Pattern recognition : introduction, features, classifiers and principles
The book offers a thorough introduction to Pattern Recognition aimed at master and advanced bachelor students of engineering and the natural sciences. Besides classification - the heart of Pattern Recognition - special emphasis is put on features, their typology, their properties and their systemati...
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| Main Authors: | , , |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Berlin ; Boston :
Walter de Gruyter GmbH,
[2018]
|
| Series: | De Gruyter graduate.
|
| Subjects: | |
| ISBN: | 9783110537963 9783110537949 9783110537932 |
| Physical Description: | 1 online zdroj |
Cover
Table of contents
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| 072 | 7 | |a 004.8 |x Umělá inteligence |2 Konspekt |9 23 | |
| 072 | 7 | |a 37.016 |x Učební osnovy. Vyučovací předměty. Učebnice |2 Konspekt |9 22 | |
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| 100 | 1 | |a Beyerer, Jürgen, |e author. | |
| 245 | 1 | 0 | |a Pattern recognition : |b introduction, features, classifiers and principles / |c Jürgen Beyerer, Matthias Richter, Matthias Nagel. |
| 264 | 1 | |a Berlin ; |a Boston : |b Walter de Gruyter GmbH, |c [2018] | |
| 264 | 4 | |c ©2018 | |
| 300 | |a 1 online zdroj | ||
| 336 | |a text |b txt |2 rdacontent | ||
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| 338 | |a online zdroj |b cr |2 rdacarrier | ||
| 490 | 1 | |a De Gruyter graduate | |
| 504 | |a Obsahuje bibliografické odkazy a index. | ||
| 506 | |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty | ||
| 520 | |a The book offers a thorough introduction to Pattern Recognition aimed at master and advanced bachelor students of engineering and the natural sciences. Besides classification - the heart of Pattern Recognition - special emphasis is put on features, their typology, their properties and their systematic construction. Additionally, general principles that govern Pattern Recognition are illustrated and explained in a comprehensible way. Rather than presenting a complete overview over the rapidly evolving field, the book is to clarifies the concepts so that the reader can easily understand the underlying ideas and the rationale behind the methods. For this purpose, the mathematical treatment of Pattern Recognition is pushed so far that the mechanisms of action become clear and visible, but not farther. Therefore, not all derivations are driven into the last mathematical detail, as a mathematician would expect it. Ideas of proofs are presented instead of complete proofs. From the authors' point of view, this concept allows to teach the essential ideas of Pattern Recognition with sufficient depth within a relatively lean book. Mathematical methods explained thoroughly Extremely practical approach with many examples Based on over ten years lecture at Karlsruhe Institute of Technology For students but also for practitioners.- Resumé vydavatel | ||
| 590 | |a De Gruyter Online |b De Gruyter Books Complete | ||
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| 650 | 0 | 7 | |a umělá inteligence |2 czenas |7 ph116536 |
| 650 | 0 | 9 | |a pattern recognition |2 eczenas |
| 650 | 0 | 9 | |a machine learning |2 eczenas |
| 650 | 0 | 9 | |a data mining |2 eczenas |
| 650 | 0 | 9 | |a artificial intelligence |2 eczenas |
| 655 | 7 | |a elektronické knihy |7 fd186907 |2 czenas | |
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| 655 | 9 | |a electronic books |2 eczenas | |
| 655 | 9 | |a textbooks (higher) |2 eczenas | |
| 700 | 1 | |a Richter, Matthias, |d 1948- |e author. | |
| 700 | 1 | |a Nagel, Matthias |c (Computer scientist), |e author. | |
| 776 | 0 | 8 | |i Print version: |a Beyerer, Jürgen. |t Pattern recognition. |d Berlin ; Boston : Walter de Gruyter GmbH, [2018] |z 9783110537932 |w (DLC) 2017054350 |w (OCoLC)1019833485 |
| 830 | 0 | |a De Gruyter graduate. | |
| 856 | 4 | 0 | |u https://proxy.k.utb.cz/login?url=https://www.degruyter.com/openurl?genre=book&isbn=9783110537949 |y Plný text |
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