| 000 | 03651nam a22006015i 4500 | ||
|---|---|---|---|
| 001 | 978-3-030-22273-4 | ||
| 003 | DE-He213 | ||
| 005 | 20220801213600.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 191017s2020 sz | s |||| 0|eng d | ||
| 020 |
_a9783030222734 _9978-3-030-22273-4 |
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| 024 | 7 |
_a10.1007/978-3-030-22273-4 _2doi |
|
| 050 | 4 | _aTK5101-5105.9 | |
| 072 | 7 |
_aTJK _2bicssc |
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| 072 | 7 |
_aTEC041000 _2bisacsh |
|
| 072 | 7 |
_aTJK _2thema |
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| 082 | 0 | 4 |
_a621.382 _223 |
| 100 | 1 |
_aGopi, E. S. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _932997 |
|
| 245 | 1 | 0 |
_aPattern Recognition and Computational Intelligence Techniques Using Matlab _h[electronic resource] / _cby E. S. Gopi. |
| 250 | _a1st ed. 2020. | ||
| 264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2020. |
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| 300 |
_aXIII, 256 p. 137 illus., 127 illus. in color. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
||
| 490 | 1 |
_aTransactions on Computational Science and Computational Intelligence, _x2569-7080 |
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| 505 | 0 | _aChapter1: Dimensionality Reduction Techniques -- Chapter2: Linear classifier techniques -- Chapter3: Regression techniques. Chapter4: Probabilistic supervised classifier and unsupervised clustering -- Chapter5: Computational intelligence -- Chapter6: Statistical test in pattern recognition. | |
| 520 | _aThis book presents the complex topic of using computational intelligence for pattern recognition in a straightforward and applicable way, using Matlab to illustrate topics and concepts. The author covers computational intelligence tools like particle swarm optimization, bacterial foraging, simulated annealing, genetic algorithm, and artificial neural networks. The Matlab based illustrations along with the code are given for every topic. Readers get a quick basic understanding of various pattern recognition techniques using only the required depth in math. The Matlab program and algorithm are given along with the running text, providing clarity and usefulness of the various techniques. Presents pattern recognition and the computational intelligence using Matlab; Includes mixtures of theory, math, and algorithms, letting readers understand the concepts quickly; Outlines an array of classifiers, various regression models, statistical tests and the techniques for pattern recognition using computational intelligence. | ||
| 650 | 0 |
_aTelecommunication. _910437 |
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| 650 | 0 |
_aEngineering mathematics. _93254 |
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| 650 | 0 |
_aEngineering—Data processing. _931556 |
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| 650 | 0 |
_aSignal processing. _94052 |
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| 650 | 0 |
_aPattern recognition systems. _93953 |
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| 650 | 0 |
_aData mining. _93907 |
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| 650 | 1 | 4 |
_aCommunications Engineering, Networks. _931570 |
| 650 | 2 | 4 |
_aMathematical and Computational Engineering Applications. _931559 |
| 650 | 2 | 4 |
_aSignal, Speech and Image Processing . _931566 |
| 650 | 2 | 4 |
_aAutomated Pattern Recognition. _931568 |
| 650 | 2 | 4 |
_aData Mining and Knowledge Discovery. _932998 |
| 710 | 2 |
_aSpringerLink (Online service) _932999 |
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| 773 | 0 | _tSpringer Nature eBook | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783030222727 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783030222741 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783030222758 |
| 830 | 0 |
_aTransactions on Computational Science and Computational Intelligence, _x2569-7080 _933000 |
|
| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-22273-4 |
| 912 | _aZDB-2-ENG | ||
| 912 | _aZDB-2-SXE | ||
| 942 | _cEBK | ||
| 999 |
_c75351 _d75351 |
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