Advances in Knowledge Discovery and Data Mining
22nd Pacific-Asia Conference, PAKDD 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part II
Editors: Phung, D., Tseng, V., Webb, G.I., Ho, B., Ganji, M., Rashidi, L. (Eds.)
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- About this book
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This three-volume set, LNAI 10937, 10938, and 10939, constitutes the thoroughly refereed proceedings of the 22nd Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2018, held in Melbourne, VIC, Australia, in June 2018.
The 164 full papers were carefully reviewed and selected from 592 submissions. The volumes present papers focusing on new ideas, original research results and practical development experiences from all KDD related areas, including data mining, data warehousing, machine learning, artificial intelligence, databases, statistics, knowledge engineering, visualization, decision-making systems and the emerging applications.
- Table of contents (46 chapters)
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Probabilistic Topic and Role Model for Information Diffusion in Social Network
Pages 3-15
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Topic-Sensitive Influential Paper Discovery in Citation Network
Pages 16-28
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Course-Specific Markovian Models for Grade Prediction
Pages 29-41
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A Temporal Topic Model for Noisy Mediums
Pages 42-53
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A CRF-Based Stacking Model with Meta-features for Named Entity Recognition
Pages 54-66
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Table of contents (46 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Advances in Knowledge Discovery and Data Mining
- Book Subtitle
- 22nd Pacific-Asia Conference, PAKDD 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part II
- Editors
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- Dinh Phung
- Vincent Tseng
- Geoffrey I. Webb
- Bao Ho
- Mohadeseh Ganji
- Lida Rashidi
- Series Title
- Lecture Notes in Artificial Intelligence
- Series Volume
- 10938
- Copyright
- 2018
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing AG, part of Springer Nature
- eBook ISBN
- 978-3-319-93037-4
- DOI
- 10.1007/978-3-319-93037-4
- Softcover ISBN
- 978-3-319-93036-7
- Edition Number
- 1
- Number of Pages
- XXVII, 603
- Number of Illustrations
- 145 b/w illustrations
- Topics
