Philippe Lenca
Orcid: 0000-0001-5014-2347
According to our database1,
Philippe Lenca
authored at least 71 papers
between 1997 and 2023.
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Bibliography
2023
Beyond the Semantic Web: Towards an Implicit Pragmatic Web and a Web of Social Representations.
Future Internet, July, 2023
2022
Automata-based Explainable Representation for a Complex System of Multivariate Times Series.
Proceedings of the 14th International Joint Conference on Knowledge Discovery, 2022
2021
An empirical characterization of community structures in complex networks using a bivariate map of quality metrics.
Soc. Netw. Anal. Min., 2021
Explainable AI: a narrative review at the crossroad of Knowledge Discovery, Knowledge Representation and Representation Learning.
Proceedings of the Twelfth International Workshop Modelling and Reasoning in Context (MRC 2021) co-located with the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021
Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021
2020
Netw. Sci., 2020
Using Dependency Syntax-Based Methods for Automatic Detection of Psychiatric Comorbidities.
Proceedings of the 3rd RaPID Workshop: Resources and Processing of Linguistic, 2020
2019
Proceedings of the Sixth International Conference on Social Networks Analysis, 2019
Proceedings of the Extraction et Gestion des connaissances, 2019
Proceedings of the Complex Networks and Their Applications VIII, 2019
2018
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
Proceedings of the 8th International Conference on Knowledge and Smart Technology, 2016
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
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
Unsupervised discovery of activities of daily living characterized by their periodicity and variability.
Eng. Appl. Artif. Intell., 2015
Proceedings of the Progress in Artificial Intelligence, 2015
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015
2014
Int. J. Funct. Informatics Pers. Medicine, 2014
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
Knowl. Based Syst., 2013
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
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
Proceedings of the Sixth International Conference on Research Challenges in Information Science, 2012
2011
Proceedings of the New Frontiers in Applied Data Mining, 2011
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
Proceedings of the Fourth IEEE International Conference on Research Challenges in Information Science, 2010
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
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
Proceedings of the Quality Measures in Data Mining, 2007
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
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
Proceedings of the Extraction et gestion des connaissances (EGC'2004), 2004
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
Eur. J. Oper. Res., 2002
1999
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999
1997
Acquisition automatique et analyse de processus de décision: Application au domaine bancaire. (Automatic acquisition and analysis of decision making processes: Application in banking).
PhD thesis, 1997