| 书目名称 | Neural Nets: Applications in Geography | | 编辑 | Bruce C. Hewitson,Robert G. Crane | | 视频video | | | 丛书名称 | GeoJournal Library | | 图书封面 |  | | 描述 | Neural nets offer a fascinating new strategy for spatialanalysis, and their application holds enormous potential for thegeographic sciences. However, the number of studies that have utilizedthese techniques is limited. This lack of interest can be attributed,in part, to lack of exposure, to the use of extensive and oftenconfusing jargon, and to the misapprehension that, without anunderlying statistical model, the explanatory power of the neural netis very low..Neural Nets: Applications for Geography. attacksall three issues; the text demonstrates a wide variety of neural netapplications in geography in a simple manner, with minimal jargon..The volume presents an introduction to neural nets that describes someof the basic concepts, as well as providing a more mathematicaltreatise for those wishing further details on neural net architecture.The bulk of the text, however, is devoted to descriptions of neuralnet applications in such broad-ranging fields as census analysis,predicting the spread of AIDS, describing synoptic controls onmountain snowfall, examining the relationships between atmosphericcirculation and tropical rainfall, and the remote sensing of polarcloud and sea ice chara | | 出版日期 | Book 1994 | | 关键词 | Census; cluster analysis; networks; remote sensing; satellite | | 版次 | 1 | | doi | https://doi.org/10.1007/978-94-011-1122-5 | | isbn_softcover | 978-94-010-4490-5 | | isbn_ebook | 978-94-011-1122-5Series ISSN 0924-5499 Series E-ISSN 2215-0072 | | issn_series | 0924-5499 | | copyright | Springer Science+Business Media Dordrecht 1994 |
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发表于 2025-3-21 17:26:16
