Applications of Artificial Intelligence, Big Data and Internet of Things in Sustainable Development

ISBN-13: 9781032154022 / Angielski / Twarda / 2022 / 392 str.

Sam Goundar; Archana Purwar; Ajmer Singh

Opis

This book focuses on different algorithms and models related to AI, big data, and IoT used for various domains. It enables the reader to have a broader and deep understanding of several perspectives, about the dynamics, challenges, and opportunities regarding sustainable development using artificial intelligence, big data, and IoT.

Spis treści

1. Introduction.  2. Artificial Intelligence for Sustainable Pedagogical Development.  3. Deep Learning in Computer Vision: Progress and Threats.  4. Smart Parking System UsingYOLOv3 Deep learning Model.  5. Enhancing Speaker Diarization for Audio-only Systems using Deep Learning.  6. Food Image Recognition using CNN, Faster R-CNN & YOLO.  7. Machine learning /deep learning for Natural disasters.  8. A Recent Survey on LSTM Techniques for Time-Series Data forecasting: Present State and Future Directions.  9. Conflicting Statements Detection Using Bi-Directional LSTM.  10. Big Data and Deep learning in Health Care.  11. Pattern recognition in EMG control of Bionic Hands.  12. Application of IoT in Food Processing Industry.  13. Emerging Technologies for Healthcare during the COVID-19 Pandemic.  14. Two Layered Security Mechanism for Enhanced Biometric Security of IoT Based Digital Wallet.  15. Fused Deep Learning for Distributed Denial of Service Attack Detection In IoT.  16. Analyzing the Suitability of Deep Learning Algorithms in Edge Computing.  17. Effectiveness of Machine and Deep Learning for BlockChain Technology in Fraud Detection and Prevention.  18. Advancements in Quantum-PSO and its Application in Sustainable Development.