图书简介
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, 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.FeaturesThe 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 AI/ML/DS, 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.
Section I: Convergence of AI, IoT and Communication Technologies for Futuristic Innovations
1. Convergence of Blockchain Technology and Artificial Intelligence
Yash Navin Agarwal, Priya Yuvaraj Chougale, Varsha D. Jadhav
2. Low Cost Single Phase Smart Energy Meter Using GSM Module
Rushikesh S. Tanksale, Nitin N. Sakhare, Swapnil Jadhav, Amit Samgir
3. Yoga Posture Detection Using Machine Learning
Pradip Mukundrao Paithane
4. Smart Health Prediction System Using IoT
Kalpesh Joshi, Rohan Awale, Vipul Pisal, Sanmit Patil
5. Real Time CNN- Based Face Mask Detection System
Dr. Suvarna Pawar , Prathamesh Akole, Suyog Mahagaonkar. Mrudul Jain, Rupesh Kapse
6. AI Powered Covid Detection App using Chest X-ray
Dr. Pravin R Futane, Jay Shimpi, Ajinkya Hapase, Ajinkya Sawadkar, Pranav Wagh, Rutuja Patil
Section II: Advances in Sensor and Chip design, Controls, Communication and Signal Processing
7. Software-Defined Networking: Research Challenges
Kalpana A Kumbhar, Prachi Mukherji
8. Novel Channel Allocation Technique for Deadline driven Edge Computing Framework
Radhika Purandare, Archana Ratnaparkhi, Pallavi Deshpande, Gauri Ghule, Shraddha Habbu, Rohini Chavan, Arti Bang
9. Optimal Cluster Head Selection in Wireless Sensor Network via Improved Moth Search Algorithm
Kale Navnath Dattatraya, S. Ananthakumaran, K.V.D. Kiran
10. Camera Calibration Using Robust Intrinsic and Extrinsic Parameters
Ketki P. Kshirsagar, Ashish Tathod, Rushikesh Dudhate, Ajay Yadav, Rudra Tarte
11. Audio based Recognition of Bird Species using Deep Learning.
Arti Bang, Ambar Bidkar, Vishal Phulmante,
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