Supervised and Unsupervised Data Engineering for Multimedia Data

Suman Kumar Swarnkar, PhD, holds a PhD in computer science and engineering and combines over two years of industry experience with over eight years as an assistant professor. J. P. Patra, PhD, a seasoned professor, boasts more than 17 years of research and teaching in artificial intelligence, algorithms, cryptography, and network security, with numerous patents and contributions to reputable publishers. Sapna Singh Kshatri, PhD, serves as an assistant professor specializing in artificial intelligence and machine learning, having authored several books and received multiple awards. Yogesh Kumar Rathore, an assistant professor with 16 years of experience, has published over 40 research papers in conferences and journals, showcasing a comprehensive understanding of computer science and engineering. Tien Anh Tran, PhD, is an assistant professor at Vietnam Maritime University, Haiphong, Vietnam. He has almost ten years of research and teaching experience and has published numerous papers in scientific and scholarly journals. He has also been a guest editor and reviewer for several journals.

• List of Figures xiiiList of Tables xixPreface xxi1 SLRRT: Sign Language Recognition in Real Time 1Monika Lamba and Geetika Munjal2 Unsupervised/Supervised Feature Extraction and Feature Selection for Multimedia Data(Feature extraction with feature selection for Image Forgery Detection) 27Arun Anoop M., Karthikeyan P. and S. Poonkuntran3 Multimedia Data in Healthcare System 63Sarita Gulia, Pallavi Pandey and Yogita Yashveer Raghav4 Automotive Vehicle Data Security Service in IoT Using ACO Algorithm 93Sivanantham, K. and Blessington Praveen, P.5 Unsupervised/Supervised Algorithms for Multimedia Data in Smart Agriculture 111Reena Thakur, Parul Bhanarkar and Uma Patel Thakur6 Secure Medical Image Transmission Using 2-D Tent Cascade Logistic Map 133L. R. Jonisha Miriam, A. Lenin Fred, S. N. Kumar, Ajay Kumar H., I. Christina Jane, Parasuraman Padmanabhan and Balázs Gulyás7 Personalized Multi-User-Based Movie and Video Recommender System: A Deep Learning Perspective 149Jayaramu H. K., Suman Kumar Maji and Hussein Yahia8 Sensory Perception of Haptic Rendering in Surgical Simulation 177Rachit Sachdeva, Eva Kaushik, Sarthak Katyal, Krishan Kant Choudhary and Rohit Kaushik9 Multimedia Data in Modern Education 189Roopashree, Praveen Kumar M., Pavanalaxmi, Prameela N. S. and Mehnaz Fathima10 Assessment of Adjusted and Normalized Mutual Information Variants for Band Selection in Hyperspectral Imagery 217Bhagyashree Chopade, Vikas Gupta and Divyesh Varade11 A Python-Based Machine Learning Classification Approach for Healthcare Applications 247Vishal Sharma12 Supervised and Unsupervised Learning Techniques for Biometric Systems 263Pallavi Pandey, Yogita Yashveer Raghav, Sarita Gulia, Sagar Aggarwal and Nitin KumarAbout the Editors 301Index 303