Data science and innovations for intelligent systems computational excellence and society 5.0 / edited by Kavita Taneja, Harmunish Taneja, Kuldeep Kumar, Arvind Selwal, Ouh Lieh.
| Format | Electronic |
| Edition | First edition. |
| Publication Info | Boca Raton : CRC Press, 2022. |
| Description | 1 online resource |
| Supplemental Content | Full text available from Taylor & Francis eBooks |
| Subjects |
| Other author/creator | Taneja, Kavita. |
| Other author/creator | Taneja, Harmunish. |
| Other author/creator | Kumar, Kuldeep, (Professor of computer science) |
| Other author/creator | Selwal, Arvind. |
| Other author/creator | Ouh, Lieh (Eng Lieh) |
| Contents | Quantum computing : computational excellence for society 5.0 / Paul R. Griffin, Michael Boguslavsky, Junye Huang, Robert J. Kauffman, and Brian R. Tan -- Prediction models for accurate data analysis : innovations in data science / Balwinder Kaur, Anu Gupta, R.K. Singla -- Software engineering paradigm for real-time accurate decision making for code smell prioritization / Randeep Singh, Amit Bindal, and Dr. Ashok Kumar -- Evaluating machine learning capabilities for predicting joining behavior of freshmen students enrolled at institutes of higher education : case study from a novel problem domain / Pawan Kumar and Manmohan Sharma -- Image processing for knowledge management and effective information extraction for improved cervical cancer diagnosis / Jaya. S and Latha. M -- Recreating efficient framework for resource constrained environment : HR analytics and its trends for society 5.0 / Kamakshi Malik, Rakesh K. Wats, Aman Khera -- Integration of internet of things (IoT) in health care industry : an overview of benefits, challenges and applications / Afshan Hassan, Devendra Prasad, Meenu Khurana, Umesh Kumar Lilhore, and Sarita Simaiya -- Cloud, edge and fog computing : trends and case studies / Eng Lieh Ouh, Stanislaw Jarzabek, Geok Shan Lim, and Ogawa Masayoshi -- A paradigm shift for computational excellence from traditional machine learning to modern deep learning based image steganalysis / Neelam Swarnkar, Arpana Rawal, and Gulab Patel -- Feature engineering for presentation attack detection in face recognition : a paradigm shift from conventional to contemporary data-driven approaches / Deepika Sharma and Arvind Selwal -- Reconfigurable binary neural networks hardware accelerator for accurate data analysis in intelligent systems / A. Kamaraj and J. Senthil Kumar -- Recommender system : techniques for better decision making for society 5.0 / Asha Rani, Kavita Taneja, and Harmunish Taneja -- Implementation of smart irrigation system using intelligent systems and machine learning approaches / Raghuraj Singh, Ashutosh Deshwal, and Kuldeep Kumar -- Light-weight cryptography using a trust-based system for internet of things (IoT) / Amit Chadgal and Arvind Selwal -- Innovation in healthcare for improved pneumonia diagnosis with gradient-weighted class activation map visualization / Guramritpal Singh Saggu, Keshav Gupta, and Palvinder Singh Mann. |
| Abstract | "This book not only focuses on the practical applications of data science to achieve computational excellence, but also digs deep into the issues and implications of intelligent systems"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Source of description | Description based on print version record and CIP data provided by publisher. |
| Issued in other form | Print version: Data science and innovations for intelligent systems First edition. Boca Raton : CRC Press, 2022 9780367676278 |
| Genre/form | Electronic books. |
| LCCN | 2021017709 |
| ISBN | 9781000456165 (epub) |
| ISBN | 9781003132080 (ebook) |
| ISBN | (hardback) |
| ISBN | (paperback) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |