Data science and innovations for intelligent systems : computational excellence and society 5.0 / edited by Kavita Taneja ... [et al.].
- 其他作者：
- 其他題名：
- Computational excellence and society 5.0
- Demystifying technologies for computational excellence : moving towards society 5.0.
- 出版： Boca Raton, FL : CRC Press c2022.
- 叢書名： Demystifying technologies for computational excellence : moving towards society 5.0
- 主題： Electronic data processing--Technological innovations. , Big data. , Society 5.0. , Society 5.0. , Big data.
- 版本：1st ed.
- ISBN： 9780367676278 (hbk.) :: NT$4535 、 0367676273 (hbk.) 、 9780367676285 (pbk.)
- 書目註：Includes bibliographical references and index.
-
讀者標籤：
- 系統號： 005172361 | 機讀編目格式
館藏資訊
Data science is an emerging field and innovations in it need to be explored for the success of society 5.0. 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. This book highlights innovations in data science to achieve computational excellence that can optimize performance of smart applications. The book focuses on methodologies, framework, design issues, tools, architectures, and technologies necessary to develop and understand data science and its emerging applications in the present era. This book will be useful for the research community, start-up entrepreneurs, academicians, and data centered industries and professors that are interested in exploring innovations in varied applications and areas of data science.
摘要註
"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"--
內容註
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