- Jean-Louis Dessalles (Président d’honneur)
Que veut dire « comprendre » pour une machine ? - Pierre-Yves Oudeyer
Developmental machine learning - Leon Bottou
Learning Representations Using Causal Invariance - Jean-Gabriel Ganascia
De l’apprentissage machine et des masses de données à l’éthique du numérique - Laurence Devillers
Chatbots et robots affectifs : questions éthiques - Luc de Brabandere
Thinking in a Digital World
Actes Conférence EGC 2020
Antoine Cornuéjols, Etienne Cuvelier: 20èmes Journées Francophones Extraction et Gestion des Connaissances, EGC 2020, 27-31 Janvier 2020, Bruxelles, Belgique. RNTI E-36, Éditions RNTI 2020.
Actes des ateliers EGC 2020
Site de la conférence EGC 2020
- Pascal Cuxac, Vincent Lemaire
Fouille de Textes (TextMine)
Site de l’atelier TextMine - 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 - Patricia Serrano Alvarado, Olivier Curé
Web des Données
Site de l’atelier AWD - Jonathan Weber, Camille Kurtz, Cédric Wemmert et Germain Forestier
Apprentissage Profond : Théorie et Applications (APTA)
Site de l’atelier APTA - Rim Hantach et Philippe Calvez
DL for NLP : Deep Learning pour le traitement automatique des langues
Site de l’atelier DL for NLP - David Gross Amblard
Humains et IA, travailler en intelligence
Site de l’atelier HIA - Fabien Picarougne, Pierrick Bruneau et Mohammad Ghoniem
Visualisation d’informations, Interaction, et Fouille de données (VIF)
Site de l’atelier VIF - Eric Kergosien, Thomas Guyet, Ludovic Moncla, Christian Sallaberry
Gestion et Analyse de données Spatio-Temporelles (GAST)
Site de l’atelier GAST
Huitièmes post-actes
Bruno Pinaud, Fabrice Guillet, Fabien Gandon, Christine Largeron (Eds.)
« Advances In Knowledge Discovery and Management, Volume 8 »,
Series: Studies in Computational Intelligence,
Vol. 834, 2019, Springer.
ISBN: 978-3-030-18128-4, DOI: 10.1007/978-3-030-18129-1.
About this book
This book highlights novel research in Knowledge Discovery and Management (KDM), gathering the extended, peer-reviewed versions of outstanding papers presented at the annual conferences EGC’2017 & EGC’2018. The EGC conference cycle was founded by the International French-speaking EGC society (“Extraction et Gestion des Connaissances”) in 2003, and has since become a respected fixture among the French-speaking community. In addition to the annual conference, the society organizes various other events in order to promote exchanges between researchers and companies concerned with KDM and its applications to business, administration, industry and public organizations.
Addressing novel research in data science, semantic Web, clustering, and classification, the content presented here will chiefly benefit researchers interested in these fields, including Ph.D./M.Sc. students, at public and private laboratories alike..
Table des matières
- Aichetou Bouchareb, Marc Boullé, Fabrice Clérot, Fabrice Rossi:
Model Based Co-clustering of Mixed Numerical and Binary Data. 3-22 - Aichetou Bouchareb, Marc Boullé, Fabrice Clérot, Fabrice Rossi:
Co-clustering Based Exploratory Analysis of Mixed-Type Data Tables . 23-41 - Julien Hay, Tim Van de Cruys, Philippe Muller, Bich-Liên Doan, Fabrice Popineau, Ouassim Ait-Elhara:
Automatically Selecting Complementary Vector Representations for Semantic Textual Similarity. 45-60 - Gildas Tagny Ngompé, Sébastien Harispe, Guillaume Zambrano, Jacky Montmain, Stéphane Mussard:
Detecting Sections and Entities in Court Decisions Using HMM and CRF Graphical Models. 61-86 - Yann Dauxais, David Gross-Amblard, Thomas Guyet, André Happe:
Discriminant Chronicle Mining. 89-118 - Anne Toulet, Emmanuel Roux, Anne-Élisabeth Laques, Éric Delaître, Laurent Demagistri, Isabelle Mougenot:
A Semantic-Based Approach for Landscape Identification. 119-136 - Jean-Christophe Dubois, Laetitia Gros, Mouloud Kharoune, Yolande Le Gall, Arnaud Martin, Zoltan Miklos et al.:
Measuring the Expertise of Workers for Crowdsourcing Applications. 139-157 - Benjamin Costé, Cyril Ray, Gouenou Coatrieux:
Trust Assessment for the Security of Information Systems. 159-181
Conférences Invitées EGC 2019
- Frank van Harmelen (Président d’honneur)
Combining learning and reasoning: new challenges for knowledge graphs - Ioana Manolescu
Computational fact-checking: state of the art, challenges, and perspectives - Krishna P. Gummadi
Foundations for Fair Algorithmic Decision Making - Roberto Di Cosmo
Software Heritage: que faire avec tout le code source du monde?
Actes Conférence EGC 2019
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