| 书目名称 | From Statistics to Neural Networks | | 副标题 | Theory and Pattern R | | 编辑 | Vladimir Cherkassky,Jerome H. Friedman,Harry Wechs | | 视频video | | | 丛书名称 | NATO ASI Subseries F: | | 图书封面 |  | | 描述 | The NATO Advanced Study Institute From Statistics to Neural Networks, Theory and Pattern Recognition Applications took place in Les Arcs, Bourg Saint Maurice, France, from June 21 through July 2, 1993. The meeting brought to gether over 100 participants (including 19 invited lecturers) from 20 countries. The invited lecturers whose contributions appear in this volume are: L. Almeida (INESC, Portugal), G. Carpenter (Boston, USA), V. Cherkassky (Minnesota, USA), F. Fogelman Soulie (LRI, France), W. Freeman (Berkeley, USA), J. Friedman (Stanford, USA), F. Girosi (MIT, USA and IRST, Italy), S. Grossberg (Boston, USA), T. Hastie (AT&T, USA), J. Kittler (Surrey, UK), R. Lippmann (MIT Lincoln Lab, USA), J. Moody (OGI, USA), G. Palm (U1m, Germany), B. Ripley (Oxford, UK), R. Tibshirani (Toronto, Canada), H. Wechsler (GMU, USA), C. Wellekens (Eurecom, France) and H. White (San Diego, USA). The ASI consisted of lectures overviewing major aspects of statistical and neural network learning, their links to biological learning and non-linear dynamics (chaos), and real-life examples of pattern recognition applications. As a result of lively interactions between the participants, the following to | | 出版日期 | Conference proceedings 1994 | | 关键词 | Classification; Generalisierung; Generalization; Machine Learning; Maschinelles Lernen; Neural Networks; N | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-642-79119-2 | | isbn_softcover | 978-3-642-79121-5 | | isbn_ebook | 978-3-642-79119-2Series ISSN 0258-1248 | | issn_series | 0258-1248 | | copyright | Springer-Verlag Berlin Heidelberg 1994 |
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