Philippe Lenca

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 18

Top Topics

Community Detection

Top Venues

Publications

Yannis Haralambous, Philippe Lenca
Beyond the Semantic Web: Towards an Implicit Pragmatic Web and a Web of Social Representations. Future Internet 15 (7) (2023)
Ikram Chraibi Kaadoud, Lina Fahed, Tian Tian, Yannis Haralambous, Philippe Lenca
Automata-based Explainable Representation for a Complex System of Multivariate Times Series. KDIR (2022)
Thomas Delacroix, Philippe Lenca, Stéphane Lallich
What to expect from a set of itemsets? Inf. Sci. 593 (2022)
Ikram Chraibi Kaadoud, Lina Fahed, Philippe Lenca
Explainable AI: a narrative review at the crossroad of Knowledge Discovery, Knowledge Representation and Representation Learning. MRC@IJCAI (2021)
Mounir Haddad, Cécile Bothorel, Philippe Lenca, Dominique Bedart
Temporalizing static graph autoencoders to handle temporal networks. ASONAM (2021)
Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca
An empirical characterization of community structures in complex networks using a bivariate map of quality metrics. Soc. Netw. Anal. Min. 11 (1) (2021)
Yannis Haralambous, Christophe Lemey, Philippe Lenca, Romain Billot, Deok-Hee Kim-Dufor
Using Dependency Syntax-Based Methods for Automatic Detection of Psychiatric Comorbidities. RaPID@LREC (2020)
Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca
Community structure: A comparative evaluation of community detection methods. Netw. Sci. 8 (1) (2020)
Luyên Ngoc Lê, Yannis Haralambous, Philippe Lenca
Towards a DRS Parsing Framework for French. SNAMS (2019)
Mounir Haddad, Cécile Bothorel, Philippe Lenca, Dominique Bedart
TemporalNode2vec: Temporal Node Embedding in Temporal Networks. COMPLEX NETWORKS (1) (2019)
Lina Fahed, Philippe Lenca, Yannis Haralambous, Riwal Lefort, Marie-Laure Tallec
Prédiction d'événements distants basée sur des règles séquentielles. EGC (2019)
Romain Billot, Sofian Berrouiguet, Mark E. Larsen, Michel Walter, Jorge Lopez-Castroman, Enrique Baca-García, Philippe Courtet, Philippe Lenca
Apport de la fouille de données pour la prévention du risque suicidaire. EGC (2018)
Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca
Community structure: A comparative evaluation of community detection methods. CoRR (2018)
Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca
An empirical characterization of community structures in complex networks using a bivariate map of quality metrics. CoRR (2018)
Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca
Estimating the Similarity of Community Detection Methods Based on Cluster Size Distribution. COMPLEX NETWORKS (1) (2018)
Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca
Community detection methods can discover better structural clusters than ground-truth communities. ASONAM (2017)
Sofian Berrouiguet, Romain Billot, Philippe Lenca, Philippe Tanguy, Enrique Baca-García, Mathieu Simonnet, Bernard Gourvennec
Toward E-Health Applications for Suicide Prevention. CHASE (2016)
Philippe Lenca, Julie Soulas, Sofian Berrouiguet
From sensors and data to data mining for e-Health. KST (2016)
Philippe Lenca, Stéphane Lallich
Guest editor's introduction: special issue on quality issues, measures of interestingness and evaluation of data mining models. J. Intell. Inf. Syst. 45 (3) (2015)
Jacques Simonin, Julie Soulas, Philippe Lenca
Activity Monitoring Process based on Model-Driven Engineering - Application to Ambient Assisted Living. J. Intell. Syst. 24 (3) (2015)
Thomas Delacroix, Ahcene Boubekki, Philippe Lenca, Stéphane Lallich
Constrained independence for detecting interesting patterns. DSAA (2015)
Komate Amphawan, Philippe Lenca
Mining top-k frequent-regular closed patterns. Expert Syst. Appl. 42 (21) (2015)
Julie Soulas, Philippe Lenca
Periodic Episode Discovery Over Event Streams. EPIA (2015)
Julie Soulas, Philippe Lenca, André Thépaut
Unsupervised discovery of activities of daily living characterized by their periodicity and variability. Eng. Appl. Artif. Intell. 45 (2015)
Philippe Lenca, Jean-Marc Petit
Guest editor's introduction: special issue on discovery science 2012. J. Intell. Inf. Syst. 44 (2) (2015)
Thanh-Nghi Do, Philippe Lenca, Stéphane Lallich
Classifying many-class high-dimensional fingerprint datasets using random forest of oblique decision trees. Vietnam. J. Comput. Sci. 2 (1) (2015)
Yannis Haralambous, Philippe Lenca
Text Classification Using Association Rules, Dependency Pruning and Hyperonymization. DMNLP@PKDD/ECML (2014)
Yannis Haralambous, Yassir Elidrissi, Philippe Lenca
Arabic Language Text Classification Using Dependency Syntax-Based Feature Selection. CoRR (2014)
Yannis Haralambous, Philippe Lenca
Text Classification Using Association Rules, Dependency Pruning and Hyperonymization. CoRR (2014)
Thanapat Kangkachit, Kitsana Waiyamai, Philippe Lenca
Enzyme classification using reactive motifs. Int. J. Funct. Informatics Pers. Medicine 4 (3/4) (2014)
Ion Railean, Philippe Lenca, Sorin Moga, Monica Borda
Closeness Preference - A new interestingness measure for sequential rules mining. Knowl. Based Syst. 44 (2013)
Komate Amphawan, Philippe Lenca
Mining Top-k Frequent/Regular Patterns Based on User-Given Trade-Off between Frequency and Regularity. IAIT (2013)
Julie Soulas, Philippe Lenca, André Thépaut
Monitoring the Habits of Elderly People through Data Mining from Home Automation Devices Data. EPIA (2013)
Cristina Stolojescu-Crisan, Alexandru Isar, Sorin Moga, Philippe Lenca
WiMAX traffic analysis and base stations classification in terms of LRD. Expert Syst. J. Knowl. Eng. 30 (4) (2013)
Emilien Gauthier, Laurent Brisson, Philippe Lenca, Francoise Clavel-Chapelon, Stephane Ragusa
Challenges to building a platform for a breast cancer risk score. RCIS (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) (2012)
Komate Amphawan, Philippe Lenca, Athasit Surarerks
Mining top-k regular-frequent itemsets using database partitioning and support estimation. Expert Syst. Appl. 39 (2) (2012)
Yannick Le Bras, Philippe Lenca, Stéphane Lallich
Optimonotone Measures for Optimal Rule Discovery. Comput. Intell. 28 (4) (2012)
Komate Amphawan, Philippe Lenca, Athasit Surarerks
Efficient Mining Top-k Regular-Frequent Itemset Using Compressed Tidsets. PAKDD Workshops (2011)
Abdoulaye Sarr, Philippe Lenca, Annabelle Boutet, Jocelyne Tremenbert
Etre ou ne pas être usager d'internet telle est la question ?. EGC (2011)
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)
Antoine Paglia, Martial Phélippé-Guinvarc'h, Philippe Lenca
Adaptation de l'algorithme CART pour la tarification des risques en assurance non-vie. EGC (2011)
Yannick Le Bras, Philippe Lenca, Stéphane Lallich
Mining Classification Rules without Support: an Anti-monotone Property of Jaccard Measure. Discovery Science (2011)
Ion Railean, Cristina Stolojescu, Sorin Moga, Philippe Lenca
WIMAX Traffic Forecasting based on Neural Networks in Wavelet Domain. RCIS (2010)
Komate Amphawan, Athasit Surarerks, Philippe Lenca
Mining Periodic-Frequent Itemsets with Approximate Periodicity Using Interval Transaction-Ids List Tree. WKDD (2010)
Yannick Le Bras, Patrick Meyer, Philippe Lenca, Stéphane Lallich
A Robustness Measure of Association Rules. ECML/PKDD (2) (2010)
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)
Komate Amphawan, Philippe Lenca, Athasit Surarerks
Periodic-Frequent Pattern from Transactional Databases without Support Threshold. IAIT (2009)
Yannick Le Bras, Philippe Lenca, Sorin Moga, Stéphane Lallich
All-Monotony: A Generalization of the All-Confidence Antimonotony. ICMLA (2009)
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)
Yannick Le Bras, Philippe Lenca, Stéphane Lallich
On Optimal Rule Mining: A Framework and a Necessary and Sufficient Condition of Antimonotonicity. PAKDD (2009)
Philippe Lenca, Patrick Meyer, Benoît Vaillant, Stéphane Lallich
On selecting interestingness measures for association rules: User oriented description and multiple criteria decision aid. Eur. J. Oper. Res. 184 (2) (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)
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)
Frédéric Cadier, Gilles Coppin, Philippe Lenca
Decision makers support system. Adapting the assistance to the decision maker's behaviour. Ingénierie des Systèmes d Inf. 13 (2) (2008)
Gilles Coppin, Frédéric Cadier, Philippe Lenca
Some considerations of cognitive modeling for collective decision support. HICSS (2007)
Jérôme Azé, Philippe Lenca, Stéphane Lallich, Benoît Vaillant
A Study of the Robustness of Association Rules. DMIN (2007)
Benoît Vaillant, Stéphane Lallich, Philippe Lenca
Modeling of the counter-examples and association rules interestingness measures behavior. DMIN (2006)
Jean-Pierre Barthélemy, Angélique Legrain, Philippe Lenca, Benoît Vaillant
Aggregation of Valued Relations Applied to Association Rule Interestingness Measures. MDAI (2006)
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)
Benoît Vaillant, Patrick Meyer, Elie Prudhomme, Stéphane Lallich, Philippe Lenca, Sébastien Bigaret
Mesurer l'intérêt des règles d'association. EGC (Ateliers) (2005)
Benoît Vaillant, Philippe Lenca, Stéphane Lallich
Etude expérimentale de mesures de qualité de règles d'associations. EGC (2004)
Benoît Vaillant, Philippe Lenca, Stéphane Lallich
A Clustering of Interestingness Measures. Discovery Science (2004)
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. Eur. J. Oper. Res. 153 (2) (2004)
Philippe Lenca, Patrick Meyer, Philippe Picouet, Benoît Vaillant
Aide multicritère à la décision pour évaluer les indices de qualité des connaissances. EGC (2003)
Benoît Vaillant, Philippe Picouet, Philippe Lenca
Une plateforme extensible pour l'évaluation de mesures de qualité de règles. EGC (2003)
Elisabeth Le Saux, Philippe Lenca, Philippe Picouet
Dynamic adaptation of rules bases under cognitive constraints. Eur. J. Oper. Res. 136 (2) (2002)
Philippe Lenca
Human centered processes. Eur. J. Oper. Res. 136 (2) (2002)
Elisabeth Le Saux, Philippe Lenca, Philippe Picouet, Jean-Pierre Barthélemy
An Anthropocentric Tool for Decision Making Support. IJCAI (1999)