Swarm intelligence methods for statistical regression
A core task in Big Data analytics is the fitting of flexible, high-dimensional, models to noisy data in order to capture meaningful patterns. This book will describe methods from the field of computational swarm intelligence (SI) and how they can be used to solve optimization problems encountered in...
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| Format: | Book |
| Language: | English |
| Published: |
Boca Raton, FL
CRC Press, Taylor & Francis Group
2019
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| 003 | MY-KLNDU | ||
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| 008 | 221104 2019 flua abi 001 0 eng d | ||
| 020 | |a 9781138558182 (hardback) | ||
| 020 | |a 1138558184 (hardback) | ||
| 039 | 9 | |a 202211041221 |b VLOAD |c 201910181056 |d johari |y 201904171108 |z helmey | |
| 040 | |a UPNM |b eng |c UPNM |e rda | ||
| 090 | |a QA 76.9.B45 |b M64 2019 | ||
| 100 | 1 | |a Mohanty, Soumya D., |e author. | |
| 245 | 1 | 0 | |a Swarm intelligence methods for statistical regression |c Soumya D. Mohanty. |
| 264 | 1 | |a Boca Raton, FL |b CRC Press, Taylor & Francis Group |c 2019 | |
| 300 | |a xvi, 120 pages |b illustrations |c 23 cm. | ||
| 336 | |a text |2 rdacontent | ||
| 337 | |a unmediated |2 rdamedia | ||
| 338 | |a volume |2 rdacarrier | ||
| 504 | |a Includes bibliographical references and index. | ||
| 520 | |a A core task in Big Data analytics is the fitting of flexible, high-dimensional, models to noisy data in order to capture meaningful patterns. This book will describe methods from the field of computational swarm intelligence (SI) and how they can be used to solve optimization problems encountered in Big Data analytics. It will consider some generic data analysis problems, and how they may be addressed using SI methods. | ||
| 592 | |a 37586 |b 07/08/2019 |c RM 272.66 |h Bookline | ||
| 650 | 0 | |a Big data. | |
| 650 | 0 | |a Swarm intelligence. | |
| 650 | 0 | |a Computational intelligence. | |
| 650 | 0 | |a Regression analysis. | |
| 999 | |a vtls000063871 |c 51946 |d 51946 | ||