Discovery Science
17th International Conference, DS 2014, Bled, Slovenia, October 8-10, 2014, Proceedings
Editors: Džeroski, S., Panov, P., Kocev, D., Todorovski, L. (Eds.)
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- About this book
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This book constitutes the proceedings of the 17th International Conference on Discovery Science, DS 2014, held in Bled, Slovenia, in October 2014. The 30 full papers included in this volume were carefully reviewed and selected from 62 submissions. The papers cover topics such as: computational scientific discovery; data mining and knowledge discovery; machine learning and statistical methods; computational creativity; mining scientific data; data and knowledge visualization; knowledge discovery from scientific literature; mining text, unstructured and multimedia data; mining structured and relational data; mining temporal and spatial data; mining data streams; network analysis; discovery informatics; discovery and experimental workflows; knowledge capture and scientific ontologies; data and knowledge integration; logic and philosophy of scientific discovery; and applications of computational methods in various scientific domains.
- Table of contents (31 chapters)
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Explaining Mixture Models through Semantic Pattern Mining and Banded Matrix Visualization
Pages 1-12
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Big Data Analysis of StockTwits to Predict Sentiments in the Stock Market
Pages 13-24
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Synthetic Sequence Generator for Recommender Systems – Memory Biased Random Walk on a Sequence Multilayer Network
Pages 25-36
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Predicting Sepsis Severity from Limited Temporal Observations
Pages 37-48
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Completion Time and Next Activity Prediction of Processes Using Sequential Pattern Mining
Pages 49-61
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Table of contents (31 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Discovery Science
- Book Subtitle
- 17th International Conference, DS 2014, Bled, Slovenia, October 8-10, 2014, Proceedings
- Editors
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- Sašo Džeroski
- Panče Panov
- Dragi Kocev
- Ljupčo Todorovski
- Series Title
- Lecture Notes in Artificial Intelligence
- Series Volume
- 8777
- Copyright
- 2014
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing Switzerland
- eBook ISBN
- 978-3-319-11812-3
- DOI
- 10.1007/978-3-319-11812-3
- Softcover ISBN
- 978-3-319-11811-6
- Edition Number
- 1
- Number of Pages
- XXII, 364
- Number of Illustrations
- 111 b/w illustrations
- Topics
