The aim of this book is to gather the most recent works that address issues related to the concept of mining complex data. The whole knowledge discovery process being involved, our goal is to provide researchers dealing with each step of this process by key entries. Actually, managing complex data within the KDD process implies to work on every step, starting from the pre-processing (e.g. structuring and organizing) to the visualization and interpretation (e.g. sorting or filtering) of the results, via the data mining methods themselves (e.g. classification, clustering, frequent patterns...
The aim of this book is to gather the most recent works that address issues related to the concept of mining complex data. The whole knowledge disc...
Fabrice Guillet Gilbert Ritschard Djamel A. Zighed
Includes five papers concerned by various aspects of supervised learning or information retrieval. This title also includes two papers on data streaming and two on security and the last four papers are concerned with ontologies and semantic.
Includes five papers concerned by various aspects of supervised learning or information retrieval. This title also includes two papers on data streami...
Fabrice Guillet Gilbert Ritschard Djamel A. Zighed
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 Discovery, Business Intelligence, Knowledge Engineering and SemanticWeb. The recent and novel research contributions collected in this book are extended and reworked versions of a selection of the best papers that were originally presented in French at the EGC 2009 Conference held in Strasbourg, France on...
During the last decade, the French-speaking scientific community developed a very strong research activity in the field of Knowledge Discovery and Man...
