Synchronization on Data Mining: A Universal Concept for Knowledge Discovery - Couverture souple

Shao, Junming

 
9783846582527: Synchronization on Data Mining: A Universal Concept for Knowledge Discovery
Couverture souple
ISBN 10 : 3846582522 ISBN 13 : 9783846582527
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

Advances of modern technologies produce huge amounts of data in various fields, increasing the need for efficient and effective data mining tools to uncover the information contained implicitly in the data. This book mainly aims to introduce innovative and solid algorithms for data mining from a novel perspective: synchronization. Synchronization, a ubiquitous phenomenon in nature that a group of events spontaneously come into co-occurrence with a common rhythm through mutual interactions. The mechanism of synchronization allows controlling of complex processes by simple operations based on interactions between objects. The first main part of this book focuses on the innovative algorithms for data mining. Inspired by the concept of synchronization, this book presents several data mining algorithms and shows their desirable properities inherited from the principle of synchronization. Not only the theory research on novel data mining algorithms, the second main part of the book focuses on the data mining applications, especially for brain network analysis.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Advances of modern technologies produce huge amounts of data in various fields, increasing the need for efficient and effective data mining tools to uncover the information contained implicitly in the data. This book mainly aims to introduce innovative and solid algorithms for data mining from a novel perspective: synchronization. Synchronization, a ubiquitous phenomenon in nature that a group of events spontaneously come into co-occurrence with a common rhythm through mutual interactions. The mechanism of synchronization allows controlling of complex processes by simple operations based on interactions between objects. The first main part of this book focuses on the innovative algorithms for data mining. Inspired by the concept of synchronization, this book presents several data mining algorithms and shows their desirable properities inherited from the principle of synchronization. Not only the theory research on novel data mining algorithms, the second main part of the book focuses on the data mining applications, especially for brain network analysis.

Biographie de l'auteur

Junming Shao received his PhD with highest honner at the University of Munich (Ludwig-Maximilians-Universität München) in 2011. His research focuses on data mining and related interdisciplinary work. He contributed to many papers on top data mining conferences and leading journals such as SIGKDD, ICDM, SDM, TKDE, two of which won "Best Paper Award"

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2012
Langue
anglais
ISBN 10 
3846582522
ISBN 13 
9783846582527
Reliure
Broché
Nombre de pages
324
Coordonnées du fabricant
non disponible
Personne responsable
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