Overview
- Up-to-date results
- Fast track conference proceedings
- State-of-the-art report
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9165)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: ICDM 2015.
Access this book
Tax calculation will be finalised at checkout
Other ways to access
About this book
This book constitutes the refereed proceedings of the 15th Industrial Conference on Advances in Data Mining, ICDM 2015, held in Hamburg, Germany, in July 2015.
The 16 revised full papers presented were carefully reviewed and selected from numerous submissions. The topics range from theoretical aspects of data mining to applications of data mining, such as in multimedia data, in marketing, in medicine and agriculture, and in process control, industry and society.
Similar content being viewed by others
Keywords
- Anomaly detection
- Bioinformatics
- Business intelligence
- Classification algorithms
- Clustering
- Data mining
- Data quality
- Decision making
- Feature selection
- Gene expression
- Information retrieval
- Machine learning
- Multiple regression
- Parallel algorithms
- Pathway analysis
- Recommender systems
- Self-organizing maps
- Similarity measures
- Support vector machines
- Topic model
Table of contents (19 papers)
-
Front Matter
-
Business Intelligence and Customer Relationship Management
-
Front Matter
-
-
Data Mining in Medicine and System Biology
-
Front Matter
-
-
Text and Document Mining
-
Front Matter
-
Other volumes
-
Advances in Data Mining: Applications and Theoretical Aspects
Editors and Affiliations
Bibliographic Information
Book Title: Advances in Data Mining: Applications and Theoretical Aspects
Book Subtitle: 15th Industrial Conference, ICDM 2015, Hamburg, Germany, July 11–24, 2015. Proceedings
Editors: Petra Perner
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-20910-4
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Softcover ISBN: 978-3-319-20909-8Published: 01 July 2015
eBook ISBN: 978-3-319-20910-4Published: 19 June 2015
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: X, 279
Number of Illustrations: 65 b/w illustrations
Topics: Artificial Intelligence, Natural Language Processing (NLP), Information Systems Applications (incl. Internet), Information Storage and Retrieval, Computation by Abstract Devices, Data Mining and Knowledge Discovery