Philippe Lenca

According to our database1, Philippe Lenca authored at least 63 papers between 1999 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Community structure: A comparative evaluation of community detection methods.
Netw. Sci., 2020

2019
Towards a DRS Parsing Framework for French.
Proceedings of the Sixth International Conference on Social Networks Analysis, 2019

Prédiction d'événements distants basée sur des règles séquentielles.
Proceedings of the Extraction et Gestion des connaissances, 2019

TemporalNode2vec: Temporal Node Embedding in Temporal Networks.
Proceedings of the Complex Networks and Their Applications VIII, 2019

2018
An empirical characterization of community structures in complex networks using a bivariate map of quality metrics.
CoRR, 2018

Apport de la fouille de données pour la prévention du risque suicidaire.
Proceedings of the Extraction et Gestion des Connaissances, 2018

Estimating the Similarity of Community Detection Methods Based on Cluster Size Distribution.
Proceedings of the Complex Networks and Their Applications VII, 2018

2017
Community detection methods can discover better structural clusters than ground-truth communities.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016
Toward E-Health Applications for Suicide Prevention.
Proceedings of the First IEEE International Conference on Connected Health: Applications, 2016

2015
Classifying many-class high-dimensional fingerprint datasets using random forest of oblique decision trees.
Vietnam. J. Comput. Sci., 2015

Activity Monitoring Process based on Model-Driven Engineering - Application to Ambient Assisted Living.
J. Intell. Syst., 2015

Guest editor's introduction: special issue on discovery science 2012.
J. Intell. Inf. Syst., 2015

Guest editor's introduction: special issue on quality issues, measures of interestingness and evaluation of data mining models.
J. Intell. Inf. Syst., 2015

Mining top-k frequent-regular closed patterns.
Expert Syst. Appl., 2015

Unsupervised discovery of activities of daily living characterized by their periodicity and variability.
Eng. Appl. Artif. Intell., 2015

Periodic Episode Discovery Over Event Streams.
Proceedings of the Progress in Artificial Intelligence, 2015

Constrained independence for detecting interesting patterns.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2014
Enzyme classification using reactive motifs.
Int. J. Funct. Informatics Pers. Medicine, 2014

Arabic Language Text Classification Using Dependency Syntax-Based Feature Selection.
CoRR, 2014

Text Classification Using Association Rules, Dependency Pruning and Hyperonymization.
Proceedings of the 1st International Workshop on Interactions between Data Mining and Natural Language Processing co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2014

2013
Closeness Preference - A new interestingness measure for sequential rules mining.
Knowl. Based Syst., 2013

WiMAX traffic analysis and base stations classification in terms of LRD.
Expert Syst. J. Knowl. Eng., 2013

Mining Top-k Frequent/Regular Patterns Based on User-Given Trade-Off between Frequency and Regularity.
Proceedings of the Advances in Information Technology - 6th International Conference, 2013

Monitoring the Habits of Elderly People through Data Mining from Home Automation Devices Data.
Proceedings of the Progress in Artificial Intelligence, 2013

2012
Mesure formelle de la robustesse des règles d'association.
Proceedings of the Mesurer et évaluer la Qualité des Données et des Connaissances, 2012

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., 2012

Mining top-k regular-frequent itemsets using database partitioning and support estimation.
Expert Syst. Appl., 2012

Optimonotone Measures for Optimal Rule Discovery.
Comput. Intell., 2012

Challenges to building a platform for a breast cancer risk score.
Proceedings of the Sixth International Conference on Research Challenges in Information Science, 2012

2011
Efficient Mining Top-k Regular-Frequent Itemset Using Compressed Tidsets.
Proceedings of the New Frontiers in Applied Data Mining, 2011

Etre ou ne pas être usager d'internet telle est la question ?.
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

Adaptation de l'algorithme CART pour la tarification des risques en assurance non-vie.
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

Prévision de trajectoires de cyclones à l'aide de forêts aléatoires avec arbres de régression.
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

Mining Classification Rules without Support: an Anti-monotone Property of Jaccard Measure.
Proceedings of the Discovery Science - 14th International Conference, 2011

2010
Mining Interesting Rules Without Support Requirement: A General Universal Existential Upward Closure Property.
Proceedings of the Data Mining - Special Issue in Annals of Information Systems, 2010

Mining Periodic-Frequent Itemsets with Approximate Periodicity Using Interval Transaction-Ids List Tree.
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining, 2010

WIMAX Traffic Forecasting based on Neural Networks in Wavelet Domain.
Proceedings of the Fourth IEEE International Conference on Research Challenges in Information Science, 2010

A Robustness Measure of Association Rules.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

2009
On Optimal Rule Mining: A Framework and a Necessary and Sufficient Condition of Antimonotonicity.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

All-Monotony: A Generalization of the All-Confidence Antimonotony.
Proceedings of the International Conference on Machine Learning and Applications, 2009

Mining Top-<i>K</i> Periodic-Frequent Pattern from Transactional Databases without Support Threshold.
Proceedings of the Advances in Information Technology - Third International Conference, 2009

Un nouvel algorithme de forêts aléatoires d'arbres obliques particulièrement adapté à la classification de données en grandes dimensions.
Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

Classifying Very-High-Dimensional Data with Random Forests of Oblique Decision Trees.
Proceedings of the Advances in Knowledge Discovery and Management [Best of EGC 2009, 2009

2008
On the behavior of the generalizations of the intensity of implication: A data-driven comparative study.
Proceedings of the Statistical Implicative Analysis, Theory and Applications, 2008

Decision makers support system. Adapting the assistance to the decision maker's behaviour.
Ingénierie des Systèmes d Inf., 2008

On selecting interestingness measures for association rules: User oriented description and multiple criteria decision aid.
Eur. J. Oper. Res., 2008

A Comparison of Different Off-Centered Entropies to Deal with Class Imbalance for Decision Trees.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Using Local Node Information in Decision Trees: Coupling a Local Labeling Rule with an Off-centered Entropy.
Proceedings of The 2008 International Conference on Data Mining, 2008

2007
Association Rule Interestingness Measures: Experimental and Theoretical Studies.
Proceedings of the Quality Measures in Data Mining, 2007

Some considerations of cognitive modeling for collective decision support.
Proceedings of the 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), 2007

A Study of the Robustness of Association Rules.
Proceedings of the 2007 International Conference on Data Mining, 2007

2006
Aggregation of Valued Relations Applied to Association Rule Interestingness Measures.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2006

Modeling of the counter-examples and association rules interestingness measures behavior.
Proceedings of the 2006 International Conference on Data Mining, 2006

2005
Mesurer l'intérêt des règles d'association.
Proceedings of the Extraction des connaissances : Etat et perspectives (Ateliers de la conférence EGC'2005), 2005

Acquisition et exploitation de connaissances dans un contexte multi-experts pour un système d'aide à la décision.
Proceedings of the Extraction et gestion des connaissances (EGC'2005), 2005

2004
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., 2004

Etude expérimentale de mesures de qualité de règles d'associations.
Proceedings of the Extraction et gestion des connaissances (EGC'2004), 2004

A Clustering of Interestingness Measures.
Proceedings of the Discovery Science, 7th International Conference, 2004

2003
Une plateforme extensible pour l'évaluation de mesures de qualité de règles.
Proceedings of the Extraction et gestion des connaissances (EGC'2003), 2003

Aide multicritère à la décision pour évaluer les indices de qualité des connaissances.
Proceedings of the Extraction et gestion des connaissances (EGC'2003), 2003

2002
Dynamic adaptation of rules bases under cognitive constraints.
Eur. J. Oper. Res., 2002

Human centered processes.
Eur. J. Oper. Res., 2002

1999
An Anthropocentric Tool for Decision Making Support.
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999


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