Data Intelligence and Cognitive Informatics

Proceedings of ICDICI 2021
1. Auflage 2022
ISBN: 978-981-16-6462-5
Verlag: Springer Nature Singapore

Buch, Englisch, 859 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 1305 g

Reihe: Algorithms for Intelligent Systems

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.

Zielgruppe

Research

Autoren/Hrsg.

Jacob, I. Jeena

Bestak, Robert

Kolandapalayam Shanmugam, Selvanayaki

Fachgebiete

• Mathematik | Informatik Mathematik Stochastik Mathematische Statistik
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Interdisziplinäres Wissenschaften Wissenschaften Interdisziplinär Neurowissenschaften, Kognitionswissenschaft
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Klinische und Innere Medizin Neurologie, Klinische Neurowissenschaft

Inhaltsverzeichnis

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.

Über Autor(innen)

Jeena Jacob is working as Professor in Computer Science and Engineering department at GITAM University, Bangalore, India. She actively participates on the development of the research field by conducting international conferences, workshops, and seminars. She has published many articles in referred journals. She has guest edited an issue for International Journal of Mobile Learning and Organization. Her research interests include mobile learning and computing.

Dr. Selvanayaki Kolandapalayam Shanmugam holds a Bachelor’s degree in Mathematics and Masters in Computer Applications from Bharathiar University, and her Master of Philosophy in Computer Science from Bharathidasan University, and a Ph.D. in Computer Science from Anna University. She takes various positions as Teaching Faculty, Research Advisor, and Project Coordinator in the field of Academics from 2002 in various reputed institutions. She has related to the IT industry for more than 5 years by taking her prestigious role as Business Analyst Consultant. Her primary research interests are in the application of computing and information technologies to problems which impacts societal benefits.
Robert Bestak received the Ph.D. degree in Computer Science from ENST Paris, France (2003) and M.Sc. degree in Telecommunications from Czech Technical University in Prague, CTU, Czech Republic (1999). Since 2004, he has been Assistant Professor at the Department of Telecommunication Engineering, Faculty of Electrical Engineering, CTU. He took part in several national, EU, and third-party research projects. He is Czech Representative in the IFIP TC6 organization and Vice-Chair of working group TC6 WG6.8. He serves as Steering and Technical Program Committee Member of many IEEE/IFIP conferences (Networking, WMNC, NGMAST, etc.), and he is Member of the editorial board of several international journals (Computers & Electrical Engineering, Electronic Commerce Research Journal, etc.). His research interestsinclude 5G networks, spectrum management, and big data in mobile networks.