Discovery science : 20th International Conference, DS 2017, Kyoto, Japan, October 15-17, 2017, Proceedings
- Responsibility
- Akihiro Yamamoto, Takuya Kida, Takeaki Uno, Tetsuji Kuboyama (eds.).
- Digital
- text file
- Publication
- Cham, Switzerland : Springer, 2017.
- Physical description
- 1 online resource (xv, 357 pages) : illustrations
- Series
- Lecture notes in computer science ; 10558. 0302-9743
- Lecture notes in computer science. Lecture notes in artificial intelligence.
- LNCS sublibrary. SL 7, Artificial intelligence.
Online
Available online
More options
Description
Creators/Contributors
- Meeting
- International Conference on Discovery Science (20th : 2017 : Kyoto, Japan)
- Contributor
- Yamamoto, Akihiro, 1960- editor.
- Kida, Takuya, editor.
- Uno, Takeaki, editor.
- Kuboyama, Tetsuji, editor.
Contents/Summary
- Contents
-
- Machine learning: online learning, regression, label classification, deep learning, feature selection, recommendation system.- Knowledge discovery: recommendation system, community detection, pattern mining, misc.
- (source: Nielsen Book Data)
- Publisher's summary
-
This book constitutes the proceedings of the 20th International Conference on Discovery Science, DS 2017, held in Kyoto, Japan, in October 2017, co-located with the International Conference on Algorithmic Learning Theory, ALT 2017. The 18 revised full papers presented together with 6 short papers and 2 invited talks in this volume were carefully reviewed and selected from 42 submissions. The scope of the conference includes the development and analysis of methods for discovering scientific knowledge, coming from machine learning, data mining, intelligent data analysis, big data analysis as well as their application in various scientific domains. The papers are organized in topical sections on machine learning: online learning, regression, label classification, deep learning, feature selection, recommendation system; and knowledge discovery: recommendation system, community detection, pattern mining, misc.
(source: Nielsen Book Data)
Subjects
- Subjects
- Science > Philosophy > Congresses.
- Discoveries in science > Congresses.
- Research > Automation > Congresses.
- Machine learning > Congresses.
- Data mining > Congresses.
- Data mining.
- Information retrieval.
- Society & social sciences.
- Artificial intelligence.
- Computers > Database Management > Data Mining.
- Computers > Information Technology.
- Computers > Data Processing.
- Computers > Intelligence (AI) & Semantics.
- Discoveries in science.
- Machine learning.
- Research > Automation.
- Science > Philosophy.
Bibliographic information
- Publication date
- 2017
- Title variation
- DS 2017
- Series
- Lecture notes in computer science, 0302-9743 ; 10558
- Lecture notes in artificial intelligence
- LNCS sublibrary. SL 7, Artificial intelligence
- Note
- International conference proceedings.
- Includes author index.
- ISBN
- 9783319677866 (electronic bk.)
- 3319677861 (electronic bk.)
- 9783319677859 (print)
- 3319677853
- DOI
- 10.1007/978-3-319-67786-6
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