Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2013 Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD, Golden Coast, QLD, Australia, Revised Selected Papers

This book constitutes the refereed proceedings at PAKDD Workshops 2013, affiliated with the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) held in Gold Coast, Australia in April 2013.
The 47 revised full papers presented were carefully reviewed and selected from 92 submissions. The workshops affiliated with PAKDD 2013 include: Data Mining Applications in Industry and Government (DMApps), Data Analytics for Targeted Healthcare (DANTH), Quality Issues, Measures of Interestingness and Evaluation of Data Mining Models (QIMIE), Biologically Inspired Techniques for Data Mining (BDM), Constraint Discovery and Application (CDA), Cloud Service Discovery (CloudSD).

Table des matières

Data Mining Applications in Industry and Government.- Data Analytics for Targeted Healthcare.- Quality Issues, Measures of Interestingness and Evaluation of Data Mining Models.- Biological Inspired Techniques for Data Mining.- Constraint Discovery and Cloud Service Discovery.

A propos de l'auteur

Jian Pei is Associate Professor of Computing Science and the director of Collaborative Research and Industry Relations at the School of Computing Science at Simon Fraser University, Canada. In 2002-2004, he was an Assistant Professor of Computer Science and Engineering at the State University of New York (SUNY) at Buffalo. He received a Ph.D. degree in Computing Science from Simon Fraser University in 2002, under Dr. Jiawei Han's supervision.

Résumé

This book constitutes the refereed proceedings at PAKDD Workshops 2013, affiliated with the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) held in Gold Coast, Australia in April 2013.
The 47 revised full papers presented were carefully reviewed and selected from 92 submissions. The workshops affiliated with PAKDD 2013 include: Data Mining Applications in Industry and Government (DMApps), Data Analytics for Targeted Healthcare (DANTH), Quality Issues, Measures of Interestingness and Evaluation of Data Mining Models (QIMIE), Biologically Inspired Techniques for Data Mining (BDM), Constraint Discovery and Application (CDA), Cloud Service Discovery (CloudSD).

Détails du produit

• Collaboration: Longbin Cao (Editeur), Longbing Cao (Editeur), Jiuyong Li (Editeur), Bo Liu (Editeur), Jian Pei (Editeur), Pei Jian (Editeur), Kay Chen Tan (Editeur), Vincent S. Tseng (Editeur), Can Wang (Editeur), Can Wang et al (Editeur)
• Edition: Springer, Berlin
• Langues: Anglais
• Format d'édition: Livre de poche
• Sortie: 09.08.2013
• EAN: 9783642403187
• ISBN: 978-3-642-40318-7
• Pages: 556
• Dimensions: 151 mm x 236 mm x 31 mm
• Poids: 862 g
• Illustrations: XVIII, 556 p. 152 illus.
• Thèmes: Lecture Notes in Computer Science; Lecture Notes in Artificial Intelligence; Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence; Lecture Notes in Computer Science; Lecture Notes in Artificial Intelligence
• Catégories: Sciences naturelles, médecine, informatique, technique > Informatique, ordinateurs > Informatique; C, Data Mining, Artificial Intelligence, Data Warehousing, computer science, Information Retrieval, Information Systems Applications (incl. Internet), Information Systems Applications (incl.Internet), Health Informatics, Application software, Data Mining and Knowledge Discovery, Health & safety aspects of IT, Internet searching, Expert systems / knowledge-based systems, Information Storage and Retrieval