Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9208)
Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)
Included in the following conference series:
Conference proceedings info: ICDS 2015.
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About this book
This book constitutes the refereed proceedings of the Second International Conference on Data Science, ICDS 2015, held in Sydney, Australia, during August 8-9, 2015.
The 19 revised full papers and 5 short papers presented were carefully reviewed and selected from 31 submissions. The papers focus on the following topics: mathematical issues in data science; big data issues and applications; data quality and data preparation; data-driven scientific research; evaluation and measurement in data service; big data mining and knowledge management; case study of data science; social impacts of data science.
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Keywords
- Active learning
- Big data
- Frequent patterns
- Large-scale social networks
- Social networks
- Data science
- Fast algorithm
- Fuzzy numbers
- GPS trajectory data mining
- Hadoop
- Hard clustering
- Item detection
- Lattice theory
- Markov chains
- Multi-dimensional classification
- Multi-view learning
- Pairwise constraint
- Personalized recommendation
- Remote sensing
- Sequential pattern mining
Table of contents (25 papers)
Other volumes
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Data Science
Editors and Affiliations
Bibliographic Information
Book Title: Data Science
Book Subtitle: Second International Conference, ICDS 2015, Sydney, Australia, August 8-9, 2015, Proceedings
Editors: Chengqi Zhang, Wei Huang, Yong Shi, Philip S. Yu, Yangyong Zhu, Yingjie Tian, Peng Zhang, … Jing He
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-24474-7
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Softcover ISBN: 978-3-319-24473-0Published: 12 September 2015
eBook ISBN: 978-3-319-24474-7Published: 29 October 2015
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: X, 194
Number of Illustrations: 60 illustrations in colour
Topics: Database Management, Information Storage and Retrieval, Information Systems Applications (incl. Internet), Pattern Recognition, Computer Communication Networks, Software Engineering
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