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Graph-based semi-supervised learning /

While labeled data is expensive to prepare, ever increasing amounts of unlabeled data is becoming widely available. In order to adapt to this phenomenon, several semi-supervised learning (SSL) algorithms, which learn from labeled as well as unlabeled data, have been developed. In a separate line of...

詳細記述

書誌詳細
主要な著者: Subramanya, Amarnag (著者), Talukdar, Partha Pratim (著者)
フォーマット: eBook
言語:English
出版事項: San Rafael, California (1537 Fourth Street, San Rafael, CA 94901 USA) : Morgan & Claypool, 2014.
シリーズ:Synthesis digital library of engineering and computer science.
Synthesis lectures on artificial intelligence and machine learning ; # 29.
主題:
オンライン・アクセス:Abstract with links to full text