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The Analog Ensemble Kalman Filter and Smoother

Pierre Tandeo , Pierre Ailliot , Ronan Fablet , Juan Ruiz , François Rousseau , et al.
CI 2014 : 4th International Workshop on Climate Informatics, Sep 2014, Boulder, United States
Conference papers hal-01188825v1

Enzyme Classification Using Reactive Motifs

Thanapat Kangkachit , Kitsana Waiyamai , Philippe Lenca
International journal of functional informatics and personalised medicine, 2014, 4 (3/4), pp.243 - 258. ⟨10.1504/IJFIPM.2014.068173⟩
Journal articles hal-01185085v1

A formal framework for protein function classification using concept lattice

Thanapat Kangkachit
[Research Report] Dépt. Logique des Usages, Sciences Sociales et de l'Information (Institut Mines-Télécom-Télécom Bretagne-UBL); Laboratoire en sciences et technologies de l'information, de la communication et de la connaissance (UMR CNRS 6285 - Télécom Bretagne - Université de Bretagne Occidentale - Université de Bretagne Sud - ENSTA Bretagne - Ecole Nationale d'ingénieurs de Brest); Data Analysis and Knowledge Discover Laboratory (Kasetsart University - Faculty of Engineering, Department of Computer Engineering). 2016, pp.72
Reports hal-01404471v1

Mining top-k regular-frequent itemsets using database partitioning and support estimation

Komate Amphawan , Philippe Lenca , Athasit Surarerks
Expert Systems with Applications, 2012, 39 (2), pp.1924 - 1936
Journal articles hal-00703699v1

Mining interesting rules without support requirement: a general universal existential upward closure property

Yannick Le Bras , Philippe Lenca , Stéphane Lallich
Data mining, 8 (Part 2), pp.75-98, 2010, Annals of information systems, ⟨10.1007/978-1-4419-1280-0⟩
Book sections hal-00445029v1

Une brève introduction aux Données Massives - Challenges et perspectives

Romain Picot-Clémente , Cécile Bothorel , Philippe Lenca
Actuariat : Nouveaux Enjeux et Nouveaux Risques - Université d'été 2015, Jul 2015, Brest, France
Conference papers hal-01174979v1

A robustness measure of association rules

Yannick Le Bras , Patrick Meyer , Stéphane Lallich , Philippe Lenca
The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2010, Barcelona, Spain. pp.227 - 242, ⟨10.1007/978-3-642-15883-4⟩
Conference papers hal-00515367v1

Unsupervised discovery of activities of daily living characterized by their periodicity and variability

Julie Soulas , Philippe Lenca , André Thépaut
Engineering Applications of Artificial Intelligence, 2015, 45, pp.90 - 102. ⟨10.1016/j.engappai.2015.06.006⟩
Journal articles hal-01188640v1
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Breast cancer risk score: a data mining approach to improve readability

Emilien Gauthier , Laurent Brisson , Philippe Lenca , Stéphane Ragusa
The International Conference on Data Mining, Jul 2011, Las Vegas, United States. pp.15 - 21
Conference papers hal-00609238v1

When patterns overwhelms users, issues and solutions for selecting the good ones

Philippe Lenca
CHIST-ERA Conference, Sep 2011, Cork, Irlande
Conference papers hal-00623239v1

WiMAX traffic analysis and Base stations classification in terms of LRD

Cristina Laura Stolojescu , Sorin Moga , Philippe Lenca , Alexandru Isar
Portuguese Conference on Artificial Intelligence, Oct 2011, Lisboa, Portugal
Conference papers hal-00725545v1
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Learning a set of interrelated tasks by using a succession of motor policies for a socially guided intrinsically motivated learner

Nicolas Duminy , Sao Mai Nguyen , Dominique Duhaut
Frontiers in Neurorobotics, 2019, ⟨10.3389/fnbot.2018.00087⟩
Journal articles hal-02087995v1
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Tracking Application Fingerprint in a Trustless Cloud Environment for Sabotage Detection

Jean-Emile Dartois , Jalil Boukhobza , Vincent Francoise , Olivier Barais
MASCOTS 2019 - 27th IEEE International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, Oct 2019, Rennes, France. pp.74-82, ⟨10.1109/MASCOTS.2019.00018⟩
Conference papers hal-02303153v1
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Brève introduction à la fouille de grandes bases de données océaniques

Guillaume Maze , Herlé Mercier , Ronan Fablet , Philippe Lenca , Jean-François Piollé
[Rapport de recherche] Dépt. Logique des Usages, Sciences Sociales et de l'Information (Institut Mines-Télécom-Télécom Bretagne-UEB); Dépt. Signal et Communications (Institut Mines-Télécom-Télécom Bretagne-UEB); Laboratoire de Physique des Océans (UMR CNRS 6523 - IFREMER - Université de Bretagne Occidentale); Centre de données d'Archivage et de Traitement du Laboratoire d'Océanographie Spatiale (IFREMER); Laboratoire en sciences et technologies de l'information, de la communication et de la connaissance (UMR CNRS 6285 - Télécom Bretagne - Université de Bretagne Occidentale - Université de Bretagne Sud). 2014, pp.14
Reports hal-01185117v1

Periodic Episode Discovery over Event Streams

Julie Soulas , Philippe Lenca
EPIA 2015 : 17th Portuguese Conference on Artificial Intelligence, Sep 2015, Coimbra, Portugal. pp.547 - 559
Conference papers hal-01198702v1

Introduction au big data et application à l'assurance

Romain Billot , Cécile Bothorel , Philippe Lenca
Le big data pour les compagnies d'assurance, 1, ISTE Editions, pp.17-39, 2017, Innovation, entrepreneuriat et gestion, Série Big Data, IA et analyse de données, 978-1-78405-298-0
Book sections hal-01596095v1

Ocean Heat Content Structure Revealed by Un-Supervised Classification of Hydrographic Profiles

Guillaume Maze , Herlé Mercier , Ronan Fablet , Philippe Lenca , Manuel Lopez Radcenco , et al.
OSD 2016 : Ocean Sciences Meeting , Feb 2016, New Orleans, États-Unis
Conference papers hal-01345101v1

Optimonotone measures for optimal rule discovery

Yannick Le Bras , Philippe Lenca , Stéphane Lallich
Computational Intelligence, 2012, 28 (4), pp.475 - 504. ⟨10.1111/j.1467-8640.2012.00422.x⟩
Journal articles istex hal-00797496v1

Une brève introduction à l'Intelligence Artificielle

Philippe Lenca , Sorin Moga
Conférences et ateliers de l'IUT de Lannion, Jan 2015, Lannion, France
Conference papers hal-01185082v1
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Leveraging cloud unused resources for Big data application while achieving SLA

Jean-Emile Dartois , Ivan Meriau , Mohamed Handaoui , Jalil Boukhobza , Olivier Barais
MASCOTS 2019 - 27th IEEE International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, Oct 2019, Rennes, France. pp.1-2
Conference papers hal-02362257v1
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Prévision de trajectoires de cyclones à l'aide de forêts aléatoires avec arbres de régression

Sterenn Marie Liberge , Sileye Ba , Philippe Lenca , Ronan Fablet
Conférence internationale francophone sur l'extraction et la gestion des connaissances, Jan 2011, Brest, France. pp.623-634
Conference papers hal-00632779v1

Classifying Many-Class High Dimensional Fingerprint Datasets Using Random Forest of Oblique Decision Trees

Thanh Nghi Do , Philippe Lenca , Stéphane Lallich
Vietnam journal of computer science, 2015, 2 (1), pp.3-12. ⟨10.1007/s40595-014-0024-7⟩
Journal articles hal-01007572v1

Enhancing network intrusion classification through the Kolmogorov-Smirnov splitting criterion

Thanh Nghi Do , Philippe Lenca , Stéphane Lallich
Journal of science and technology, 2010, 48 (4), pp.50 - 61
Journal articles hal-00523096v1

Change detection between SAR images using a pointwise approach and graph theory

Minh Tân Pham , Grégoire Mercier , Julien Michel
IEEE Transactions on Geoscience and Remote Sensing, 2015, 54 (4), pp.2020 - 2032. ⟨10.1109/TGRS.2015.2493730⟩
Journal articles hal-01865181v1

Arabic Language Text Classification Using Dependency Syntax-Based Feature Selection

Yannis Haralambous , Yassir Elidrissi , Philippe Lenca
CITALA 2014 : 5e Conférence Internationale sur le Traitement Automatique de la Langue Arabe, Nov 2014, Oujda, Morocco. pp.31-40
Conference papers hal-01185094v1
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Le choix d'une bonne mesure de qualité, condition du succès d'un processus de fouille de données

Philippe Lenca , Stéphane Lallich
Atelier data mining, applications, cas d'études et success stories (associé à la conférence internationale francophone sur l'extraction et la gestion des connaissances), Jan 2011, Brest, France. pp.5 - 8
Conference papers hal-00725673v2
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Un cadre formel pour l'étude des mesures d'intérêt des règles d'association

Yannick Le Bras , Philippe Lenca , Stéphane Lallich
Journée d'animation du GRD I3 sur la  fouille de données, Sep 2011, Lyon, France
Conference papers hal-00632775v1

Formal framework for the study of algorithmic properties of objective interestingness measures

Yannick Le Bras , Philippe Lenca , Stéphane Lallich
Data Mining: Foundations and Intelligent Paradigms, 24, Springer-Verlag, pp.77 - 98, 2012, Intelligent Systems Reference Library, Data Mining: Foundations and Intelligent Paradigms
Book sections hal-00724795v1

Toward E-Health Applications for Suicide Prevention

Sofian Berrouiguet , Romain Billot , Philippe Lenca , Philippe Tanguy , Enrique Baca-Garcia , et al.
CHASE 2016 : IEEE First Conference on Connected Health: Applications, Systems and Engineering Technologies, Jun 2016, Washington, United States. pp.346 - 347, ⟨10.1109/CHASE.2016.37⟩
Conference papers hal-01355330v1

Proceedings of the 2010 International Conference on Data Mining

Robert Stahlbock , Sven F. Crone , Mahmoud Abou-Nasr , Hamid R. Arabnia , Nikolaos Kourentzes , et al.
CSREA Press, 2010, 1-60132-138-4
Books hal-00565946v1