Challenges at the Interface of Data Analysis, Computer Science, and Optimization
Proceedings of the 34th Annual Conference of the Gesellschaft für Klassifikation e. V., Karlsruhe, July 21 - 23, 2010
Editors: Gaul, W., Geyer-Schulz, A., Schmidt-Thieme, L., Kunze, J. (Eds.)
Free Preview- Focus on the interface between data analysis, computer science, and operations research
- Cutting edge methods and results for many advanced data analysis problems
- Covers traditional research directions as well as wide area of currently interesting application fields
Buy this book
- About this book
-
This volume provides approaches and solutions to challenges occurring at the interface of research fields such as data analysis, computer science, operations research, and statistics. It includes theoretically oriented contributions as well as papers from various application areas, where knowledge from different research directions is needed to find the best possible interpretation of data for the underlying problem situations. Beside traditional classification research, the book focuses on current interests in fields such as the analysis of social relationships as well as statistical musicology.
- Table of contents (41 chapters)
-
-
Fuzzification of Agglomerative Hierarchical Crisp Clustering Algorithms
Pages 3-11
-
An EM Algorithm for the Student-t Cluster-Weighted Modeling
Pages 13-21
-
Analysis of Distribution Valued Dissimilarity Data
Pages 23-28
-
An Overall Index for Comparing Hierarchical Clusterings
Pages 29-36
-
An Accelerated K-Means Algorithm Based on Adaptive Distances
Pages 37-47
-
Table of contents (41 chapters)
- Download Preface 1 PDF (64.3 KB)
- Download Sample pages 1 PDF (172.8 KB)
- Download Table of contents PDF (71 KB)
Buy this book
Services for this Book
Recommended for you
Bibliographic Information
- Bibliographic Information
-
- Book Title
- Challenges at the Interface of Data Analysis, Computer Science, and Optimization
- Book Subtitle
- Proceedings of the 34th Annual Conference of the Gesellschaft für Klassifikation e. V., Karlsruhe, July 21 - 23, 2010
- Editors
-
- Wolfgang Gaul
- Andreas Geyer-Schulz
- Lars Schmidt-Thieme
- Jonas Kunze
- Series Title
- Studies in Classification, Data Analysis, and Knowledge Organization
- Copyright
- 2012
- Publisher
- Springer-Verlag Berlin Heidelberg
- Copyright Holder
- Springer-Verlag Berlin Heidelberg
- eBook ISBN
- 978-3-642-24466-7
- DOI
- 10.1007/978-3-642-24466-7
- Softcover ISBN
- 978-3-642-24465-0
- Series ISSN
- 1431-8814
- Edition Number
- 1
- Number of Pages
- XIV, 598
- Number of Illustrations
- 163 b/w illustrations
- Topics
