| 書目名稱 | From Statistics to Neural Networks | | 副標(biāo)題 | Theory and Pattern R | | 編輯 | Vladimir Cherkassky,Jerome H. Friedman,Harry Wechs | | 視頻video | http://file.papertrans.cn/349/348956/348956.mp4 | | 叢書名稱 | NATO ASI Subseries F: | | 圖書封面 |  | | 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 | | 關(guān)鍵詞 | 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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