RETRACTED: Enabling Computational Intelligence in Healthcare Using Internet of Things (IoT), Machine Learning, and Fog Computing
Abstract
The emergence in the development of sensory equipment endorses the expansion of the Internet of Things (IoT) across the globe. The usage of diversified applications and IoT devices generates massive sensor data which in turn need analytics or intelligent processing system. IoT, Machine Learning, and Fog Computing are utilized to achieve healthcare assistance and diagnosis progression in diverse aspects, Machine Learning is a kind of data analysis technique that retrieves the needed information without performing any explicit program. This chapter focuses on two diverse paradigms such as machine learning and fog computing which concern the processing and analysis of sensor data. The taxonomy of Machine Learning algorithms, significant aspects of Machine Learning in IoT data analytics and applications of Machine Learning based IoT techniques are elaborated. This chapter also elucidates fog computing and its tiered computing architecture for healthcare. The major issues and the future research directions of IoT Data analysis are also explained in this chapter.
Fields of Study & Subjects
IoT and Edge/Fog Computing
Internet of Things and AI
Artificial Intelligence in Healthcare
Publication details
- Journal / source
- Advances in computational intelligence and robotics book series
- Pages
- 67–90
- Publication date
- 5 February 2026
- Document type
- Book chapter