Innovative Trends in Computational Intelligence

£119.50

Innovative Trends in Computational Intelligence

Communications engineering / telecommunications Data mining Artificial intelligence Expert systems / knowledge-based systems Pattern recognition

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Collection: EAI/Springer Innovations in Communication and Computing

Language: English

Published by: Springer

Published on: 29th November 2021

Format: LCP-protected ePub

Size: 39 Mb

ISBN: 9783030782849


Introduction

This book addresses the key problems that computational intelligence aims to solve, including (i) the involved computational process might be too complex for mathematical reasoning; (ii) it might contain some uncertainties during the process, or (iii) by nature, the computational process is a randomly determined one (heuristic). The contributors make use of methods that are close to the human's way of reasoning, that is, available information might be inexact or incomplete, yet it would be able to produce controlled actions in an adaptive way. Approaches presented in the book include swarm intelligence, artificial immune systems, image processing, data mining, natural language processing, text mining, and other solutions involving artificial intelligence methodologies.

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