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Applied Learning Algorithms for Intelligent IoT book cover

1st Edition

Applied Learning Algorithms for Intelligent IoT

Edited By Pethuru Raj Chelliah, Usha Sakthivel, Susila Nagarajan Copyright 2022
368 Pages 170 B/W Illustrations
by Auerbach Publications

368 Pages 170 B/W Illustrations
by Auerbach Publications

368 Pages 170 B/W Illustrations
by Auerbach Publications
Also available as eBook on:
This book vividly illustrates all the promising and potential machine learning (ML) and deep learning (DL) algorithms through a host of real-world and real-time business use cases. Machines and devices can be empowered to self-learn and exhibit intelligent behavior. Also, Big Data combined with real-time and runtime data can lead to personalized, prognostic, predictive, and prescriptive insights.... Read more

1. Convolutional Neural Network in Computer Vision
Aishwarya D and R.I.Minu

2. Trends and Transition in the Machine Learning (ML) Space
Sruthi Anand, N Susila, and S Usha

3. Deep Learning: Algorithms, Platforms, Applications, and Research Trends in IoT
R. Ranjana, T. Sheela, B. Narendra Kumar Rao, and T. Subha

4. The Next-Generation IoT Use Cases across Industry Verticals using Machine and Deep Learning Algorithms
Kalaiarasan T R, Sruthi Anand, V Anandkuma, and Ratheeshkumar A.M.

5. A Panoramic View of Cyber Attack Detection and Prevention Using Machine Learning and Deep Learning Approaches
Esther Daniel, N. Susila, and S. Durga

6. Regression Algorithms in Machine Learning
S. Usha, Neha Singhal, Pethuru Raj, and Ashwini R Malipatil

7. Machine Learning Based Industrial Internet of Things (IIoT) and Its Applications
M. Sureshkumar, Rachel S, and Kaviselvan M V

8. Employee Turnover Prediction Using Single Voting Model
R. Valarmathi, M. Umadevi, and T. Sheela

9. A Novel Implementation of Sentiment Analysis towards Data Science
Vijayalakshmi Saravanan, Ishpreet Singh, Emanuel Szarek, Jereon Hak, and Anju S Pillai

10. Conspectus of K-Means Clustering Algorithm
S.Usha, Jyothi A P, N Susila, and T. Sheela

11. Systematic Approach to Deal with Internal Fragmentation and Enhancing Memory Space during COVID-19
Aparna Mohan, Maheswari R, and Thomas Abraham J. V.

12. IoT Automated Spy Drone to Detect and Alert Illegal Drug Plants for Law Enforcement
Gotluru Arun Kumar, PuluguYamini, and Maheswari R

13. Expounding K-Means-inspired Network Partitioning Algorithm for SDN Controller Placement　
Pushpa J. and Pethuru Raj

14. An Intelligent Deep Learning Based Wireless Underground Sensor System for IoT Based Agricultural Application
Priscilla Rajadurai and G. Jaspher W. Kathrine

15. Predicting Effectiveness of Solar Pond Heat Exchanger with LTES Containing CUO Nanoparticle Using Machine Learning
K Karunamurthy, G Suganya, M Ananthi, and T Subha

Biography

Dr. Pethuru Raj is Chief Architect and Vice President of the Site Reliability Engineering (SRE) Division of Reliance JioInfocomm. Ltd., Bangalore, India.

Dr. Usha Sakthivel is the dean of research, Department of Computer Engineering, RajaRajeswari College of Engineering, Bangalore, India.

Dr. Susila N is a professor and head of the Department of Information Technology, Sri Krishna College of Engineering and Technology, Coimbatore, India.

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