𝔖 Scriptorium
✦   LIBER   ✦
📁

Advances in Knowledge Discovery and Management: Volume 8

✍ Scribed by Bruno Pinaud, Fabrice Guillet, Fabien Gandon, Christine Largeron

Publisher
Springer International Publishing
Year
2019
Tongue
English
Leaves
193
Series
Studies in Computational Intelligence 834
Edition
1st ed.
Category
Library
⬇  Acquire This Volume

No coin nor oath required. For personal study only.

✦ Synopsis

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 of Contents

Front Matter ....Pages i-xviii
Front Matter ....Pages 1-1
Model Based Co-clustering of Mixed Numerical and Binary Data (Aichetou Bouchareb, Marc Boullé, Fabrice Clérot, Fabrice Rossi)....Pages 3-22
Co-clustering Based Exploratory Analysis of Mixed-Type Data Tables (Aichetou Bouchareb, Marc Boullé, Fabrice Clérot, Fabrice Rossi)....Pages 23-41
Front Matter ....Pages 43-43
Automatically Selecting Complementary Vector Representations for Semantic Textual Similarity (Julien Hay, Tim Van de Cruys, Philippe Muller, Bich-Liên Doan, Fabrice Popineau, Ouassim Ait-Elhara)....Pages 45-60
Detecting Sections and Entities in Court Decisions Using HMM and CRF Graphical Models (Gildas Tagny Ngompé, Sébastien Harispe, Guillaume Zambrano, Jacky Montmain, Stéphane Mussard)....Pages 61-86
Front Matter ....Pages 87-87
Discriminant Chronicle Mining (Yann Dauxais, David Gross-Amblard, Thomas Guyet, André Happe)....Pages 89-118
A Semantic-Based Approach for Landscape Identification (Anne Toulet, Emmanuel Roux, Anne-Élisabeth Laques, Éric Delaître, Laurent Demagistri, Isabelle Mougenot)....Pages 119-136
Front Matter ....Pages 137-137
Measuring the Expertise of Workers for Crowdsourcing Applications (Jean-Christophe Dubois, Laetitia Gros, Mouloud Kharoune, Yolande Le Gall, Arnaud Martin, Zoltan Miklos et al.)....Pages 139-157
Trust Assessment for the Security of Information Systems (Benjamin Costé, Cyril Ray, Gouenou Coatrieux)....Pages 159-181
Back Matter ....Pages 183-183

✦ Subjects

Engineering; Computational Intelligence

📜 SIMILAR VOLUMES

Advances in Knowledge Discovery and Mana
📁 Advances in Knowledge Discovery and Management: Volume 2
✍ Rosine Cicchetti, Lotfi Lakhal, Sébastien Nedjar (auth.), Fabrice Guillet, Gilbe 📂 Library 📅 2012 🏛 Springer-Verlag Berlin Heidelberg 🌐 English

<p><p>During the last decade, Knowledge Discovery and Management (KDM or, in French, EGC for Extraction et Gestion des connaissances) has been an intensive and fruitful research topic in the French-speaking scientific community. In 2003, this enthusiasm for KDM led to the foundation of a specific Fr

Advances in Knowledge Discovery and Mana
📁 Advances in Knowledge Discovery and Management: Volume 4
✍ François Queyroi (auth.), Fabrice Guillet, Bruno Pinaud, Gilles Venturini, Djame 📂 Library 📅 2014 🏛 Springer International Publishing 🌐 English

<p><p>This book is a collection of representative and novel works done in Data Mining, Knowledge Discovery, Clustering and Classification that were originally presented in French at the EGC'2012 Conference held in Bordeaux, France, on January 2012. This conference was the 12th edition of this event,

Advances in Knowledge Discovery and Mana
📁 Advances in Knowledge Discovery and Management: Volume 7
✍ Bruno Pinaud, Fabrice Guillet, Bruno Cremilleux, Cyril de Runz (eds.) 📂 Library 📅 2018 🏛 Springer International Publishing 🌐 English

<p><p>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 field

Advances in Knowledge Discovery and Mana
📁 Advances in Knowledge Discovery and Management: Volume 5
✍ Fabrice Guillet, Bruno Pinaud, Gilles Venturini, Djamel Abdelkader Zighed (eds.) 📂 Library 📅 2016 🏛 Springer International Publishing 🌐 English

<p><p>This book is a collection of representative and novel works done in Data Mining, Knowledge Discovery, Clustering and Classification that were originally presented in French at the EGC'2013 (Toulouse, France, January 2013) and EGC'2014 Conferences (Rennes, France, January 2014). These conferenc

Advances in Knowledge Discovery and Mana
📁 Advances in Knowledge Discovery and Management: Volume 6
✍ Fabrice Guillet, Bruno Pinaud, Gilles Venturini (eds.) 📂 Library 📅 2017 🏛 Springer International Publishing 🌐 English

<p>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

Advances in Knowledge Discovery and Mana
📁 Advances in Knowledge Discovery and Management
✍ Matthias Studer, Gilbert Ritschard, Alexis Gabadinho, Nicolas S. Müller (auth.), 📂 Library 📅 2010 🏛 Springer-Verlag Berlin Heidelberg 🌐 English

<p>During the last decade, the French-speaking scientific community developed a very strong research activity in the field of Knowledge Discovery and Management (KDM or EGC for “Extraction et Gestion des Connaissances” in French), which is concerned with, among others, Data Mining, Knowledge Discove