Data science and innovations for intelligent systems
ساير اطلاعات عنواني
computational excellence and society 5.0
نام نخستين پديدآور
edited by Kavita Taneja ... [et. al.]
وضعیت نشر و پخش و غیره
محل نشرو پخش و غیره
Boca Raton
نام ناشر، پخش کننده و غيره
CRC Press
تاریخ نشرو بخش و غیره
2022.
مشخصات ظاهری
نام خاص و کميت اثر
xvii, 366 p.
یادداشتهای مربوط به کتابنامه ، واژه نامه و نمایه های داخل اثر
متن يادداشت
Includes bibliographical references and index.
یادداشتهای مربوط به مندرجات
متن يادداشت
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.
بدون عنوان
0
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
"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"--
موضوع (اسم عام یاعبارت اسمی عام)
عنصر شناسه ای
Electronic data processing
عنصر شناسه ای
Big data.
عنصر شناسه ای
Society 5.0
تقسیم فرعی موضوعی
Technological innovations.
رده بندی ديویی
ويراست
23/eng/20211102
رده بندی کنگره
شماره رده
QA76
نام شخص - ( مسئولیت معنوی درجه دوم )
عنصر شناسه اي
Taneja, Kavita,
ساير افزوده هاي نام (غير از تاريخ )
(Professor of computer science),
مبدا اصلی
کشور
ایران
سازمان
University of Tehran. Library of College of Science