Marie-Christine Rousset, Lydia Boudjeloud-Assala: 19ème Journées Francophones Extraction et Gestion des Connaissances, EGC 2019, 21-25 Janvier 2019, Metz, France. RNTI E-35, Éditions RNTI 2019.
Actes Ateliers EGC 2019
Organisateur : Alexandre Blansché
Site de la conférence EGC 2019
- Pascal Cuxac, Vincent Lemaire
Fouille de Textes (TextMine)
Site de l’atelier TextMine - Patricia Serrano Alvarado, Olivier Curé
Web des Données
Site de l’atelier AWD - Claudia Marinica, Fabrice Guillet, Florent Laroche, Julien Velcin
DAHLIA: DigitAl Humanities and cuLtural herItAge: data and knowledge management and analysis
Site de l’atelier DAHLIA - Eric Kergosien, Thomas Guyet, Ludovic Moncla, Christian Sallaberry
Gestion et Analyse de données Spatio-Temporelles (GAST)
Site de l’atelier GAST - Luis Galárraga, Tassadit Bouadi
AIMLAI: Advances in Interpretable Machine Learning and Artificial Intelligence
Site de l’atelier AIMLAI - Gianluca Quercini,Fatiha Saïs
VERITA: VERacity In daTA
Site de l’atelier VERITA
Septièmes post-actes
Bruno Pinaud, Fabrice Guillet, Bruno Cremilleux, Cyril de Runz (Eds.)
« Advances In Knowledge Discovery and Management, Volume 7 »,
Series: Studies in Computational Intelligence,
Vol. 732, 2018, Springer.
ISBN: 978-3-319-65405-8, DOI: 10.1007/978-3-319-65406-5.
About this book
This book is a collection of representative and novel works in the field of data mining, knowledge discovery, clustering and classification. Discussing both theoretical and practical aspects of “Knowledge Discovery and Management” (KDM), it is intended for researchers interested in these fields, including PhD and MSc students, and researchers from public or private laboratories.
The contributions included are extended and reworked versions of six of the best papers that were originally presented in French at the EGC’2016 conference held in Reims (France) in January 2016. This was the 16th edition of this successful conference, which takes place each year, and also featured workshops and other events with the aim of promoting exchanges between researchers and companies concerned with KDM and its applications in business, administration, industry and public organizations. For more details about the EGC society, please consult egc.asso.fr.
Table des matières
- Céline Alec, Chantal Reynaud-Delaître and Brigitte Safar:
Combined Approach for Ontology Enrichment from Textual and OpenData. 1-21 - Amadou Fall Dia, Zakia Kazi-Aoul, Aliou Boly and Yousra Chabchoub:
C-SPARQL Extension for Sampling RDF Graphs Streams. 19-38 - Thomas Guyet, Yves Moinard, René Quiniou and Torsten Schaub:
Efficiency Analysis of ASP Encodings for Sequential Pattern Mining Tasks. 41-81 - Sathiya Prabhu Kumar, Sylvain Lefebvre, Raja Chiky and Olivier Hermant:
Consistency-Latency Trade-Off of the LibRe Protocol: A Detailed Stud. 83-108 - Rabih Taleb, Rabah Mazouzi, Lynda Seddiki, Cyril de Runz, Kevin Guelton and Herman Akdag:
A Fault Detection Approach for Robotic Systems Combining the Data Obtained from Sensor Measurements and Linear Observer Based Estimations. 109-125 - Andrés Troya-Galvis, Pierre Gançarski and Laure Berti-Equille:
A Collaborative Framework for Joint Segmentation and Classification of Remote Sensing Images. 127-145
Actes Conférence EGC 2018
Christine Largeron, Hanane Azzag, Mustapha Lebbah: 18ème Journées Francophones Extraction et Gestion des Connaissances, EGC 2018, 22-26 Janvier 2018, Paris, France. RNTI E-34, Éditions RNTI 2018.
Actes Ateliers EGC 2018
Organisateurs : Camille Kurtz, Nicolas Loménie
Site de la conférence EGC 2018
- Pascal Cuxac, Vincent Lemaire
Fouille de Textes (TextMine)
Site de l’atelier TextMine - Nicolas Turenne
Sciences des Données et Humanités Numériques
Site de l’atelier sdhn - Cécile Favre, Pascale Kuntz
Penser la Recherche en Informatique comme pouvant être Située, Multidisciplinaire Et Genrée (PRISME-G)
Site de l’atelier PRISME-G - Cédric Wemmert, Germain Forestier, Camille Kurtz, Jonathan Weber
Fouille de Données Complexes (FDC)
Site de l’atelier FDC - Cyril De Runz, Thomas Guyet, Eric Kergosien, Christian Sallaberry
Gestion et Analyse de données Spatio-Temporelles (GAST)
Site de l’atelier GAST - Fabien Picarougne, Pierrick Bruneau
Visualisation d’informations, Interaction, et Fouille de données (VIF)
Site de l’atelier VIF - Jérôme Azé, Thierry Charnois
Données personnelles, vie privée et éthique
Site de la journée EGC et IA
Conférences Invitées EGC 2018
- Antoine Cornuéjols
Qu’est-ce qu’un bon système d’apprentissage ? La réponse a évolué avec le temps. Et demain ? - Ernesto Estrada
Long-range influences in (social) networks - Santo Fortunato
Community structure in complex networks - Fosca Giannotti
Big Data for understanding human dynamics: the power of networks - Christopher Kermorvant
Reconnaissance et indexation automatique des registres de la chancellerie française (1300-1483)
Sixièmes post-actes
Fabrice Guillet, Bruno Pinaud, Gilles Venturini and Djamel Abdelkader Zighed (eds),
« Advances In Knowledge Discovery and Management, Volume 6 »,
Series: Studies in Computational Intelligence,
Vol. 665, 2017, Springer.
ISBN: 978-3-319-45762-8, DOI: 10.1007/978-3-319-45763-5.
About this book
This book presents a collection of representative and novel work in the field of data mining, knowledge discovery, clustering and classification, based on expanded and reworked versions of a selection of the best papers originally presented in French at the EGC 2014 and EGC 2015 conferences held in Rennes (France) in January 2014 and Luxembourg in January 2015. The book is in three parts: The first four chapters discuss optimization considerations in data mining. The second part explores specific quality measures, dissimilarities and ultrametrics. The final chapters focus on semantics, ontologies and social networks.
Written for PhD and MSc students, as well as researchers working in the field, it addresses both theoretical and practical aspects of knowledge discovery and management.
Table des matières
Part I – Mining Data with Optimization
- Carine Hue, Marc Boullé, Vincent Lemaire:
Online Learning of a Weighted Selective Naive Bayes Classifier with Non-convex Optimization. 3-17 - Hélène Jaudoin, Pierre Nerzic, Olivier Pivert, Daniel Rocacher:
On Making Skyline Queries Resistant to Outliers. 19-38 - Pierre-Francois Marteau, Sylvie Gibet, Clément Reverdy:
Adaptive Down-Sampling and Dimension Reduction in Time Elastic Kernel Machines for Efficient Recognition of Isolated Gestures. 39-59 - Arnaud Soulet, François Rioult:
Exact and Approximate Minimal Pattern Mining. 61-81
Part II — Quality Measures, Dissimilarities and Ultrametrics
- Rafik Abdesselam, Fatima-Zahra Aazi:
Comparison of Proximity Measures for a Topological Discrimination. 85-99 - Patricia Conde-Céspedes, Jean-François Marcotorchino, Emmanuel Viennet:
Comparison of Linear Modularization Criteria Using the Relational Formalism, an Approach to Easily Identify Resolution Limit. 101-120 - Jean-Charles Lamirel, Pascal Cuxac, Kafil Hajlaoui:
A Novel Approach to Feature Selection Based on Quality Estimation Metrics. 121-140 - Dan A. Simovici, Rosanne Vetro, Kaixun Hua:
Ultrametricity of Dissimilarity Spaces and Its Significance for Data Mining. 141-155
Part III — Semantics, Ontologies, and Social Networks
- Bissan Audeh, Philippe Beaune, Michel Beigbeder:
SMERA: Semantic Mixed Approach for Web Query Expansion and Reformulation. 159-180 - Thomas Dietenbeck, Fakhri Torkhani, Ahlem Othmani, Marco Attene, Jean-Marie Favreau:
Multi-layer Ontologies for Integrated 3D Shape Segmentation and Annotation. 181-206 - Thomas Hecht, Patrice Buche, Juliette Dibie, Liliana Ibanescu, Cassia Trojahn dos Santos:
Ontology Alignment Using Web Linked Ontologies as Background Knowledge. 207-227 - Gianluca Quercini, Nacéra Bennacer, Mohammad Ghufran, Coriane Nana Jipmo:
LIAISON: reconciLIAtion of Individuals Profiles Across SOcial Networks. 229-253 - Erick Stattner, Martine Collard:
Clustering of Links and Clustering of Nodes: Fusion of Knowledge in Social Networks. 255-276
Actes Ateliers EGC 2017
Fabien L. Gandon, Gilles Bisson
Site de la conférence EGC 2017
- Pascal Cuxac, Vincent Lemaire, Jean-Charles Lamirel
Fouille de Textes (TextMine)
Site de l’atelier TextMine - Cyril De Runz, Eric Kergosien, Thomas Guyet, Christian Sallaberry
Gestion et Analyse des données Spatiales et Temporelles (GAST)
Site de l’atelier GAST - Cécile Favre, Germain Forestier et Camille Kurtz
Fouille de Données Complexes
site de l’atelier FDC 2017 - Fabien Picarougne, Pierrick Bruneau, Hanane Azzag et David Bihanic
Visualisation d’informations, Interaction, et Fouille de données
Site de l’atelier VIF 2017 - Samira Si-Said Cherfi, Fayçal Hamdi et Virginie Thion
Qualité des Données du Web
Site de l’atelier QLOD 2017 - Daniela Grigori et Zoubida Kedad
Agrégation Contextuelle d’Information
Site de l’atelier CAIR - Vincent Claveau, Xavier Tannier et Laurent Amsaleg
Journalisme Computationnel
Site de l’atelier Journalisme Computationnel - Mohamed Cherif Rahal, Guillaume Bresson et Sébastien Glaser
Analyse et fouille de données pour le véhicule autonome
Site de l’atelier AFDAV
Conférences Invitées EGC 2017
- Mounia Lalmas
“Engage moi” : From retrieval effectiveness, user satisfaction to user engagement - Claudia d’Amato
Machine Learning for the Semantic Web: filling the gaps in Ontology Mining - Freddy Lecue
Deep Dive on Smart Cities by Scaling Reasoning and Interpreting the Semantics of IoT - Dominique Cardon
Une approche sociologique de la place des calculs dans les mondes numériques
Actes Conférence EGC 2017
Fabien L. Gandon, Gilles Bisson: 17ème Journées Francophones Extraction et Gestion des Connaissances, EGC 2017, 24-27 Janvier 2017, Grenoble, France. RNTI E-33, Éditions RNTI 2017.