This new volume presents a selection of state-of-the-art technological advancements in IoT, network technologies, and software engineering that address unsolved issues in computational intelligence. The volume focuses on empirical, theoretical, and application perspectives on smart technologies and computational intelligence, identifying the advantages and limitations of each. The chapters on smart technologies address their application in communication services, healthcare and assistive technology, urban waste management, vehicle pollution and accident detection, and more. The technologies encompass the use of machine learning, blockchain, fog computing, etc. The volume goes on to discuss computational intelligence in network technologies as well as cryptography mechanisms, internet privacy protection, satellite communication technology, ant colony optimization algorithms, etc. The topics on computational intelligence in software engineering include security optimization via software-defined networking, education-based interactive automated agent, data warehouse requirement engineering, and more. Together with Volume 1: Data Science and AI, Selected Papers from CIAIS-2021, this 2-volume set offers and abundance of valuable information on emerging technologies in computational intelligence. Presents state-of-the-art advancements in IoT, network technologies, and software engineering. It focuses on smart technologies and computational intelligence in network technologies and in software engineering, such as cryptography mechanisms, internet privacy protection, satellite communication technology, etc.
Author(s): Parneeta Dhaliwal & Manpreet Kaur & Hardeo Kumar Thakur & Rajeev Kumar Arya & Joan Lu
Year: 2023
Language: English
Pages: 502
Cover
Half Title
Title Page
Copyright Page
About the Editors
Table of Contents
Contributors
Abbreviations
Preface
Committees of the International Conference on “Computational Intelligence in Analytics and Information Systems (CIAIS-2021),” April 2–3, 2021, Manav Rachna University, Faridabad, India
Part I: Smart Technologies
1. Communication Services for Social Connect: A Proposed Market for Wipro
2. Assistive Technology as a Potential Aid for Disability and Health: A Critical Analysis
3. A Study on a Water-Body-Based Robotics Waste Management System
4. An Analysis of City Command Centers of Indian Smart Cities
5. Design of a Vehicle Pollution Detection System Using IoT
6. Fog Computing: The Next Generation Computing Paradigm
7. Logical Study of Predictions and Gathering Methodologies to Enhance Co-Clustering Formulation from a Period of Change Information in Machine Learning
8. A Review on Machine Learning Techniques for Recognition of Human Actions
9. Proposed Intelligent Vehicular Accident Detection and Alerting Based on Internet of Things
10. Intelligent Spectacles for Accident Prevention
11. Impact of Co-doping on Armchair Silicene Nanoribbon using Al and P: A Potential Material for Efficient Computing
12. DOIFCM: An Outlier Efficient IFCM
13. Assessment of Document Clustering and Topic Modeling of Blockchain Adoption by the e-Sports Community
14. A Novel Hybrid Sampling Algorithm to Deal with Imbalanced Datasets
15. A Study on Analysis of E-Commerce Application on Online Healthcare
16. A Computational Approach to Detect the Incipient Cracks of Bearing in the Magnetic Particle Inspection Process
Part II: Computational Intelligence in Network Technologies
17. Comparison of Novel STE-AMM and EDES-ACM Frameworks with a Standard Cryptography Mechanism
18. Privacy Protection in Personalized Web Searches Using Anonymity
19. Performance Study of Various Routing Protocols in Opportunistic IoT Networks
20. On AES S-boxes with Variable Modulus and Translation Polynomials
21. On-Demand Link and Energy-Aware Dynamic Multipath Routing for Mobile Nodes in Wireless Sensor Networks
22. An Optimized Multi-Server Queuing Model for Transportation Problems
23. Forming the Cluster in the RFID Network for Improving the Efficiency and Investigation of the Unkind Attacks
24. Traffic-Aware Quality of Service Routing in SDIoT Using Ant Colony Optimization Algorithm
25. ML-BBFT: ML-Based Bonding-Based Forwarding Technique for Social OppIoT Networks
26. Eff-MANet: A Systematic Approach for Feature Extraction in Unstructured Road Scene Scenarios
27. Quantum Error Correction Technique for Quantum-Based Satellite Communication
Part III: Computational Intelligence in Software Engineering
28. A Study on an Education-Based Interactive Automated Agent
29. Issues in Retrieving Research Data from Open Source Software Projects: A Case Study
30. Proposed Model for Data Warehouse Requirement Engineering
31. Random Cloudlet Priority Scheduling: An Enhanced Approach
32. RAFI: Parallel Dynamic Test-Suite Reduction for Software
33. Security Optimization Through Programmability and Flexibility in Software-Defined Networking: A Novel Approach
34. Test Case Optimization Using Genetic Algorithm
Index
