphawan, Philippe Lenca
2013 Misc conf
Monitoring the Habits of Elderly People through Data Mining from Home Automation Devices Data.
EPIA
Julie Soulas, Philippe Lenca, André Thépaut
2013 J jnl
WiMAX traffic analysis and base stations classification in terms of LRD.
Expert Syst. J. Knowl. Eng.
Cristina Stolojescu-Crisan, Alexandru Isar, Sorin Moga, Philippe Lenca
2012 B conf
Challenges to building a platform for a breast cancer risk score.
RCIS
Emilien Gauthier, Laurent Brisson, Philippe Lenca, Francoise Clavel-Chapelon, Stephane Ragusa
2012 B ed.
Discovery Science - 15th International Conference, DS 2012, Lyon, France, October 29-31, 2012. Proceedings
Discovery Science
Jean-Gabriel Ganascia, Philippe Lenca, Jean-Marc Petit
2012 J jnl
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.
Komate Amphawan, Philippe Lenca, Athasit Surarerks
2012 — ch.
Mesure formelle de la robustesse des règles d'association.
Mesurer et évaluer la Qualité des Données et des Connaissances
Yannick Le Bras, Patrick Meyer, Philippe Lenca, Stéphane Lallich
2012 J jnl
Mining top-k regular-frequent itemsets using database partitioning and support estimation.
Expert Syst. Appl.
Komate Amphawan, Philippe Lenca, Athasit Surarerks
2012 J jnl
Optimonotone Measures for Optimal Rule Discovery.
Comput. Intell.
Yannick Le Bras, Philippe Lenca, Stéphane Lallich
2011 — conf
Adaptation de l'algorithme CART pour la tarification des risques en assurance non-vie.
EGC
Antoine Paglia, Martial Phélippé-Guinvarc'h, Philippe Lenca
2011 — conf
Efficient Mining Top-k Regular-Frequent Itemset Using Compressed Tidsets.
PAKDD Workshops
Komate Amphawan, Philippe Lenca, Athasit Surarerks
2011 — conf
Etre ou ne pas être usager d'internet telle est la question ?.
EGC
Abdoulaye Sarr, Philippe Lenca, Annabelle Boutet, Jocelyne Tremenbert
2011 B conf
Mining Classification Rules without Support: an Anti-monotone Property of Jaccard Measure.
Discovery Science
Yannick Le Bras, Philippe Lenca, Stéphane Lallich
2011 — conf
Prévision de trajectoires de cyclones à l'aide de forêts aléatoires avec arbres de régression.
EGC
Sterenn Liberge, Sileye O. Ba, Philippe Lenca, Ronan Fablet
2010 — conf
A Robustness Measure of Association Rules.
ECML/PKDD (2)
Yannick Le Bras, Patrick Meyer, Philippe Lenca, Stéphane Lallich
2010 — ch.
Mining Interesting Rules Without Support Requirement: A General Universal Existential Upward Closure Property.
Data Mining
Yannick Le Bras, Philippe Lenca, Stéphane Lallich
2010 — conf
Mining Periodic-Frequent Itemsets with Approximate Periodicity Using Interval Transaction-Ids List Tree.
WKDD
Komate Amphawan, Athasit Surarerks, Philippe Lenca
2010 — ed.
New Frontiers in Applied Data Mining, PAKDD 2009 International Workshops, Bangkok, Thailand, April 27-30, 2009. Revised Selected Papers
PAKDD Workshops
Thanaruk Theeramunkong, Cholwich Nattee, Paulo J. L. Adeodato, Nitesh V. Chawla, Peter Christen, Philippe Lenca, Josiah Poon, Graham J. Williams
2010 — ed.
Proceedings of The 2010 International Conference on Data Mining, DMIN 2010, July 12-15, 2010, Las Vegas, Nevada, USA
DMIN
Robert Stahlbock, Sven F. Crone, Mahmoud Abou-Nasr, Hamid R. Arabnia, Nikolaos Kourentzes, Philippe Lenca, Wolfram-Manfred Lippe, Gary M. Weiss
2010 B conf
WIMAX Traffic Forecasting based on Neural Networks in Wavelet Domain.
RCIS
Ion Railean, Cristina Stolojescu, Sorin Moga, Philippe Lenca
2009 C conf
All-Monotony: A Generalization of the All-Confidence Antimonotony.
ICMLA
Yannick Le Bras, Philippe Lenca, Sorin Moga, Stéphane Lallich
2009 — conf
Classifying Very-High-Dimensional Data with Random Forests of Oblique Decision Trees.
EGC (best of volume)
Thanh-Nghi Do, Philippe Lenca, Stéphane Lallich, Nguyen-Khang Pham
2009 — conf
Mining Top-
IAIT
Komate Amphawan, Philippe Lenca, Athasit Surarerks
2009 B conf
On Optimal Rule Mining: A Framework and a Necessary and Sufficient Condition of Antimonotonicity.
PAKDD
Yannick Le Bras, Philippe Lenca, Stéphane Lallich
2009 — conf
Un nouvel algorithme de forêts aléatoires d'arbres obliques particulièrement adapté à la classification de données en grandes dimensions.
EGC
Thanh-Nghi Do, Stéphane Lallich, Nguyen-Khang Pham, Philippe Lenca
2008 B conf
A Comparison of Different Off-Centered Entropies to Deal with Class Imbalance for Decision Trees.
PAKDD
Philippe Lenca, Stéphane Lallich, Thanh-Nghi Do, Nguyen-Khang Pham
2008 J jnl
Decision makers support system. Adapting the assistance to the decision maker's behaviour.
Ingénierie des Systèmes d Inf.
Frédéric Cadier, Gilles Coppin, Philippe Lenca
2008 J jnl
On selecting interestingness measures for association rules: User oriented description and multiple criteria decision aid.
Eur. J. Oper. Res.
Philippe Lenca, Patrick Meyer, Benoît Vaillant, Stéphane Lallich
2008 — ch.
On the behavior of the generalizations of the intensity of implication: A data-driven comparative study.
Statistical Implicative Analysis
Benoît Vaillant, Stéphane Lallich, Philippe Lenca
2008 — conf
Using Local Node Information in Decision Trees: Coupling a Local Labeling Rule with an Off-centered Entropy.
DMIN
Nguyen-Khang Pham, Thanh-Nghi Do, Philippe Lenca, Stéphane Lallich
2007 — conf
A Study of the Robustness of Association Rules.
DMIN
Jérôme Azé, Philippe Lenca, Stéphane Lallich, Benoît Vaillant
2007 — ch.
Association Rule Interestingness Measures: Experimental and Theoretical Studies.
Quality Measures in Data Mining
Philippe Lenca, Benoît Vaillant, Patrick Meyer, Stéphane Lallich
2007 — conf
Some considerations of cognitive modeling for collective decision support.
HICSS
Gilles Coppin, Frédéric Cadier, Philippe Lenca
2006 B conf
Aggregation of Valued Relations Applied to Association Rule Interestingness Measures.
MDAI
Jean-Pierre Barthélemy, Angélique Legrain, Philippe Lenca, Benoît Vaillant
2006 — conf
Modeling of the counter-examples and association rules interestingness measures behavior.
DMIN
Benoît Vaillant, Stéphane Lallich, Philippe Lenca
2005 — conf
Acquisition et exploitation de connaissances dans un contexte multi-experts pour un système d'aide à la décision.
EGC
Jean-Robert Kala Kamdjoug, Philippe Lenca, Jean-Pierre Barthélemy
2005 — conf
Mesurer l'intérêt des règles d'association.
EGC (Ateliers)
Benoît Vaillant, Patrick Meyer, Elie Prudhomme, Stéphane Lallich, Philippe Lenca, Sébastien Bigaret
2004 J jnl
12th Mini Euro Conference: Decision support systems; Electronic and mobile commerce; Multicriteria decision aid; Human centered processes; Ethical dilemmas in decision making.
Eur. J. Oper. Res.
Jean-Pierre Brans, Gilles Coppin, Philippe Lenca, Tawfik Jelassi, Marc Roubens, Pascale Zaraté
2004 B conf
A Clustering of Interestingness Measures.
Discovery Science
Benoît Vaillant, Philippe Lenca, Stéphane Lallich
2004 — conf
Etude expérimentale de mesures de qualité de règles d'associations.
EGC
Benoît Vaillant, Philippe Lenca, Stéphane Lallich
2003 — conf
Aide multicritère à la décision pour évaluer les indices de qualité des connaissances.
EGC
Philippe Lenca, Patrick Meyer, Philippe Picouet, Benoît Vaillant
2003 — conf
Une plateforme extensible pour l'évaluation de mesures de qualité de règles.
EGC
Benoît Vaillant, Philippe Picouet, Philippe Lenca
2002 J jnl
Dynamic adaptation of rules bases under cognitive constraints.
Eur. J. Oper. Res.
Elisabeth Le Saux, Philippe Lenca, Philippe Picouet
2002 J jnl
Human centered processes.
Eur. J. Oper. Res.
Philippe Lenca
1999 A* conf
An Anthropocentric Tool for Decision Making Support.
IJCAI
Elisabeth Le Saux, Philippe Lenca, Philippe Picouet, Jean-Pierre Barthélemy
1997 — —
Acquisition automatique et analyse de processus de décision: Application au domaine bancaire. (Automatic acquisition and analysis of decision making processes: Application in banking).
Philippe Lenca