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- Kamishima Toshihiro
- 産業技術総合研究所
Bibliographic Information
- Other Title
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- 変わりゆく機械学習と変わらない機械学習
- 人工知能と物理学 変わりゆく機械学習と変わらない機械学習
- ジンコウ チノウ ト ブツリガク カワリユク キカイ ガクシュウ ト カワラナイ キカイ ガクシュウ
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Abstract
<p>This article introduces the recent changes of machine learning and the unchangeable principles of machine learning. First, after showing the definition of machine learning (ML), we describe the research area of ML. We overview these sub-areas from the viewpoints of validity, effectiveness, and efficiency. Then, as a changing part of ML, we briefly show the recent progress of ML. And, we describe three basic principles of ML. Finally, we show the difficulty of using ML techniques, and examples of application of the ML techniques to the natural science area.</p>
Journal
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- Butsuri
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Butsuri 74 (1), 5-13, 2019-01-05
The Physical Society of Japan
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Details 詳細情報について
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- CRID
- 1390845713083252992
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- NII Article ID
- 130007677284
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- NII Book ID
- AN00196952
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- ISSN
- 24238872
- 00290181
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- NDL BIB ID
- 029416703
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- Text Lang
- ja
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- Data Source
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- JaLC
- NDL
- CiNii Articles
- KAKEN
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- Abstract License Flag
- Disallowed