Computational intelligence in pattern recognition

Computational intelligence in pattern recognition: proceedings of CIPR 2021

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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 com…

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Title Statements

  • Full title :Computational intelligence in pattern recognition : proceedings of CIPR 2021 / Asit Kumar Das, Janmenjoy Nayak, Bighnaraj Naik, Soumi Dutta, Danilo Pelusi, editors.

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.

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Edition Statements

  • Publication Date:©2022

Publication Statements

  • Publisher(s):Springer
  • Place of Publication:Singapore
  • Language:eng
  • Publication Date:©2022

Notes

International conference proceedings.

Includes author index.

The Physical Object

  • Description:1 online resource (756 pages) : : illustrations (some color)

Edition Identifiers

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.

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Subjects

Actes de congrès Computational Intelligence Computational intelligence -- Congresses Conference papers and proceedings Congress Intelligence informatique -- Congrès Pattern recognition systems Pattern recognition systems -- Congress… Reconnaissance des formes (Informatique…

Writers

Das, Asit Kumar, (Computer scientist) Dutta, Soumi Naik, Bighnaraj Nayak, Janmenjoy Pelusi, Danilo

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