Next-Gen Technologies in Computational Intelligence

Proceeding of the International Conference on Next-Gen Technologies in Computational Intelligence (NGTCA 2023)

R. Anandan, M. Senthil Kumar, Biji C. L., Vicente García Díaz, Souvik Pal

• Publisher: CRC Press
• Year: 2024
• Print ISBN: 9781032553900
• eBook ISBN: 9781040046036
• Edition: 1
• Topic: Computer Science
• Subtopic: Computer Science General
• Index: Computer Science

The Proceeding includes the research contribution from the International Conference on Next-Gen Technologies in Computational Intelligence (NGTCA 2023) held on March 24th 2023 at Vels Institute of Science, Technology and Advanced Studies. NGCTA 2023 is the flagship conference of the Computer Society of India (Region 7). Computer Society of India (CSI) is the largest association of IT professionals in India. CSI is a non-profit organization established in 1965 and its members are committed to the advancement of theory and practice of Computer Engineering and Technology Systems. The Mission of CSI is to facilitate research, knowledge sharing, learning, and career enhancement for all categories of IT professionals, while simultaneously inspiring and nurturing new entrants into the industry and helping them to integrate into the IT community. At present, CSI has 76chapters across India, over 550 student branches with 1,00,000 plus members. It serves its members through technical events, seminars, workshops, conferences, publications & journals, research projects, competitions, special interest groups, awards & recognitions, etc. Various CSI chapters conduct Research Convention every year.

Table of contents

• Cover Page
• Half Title page
• Copyright Page
• Title Page
• Contents
• List of Figures
• List of Tables
• Preface
• Foreword
• Foreword
• Acknowledgments
• Short Bio of Editors
• 1. Blockchain-Based Identity Management System in the Digital Industry
• 2. An Improved Neural Network Classifier for Melanoma Skin Lesion Detection
• 3. Trust Aware Energy Efficient Model Using Evolutionary Computing in WSN
• 4. Introspection of CNN Primitive Features for Indian Sign Language Based Hand Gesture Recognition of Daily Used Words Using Machine Learning
• 5. Implementation of Quantum Image Processing Techniques Using the Chan-Vese Segmentation Algorithm to Convert Bits to Qubits to Enhance The Storage Capacity of the Pixels to Achieve Optimal Output to Identify the Paddy Leaf Diseases
• 6. Prediction of Bitcoin-Heist Ransomware Attack Using Machine Learning
• 7. A Review of Classification, Detection, and Prognosis of Coronary Artery Disease
• 8. Optimization of Packet Length using Exclusive SCCO Algorithm In WSN And IoT Based Networks
• 9. Novel Triphasic Architecture to Ascertain Malicious Exam-Takers
• 10. SDKL Hybrid ML Model to Predict Heart Disease Detection
• 11. Optimization of Energy Aware Clustering For Wireless Sensor Network
• 12. Next-Gen Technologies in Computational Intelligence [NGTC-2023] PID 62: Prediction of Corneal Ulcer Using Deep Convolutional Neural Network and Support Vector Machine Classification Model
• 13. Efficient PHOA Based Routing Network Protocol for IoT-Sem System
• 14. Enhancement of Security and Performance of Multimedia Data Transmission Over Fog
• 15. Improving the Energy Efficiency Based on Cooperative Routing Using Genetic Algorithm (GA) for Dynamic Clusters in Underwater Wireless Sensor Networks
• 16. Chest X—Ray Based Classification of Lungs Pathology Using VGG-16 Features and Double Ensemble Classifier
• 17. Machine Learning Algorithms To Predict The Brain Stroke
• 18. An Efficient Student Relationship Automation Using Multimodal Temporal Convolution Networks and Ranked Resolving Computations
• 19. Data Privacy Preservation with Optimization Technique for Effective Multi-Cloud Storage and Security
• 20. A Framework for Real-Time Prediction of Inappropriate Content
• 21. Statistical and Algorithmic Color Normalization and Stain Separation Methods: A Brief Study
• 22. Classification of Malware Infected API Call Sequences With Ensemble Learning
• 23. DDoS Identification and Defense Procedure Using Deep Learning Approaches For SDN
• 24. Comprehensive Autonomous Vehicle Optimal Routing With Dynamic Heuristics
• 25. Fake Review Detection in Movie Recommendation System Using Hybrid Method
• 26. Leprosy Screening Through Image Processing Methods
• 27. Real-Time V2V Communication for Collision Detection in VANETs Using ESP Mesh Protocol: An IoT-Based Implementation for the Internet of Vehicles
• 28. Cyber Security Holes of JSON Web Token
• 29. Blockchain for Philanthropy
• 30. Predictive Analysis Using Big Data in the Treatment of Pulmonary Diseases
• 31. An Improved and Secured Elliptic Curve Cryptography Using Matrix Bitwise Complement for Data Security in Cloud
• 32. Real-Time Over-The-Air-Programming (OTAP) for Wireless Sensor Network: Implementation and Analysis Using SENSEnuts IoT Platform
• 33. Mobile-Based Cloud Detection Model for Skin Cancer Using Machine Learning
• 34. Using the Greedy Algorithm to Minimize Bandwidth in P2P Networks Over Video Live Streaming
• 35. Human Brain Tumors and the Role of the Neural Network
• 36. Best Fit Topic Model Coherence Improvement for Subectivity Analysis of Gestational Diabetes Mellitus
• 37. A Decentralized Application-DAPP for Remote Voting System Based on Blockchain Technology
• 38. Diagnosis of Mild Cognitive Impairment Using Multimodal Imaging With Machine Learning Techniques
• 39. Surface Defect Detection for Wet Blue Leather Using Deep Learning Approach
• 40. Attack Detection for Stock Trading Application Using Unsupervised Machine Learning
• 41. Manipulation of 3D Objects in Handheld Augmented Reality for Campus Virtual Visit
• 42. Locality Recommendation System Using Exploratory Data Analysis and Affinity Propagation
• 43. Real-Time Pothole Detection Using Deep Learning
• 44. Contact Less Virtually Controlling System Using Computer Vision Techniques
• 45. Underwater Benthos Detection in Marine Benthic Zone Using Single Shot MultiBox Detector
• 46. Digital Human Creator Using Facial Expression and Voice
• 47. Enhancing the Security of Electronic Health Records Using Consortium Blockchain
• 48. Deep Learning Model for Segmentation of Brain Tumor in MRI Images
• 49. Embedding Intelligence on Edge Computing for the Classification of IoT Data Using Machine Learning with Deep Autoencoder
• 50. Teens, Screens, and Mental Health- A Study on Digital Wellbeing
• 51. AI-Enabled Human and Machine Activity Monitoring in IIOT Systems
• 52. Application Development for Solving the Farmer Yield Problem Using Cloud Computing
• 53. AI Enabled E-Commerce Studio Website
• 54. Correlational and Sentimental Analysis Using LSTM to Forecast Stock Price
• 55. A Novel Authentication System Based on CNN and IoT
• 56. Cryptocurrency Price Prediction Using LSTM and RNN Techniques
• 57. A Study on Cybernated Watermarking Approach on Image With Cryptographic Encryption
• 58. A Survey on Implementation and Development of AES Cryptography Algorithm In Various Fields
• 59. A Survey on Alerting Using Honeyword System
• 60. A Study on IoT Based Road Safety and Traffic Management
• 61. Image-Based Steganography for Android: Concealing Secrets in Pixels
• 62. Various Methods of Injection Attacks
• 63. Password Protection and
• 64. Securing Wireless Communication in Cyber-Physical and IoT
• 65. Prevention and Detection of Arp Spoofing - A Survey
• 66. A Survey on Enhancing Password Guessing and Dictionary List Creation Techniques Using OSINT
• 67. Survey on Multi-Factor Authentication in Cloud Computing
• 68. Survey on Improvement in Efficiency of Steganography
• 69. A Hybrid Model for Guided Filtering-Based Edge Preservation of Fused Multi-modal Medical Images
• 70. State of Art Survey on Memory Forensic Acquisition & Techniques
• 71. Product Review System using CNN & MERN Stack
• 72. Invading Into Android Using Metasploit
• 73. A Review of Privacy Protection Data Utility Mining Using Perturbation
• 74. Plant Disease Detection Using Stochastic Gradient Classifier With RBNN
• 75. Autonomous Assistance for Alzheimer's Patients
• 76. Developing an Internet of Things based soil moisture prediction
• 77. Mitigation of Threats in Cloud Using Ensemble Hybrid Machine Learning
• 78. Detection of Insects, Birds, and Wild Animals in Farming Land Using Regional Convolutional Neural Network
• 79. A Trifold Authentication Using Elliptical Cryptography in Cloud Computing
• 80. Binary Classification of Medical Chest X-Ray Using Gaussian Naive Bayes in Machine Learning