书目名称 | Partially Supervised Learning |
副标题 | Second IAPR Internat |
编辑 | Zhi-Hua Zhou,Friedhelm Schwenker |
视频video | |
概述 | Proceedings of the International Workshop on Partially Supervised Learning, PSL 2013.Includes supplementary material: |
丛书名称 | Lecture Notes in Computer Science |
图书封面 |  |
描述 | This book constitutes the thoroughly refereed revised selected papers from the Second IAPR International Workshop, PSL 2013, held in Nanjing, China, in May 2013. The 10 papers included in this volume were carefully reviewed and selected from 26 submissions. Partially supervised learning is a rapidly evolving area of machine learning. It generalizes many kinds of learning paradigms including supervised and unsupervised learning, semi-supervised learning for classification and regression, transductive learning, semi-supervised clustering, multi-instance learning, weak label learning, policy learning in partially observable environments, etc. |
出版日期 | Conference proceedings 2013 |
关键词 | anomaly detection; emotion recognition; fuzzy clustering; machine learning; pattern recognition |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-642-40705-5 |
isbn_softcover | 978-3-642-40704-8 |
isbn_ebook | 978-3-642-40705-5Series ISSN 0302-9743 Series E-ISSN 1611-3349 |
issn_series | 0302-9743 |
copyright | Springer-Verlag Berlin Heidelberg 2013 |