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It covers topics such as the use of hidden Markov methods, the independence assumption, and topographic ICA, and includes tutorial chapters on Bayesian and variational approaches. It also provides the latest approaches to ICA problems, including an investigation into certain "hard problems" for the very first time.
Comprising contributions from the most respected and innovative researchers in the field, this volume will be of interest to students and researchers in computer science and electrical engineering; research and development personnel in disciplines such as statistical modelling and data analysis; bio-informatic workers; and physicists and chemists requiring novel data analysis methods.
It covers topics such as the use of hidden Markov methods, the independence assumption, and topographic ICA, and includes tutorial chapters on Bayesian and variational approaches. It also provides the latest approaches to ICA problems, including an investigation into certain "hard problems" for the very first time.
Comprising contributions from the most respected and innovative researchers in the field, this volume will be of interest to students and researchers in computer science and electrical engineering; research and development personnel in disciplines such as statistical modelling and data analysis; bio-informatic workers; and physicists and chemists requiring novel data analysis methods.
A state-of-the-art overview with contributions from the most respected and innovative researchers in the field
Contains significantly more advanced, novel and up-to-date theory than any other volume available
| Erscheinungsjahr: | 2000 |
|---|---|
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Seiten: | 300 |
| Reihe: | Perspectives in Neural Computing |
| Inhalt: |
xx
284 S. 19 s/w Illustr. 284 p. 19 illus. |
| ISBN-13: | 9781852332631 |
| ISBN-10: | 1852332638 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Redaktion: | Girolami, Mark |
| Herausgeber: | Mark Girolami |
| Auflage: | 2000 |
| Hersteller: |
Springer London
Springer-Verlag London Ltd. Perspectives in Neural Computing |
| Maße: | 235 x 155 x 17 mm |
| Von/Mit: | Mark Girolami |
| Erscheinungsdatum: | 17.07.2000 |
| Gewicht: | 0,458 kg |
A state-of-the-art overview with contributions from the most respected and innovative researchers in the field
Contains significantly more advanced, novel and up-to-date theory than any other volume available
| Erscheinungsjahr: | 2000 |
|---|---|
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Seiten: | 300 |
| Reihe: | Perspectives in Neural Computing |
| Inhalt: |
xx
284 S. 19 s/w Illustr. 284 p. 19 illus. |
| ISBN-13: | 9781852332631 |
| ISBN-10: | 1852332638 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Redaktion: | Girolami, Mark |
| Herausgeber: | Mark Girolami |
| Auflage: | 2000 |
| Hersteller: |
Springer London
Springer-Verlag London Ltd. Perspectives in Neural Computing |
| Maße: | 235 x 155 x 17 mm |
| Von/Mit: | Mark Girolami |
| Erscheinungsdatum: | 17.07.2000 |
| Gewicht: | 0,458 kg |
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