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 (1997)

An Anthropocentric Tool for Decision Making Support. - Elisabeth Le Saux; Philippe Lenca; Philippe Picouet; Jean-Pierre Barthélemy (IJCAI, 1999)

Human centered processes. - Philippe Lenca (Eur. J. Oper. Res., 2002)

Dynamic adaptation of rules bases under cognitive constraints. - Elisabeth Le Saux; Philippe Lenca; Philippe Picouet (Eur. J. Oper. Res., 2002)

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

Une plateforme extensible pour l'évaluation de mesures de qualité de règles. - Benoît Vaillant; Philippe Picouet; Philippe Lenca (EGC, 2003)

A Clustering of Interestingness Measures. - Benoît Vaillant; Philippe Lenca; Stéphane Lallich (Discovery Science, 2004)

Etude expérimentale de mesures de qualité de règles d'associations. - Benoît Vaillant; Philippe Lenca; Stéphane Lallich (EGC, 2004)

12th Mini Euro Conference: Decision support systems; Electronic and mobile commerce; Multicriteria decision aid; Human centered processes; Ethical dilemmas in decision making. - Jean-Pierre Brans; Gilles Coppin; Philippe Lenca; Tawfik Jelassi; Marc Roubens; Pascale Zaraté (Eur. J. Oper. Res., 2004)

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

Mesurer l'intérêt des règles d'association. - Benoît Vaillant; Patrick Meyer; Elie Prudhomme; Stéphane Lallich; Philippe Lenca; Sébastien Bigaret (EGC (Ateliers), 2005)

Modeling of the counter-examples and association rules interestingness measures behavior. - Benoît Vaillant; Stéphane Lallich; Philippe Lenca (DMIN, 2006)

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

A Study of the Robustness of Association Rules. - Jérôme Azé; Philippe Lenca; Stéphane Lallich; Benoît Vaillant (DMIN, 2007)

Some considerations of cognitive modeling for collective decision support. - Gilles Coppin; Frédéric Cadier; Philippe Lenca (HICSS, 2007)

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

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

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

On selecting interestingness measures for association rules: User oriented description and multiple criteria decision aid. - Philippe Lenca; Patrick Meyer; Benoît Vaillant; Stéphane Lallich (Eur. J. Oper. Res., 2008)

Decision makers support system. Adapting the assistance to the decision maker's behaviour. - Frédéric Cadier; Gilles Coppin; Philippe Lenca (Ingénierie des Systèmes d Inf., 2008)

On the behavior of the generalizations of the intensity of implication: A data-driven comparative study. - Benoît Vaillant; Stéphane Lallich; Philippe Lenca (Statistical Implicative Analysis, 2008)

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

Un nouvel algorithme de forêts aléatoires d'arbres obliques particulièrement adapté à la classification de données en grandes dimensions. - Thanh-Nghi Do; Stéphane Lallich; Nguyen-Khang Pham; Philippe Lenca (EGC, 2009)

Mining Top-K Periodic-Frequent Pattern from Transactional Databases without Support Threshold. - Komate Amphawan; Philippe Lenca; Athasit Surarerks (IAIT, 2009)

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

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

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

WIMAX Traffic Forecasting based on Neural Networks in Wavelet Domain. - Ion Railean; Cristina Stolojescu; Sorin Moga; Philippe Lenca (RCIS, 2010)

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

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

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

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

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

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

Efficient Mining Top-k Regular-Frequent Itemset Using Compressed Tidsets. - Komate Amphawan; Philippe Lenca; Athasit Surarerks (PAKDD Workshops, 2011)

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

Optimonotone Measures for Optimal Rule Discovery. - Yannick Le Bras; Philippe Lenca; Stéphane Lallich (Comput. Intell., 2012)

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

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

Mesure formelle de la robustesse des règles d'association. - Yannick Le Bras; Patrick Meyer; Philippe Lenca; Stéphane Lallich (Mesurer et évaluer la Qualité des Données et des Connaissances, 2012)

Monitoring the Habits of Elderly People through Data Mining from Home Automation Devices Data. - Julie Soulas; Philippe Lenca; André Thépaut (EPIA, 2013)

Mining Top-k Frequent/Regular Patterns Based on User-Given Trade-Off between Frequency and Regularity. - Komate Amphawan; Philippe Lenca (IAIT, 2013)

WiMAX traffic analysis and base stations classification in terms of LRD. - Cristina Stolojescu-Crisan; Alexandru Isar; Sorin Moga; Philippe Lenca (Expert Syst. J. Knowl. Eng., 2013)

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

Text Classification Using Association Rules, Dependency Pruning and Hyperonymization. - Yannis Haralambous; Philippe Lenca (DMNLP@PKDD/ECML, 2014)

Arabic Language Text Classification Using Dependency Syntax-Based Feature Selection. - Yannis Haralambous; Yassir Elidrissi; Philippe Lenca (CoRR, 2014)

Enzyme classification using reactive motifs. - Thanapat Kangkachit; Kitsana Waiyamai; Philippe Lenca (Int. J. Funct. Informatics Pers. Medicine, 2014)

Constrained independence for detecting interesting patterns. - Thomas Delacroix; Ahcene Boubekki; Philippe Lenca; Stéphane Lallich (DSAA, 2015)

Periodic Episode Discovery Over Event Streams. - Julie Soulas; Philippe Lenca (EPIA, 2015)

Unsupervised discovery of activities of daily living characterized by their periodicity and variability. - Julie Soulas; Philippe Lenca; André Thépaut (Eng. Appl. Artif. Intell., 2015)

Mining top-k frequent-regular closed patterns. - Komate Amphawan; Philippe Lenca (Expert Syst. Appl., 2015)

Guest editor's introduction: special issue on quality issues, measures of interestingness and evaluation of data mining models. - Philippe Lenca; Stéphane Lallich (J. Intell. Inf. Syst., 2015)

Guest editor's introduction: special issue on discovery science 2012. - Philippe Lenca; Jean-Marc Petit (J. Intell. Inf. Syst., 2015)

Activity Monitoring Process based on Model-Driven Engineering - Application to Ambient Assisted Living. - Jacques Simonin; Julie Soulas; Philippe Lenca (J. Intell. Syst., 2015)

Classifying many-class high-dimensional fingerprint datasets using random forest of oblique decision trees. - Thanh-Nghi Do; Philippe Lenca; Stéphane Lallich (Vietnam. J. Comput. Sci., 2015)

Toward E-Health Applications for Suicide Prevention. - Sofian Berrouiguet; Romain Billot; Philippe Lenca; Philippe Tanguy; Enrique Baca-García; Mathieu Simonnet; Bernard Gourvennec (CHASE, 2016)

From sensors and data to data mining for e-Health. - Philippe Lenca; Julie Soulas; Sofian Berrouiguet (KST, 2016)

Community detection methods can discover better structural clusters than ground-truth communities. - Vinh-Loc Dao; Cécile Bothorel; Philippe Lenca (ASONAM, 2017)

Estimating the Similarity of Community Detection Methods Based on Cluster Size Distribution. - Vinh-Loc Dao; Cécile Bothorel; Philippe Lenca (COMPLEX NETWORKS (1), 2018)

Apport de la fouille de données pour la prévention du risque suicidaire. - Romain Billot; Sofian Berrouiguet; Mark E. Larsen; Michel Walter; Jorge Lopez-Castroman; Enrique Baca-García; Philippe Courtet; Philippe Lenca (EGC, 2018)

TemporalNode2vec: Temporal Node Embedding in Temporal Networks. - Mounir Haddad; Cécile Bothorel; Philippe Lenca; Dominique Bedart (COMPLEX NETWORKS (1), 2019)

Prédiction d'événements distants basée sur des règles séquentielles. - Lina Fahed; Philippe Lenca; Yannis Haralambous; Riwal Lefort; Marie-Laure Tallec (EGC, 2019)

Towards a DRS Parsing Framework for French. - Luyên Ngoc Lê; Yannis Haralambous; Philippe Lenca (SNAMS, 2019)

Using Dependency Syntax-Based Methods for Automatic Detection of Psychiatric Comorbidities. - Yannis Haralambous; Christophe Lemey; Philippe Lenca; Romain Billot; Deok-Hee Kim-Dufor (RaPID@LREC, 2020)

Community structure: A comparative evaluation of community detection methods. - Vinh-Loc Dao; Cécile Bothorel; Philippe Lenca (Netw. Sci., 2020)

Temporalizing static graph autoencoders to handle temporal networks. - Mounir Haddad; Cécile Bothorel; Philippe Lenca; Dominique Bedart (ASONAM, 2021)

Explainable AI: a narrative review at the crossroad of Knowledge Discovery, Knowledge Representation and Representation Learning. - Ikram Chraibi Kaadoud; Lina Fahed; Philippe Lenca (MRC@IJCAI, 2021)

An empirical characterization of community structures in complex networks using a bivariate map of quality metrics. - Vinh-Loc Dao; Cécile Bothorel; Philippe Lenca (Soc. Netw. Anal. Min., 2021)

Automata-based Explainable Representation for a Complex System of Multivariate Times Series. - Ikram Chraibi Kaadoud; Lina Fahed; Tian Tian; Yannis Haralambous; Philippe Lenca (KDIR, 2022)

What to expect from a set of itemsets? - Thomas Delacroix; Philippe Lenca; Stéphane Lallich (Inf. Sci., 2022)

Beyond the Semantic Web: Towards an Implicit Pragmatic Web and a Web of Social Representations. - Yannis Haralambous; Philippe Lenca (Future Internet, 2023)