Computational intelligence in pattern recognition : proceedings of CIPR 2021 / Asit Kumar Das, Janmenjoy Nayak, Bighnaraj Naik, Soumi Dutta, Danilo Pelusi, editors.
2022
Q342 .I58 2021
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Title
Computational intelligence in pattern recognition : proceedings of CIPR 2021 / Asit Kumar Das, Janmenjoy Nayak, Bighnaraj Naik, Soumi Dutta, Danilo Pelusi, editors.
Meeting Name
International Conference on Computational Intelligence in Pattern Recognition (3rd : 2021 : Kolkata, India)
ISBN
9789811625435 (electronic bk.)
9811625433 (electronic bk.)
9789811625428
9811625425
9811625433 (electronic bk.)
9789811625428
9811625425
Published
Singapore : Springer, [2022]
Copyright
©2022
Language
English
Description
1 online resource (756 pages) : illustrations (some color)
Other Standard Identifiers
10.1007/978-981-16-2543-5 doi
Call Number
Q342 .I58 2021
Dewey Decimal Classification
006.3
Summary
This book features high-quality research papers presented at the 3rd International Conference on Computational Intelligence in Pattern Recognition (CIPR 2021), held at the Institute of Engineering and Management, Kolkata, West Bengal, India, on 24-25 April 2021. It includes practical development experiences in various 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.
Note
International conference proceedings.
Includes author index.
Includes author index.
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Access limited to authorized users.
Digital File Characteristics
text file
PDF
Source of Description
Description based on print version record.
Added Author
Das, Asit Kumar (Computer scientist), editor.
Nayak, Janmenjoy, editor.
Naik, Bighnaraj, editor.
Dutta, Soumi, 1986- editor.
Pelusi, Danilo, editor.
Nayak, Janmenjoy, editor.
Naik, Bighnaraj, editor.
Dutta, Soumi, 1986- editor.
Pelusi, Danilo, editor.
Series
Advances in intelligent systems and computing ; 1349.
Available in Other Form
Computational Intelligence in Pattern Recognition.
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Table of Contents
Application of Big Data and Machine Learning for Astrological Predictions
A Comparative Analysis of Machine Learning Approaches in Personality Prediction Using MBTI
Performance Analysis of OFDM System on Multipath Fading and Inter Symbol Interference (ISI) Using AWGN
Object Detection and Classification from a Real Time Video using SSD and YOLO Models
A skin cancer image detection interface tool using VLF support vector machine classification
Convolutional Neural Networks based Sentence Level Classification of Crime Documents
An optimum fuzzy EOQ model for deteriorating items with shortages in a particular period
Bangla Spoken numerals recognition by using HMM.
A Comparative Analysis of Machine Learning Approaches in Personality Prediction Using MBTI
Performance Analysis of OFDM System on Multipath Fading and Inter Symbol Interference (ISI) Using AWGN
Object Detection and Classification from a Real Time Video using SSD and YOLO Models
A skin cancer image detection interface tool using VLF support vector machine classification
Convolutional Neural Networks based Sentence Level Classification of Crime Documents
An optimum fuzzy EOQ model for deteriorating items with shortages in a particular period
Bangla Spoken numerals recognition by using HMM.