Data Intelligence and Cognitive Informatics : Proceedings of ICDICI 2021 (Algorithms for Intelligent Systems)

Jacob, I. Jeena (EDT)/ Kolandapalayam Shanmugam, Selvanayaki (EDT)/ Bestak, Robert (EDT)

Springer Verlag, Singapore（2022/02発売）

• 製本 Hardcover:ハードカバー版／ページ数 859 p.
• 言語 ENG
• 商品コード 9789811664595
• DDC分類 006.3

Full Description

The book is a collection of peer-reviewed best selected research papers presented at the International Conference on Data Intelligence and Cognitive Informatics (ICDICI 2021), organized by SCAD College of Engineering and Technology, Tirunelveli, India, during  July 16-17, 2021. This book discusses new cognitive informatics tools, algorithms, and methods that mimic the mechanisms of the human brain which leads to an impending revolution in understating a large amount of data generated by various smart applications. The book includes novel work in data intelligence domain which combines with the increasing efforts of artificial intelligence, machine learning, deep learning, and cognitive science to study and develop a deeper understanding of the information processing systems.

Contents

1. NLP Based Resume Screening & Job Recruitment Portal.- 2. Access Control and Authorization Techniques w.r.t. Client Applications.- 3. Anomaly Detection In Biomedical Data and Image Using Various Shallow and Deep Learning Algorithms.- 4. Quantum Generative Adversarial Networks.- 5. Sentimental Analysis For E-commerse Site.- 6. A Novel Approach to Apply Different Algorithms to Predict Covid-19 Disease.- 7. Gene regulation via Bloom filter.- 8. A Novel Survey on Ubiquitous Computing.- 9. Emotion Recognition in Speech using Convolutional Neural Networks.