國立高雄大學圖資館 |

Language: English

Back

Computational intelligence in patter...

(1998 :)

Computational intelligence in pattern recognitionproceedings of CIPR 2019 /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Computational intelligence in pattern recognitionedited by Asit Kumar Das ... [et al.].
Reminder of title:	proceedings of CIPR 2019 /
remainder title:	CIPR 2019
other author:	Das, Asit Kumar.
corporate name:
Published:	Singapore :Springer Singapore :2020.
Description:	xxviii, 1046 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Pattern recognition systemsCongresses.
Online resource:	https://doi.org/10.1007/978-981-13-9042-5
ISBN:	9789811390425$q(electronic bk.)

Computational intelligence in pattern recognitionproceedings of CIPR 2019 /
Computational intelligence in pattern recognitionproceedings of CIPR 2019 /[electronic resource] :CIPR 2019edited by Asit Kumar Das ... [et al.]. - Singapore :Springer Singapore :2020. - xxviii, 1046 p. :ill., digital ;24 cm. - Advances in intelligent systems and computing,v.9992194-5357 ;. - Advances in intelligent systems and computing ;176..

Feature Selection using NSGA-II for Event Extraction on Genetic and Molecular Mechanisms Involved in Plant Seed Development -- An Improved Data Hiding Scheme through Image Interpolation -- Generalization Of Multi-bit Encoding Function based Data Hiding Scheme -- A Study on Reversible Image Watermarking Using Xilinx System Generator -- Statistical Analysis of the UNSW-NB15 Dataset for Intrusion Detection -- Singer Identification using MFCC and CRP features with Support Vector Machines -- Numerical Integration based Contrast Enhancement using Simpson's Method -- Empirical Analysis of Proximity Measures in Machine Learning -- Music Tagging and Similarity Analysis for Recommendation System -- Elastic Window for Multiple Face Detection and Tracking from Video -- Efficient Energy Management in Microgrids using Flower Pollination Algorithm -- Automatic Multilingual System from Speech.

This book presents practical development experiences in different areas of data analysis and pattern recognition, focusing on soft computing technologies, clustering and classification algorithms, rough set and fuzzy set theory, evolutionary computations, neural science and neural network systems, image processing, combinatorial pattern matching, social network analysis, audio and video data analysis, data mining in dynamic environments, bioinformatics, hybrid computing, big data analytics and deep learning. It also provides innovative solutions to the challenges in these areas and discusses recent developments.

ISBN: 9789811390425$q(electronic bk.)

Standard No.: 10.1007/978-981-13-9042-5doiSubjects--Topical Terms:

387176
Pattern recognition systems
--Congresses.

LC Class. No.: TK7882.P3 / C56 2019

Dewey Class. No.: 006.4

Computational intelligence in pattern recognitionproceedings of CIPR 2019 /
LDR:02664nmm a2200349 a 4500 001 593200
003 DE-He213
005 20200701053552.0
006 m d
007 cr nn 008maaau
008 210727s2020 si s 0 eng d
020 $a 9789811390425$q(electronic bk.)
020 $a 9789811390418$q(paper)
024 7 $a 10.1007/978-981-13-9042-5 $2 doi
035 $a 978-981-13-9042-5
040 $a GP $c GP
041 0 $a eng
050 4 $a TK7882.P3 $b C56 2019
072 7 $a UYQ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.4 $2 23
090 $a TK7882.P3 $b C56 2019
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Computational intelligence in pattern recognition $h [electronic resource] : $b proceedings of CIPR 2019 / $c edited by Asit Kumar Das ... [et al.].
246 3 $a CIPR 2019
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2020.
300 $a xxviii, 1046 p. : $b ill., digital ; $c 24 cm.
490 1 $a Advances in intelligent systems and computing, $x 2194-5357 ; $v v.999
505 0 $a Feature Selection using NSGA-II for Event Extraction on Genetic and Molecular Mechanisms Involved in Plant Seed Development -- An Improved Data Hiding Scheme through Image Interpolation -- Generalization Of Multi-bit Encoding Function based Data Hiding Scheme -- A Study on Reversible Image Watermarking Using Xilinx System Generator -- Statistical Analysis of the UNSW-NB15 Dataset for Intrusion Detection -- Singer Identification using MFCC and CRP features with Support Vector Machines -- Numerical Integration based Contrast Enhancement using Simpson's Method -- Empirical Analysis of Proximity Measures in Machine Learning -- Music Tagging and Similarity Analysis for Recommendation System -- Elastic Window for Multiple Face Detection and Tracking from Video -- Efficient Energy Management in Microgrids using Flower Pollination Algorithm -- Automatic Multilingual System from Speech.
520 $a This book presents practical development experiences in different areas of data analysis and pattern recognition, focusing on soft computing technologies, clustering and classification algorithms, rough set and fuzzy set theory, evolutionary computations, neural science and neural network systems, image processing, combinatorial pattern matching, social network analysis, audio and video data analysis, data mining in dynamic environments, bioinformatics, hybrid computing, big data analytics and deep learning. It also provides innovative solutions to the challenges in these areas and discusses recent developments.
650 0 $a Pattern recognition systems $v Congresses. $3 387176
650 0 $a Computational intelligence $v Congresses. $3 384502
650 1 4 $a Computational Intelligence. $3 338479
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 274492
650 2 4 $a Data Mining and Knowledge Discovery. $3 275288
700 1 $a Das, Asit Kumar. $3 862799
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Advances in intelligent systems and computing ; $v 176. $3 567349
856 4 0 $u https://doi.org/10.1007/978-981-13-9042-5
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)