Название: Smart Techniques for a Smarter Planet: Towards Smarter Algorithms Автор: Manoj Kumar Mishra, Bhabani Shankar Prasad Mishra
Издательство: Springer
Серия: Studies in Fuzziness and Soft Computing
ISBN: 3030031306
Год: 2019
Страниц: 305
Язык: английский
Формат: pdf (true)
Размер: 12.9 MB
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.
The purpose of this volume is to make the interested readers and researchers aware of practice of using smarter algorithms to solve highly complex nonlinear problems. In addition, this volume also magnetizes and sensitizes the readers and researchers in the area of nature-inspired algorithms by presenting the recent advances in the field of optimization and also the tools and techniques.
Contents:
Intelligent Computational Techniques for the Better World 2020: Concepts, Methodologies, Tools, and Applications
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 (CNN)
A PMOGA-Based Approach for Efficient Spectrum Utilization in Cognitive Radio
AI Powered Partially Parallelized Scheme for Multifactor Authentication
Advanced Machine Learning Techniques in Natural Language Processing for Indian Languages
Application of Machine Learning Techniques in Clinical Information Extraction
Sarcasm Detection Approaches for English Language
Dynamic Eyes and Mouth Reinforced LBP Histogram Descriptors Based on Emotion Classification in Video Sequences
Data Science Algorithms and Techniques for Smart Healthcare Using IoT and Big Data Analytics
Performance Analysis of Compression Techniques for Multimedia Data
A Smart Algorithm for Quantization Table Optimization: A Case Study in JPEG Compression
Case Studies of Smart Algorithm for Industrial Process Control
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