Table of Contents

Preface

Chapter 1. Intelligent Systems for Future Applications Using Machine Learning
Anil Kumar Meher¹, Abhaya Kumar Sahoo² and Rekhanjali Sahoo^3
1Department of Computer Science & Engineering, Centurion University of Technology and Management, Bhubaneswar, India
²School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, India
³Department of Computer Science Engineering, GITA Autonomous College, Bhubaneswar, India

Chapter 2. Fundamental Models in Intelligent Systems Using Machine Learning and Deep Learning
R. Rathi¹, E. P. Ephzibah¹, V. Mareeswari¹, P. Visvanathan¹, R. Kanchana² and E. Deepakraj^1
1School of Information Technology and Engineering, VIT, Vellore, India
²Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Avadi, India

Chapter 3. A Comparative Analysis of Machine Learning Algorithms on Intrusion Detection Systems
Vijayan R., PhD, Mareeswari V., PhD, Rathi R., PhD, Ephzibah EP, PhD and Harshitha KSR, MTech (SE)
School of Computer Science Engineering and Information Systems (SCORE), Vellore Institute of Technology (VIT), Vellore, India

Chapter 4. A Novel Approach for Requirement-Based Test Case Prioritization Using Machine Learning Techniques
Aishwaryarani Behera¹, MTech, Arup Abhinna Acharya¹, PhD, Sanjukta Mohanty², MTech and Namita Panda¹, PhD
¹School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, India
²Computer Science and Engineering, Odisha University of Technology and Research, Bhubaneswar, India

Chapter 5. The Detection and Prevention of Phishing Threats in OSN Using Machine Learning Techniques
Smrutisrita Samal¹, BTech, Sanjukta Mohanty¹, MTech and Arup Abhinna Acharya², PhD (ABD)
¹Department of Computer Science and Engineering, OUTR, Odisha, India
²School of Computer Engineering, KIIT Deemed to be University, Odisha, India

Chapter 6. A Novel Approach to Detecting Apple Disease Using CNN
Chittaranjan Pradha, Mritunjay Kumar, Divyansi Mishra and Biswaroop Nath
School of Computer Engineering, Kalinga Institute of Industrial Technology, Odisha, India

Chapter 7. A Novel Sigmoid Butterfly Optimization Deep Learning Model for Big Data Classification
R. Umanesan¹, PhD, R. Kanchana¹, PhD, R. Rathi², PhD and P. Visvanathan², ME
¹Computer Science and Engineering, Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Chennai, India
²School of Information Technology and Engineering, VIT University, Vellore, India

Chapter 8. An Analysis of Optical Character Recognition-Based Machine Translation for Low Resource Languages
P. Mahesha, Trisiladevi C. Nagavi, Harshitha L. P., Swathi Alse and Shifali B. Shetty
Department of Computer Science and Engineering, S. J. College of Engineering, JSS Science and Technology University Mysore, India

Chapter 9. Generative AI for Bio-Signal Analysis and Augmentation
Shiyona Dash¹, Mtech, Ashis Kumar Parida¹, Btech, Kunal Pal¹, PhD and Mirza Khalid Baig¹, PhD
Department of Biotechnology and Medical Engineering, National Institute of Technology, Rourkela, Odisha, India

Chapter 10. Deep Learning for the Closed Loop Diabetes Management System
Deepjyoti Kalita¹, MTech, Hrishita Sharma¹, MTech, Ujjal Naskar¹, MS (Pharm), Bikash Kumar Mishra¹, BTech, Jayanta Kumar Panda², MD and Khalid B. Mirza¹, PhD
¹Department of Biotechnology and Medical Engineering, National Institute of Technology, Rourkela, Odisha, India
²SCB Medical College and Hospital, Cuttack, Odisha, India

Chapter 11. Digital Image Spatial Feature Learning and Mapping Using Geospatial Artificial Intelligence: A Case Study
Ajay Kumar¹, Jay Prakash Singh¹, Deepjyoti Choudhury¹, Vivek Kumar¹ and Sunil Kumar Bisoyi^2
1Department of Computer Science and Engineering, Manipal University Jaipur, Rajasthan India
²Postdoctoral Research Fellowship, Department of Mining Engineering, IIT (ISM) Dhanbad, Jharkhand, India

Index

Authors’ Biography