عنوان
پدید آورنده
موضوع
رده
QH540.8 E358 1999
QH540
.
8
E358
1999
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1461374138
(Number (ISBN
1461552893
(Number (ISBN
9781461374138
(Number (ISBN
9781461552895
NATIONAL BIBLIOGRAPHY NUMBER
Number
b548358
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Machine Learning Methods for Ecological Applications
General Material Designation
[Book]
First Statement of Responsibility
edited by Alan H. Fielding.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Boston, MA
Name of Publisher, Distributor, etc.
Springer US : Imprint : Springer
Date of Publication, Distribution, etc.
1999
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
(280 pages)
CONTENTS NOTE
Text of Note
1. An introduction to machine learning methods --;2. Artificial neural networks for pattern recognition --;3. Tree-based methods --;4. Genetic Algorithms I --;5. Genetic Algorithms II --;6. Cellular automata --;7. Equation discovery with ecological applications --;8. How should accuracy be measured? --;9. Real learning --;Author Index.
SUMMARY OR ABSTRACT
Text of Note
This is the first text aimed at introducing machine learning methods to a readership of professional ecologists. All but one of the chapters have been written by ecologists and biologists who highlight the application of a particular method to a particular class of problem.
TOPICAL NAME USED AS SUBJECT
Ecology.
Machine learning.
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QH540
.
8
Book number
E358
1999
PERSONAL NAME - PRIMARY RESPONSIBILITY
edited by Alan H. Fielding.
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Alan H Fielding
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
