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Big Data Analytics and Computing for Digital Forensic Investigations
Digital forensics has recently gained a notable development and become the most demanding area in today’s information security requirement. This book investigates the areas of digital forensics, digital investigation and data analysis procedures as they apply to computer fraud and cybercrime, with t... More
Language: ENGCopyright: 2020 -
Integration of Cloud Computing with Internet of Things: Foundations, Analytics and Applications (Advances in Learning Analytics for Intelligent Cloud-IoT Systems)
The book aims to integrate the aspects of IoT, Cloud computing and data analytics from diversified perspectives. The book also plans to discuss the recent research trends and advanced topics in the field which will be of interest to academicians and researchers working in this area. Thus, the book i... More
Language: ENGCopyright: 2021 -
The Art of Algorithm Design
The Art of Algorithm Design is a complementary perception of all books on algorithm design and is a roadmap for all levels of learners as well as professionals dealing with algorithmic problems. Further, the book provides a comprehensive introduction to algorithms and covers them in considerable dep... More
Language: ENGCopyright: 2022 -
Internet of Things and Its Applications (EAI/Springer Innovations in Communication and Computing)
This book offers a holistic approach to the Internet of Things (IoT) model, covering both the technologies and their applications, focusing on uniquely identifiable objects and their virtual representations in an Internet-like structure. The authors add to the rapid growth in research on IoT communi... More
Language: ENGCopyright: 2022 -
Data Analytics in Bioinformatics: A Machine Learning Perspective
by Xiaobo Zhang • Suneeta Satpathy • Sachi Nandan Mohanty • Tanupriya Choudhury • Rabinarayan SatpathyMachine learning techniques are increasingly being used to address problems in computational biology and bioinformatics. Novel machine learning computational techniques to analyze high throughput data in the form of sequences, gene and protein expressions, pathways, and images are becoming vital for... More
Language: ENGCopyright: 2021 -
Machine Learning Approach for Cloud Data Analytics in IoT
by Jyotir Moy Chatterjee • Suneeta Satpathy • Sachi Nandan Mohanty • Monika Mangla • Sirisha PotluriIn this era of IoT, edge devices generate gigantic data during every fraction of a second. The main aim of these networks is to infer some meaningful information from the collected data. For the same, the huge data is transmitted to the cloud which is highly expensive and time-consuming. Hence, it n... More
Language: ENGCopyright: 2021 -
Applications of Artificial Intelligence in COVID-19 (Medical Virology: From Pathogenesis to Disease Control)
The book examines the role of artificial intelligence during the COVID-19 pandemic, including its application in i) early warnings and alerts, ii) tracking and prediction, iii) data dashboards, iv) diagnosis and prognosis, v) treatments, and cures, and vi) social control. It explores the use of arti... More
Language: ENGCopyright: 2021