Название: Artificial Intelligence in Information and Communication Technologies, Healthcare and Education: A Roadmap AheadАвтор: Parikshit N. Mahalle, Rajendra S. Talware, Ganesh C. Patil
Издательство: CRC Press
Год: 2023
Страниц: 251
Язык: английский
Формат: pdf (true)
Размер: 29.4 MB
Artificial Intelligence in Information and Communication Technologies, Healthcare and Education: A Roadmap Ahead is designed as a reference text and discusses inter-dependability, communication and effective control for the betterment of services through Artificial Intelligence (AI), as well as the challenges and path ahead for AI in computing and control across different domains of business and human life. The book accommodates technologies and application domains including backbone hardware, systems and methods for deployment, which help incorporating intelligence through different supervised and probabilistic learning approaches.
Features:
The book attempts to establish a connection between hardware, software technologies and algorithmic intelligence for data analysis and decision support in domains such as healthcare, education and other aspects of business and mobility.
It presents various recent applications of artificial intelligence in information and communication technologies such as search and optimization methods, machine learning, data representation and ontologies, and multi-agent systems.
The book provides a collection of different case studies with experimentation results than mere theoretical and generalized approaches.
Covers most of the applications using the trending technologies like machine learning (ML), data science (DS), Internet of Things (IoT), and underlying information and communication technologies.
The book is aimed primarily at advanced undergraduates and postgraduate students studying computer science, computer applications, and information technology. Researchers and professionals will also find this book useful.
Table of Contents:
Section I: Convergence of AI, IoT and Communication Technologies for Futuristic Innovations
1. Convergence of Blockchain Technology and Artificial Intelligence
2. Low Cost Single Phase Smart Energy Meter Using GSM Module
3. Yoga Posture Detection Using Machine Learning
4. Smart Health Prediction System Using IoT
5. Real Time CNN- Based Face Mask Detection System
6. AI Powered Covid Detection App using Chest X-ray
Section II: Advances in Sensor and Chip design, Controls, Communication and Signal Processing
7. Software-Defined Networking: Research Challenges
8. Novel Channel Allocation Technique for Deadline driven Edge Computing Framework
9. Optimal Cluster Head Selection in Wireless Sensor Network via Improved Moth Search Algorithm
10. Camera Calibration Using Robust Intrinsic and Extrinsic Parameters
11. Audio based Recognition of Bird Species using Deep Learning.
Section III: Data Science and Analysis for Intelligence and Enterprise
12. Development of Mathematical Model for Milk Evaporation Process
13. Hate Speech Detection and Analysis using Machine Learning
14. Bibliometric Survey on Personality Detection for Resume Filtration using Artificial Intelligence
15. A Brief Bibliometric Survey of Sign Language Recognition using Gesture
16. Oxyportal: Oxygen Demand Forecasting with Data Analytics
17. Review on Text To Speech Synthesis System
18. Weibull Distribution Parameters Estimation using Computer Software
19. Navigation Systems of Indoor Mobile Robot
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