Intelligent Systems of Computing and Informatics

 
Edition number: 1
Publisher: CRC Press
Date of Publication:
 
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Short description:

This book aims to develop a new Intelligent Systems of Computing and Informatics to cater to the needs of industries in line with the United Nation Sustainable Development Goals (SDGs) of affordable and clean energy and sustainable cities and communities. 



Long description:

Since 2011, the Fourth Industrial Revolution (IR4.0) has played a significant role in education, research, and industry. Data technologies have also evolved rapidly to cater to the rapidly growing size of the data as well as to enhance the security of the shared data through multiple resources and platforms.



Intelligent Systems of Computing and Informatics aims to develop a new Intelligent Systems of Computing and Informatics (ISCI) to cater to the needs of industries in line with the United Nations? Sustainable Development Goals (SDGs) of affordable and clean energy and sustainable cities and communities.



Comprising 20 chapters by experts from all over the world, this book covers such topics as data technologies, machine learning, signal and image processing, software systems efficiency, computer networking, Internet of Things, and computational intelligence for real-life problems.



Key Features:




  • Develops a new system for computing and informatics



  • Provides the state of the art of current research and studies in intelligence systems



  • Written by experts in the field of computing and informatics



This book is aimed at postgraduate students, researchers working in various research and development (R&D) agencies, and practitioners, as well as scientists that have an interest in ISCI.

Table of Contents:

1. Intelligent Systems of Computing and Informatics: An Overview 2. Intelligent Application of Partial Least Square Algorithm in Developing Model of Fat Depth Measurement 3. Applying Single Feature Imbalance Classification on Ensemble Learning Methods for Efficient Real Time Malware Detection 4. Electroencephalogram Based Emotion Recognition Using Binary Bat Algorithm and Least Square Support Vector Machine  5. Sequential Exception Technique for Text Anomalies 6. Intelligence Predictive Model for Lamb Carcass C-Site Fat Depth using Support Vector Machine 7. Exploring the Power of Convolutional Neural Networks in Face Detection 8. Protecting Higher Learning Institutions from Phishing Attacks: A Staff Awareness Program  9. Intelligence Random Forest Application in Developing Regression Model from Lamb Carcass C-site Fat Depth Data 10. Intelligent Identification System for MOOC Security 11. Smart Classroom Surveillance System for Object Detection and Recognition in Low Illumination Condition 12. Intelligence system and software efficiency evaluation for solving nonlinear diffusion in the two-dimensional porous medium 13. Intelligence approach on solving nonlinear equation via Improved Bisection and False-Position Method using Slope (IBFMS) 14. Computing of Anxiety or Depression Symptoms Indicators using Lagrange Exponential Modified Euler method 15. Hybridization of Simulated Kalman Filter and Minimization of Metabolic Adjustment for Succinate and Lactate Production 16. Intelligent Air Conditioning Systems: Enhancing Energy Efficiency and Indoor Air Quality through IoT and Machine Learning 17. Using the OpenAir package in R for intelligent air quality analysis 18. A Systematic Review on Intelligent Mobile Beacon Systems: Applications and Features 19. Enhancing the Use of Simulation Software with Artificial Intelligence Methods for Clean Energy System Performance 20. Intelligent Systems of Computing and Informatics: An Extension