Data science and innovations for intelligent systems: computational excellence and society 5.0
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Boca Raton
CRC Press
2021
|
| Schriftenreihe: | Demystifying technologies for computational excellence : moving towards society 5.0
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xvii, 366 Seiten Illustrationen, Diagramme 24 cm |
Internformat
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Datensatz im Suchindex
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| adam_text | Contents Editors...........................................................................................................................................vii Contributors................................................................................................................................ ix Chapter 1 Quantum Computing: Computational Excellence for Society 5.0........................................................................................... 1 Paul R. Griffin, Michael Boguslavsky, Junye Huang, Robert J. Kauffman, and Brian R. Tan Chapter 2 Prediction Models for Accurate Data Analysis: Innovations in Data Science......................................................................................33 Balwinder Kaur, Anu Gupta, and R. K. Singla Chapter 3 Software Engineering Paradigm for Real-Time Accurate Decision Making for Code Smell Prioritization...............................67 Randeep Singh, Amit Bindal, and Ashok Kumar Chapter 4 Evaluating Madrine Learning Capabilities for Predicting Joining Behavior of Freshmen Students Enrolled at Institutes of Higher Education: Case Study from a Novel Problem Domain..................95 Pawan Kumar and Manmohan Sharma Chapter 5 Image Processing for Knowledge Management and Effective Information Extraction for Improved Cervical Cancer Diagnosis......................................................................................... Ill S. Joya and M. Latha Chapter 6 Recreating Efficient Framework for Resource-Constrained Environment: HR Analytics and its Trends for Society 5.0.......... 139 Kamakshi Malik, Rakesh K.
Wats, and Aman Khera Chapter 7 Integration of Internet of Things (IoT) in Health Care Industry: An Overview of Benefits, Challenges, and Applications..................................................................................... 165 Afshan Hassan, Devendrá Prasad, Meenu Khurana, Umesh Kumar Lilhore, and Sarita Simaiya v
Contents VI Chapter 8 Cloud, Edge, and Fog Computing: Trends and Case Studies.............................................................................................. 181 Eng Lieh Ouh, Stanislaw Jarzabek, Geok Shan Lim, and Ogawa Masayoshi Chapter 9 A Paradigm Shift for Computational Excellence from Traditional Machine Learning to Modem Deep Learning-Based Image Steganalysis...............................................209 Neelam Swarnkar, Arpana Rawal, and Gulab Patel Chapter 10 Feature Engineering for Presentation Attack Detection in Face Recognition: A Paradigm Shift from Conventional to Contemporary Data-Driven Approaches.........................................241 Deepika Sharma and Arvind Selwal Chapter 11 Reconfigurable Binary Neural Networks Hardware Accelerator for Accurate Data Analysis in Intelligent Systems........................261 A. Kamaraj and J. Senthil Kumar Chapter 12 Recommender System: Techniques for Better Decision making for Society 5.0.................................................................................281 Asha Rani, Kavita Taneja, and Harmunish Taneja Chapter 13 Implementation of Smart Irrigation System Using Intelligent Systems and Machine Learning Approaches...............................299 Raghuraj Singh, Ashutosh Deshwal, and Kuldeep Kumar Chapter 14 Lightweight Cryptography Using a Trust-Based System for Internet of Things (IoT)..................................................................319 Amit Chadgal and Arvind Selwal Chapter 15 Innovation in Healthcare for Improved Pneumonia Diagnosis with Gradient-Weighted Class
Activation Map Visualization......339 Guramritpal Singh Saggu, Keshav Gupta, and Palvinder Singh Mann Index......................................................................................................................365
|
| adam_txt |
Contents Editors.vii Contributors. ix Chapter 1 Quantum Computing: Computational Excellence for Society 5.0. 1 Paul R. Griffin, Michael Boguslavsky, Junye Huang, Robert J. Kauffman, and Brian R. Tan Chapter 2 Prediction Models for Accurate Data Analysis: Innovations in Data Science.33 Balwinder Kaur, Anu Gupta, and R. K. Singla Chapter 3 Software Engineering Paradigm for Real-Time Accurate Decision Making for Code Smell Prioritization.67 Randeep Singh, Amit Bindal, and Ashok Kumar Chapter 4 Evaluating Madrine Learning Capabilities for Predicting Joining Behavior of Freshmen Students Enrolled at Institutes of Higher Education: Case Study from a Novel Problem Domain.95 Pawan Kumar and Manmohan Sharma Chapter 5 Image Processing for Knowledge Management and Effective Information Extraction for Improved Cervical Cancer Diagnosis. Ill S. Joya and M. Latha Chapter 6 Recreating Efficient Framework for Resource-Constrained Environment: HR Analytics and its Trends for Society 5.0. 139 Kamakshi Malik, Rakesh K.
Wats, and Aman Khera Chapter 7 Integration of Internet of Things (IoT) in Health Care Industry: An Overview of Benefits, Challenges, and Applications. 165 Afshan Hassan, Devendrá Prasad, Meenu Khurana, Umesh Kumar Lilhore, and Sarita Simaiya v
Contents VI Chapter 8 Cloud, Edge, and Fog Computing: Trends and Case Studies. 181 Eng Lieh Ouh, Stanislaw Jarzabek, Geok Shan Lim, and Ogawa Masayoshi Chapter 9 A Paradigm Shift for Computational Excellence from Traditional Machine Learning to Modem Deep Learning-Based Image Steganalysis.209 Neelam Swarnkar, Arpana Rawal, and Gulab Patel Chapter 10 Feature Engineering for Presentation Attack Detection in Face Recognition: A Paradigm Shift from Conventional to Contemporary Data-Driven Approaches.241 Deepika Sharma and Arvind Selwal Chapter 11 Reconfigurable Binary Neural Networks Hardware Accelerator for Accurate Data Analysis in Intelligent Systems.261 A. Kamaraj and J. Senthil Kumar Chapter 12 Recommender System: Techniques for Better Decision making for Society 5.0.281 Asha Rani, Kavita Taneja, and Harmunish Taneja Chapter 13 Implementation of Smart Irrigation System Using Intelligent Systems and Machine Learning Approaches.299 Raghuraj Singh, Ashutosh Deshwal, and Kuldeep Kumar Chapter 14 Lightweight Cryptography Using a Trust-Based System for Internet of Things (IoT).319 Amit Chadgal and Arvind Selwal Chapter 15 Innovation in Healthcare for Improved Pneumonia Diagnosis with Gradient-Weighted Class
Activation Map Visualization.339 Guramritpal Singh Saggu, Keshav Gupta, and Palvinder Singh Mann Index.365 |
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| spelling | Data science and innovations for intelligent systems computational excellence and society 5.0 edited by Kavita Taneja, Harmunish Taneja, Kuldeep Kumar, Arvind Selwal and Eng Lieh Ouh Boca Raton CRC Press 2021 xvii, 366 Seiten Illustrationen, Diagramme 24 cm txt rdacontent n rdamedia nc rdacarrier Demystifying technologies for computational excellence : moving towards society 5.0 Big data Big data / Social aspects Big data / Industrial applications Expert systems (Computer science) Big data fast Big data / Social aspects fast Expert systems (Computer science) fast Data Science (DE-588)1140936166 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Data Science (DE-588)1140936166 s DE-604 Taneja, Kavita ca. 20./21. Jh. Sonstige (DE-588)1250717132 oth Taneja, Harmunish ca. 20./21. Jh. Sonstige (DE-588)1250717221 oth Kumar, Kuldeep ca. 20./21. Jh. Sonstige (DE-588)1250717590 oth Selwal, Arvind ca. 20./21. Jh. Sonstige (DE-588)125071799X oth Ouh, Eng Lieh ca. 20,/21. Jh. Sonstige (DE-588)1250718376 oth ebook version Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033042352&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
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| title | Data science and innovations for intelligent systems computational excellence and society 5.0 |
| title_auth | Data science and innovations for intelligent systems computational excellence and society 5.0 |
| title_exact_search | Data science and innovations for intelligent systems computational excellence and society 5.0 |
| title_exact_search_txtP | Data science and innovations for intelligent systems computational excellence and society 5.0 |
| title_full | Data science and innovations for intelligent systems computational excellence and society 5.0 edited by Kavita Taneja, Harmunish Taneja, Kuldeep Kumar, Arvind Selwal and Eng Lieh Ouh |
| title_fullStr | Data science and innovations for intelligent systems computational excellence and society 5.0 edited by Kavita Taneja, Harmunish Taneja, Kuldeep Kumar, Arvind Selwal and Eng Lieh Ouh |
| title_full_unstemmed | Data science and innovations for intelligent systems computational excellence and society 5.0 edited by Kavita Taneja, Harmunish Taneja, Kuldeep Kumar, Arvind Selwal and Eng Lieh Ouh |
| title_short | Data science and innovations for intelligent systems |
| title_sort | data science and innovations for intelligent systems computational excellence and society 5 0 |
| title_sub | computational excellence and society 5.0 |
| topic | Big data Big data / Social aspects Big data / Industrial applications Expert systems (Computer science) Big data fast Big data / Social aspects fast Expert systems (Computer science) fast Data Science (DE-588)1140936166 gnd |
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