Overview
- Shows readers how to use smart algorithms to solve highly complex non-linear problem
- Provides a systematic overview of available techniques and concepts
- Critically discusses a broad spectrum of applications to real-word problems
Part of the book series: Studies in Fuzziness and Soft Computing (STUDFUZZ, volume 374)
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Table of contents (14 chapters)
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Front Matter
Keywords
- Cyber-Physical Systems
- Smart Algorithms in Big Data Analytics
- Recurrent Neural Networks
- Deep Neural Networks
- Cuckoo Search Algorithms
- Multi-objective Genetic Algorithm
- Optimization Techniques
- Convolutional Neural Networks
- Algorithms for Object Detection
- Cognitive Radio Networks
- Big Data Analytics in Healthcare
- IoT in Healthcare
- Smart Security
- Parallel Algorithms
- Optimum Machine Response
- Information Extraction with Machine Learning
- Multimedia Compression
- Motion Estimation Algorithm
- Face Signature Extraction
About this book
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.
Editors and Affiliations
Bibliographic Information
Book Title: Smart Techniques for a Smarter Planet
Book Subtitle: Towards Smarter Algorithms
Editors: Manoj Kumar Mishra, Bhabani Shankar Prasad Mishra, Yashwant Singh Patel, Rajiv Misra
Series Title: Studies in Fuzziness and Soft Computing
DOI: https://doi.org/10.1007/978-3-030-03131-2
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: Springer Nature Switzerland AG 2019
Hardcover ISBN: 978-3-030-03130-5Published: 07 February 2019
eBook ISBN: 978-3-030-03131-2Published: 29 January 2019
Series ISSN: 1434-9922
Series E-ISSN: 1860-0808
Edition Number: 1
Number of Pages: XII, 304
Number of Illustrations: 92 b/w illustrations, 83 illustrations in colour
Topics: Computational Intelligence, Pattern Recognition, Artificial Intelligence, Calculus of Variations and Optimal Control; Optimization