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Philippe Lenca
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2020 – today
- 2023
- [j21]Yannis Haralambous
, Philippe Lenca
Beyond the Semantic Web: Towards an Implicit Pragmatic Web and a Web of Social Representations. Future Internet 15(7): 239 (2023) - 2022
- [j20]Thomas Delacroix, Philippe Lenca, Stéphane Lallich:
What to expect from a set of itemsets? Inf. Sci. 593: 314-340 (2022) - [c44]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: 170-179 - 2021
- [j19]Vinh-Loc Dao, Cécile Bothorel
An empirical characterization of community structures in complex networks using a bivariate map of quality metrics. Soc. Netw. Anal. Min. 11(1): 37 (2021) - [c43]Mounir Haddad, Cécile Bothorel, Philippe Lenca, Dominique Bedart:
Temporalizing static graph autoencoders to handle temporal networks. ASONAM 2021: 201-208 - [c42]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: 28-40 - 2020
- [j18]Vinh-Loc Dao, Cécile Bothorel
Community structure: A comparative evaluation of community detection methods. Netw. Sci. 8(1): 1-41 (2020) - [c41]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
2010 – 2019
- 2019
- [c40]Mounir Haddad
TemporalNode2vec: Temporal Node Embedding in Temporal Networks. COMPLEX NETWORKS (1) 2019: 891-902 - [c39]Lina Fahed, Philippe Lenca, Yannis Haralambous, Riwal Lefort, Marie-Laure Tallec:
Prédiction d'événements distants basée sur des règles séquentielles. EGC 2019: 309-314 - [c38]Luyên Ngoc Lê
Towards a DRS Parsing Framework for French. SNAMS 2019: 357-363 - 2018
- [c37]Vinh-Loc Dao, Cécile Bothorel
Estimating the Similarity of Community Detection Methods Based on Cluster Size Distribution. COMPLEX NETWORKS (1) 2018: 183-194 - [c36]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: 143-154 - [i4]Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca:
An empirical characterization of community structures in complex networks using a bivariate map of quality metrics. CoRR abs/1806.01386 (2018) - [i3]Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca:
Community structure: A comparative evaluation of community detection methods. CoRR abs/1812.06598 (2018) - 2017
- [c35]Vinh-Loc Dao, Cécile Bothorel
Community detection methods can discover better structural clusters than ground-truth communities. ASONAM 2017: 395-400 - 2016
- [c34]Sofian Berrouiguet, Romain Billot, Philippe Lenca, Philippe Tanguy, Enrique Baca-García
Toward E-Health Applications for Suicide Prevention. CHASE 2016: 346-347 - [c33]Philippe Lenca, Julie Soulas, Sofian Berrouiguet:
From sensors and data to data mining for e-Health. KST 2016: XIX - 2015
- [j17]Julie Soulas
Unsupervised discovery of activities of daily living characterized by their periodicity and variability. Eng. Appl. Artif. Intell. 45: 90-102 (2015) - [j16]Komate Amphawan, Philippe Lenca:
Mining top-k frequent-regular closed patterns. Expert Syst. Appl. 42(21): 7882-7894 (2015) - [j15]Philippe Lenca, Jean-Marc Petit:
Guest editor's introduction: special issue on discovery science 2012. J. Intell. Inf. Syst. 44(2): 191-192 (2015) - [j14]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): 295-297 (2015) - [j13]Jacques Simonin, Julie Soulas, Philippe Lenca:
Activity Monitoring Process based on Model-Driven Engineering - Application to Ambient Assisted Living. J. Intell. Syst. 24(3): 371-382 (2015) - [j12]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): 3-12 (2015) - [c32]Thomas Delacroix, Ahcene Boubekki
Constrained independence for detecting interesting patterns. DSAA 2015: 1-10 - [c31]Julie Soulas, Philippe Lenca:
Periodic Episode Discovery Over Event Streams. EPIA 2015: 547-559 - 2014
- [j11]Thanapat Kangkachit
Enzyme classification using reactive motifs. Int. J. Funct. Informatics Pers. Medicine 4(3/4): 243-258 (2014) - [c30]Yannis Haralambous, Philippe Lenca:
Text Classification Using Association Rules, Dependency Pruning and Hyperonymization. DMNLP@PKDD/ECML 2014: 65-80 - [i2]Yannis Haralambous, Philippe Lenca:
Text Classification Using Association Rules, Dependency Pruning and Hyperonymization. CoRR abs/1407.7357 (2014) - [i1]Yannis Haralambous, Yassir Elidrissi, Philippe Lenca:
Arabic Language Text Classification Using Dependency Syntax-Based Feature Selection. CoRR abs/1410.4863 (2014) - 2013
- [j10]Cristina Stolojescu-Crisan
WiMAX traffic analysis and base stations classification in terms of LRD. Expert Syst. J. Knowl. Eng. 30(4): 285-293 (2013) - [j9]Ion Railean, Philippe Lenca, Sorin Moga, Monica Borda:
Closeness Preference - A new interestingness measure for sequential rules mining. Knowl. Based Syst. 44: 48-56 (2013) - [c29]Julie Soulas, Philippe Lenca, André Thépaut:
Monitoring the Habits of Elderly People through Data Mining from Home Automation Devices Data. EPIA 2013: 343-354 - [c28]Komate Amphawan, Philippe Lenca:
Mining Top-k Frequent/Regular Patterns Based on User-Given Trade-Off between Frequency and Regularity. IAIT 2013: 1-12 - 2012
- [j8]Yannick Le Bras, Philippe Lenca, Stéphane Lallich:
Optimonotone Measures for Optimal Rule Discovery. Comput. Intell. 28(4): 475-504 (2012) - [j7]Komate Amphawan, Philippe Lenca, Athasit Surarerks:
Mining top-k regular-frequent itemsets using database partitioning and support estimation. Expert Syst. Appl. 39(2): 1924-1936 (2012) - [j6]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): 6275 (2012) - [c27]Emilien Gauthier, Laurent Brisson
Challenges to building a platform for a breast cancer risk score. RCIS 2012: 1-10 - [p4]Yannick Le Bras, Patrick Meyer, Philippe Lenca, Stéphane Lallich:
Mesure formelle de la robustesse des règles d'association. Mesurer et évaluer la Qualité des Données et des Connaissances 2012: 71-88 - [e3]Jean-Gabriel Ganascia, Philippe Lenca, Jean-Marc Petit:
Discovery Science - 15th International Conference, DS 2012, Lyon, France, October 29-31, 2012. Proceedings. Lecture Notes in Computer Science 7569, Springer 2012, ISBN 978-3-642-33491-7 [contents] - 2011
- [c26]Yannick Le Bras, Philippe Lenca, Stéphane Lallich:
Mining Classification Rules without Support: an Anti-monotone Property of Jaccard Measure. Discovery Science 2011: 179-193 - [c25]Abdoulaye Sarr, Philippe Lenca, Annabelle Boutet, Jocelyne Tremenbert:
Etre ou ne pas être usager d'internet telle est la question ?. EGC 2011: 291-292 - [c24]Antoine Paglia, Martial Phélippé-Guinvarc'h, Philippe Lenca:
Adaptation de l'algorithme CART pour la tarification des risques en assurance non-vie. EGC 2011: 611-622 - [c23]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: 623-634 - [c22]Komate Amphawan, Philippe Lenca, Athasit Surarerks:
Efficient Mining Top-k Regular-Frequent Itemset Using Compressed Tidsets. PAKDD Workshops 2011: 124-135 - 2010
- [c21]Yannick Le Bras, Patrick Meyer, Philippe Lenca, Stéphane Lallich:
A Robustness Measure of Association Rules. ECML/PKDD (2) 2010: 227-242 - [c20]Ion Railean, Cristina Stolojescu, Sorin Moga, Philippe Lenca:
WIMAX Traffic Forecasting based on Neural Networks in Wavelet Domain. RCIS 2010: 443-452 - [c19]Komate Amphawan, Athasit Surarerks, Philippe Lenca:
Mining Periodic-Frequent Itemsets with Approximate Periodicity Using Interval Transaction-Ids List Tree. WKDD 2010: 245-248 - [p3]Yannick Le Bras, Philippe Lenca, Stéphane Lallich:
Mining Interesting Rules Without Support Requirement: A General Universal Existential Upward Closure Property. Data Mining 2010: 75-98 - [e2]Robert Stahlbock, Sven F. Crone, Mahmoud Abou-Nasr, Hamid R. Arabnia, Nikolaos Kourentzes, Philippe Lenca, Wolfram-Manfred Lippe, Gary M. Weiss:
Proceedings of The 2010 International Conference on Data Mining, DMIN 2010, July 12-15, 2010, Las Vegas, Nevada, USA. CSREA Press 2010, ISBN 1-60132-138-4 [contents] - [e1]Thanaruk Theeramunkong, Cholwich Nattee, Paulo J. L. Adeodato, Nitesh V. Chawla, Peter Christen, Philippe Lenca, Josiah Poon, Graham J. Williams:
New Frontiers in Applied Data Mining, PAKDD 2009 International Workshops, Bangkok, Thailand, April 27-30, 2009. Revised Selected Papers. Lecture Notes in Computer Science 5669, Springer 2010, ISBN 978-3-642-14639-8 [contents]
2000 – 2009
- 2009
- [c18]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: 39-55 - [c17]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: 79-90 - [c16]Komate Amphawan, Philippe Lenca, Athasit Surarerks:
Mining Top-K Periodic-Frequent Pattern from Transactional Databases without Support Threshold. IAIT 2009: 18-29 - [c15]Yannick Le Bras, Philippe Lenca, Sorin Moga, Stéphane Lallich:
All-Monotony: A Generalization of the All-Confidence Antimonotony. ICMLA 2009: 759-764 - [c14]Yannick Le Bras, Philippe Lenca, Stéphane Lallich:
On Optimal Rule Mining: A Framework and a Necessary and Sufficient Condition of Antimonotonicity. PAKDD 2009: 705-712 - 2008
- [j5]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): 610-626 (2008) - [j4]Frédéric Cadier, Gilles Coppin
Decision makers support system. Adapting the assistance to the decision maker's behaviour. Ingénierie des Systèmes d Inf. 13(2): 53-73 (2008) - [c13]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: 117-123 - [c12]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: 634-643 - [p2]Benoît Vaillant, Stéphane Lallich, Philippe Lenca:
On the behavior of the generalizations of the intensity of implication: A data-driven comparative study. Statistical Implicative Analysis 2008: 421-447 - 2007
- [c11]Jérôme Azé, Philippe Lenca, Stéphane Lallich, Benoît Vaillant:
A Study of the Robustness of Association Rules. DMIN 2007: 163-169 - [c10]Gilles Coppin
Some considerations of cognitive modeling for collective decision support. HICSS 2007: 10 - [p1]Philippe Lenca, Benoît Vaillant, Patrick Meyer, Stéphane Lallich:
Association Rule Interestingness Measures: Experimental and Theoretical Studies. Quality Measures in Data Mining 2007: 51-76 - 2006
- [c9]Benoît Vaillant, Stéphane Lallich, Philippe Lenca:
Modeling of the counter-examples and association rules interestingness measures behavior. DMIN 2006: 132-137 - [c8]Jean-Pierre Barthélemy, Angélique Legrain, Philippe Lenca, Benoît Vaillant:
Aggregation of Valued Relations Applied to Association Rule Interestingness Measures. MDAI 2006: 203-214 - 2005
- [c7]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: 115-126 - [c6]Benoît Vaillant, Patrick Meyer, Elie Prudhomme, Stéphane Lallich, Philippe Lenca, Sébastien Bigaret:
Mesurer l'intérêt des règles d'association. EGC (Ateliers) 2005: 421-426 - 2004
- [j3]Jean-Pierre Brans, Gilles Coppin
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): 267-270 (2004) - [c5]Benoît Vaillant, Philippe Lenca, Stéphane Lallich:
A Clustering of Interestingness Measures. Discovery Science 2004: 290-297 - [c4]Benoît Vaillant, Philippe Lenca, Stéphane Lallich:
Etude expérimentale de mesures de qualité de règles d'associations. EGC 2004: 341-352 - 2003
- [c3]Philippe Lenca, Patrick Meyer, Philippe Picouet, Benoît Vaillant:
Aide multicritère à la décision pour évaluer les indices de qualité des connaissances. EGC 2003: 271-282 - [c2]Benoît Vaillant, Philippe Picouet, Philippe Lenca:
Une plateforme extensible pour l'évaluation de mesures de qualité de règles. EGC 2003: 546 - 2002
- [j2]Philippe Lenca:
Human centered processes. Eur. J. Oper. Res. 136(2): 231-232 (2002) - [j1]Elisabeth Le Saux, Philippe Lenca, Philippe Picouet:
Dynamic adaptation of rules bases under cognitive constraints. Eur. J. Oper. Res. 136(2): 299-309 (2002)
1990 – 1999
- 1999
- [c1]Elisabeth Le Saux, Philippe Lenca, Philippe Picouet, Jean-Pierre Barthélemy:
An Anthropocentric Tool for Decision Making Support. IJCAI 1999: 338-343 - 1997
- [b1]Philippe Lenca:
Acquisition automatique et analyse de processus de décision: Application au domaine bancaire. (Automatic acquisition and analysis of decision making processes: Application in banking). University of Rennes 1, France, 1997
Coauthor Index
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