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Computational Intelligence in Pattern Recognition = Proceedings of CIPR 2019 /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Computational Intelligence in Pattern Recognition/ edited by Asit Kumar Das, Janmenjoy Nayak, Bighnaraj Naik, Soumen Kumar Pati, Danilo Pelusi.
其他題名:	Proceedings of CIPR 2019 /
其他作者:	Pelusi, Danilo.
面頁冊數:	XXVIII, 1046 p. 457 illus., 297 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Data Mining and Knowledge Discovery. -
電子資源:	https://doi.org/10.1007/978-981-13-9042-5
ISBN:	9789811390425

Computational Intelligence in Pattern Recognition = Proceedings of CIPR 2019 /
Computational Intelligence in Pattern RecognitionProceedings of CIPR 2019 /[electronic resource] :edited by Asit Kumar Das, Janmenjoy Nayak, Bighnaraj Naik, Soumen Kumar Pati, Danilo Pelusi. - 1st ed. 2020. - XXVIII, 1046 p. 457 illus., 297 illus. in color.online resource. - Advances in Intelligent Systems and Computing,9992194-5357 ;. - Advances in Intelligent Systems and Computing,335.

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

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

677765
Data Mining and Knowledge Discovery.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Computational Intelligence in Pattern Recognition = Proceedings of CIPR 2019 /
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