| 书目名称 | Partially Supervised Learning |
| 副标题 | First IAPR TC3 Works |
| 编辑 | Friedhelm Schwenker,Edmondo Trentin |
| 视频video | |
| 概述 | Up-to-date results.Fast-track conference proceedings.State-of-the-art research |
| 丛书名称 | Lecture Notes in Computer Science |
| 图书封面 |  |
| 描述 | This book constitutes thoroughly refereed revised selected papers from the First IAPR TC3 Workshop on Partially Supervised Learning, PSL 2011, held in Ulm, Germany, in September 2011. The 14 papers presented in this volume were carefully reviewed and selected for inclusion in the book, which also includes 3 invited talks. PSL 2011 dealt with methodological issues as well as real-world applications of PSL. The main methodological issues were: combination of supervised and unsupervised learning; diffusion learning; semi-supervised classification, regression, and clustering; learning with deep architectures; active learning; PSL with vague, fuzzy, or uncertain teaching signals; learning, or statistical pattern recognition; and PSL in cognitive systems. Applications of PSL included: image and signal processing; multi-modal information processing; sensor/information fusion; human computer interaction; data mining and Web mining; forensic anthropology; and bioinformatics. |
| 出版日期 | Conference proceedings 2012 |
| 关键词 | Web application; higher education; neural networks; pattern recognition; self organizing maps; algorithm |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-642-28258-4 |
| isbn_softcover | 978-3-642-28257-7 |
| isbn_ebook | 978-3-642-28258-4Series ISSN 0302-9743 Series E-ISSN 1611-3349 |
| issn_series | 0302-9743 |
| copyright | Springer-Verlag GmbH Berlin Heidelberg 2012 |
发表于 2025-3-21 17:47:22
