Smart Techniques for a Smarter Planet : Towards Smarter Algorithms (Studies in Fuzziness and Soft Computing)

Mishra, Manoj Kumar (EDT)/ Mishra, Bhabani Shankar Prasad (EDT)/ Patel, Yashwant Singh (EDT)

Springer Nature Switzerland AG（2019/02発売）

• 製本 Hardcover:ハードカバー版／ページ数 304 p.
• 言語 ENG
• 商品コード 9783030031305
• DDC分類 006.3

Full Description

This book is intended to provide a systematic overview of so-called smart techniques, such as nature-inspired algorithms, machine learning and metaheuristics. Despite their ubiquitous presence and widespread application to different scientific problems, such as searching, optimization and /or classification, a systematic study is missing in the current literature. Here, the editors collected a set of chapters on key topics, paying attention to provide an equal balance of theory and practice, and to outline similarities between the different techniques and applications. All in all, the book provides an unified view on the field on intelligent methods, with their current perspective and future challenges. 

Contents

Intelligent Computational Techniques for the Better World 2020.- Optimization of the cropping pattern using Cuckoo Search Technique.- A Review on Epileptic Seizure Detection and Prediction Using Soft Computing Techniques.- Deep learning architectures for Object Detection and Classification.- AI Powered Partially Parallelized Scheme for Multi Factor Authentication.- Performance Measures.