|
|
|
|
| LEADER |
02690nam a22004695i 4500 |
| 001 |
978-3-662-45620-0 |
| 003 |
DE-He213 |
| 005 |
20151204173003.0 |
| 007 |
cr nn 008mamaa |
| 008 |
141230s2015 gw | s |||| 0|eng d |
| 020 |
|
|
|a 9783662456200
|9 978-3-662-45620-0
|
| 024 |
7 |
|
|a 10.1007/978-3-662-45620-0
|2 doi
|
| 040 |
|
|
|d GrThAP
|
| 050 |
|
4 |
|a Q342
|
| 072 |
|
7 |
|a UYQ
|2 bicssc
|
| 072 |
|
7 |
|a COM004000
|2 bisacsh
|
| 082 |
0 |
4 |
|a 006.3
|2 23
|
| 245 |
1 |
0 |
|a Feature Selection for Data and Pattern Recognition
|h [electronic resource] /
|c edited by Urszula Stańczyk, Lakhmi C. Jain.
|
| 264 |
|
1 |
|a Berlin, Heidelberg :
|b Springer Berlin Heidelberg :
|b Imprint: Springer,
|c 2015.
|
| 300 |
|
|
|a XVIII, 355 p. 74 illus., 20 illus. in color.
|b online resource.
|
| 336 |
|
|
|a text
|b txt
|2 rdacontent
|
| 337 |
|
|
|a computer
|b c
|2 rdamedia
|
| 338 |
|
|
|a online resource
|b cr
|2 rdacarrier
|
| 347 |
|
|
|a text file
|b PDF
|2 rda
|
| 490 |
1 |
|
|a Studies in Computational Intelligence,
|x 1860-949X ;
|v 584
|
| 505 |
0 |
|
|a Feature Selection for Data and Pattern Recogniton: an Introduction -- Part I Estimation of Feature Importance -- Part II Rough Set Approach to Attribute Reduction -- Part III Rule Discovery and Evaluation -- Part IV Data- and Domain-oriented Methodologies.
|
| 520 |
|
|
|a This research book provides the reader with a selection of high-quality texts dedicated to current progress, new developments and research trends in feature selection for data and pattern recognition. Even though it has been the subject of interest for some time, feature selection remains one of actively pursued avenues of investigations due to its importance and bearing upon other problems and tasks. This volume points to a number of advances topically subdivided into four parts: estimation of importance of characteristic features, their relevance, dependencies, weighting and ranking; rough set approach to attribute reduction with focus on relative reducts; construction of rules and their evaluation; and data- and domain-oriented methodologies.
|
| 650 |
|
0 |
|a Engineering.
|
| 650 |
|
0 |
|a Artificial intelligence.
|
| 650 |
|
0 |
|a Computational intelligence.
|
| 650 |
1 |
4 |
|a Engineering.
|
| 650 |
2 |
4 |
|a Computational Intelligence.
|
| 650 |
2 |
4 |
|a Artificial Intelligence (incl. Robotics).
|
| 700 |
1 |
|
|a Stańczyk, Urszula.
|e editor.
|
| 700 |
1 |
|
|a Jain, Lakhmi C.
|e editor.
|
| 710 |
2 |
|
|a SpringerLink (Online service)
|
| 773 |
0 |
|
|t Springer eBooks
|
| 776 |
0 |
8 |
|i Printed edition:
|z 9783662456194
|
| 830 |
|
0 |
|a Studies in Computational Intelligence,
|x 1860-949X ;
|v 584
|
| 856 |
4 |
0 |
|u http://dx.doi.org/10.1007/978-3-662-45620-0
|z Full Text via HEAL-Link
|
| 912 |
|
|
|a ZDB-2-ENG
|
| 950 |
|
|
|a Engineering (Springer-11647)
|
