About the Book:
The field of computational intelligence has grown tremendously over that past five years, thanks to evolving soft computing and artificial intelligent methodologies, tools and techniques for envisaging the essence of intelligence embedded in real life observations. Consequently, scientists have been able to explain and understand real life processes and practices which previously often remain unexplored by virtue of their underlying imprecision, uncertainties and redundancies, and the unavailability of appropriate methods for describing the incompleteness and vagueness of information represented. With the advent of the field of computational intelligence, researchers are now able to explore and unearth the intelligence, otherwise insurmountable, embedded in the systems under consideration. Computational Intelligence is now not limited to only specific computational fields, it has made inroads in signal processing, smart manufacturing, predictive control, robot navigation, smart cities, and sensor design to name a few. Recent Trends in Computational Intelligence Enabled Research: Theoretical Foundations and Applications explores the use of this computational paradigm across a wide range of applied domains which handle meaningful information. Chapters investigate a broad spectrum of the applications of computational intelligence across different platforms and disciplines, expanding our knowledge base of various research initiatives in this direction. This volume aims to bring together researchers, engineers, developers and practitioners from academia and industry working in all major areas and interdisciplinary areas of computational intelligence, communication systems, computer networks, and soft computing.
Key Features
Provides insights into the theory, algorithms, implementation, and application of computational intelligence techniques
Covers a wide range of applications of deep learning across various domains which are researching the applications of computational intelligence
Investigates novel techniques and reviews the state-of-the-art in the areas of machine learning, computer vision, soft computing techniques
Table of Contents
Optimization in the sensor cloud: Taxonomy, challenges, and survey
Computational intelligence techniques for localization and clustering in wireless sensor
Computational intelligent techniques for resource management schemes in wireless sensor networks
Swarm intelligence based MSMOPSO for optimization of resource provisioning in Internet of Things
DNA-based authentication to access internet of things-based healthcare data
Computational intelligence techniques for cancer diagnosis
Security and privacy in the internet of things: computational intelligent techniques-based approaches
Automatic enhancement of coronary arteries using convolutional gray-level templates and path-based metaheuristics
Smart city development: Theft handling of public vehicles using image analysis and cloud network
Novel detection of cancerous cells through an image segmentation approach using principal component analysis
Classification of the operating spectrum for the RAMAN amplifier embedded optical communication system using soft computing techniques
Random walk elephant swarm water search algorithm for identifying order-preserving submatrices in gene expression data: a new approach using elephant swarm water search algorithm
Geopositioning of fog nodes based on user device location and framework for game theoretic applications in an fog to cloud network
A wavelet-based low frequency prior for single-image dehazing
Segmentation of retinal blood vessel structure based on statistical distribution of the area of isolated objects
Energy-efficient rendezvous point-based routing in wireless sensor network with mobile sink
An integration of handcrafted features for violent event detection in videos
Deep learning-based diabetic retinopathy detection for multiclass imbalanced data
Internet of Things e-health revolution: secured transmission of homeopathic e-medicines through chaotic key formation
Smart farming and water saving-based intelligent irrigation system implementation using the Internet of Things
Intelligent and smart enabling technologies in advanced applications: recent trends
Leveraging technology for healthcare and retaining access to personal health data to enhance personal health and well-being
Enhancement of foveolar architectural changes in gastric endoscopic biopsies