Machine Learning in Information and Communication Technology : Proceedings of ICICT 2021, SMIT / edited by Hiren Kumar Deva Sarma, Vincenzo Piuri, Arun Kumar Pujari.

Format:

Book

Contributor:

Deva Sarma, Hiren Kumar, editor.

Piuri, Vincenzo, editor.

Pujari, Arun Kumar, editor.

Series:

Lecture Notes in Networks and Systems, 2367-3389 ; 498

Language:

English

Subjects (All):

Telecommunication.

Signal processing.

Artificial intelligence.

Artificial intelligence--Data processing.

Communications Engineering, Networks.

Signal, Speech and Image Processing.

Artificial Intelligence.

Data Science.

Local Subjects:

Communications Engineering, Networks.

Signal, Speech and Image Processing.

Artificial Intelligence.

Data Science.

Physical Description:

1 online resource (337 pages)

Edition:

1st ed. 2023.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2023.

Summary:

This book presents collection of research papers presented at International Conference on Information and Communication Technology (ICICT 2021) organized by Department of Information Technology, Sikkim Manipal Institute of Technology, Sikkim, India, during 23–24 December 2021. The book includes papers in the research area of communication networks, data science, healthcare informatics, bio-medical image processing, security of information including cryptography, machine learning applications, and AI applications.

Contents:

Part 1: Healthcare Informatics

Chapter 1. Earth Mover’s Distance Based Automated Disease Tagging of Indian ECGs

Chapter 2. Cardial Disease Prediction in Multi-variant Systems: A Short Survey

Chapter 3. SVM-based pre-and post-treatment cancer segmentation from lung and abdominal CT images via neighbourhood-influenced features

Chapter 4. Blood Cancer Detection with Microscopic Images using Machine Learning.-Chapter 5. A Survey on Leukemia Detection: A Machine Learning Approach

Chapter 6. Periocular Region Recognition - A Brief Survey

Chapter 7. A Bibliometric Analysis on the relationship between Emotional Intelligence, Self-Management and Health Information Seeking

Chapter 8. Preferences in the Detailing Process Among Young and Senior Physicians

Chapter 9. Perceptual Difference Patient & Physician on Negative Aspects of Social Media

Chapter 10. AUTCD-Net: An Automated Framework for Efficient Covid-19 Diagnosis on Computed Tomography Scans

Chapter 11. Computer aided detection of brain midline using CT images

Chapter 12. Deep neural network based classification of ASD and neuro-typical subjects using functional connectivity features derived from resting state fMRI data

Chapter 13. Application of Deep Learning in Healthcare

Part 2: Recommendation Systems

Chapter 14. A Popularity-based Recommendation System using Machine Learning

Chapter 15. Machine Learning based Movies and Shows Recommendation System. etc.

Notes:

Includes bibliographical references and index.

Other Format:

Print version: Deva Sarma, Hiren Kumar Machine Learning in Information and Communication Technology

ISBN:

981-19-5090-3

OCLC:

1350686900