Machine Learning Methods for Ecological Applications (eBook, PDF)

Redaktion: Fielding, Alan H.

• Format: PDF

Produktbeschreibung

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.

---

Dieser Download kann aus rechtlichen Gründen nur mit Rechnungsadresse in A, B, BG, CY, CZ, D, DK, EW, E, FIN, F, GR, HR, H, IRL, I, LT, L, LR, M, NL, PL, P, R, S, SLO, SK ausgeliefert werden.

---

Hinweis: Dieser Artikel kann nur an eine deutsche Lieferadresse ausgeliefert werden.

Produktdetails

• Verlag: Springer US
• Seitenzahl: 261
• Erscheinungstermin: 6. Dezember 2012
• Englisch
• ISBN-13: 9781461552895
• Artikelnr.: 44179304

Inhaltsangabe

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.

Rezensionen

`I believe this book is a very useful contribution and an excellent starting point for ecologists who are interested in applying machine learning methods to ecological problems.'
Uygar Özesmi in Ecology, 81:9 (2000)

`I believe this book is a very useful contribution and an excellent starting point for ecologists who are interested in applying machine learning methods to ecological problems.'
Uygar Özesmi in Ecology, 81:9 (2000)