Catégorie : Publications

Advances in Knowledge Discovery and Management Vol. 10 (AKDM-10)

Editors: R. Jaziri, A. Martin, A. Cornuéjols, E. Cuvelier, F. Guillet

A refereed Book of Chapters: post proceedings of EGC 2020.

Rakia Jaziri, Arnaud Martin, Marie-Christine Rousset, Lydia Boudjelou-Assala, Fabrice Guillet (Eds.)

« Advances In Knowledge Discovery and Management, Volume 9 »,
Series: Studies in Computational Intelligence,
Vol. 1004, 2022, Springer.
ISBN: 978-3-030-90287-2, DOI: 10.1007/978-3-030-90287-2.

About this book

Table des matières

• Leila Moudjari, Karima Akli-Astouati:
  Construction and Exploitation of an Algerian Corpus for Opinion and Emotion Analysis. 3-23
• Cédric Lopez, Melissa Mekaoui, Kevin Aubry, Guillaume Tisserant, Hani Guenoune, Mathieu Dodard et al.:
  Recursive Named Entity Recognition. 25-45
• Lucas Foulon, Christophe Rigotti, Serge Fenet, Denis Jouvin:
  Anomaly Detection Based on Sequence Indexation and CFOF Score Approximation 47-61
• Robin Allesiardo, Christophe Sauldubois, Fabrice Depaulis, Nicolas Bulteau, Frédéric Chantrel, Erwan Pigneul:
  A Practical Approach to Intelligent Spoken Dialogue for Third-Party Applications on Home Devices with Linear Bandits. 65-76
• Rokia Missaoui, Abir Messaoudi, Mohamed Hamza Ibrahim, Talel Abdessalem:
  Detecting Communities in Complex Networks Using Formal Concept Analysis. 77-105
• Yassine Ramdane, Nadia Kabachi, Omar Boussaid, Fadila Bentayeb:
  A Data Mining Approach to Guide the Physical Design of Distributed Big Data Warehouses. 107-125
• Sylvie Guillaume, Didier Macheboeuf:
  Association Rule Mining to Shortlist Plant Phenolic Compounds Likely to Decrease Methane Emissions by Ruminants. 129-158
• Jules Leguy, Thomas Cauchy, Béatrice Duval, Benoit Da Mota:
  Predicting Interatomic Distances of Molecular Quantum Chemistry Calculations. 159-174
• Amirouche Ouzerdine, Agnès Braud, Xavier Dolques, Marianne Huchard, Florence Le Ber:
  Adjusting the Exploration Flow in Relational Concept Analysis. 175-198

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

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