Description
This book focuses on data analytics with machine learning using IoT and blockchain technology. Integrating these three fields by examining their interconnections, Intelligent Data Analytics, IoT, and Blockchain examines the opportunities and challenges of developing systems and applications exploiting these technologies. Written primarily for researchers who are working in this multi-disciplinary field, the book also benefits industry experts and technology executives who want to develop their organizations’ decision-making capabilities. Highlights of the book include:
- Using image processing with machine learning techniques
- A deep learning approach for facial recognition
- A scalable system architecture for smart cities based on cognitive IoT
- Source authentication of videos shared on social media
- Survey of blockchain in healthcare
- Accident prediction by vehicle tracking
- Big data analytics in disaster management
- Applicability, limitations, and opportunities of blockchain technology
The book presents novel ideas and insights on different aspects of data analytics, blockchain technology, and IoT. It views these technologies as interdisciplinary fields concerning processes and systems that extract knowledge and insights from data. Focusing on recent advances, the book offers a variety of solutions to real-life challenges with an emphasis on security.
Table of Contents
1. Skin Cancer Classification Using Image Processing with Machine Learning Techniques
Nirmala V., Shashank H.S. , Manoj M. M., Satish Royal G. and Premaladha J.
2. Trusted Location Information Verification Using Blockchain in Internet of Vehicles
Ritesh Yaduwanshi and Sushil Kumar
3. Comparative Analysis of Word-Embeddings Techniques Using LSTM Model
Mohd Danish and Mohammad Amjad
4. A Deep Learning Approach for Mask-Based Face Detection
Heta S. Desai and Atul M. Gonsai
5. A Scalable System Architecture for Smart Cities Based on Cognitive IoT
Nabeela Hasan and Mansaf Alam
6. Bagging-Based Ensemble Learning for Imbalanced Data Classification Problem
M.Govindarajan
7. Design and Implementation of a Network Security Model within a Local Area Network
Aderonke J. Ikuomola and Kehinde S. Owoputi, and Stephen O. Johnson-Rokosu
8. Review Study of Modern Symmetric and Asymmetric Cryptographic Techniques
Anupam Bhatia and Naveen Naveen
9. Quantum Computing-Based Image Representation with IBM QISKIT Liberaries
Barkha Singh, S. Indu, and Sudipta Majumdar
10. Source Authentication of Videos Shared on Social Media
Mohd Shaliyar and Khurram Mustafa
11. Task Scheduling Using MOIPSO Algorithm in Cloud Computing
Rajeshwari Sissodia, ManMohan Singh Rauthan, Varun Barthwal
12. Feature Selection-Based Comparative Analysis for Cardiovascular Disease Prediction Using Machine Learning Model
Smita and Ela Kumar
13. Use of the Cryptography in Networking to Preserve Secure Systems
Kamal Kumar, Vinod Kumar, and Seema
14. Issues and Challenges of Blockchain in Healthcare
Bhavna Sethi, Harish Kumar, and Sakshi Kaushal
15. Accident Prediction by Vehicle Tracking
Giddaluri Bhanu Sekhar, Javvaji Srinivasulu, M. Bhargav Chowdary, and M. Srilatha
16. Blockchain-Based Cryptographic Model in the Cloud Environment
Pranav Shrivastava, Bashir Alam, and Mansaf Alam
17. Big-Data Analytics in Disaster Management
Pallavi and Sandeep Joshi
18. Fuzzy Minimum Spanning Tree Calculation-Based Approach on Acceptability Index Method
Prasanta Kumar Raut, Siva Prasad Behera, Debdas Mishra, Vinod Kumar, and Kamal Lochan Mahanta
19. Encoder/Decoder Transformer-Based Hate Speech Detection Framework from Tweets
Usman and S. M. K. Quadri
20. Understanding Dark Web Protection against Cyber Attacks
Irfan Alam and Shaikh Mohammed Faizan
21. Various Elements of Analysis of Authentication Schemes for IoT Devices: A Brief Overview
Irfan Alam and Manoj Kumar
22. A Study of Carbon Emissions in Transport Sector
Aayesha Ashraf and Farheen Siddiqui
23. An Exploration of Blockchain Technology: Applicability, Limitations, and Opportunities
Amardeep Saha and Bam Bahadur Sinha
24. A Survey on Security Challenges and Existing Prevention Methods in FANET
Jatin Sharma and Pawan Singh Mehra
25. Mena Sukuk Price Prediction Modelling using Prophet Algorithm
Taufeeque Ahmad Siddiqui, Mohd Raagib Shakeel, and Shahzad Alam
26. Cancer Biomarkers Identification from the Transcriptomic data Using Supervised Machine Learning Approaches
Rubi, Farhan Jalees Ahmad, Bhavya Alankar, and Harleen Kaur
27. Development of a Secured and Interoperable Multi-Tenant Software-as-a-Service Electronic Health Record System
Aderonke J. Ikuomola and Kehinde S. Owoputi
28. Investigating Classification with Quantum Computer
Muhammad Hamid, Bashir Alam, Om Pal and Shamimul Qamar
29. A Comprehensive Analysis of Techniques Offering Dynamic Group Management in a Cloud Computing Environment
Pranav Shrivastava, Bashir Alam, and Mansaf Alam
30. Improved YOLOv5 with Attention Mechanism for Real-Time Weed Detection in the Paddy Field: A Deep Learning Approach
Bhuvaneswari Swaminathan, Prabu Selvam, Joseph Abraham Sundar K., and Subramaniyaswamy Vairavasundaram
