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Computational ecology : artificial neural networks and their applications / WenJun Zhang.
- Format:
- Book
- Author/Creator:
- Zhang, Wenjun.
- Language:
- English
- Subjects (All):
- Ecology--Data processing.
- Ecology.
- Ecology--Mathematical models.
- Neural networks (Computer science).
- Physical Description:
- 1 online resource (312 p.)
- Edition:
- 1st ed.
- Place of Publication:
- Hackensack, N.J. : World Scientific, 2010.
- Language Note:
- English
- Summary:
- Due to the complexity and non-linearity of most ecological problems, artificial neural networks (ANNs) have attracted attention from ecologists and environmental scientists in recent years. As these networks are increasingly being used in ecology for modeling, simulation, function approximation, prediction, classification and data mining, this unique and self-contained book will be the first comprehensive treatment of this subject, by providing readers with overall and in-depth knowledge on algorithms, programs, and applications of ANNs in ecology. Moreover, a new area of ecology, i.e., comput
- Contents:
- pt. 1. Artificial neural networks : principles, theories and algorithms
- pt. 2. Applications of artificial neural networks in ecology.
- Notes:
- Description based upon print version of record.
- Includes bibliographical references and index.
- ISBN:
- 9786613143853
- 9781283143851
- 1283143852
- 9789814282635
- 9814282634
- OCLC:
- 738438551
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