Intelligent Computing and Communication Techniques

Proceedings of the International Conference on Intelligent Computing and Communication Techniques (ICICCT 2024), New Delhi, India, 28-29 June, 2024 (Volume 3)

Arvind Dagur, Karan Singh, Pawan Singh Mehra, Dhirendra Kumar Shukla

• Publisher: CRC Press
• Year: 2025
• eBook ISBN: 9781040379738
• Topic: Computer Science
• Index: Computer Science

This book contains a prolific compilation of research papers presented at the International Conference on Intelligent Computing and Communication Techniques (ICICCT 2024). Some of its key features include:

• In-depth coverage of artificial intelligence, blockchain, and their role in enhancing smart living and security, with a focus on intelligent computing.
• Depiction of detailed system models and architecture to illustrate the practical applications of AI.
• Discussion on the role of AI and blockchain in banking, healthcare, navigation, communication, security, etc.
• Analysis of the challenges and opportunities presented by intelligent computing, communication techniques and blockchain in healthcare, education, banking and related industries.

It is designed for academics, researchers, students, and professionals seeking to expand their knowledge and engage with current research on artificial intelligence, secure transactions, real-time monitoring, and security.

Table of contents

• Cover
• Half Title
• Title Page
• Copyright Page
• Table of Contents
• Preface
• Acknowledgements
• Editor Biographies
• Conference Committee
• Cloud-based PG renting platform: Enhancing student housing experience through scalable and secure technology
• Agrosphere: Advances in technology driving market dynamics and the agricultural sector
• Improving cryptocurrency money laundering detection through reinforcement learning techniques
• Analysis of public opinions shared through social media: A case study using machine learning approach
• Tomato leaf diseases detection using machine learning
• Survey on early detection of Alzheimer's disease
• Food image classifier using deep learning models
• Land registry system using blockchain
• Shoplifting activity detection using ConvLSTM2D network
• Blockchain based online voting system
• CryptoRaise: A blockchain based reconfigurable crowdfunding system
• A system for stock price prediction and trading using machine learning algorithms
• Reward based funding using blockchain
• IoT-based system for prediction and monitoring of crops through machine learning algorithms
• Portfolio optimization using batch enabled particle swarm optimization
• Elevating responses: AI-enhanced aerial bots addressing environmental disasters in Himalayan region
• Enhancing hostility detection: A transformer based approach to hostility detection in Hindi
• Enhanced prompts for ethical representation: Bias mitigation in text-to-image generation models
• Empowering Indian sports through ‘Make in India’ initiative: Addressing technological gaps, current landscape, and indigenous innovations
• Transforming plant health: Leveraging advanced transformer model for plant disease detection and classification
• Assessing the risk of cancer in non-attainment cities of Rajasthan and Punjab due to inadequate quality of air
• Performance of pre-trained model in human activity recognition from videos
• Exploration of machine learning and deep learning techniques for thyroid disease prediction
• Interpretable multi-agent paradigm for ASD detection and social interaction training in B2C transactions for autistic person
• Heart disease prediction system using machine learning algorithms
• An improved dynamic spectrum sensing technique for next generation networks
• Roberta and Albert model-based network intrusion detection system
• Deepfake detection using vision transformer and graph neural network
• Enhancing Tor-NonTor traffic classification across diverse classifiers
• Modeling students’ perception and satisfaction towards chatbots usage in admission process
• Understanding the influence of customer reviews: A comprehensive review
• Bridging the gap: Exploring disparities in life expectancy in India compared to other countries
• Fault tolerance using multiple execution in real time cloud
• Unveiling the potential of digital twin technology in the fabric of industry 4.0
• Evaluating machine learning and deep learning approaches in IoT intrusion detection systems: A comparative study of techniques and datasets
• An extensive analysis of cloud computing security, focusing on current developments and potential future directions
• Analyzing intrusion detection systems in mobile ad-hoc network architectures: A systematic review
• Improving the prior detection rate of the pneumonia from chest images by using artificial intelligence techniques
• Hybrid statistical machine learning models for predicting impact of Coronavirus on Indian students
• Task scheduling in the cloud environment: A review
• Exploring machine learning-powered multi-agent systems and their uses in B2C E-commerce
• Navigating cyber forensics: Investigative techniques and challenges
• EfficientDet+: Enhancing multiple object detection with efficient architectures
• Forecasting solar power using hybrid LSTM-GRU with Adam optimizer and ReLU activation
• A comprehensive analysis of multi-view feature-set partitioning methods with machine learning algorithms
• Advancing sentiment analysis for US airline tweets: From machine learning to transformer
• Image processing and manipulation chain detection using deep learning
• Reconfigurable e-voting system with blockchain
• Blockchain based Twitter DApp
• Disability-specific learning platform
• Autotrack: Enhancing attendance management in educational institutions through automated tracking and recognition technologies
• Leveraging inception-v3 CNN model for efficient image classification
• Scan and pay ATM machine
• An adaptive neuro-fuzzy inference system (ANFIS) for sentiment analysis classification
• Analyzing the impact of generative adversarial networks for augmenting imbalanced brain MRI datasets
• Artificial intelligence insights for language learning
• Internet of Things and edge computing based cattle health monitoring system
• Traffic based selection of cluster head in WSN for IoT application
• Smart health report generating system using Blockchain
• Cerebraltropy
• Neurobiological basis of autism spectrum disorder: Focus on SHANK2 gene and molecular docking studies
• A context-based approach for word-level sentiment analysis using Plithogenic sets
• Handwritten Telugu two-digit recognition and novel computational analysis of the ancient fractional notations
• An overview of preprocessing techniques for mammography breast cancer prediction
• Prediction enhancement of logistics regression on mental health dataset
• Heart disease prediction using machine learning
• A systematic review of pedestrian detection techniques using deep learning
• Fintech as financial innovation catalyst: Opportunities, challenges and cybersecurity implications in India's emerging financial landscape
• A book recommender system based on visual cues of book covers: “Judge a book by its cover”
• Question answering model: Precise information extraction from the raw data
• A review of application of multi-agent systems and ensemble learning techniques in B2B ecommerce
• Enhanced software defect prediction using multi-layer perceptron
• Prediction of diabetes using machine-learning algorithms
• Comparative study of pre-trained transformer-based models for automatic title generation
• Automated image captioner with an image verifier
• A taxonomic analysis of transformer variants for machine translation
• Exploring the risks and challenges of artificial intelligence in autonomous vehicles
• X-ray image analysis for knee osteoarthritis detection and severity prediction using artificial intelligence
• House price forecasting using machine learning
• Conv3D and LSTM algorithms based accident detection system
• The AARAV-advanced artificial response and voice
• Strategizing the use of AI in employee recruitment and selection
• Assessment of deep learning models for skin disease classification
• Video anomaly detection using transformer
• Toward enhanced community detection: An integrated novel approach
• Exploring GAN variants for facial age progression: A comparative study
• Enhancing brain tumour detection with MRI data using convolutional neural networks
• SATARS: Smart attendance tracking and activity recognition system
• A study of children's mental health prediction and analysis using hybrid deep learning
• Machine learning approach to prediction of generalized anxiety disorder in adolescents: Sleep, activity, substance use, and early intervention
• Stock market prediction using machine learning
• Optimal power management using newton raphson method for energy-harvesting SWIPT enabled wireless networks
• Machine learning based action detection using sign language model
• Footprint-based biometric authentication: A survey of methods, uses, and prospects
• Detection of plant infections through image processing: A comprehensive review and analysis
• Comprehensive review on Alzheimer's disease classification using machine learning techniques
• Similarity measure in image watermarking through topological analysis
• Hospital appointee
• An efficient caffe model based multiple object detection and recognition system using R-CNN
• Eat smart app for preventing IgE-mediated food triggers in patients using auto ML
• Solving security and privacy issues in IoT using blockchain
• Leveraging secretary bird optimization for energy-efficient routing in WSNs
• Lifetime enhancement of IoT using mobile edge computing and reinforcement learning
• Closing the gap between technology and business in enterprise corporate governance
• Business intelligence in HRM: A support in human resource strategies
• Exploring ethical standards and faculty responsibilities in higher education: A comprehensive study
• Revolutionizing e-commerce security with blockchain: Cutting-edge solutions for enhanced trust and safety
• Scalable and cost-effective electricity load prediction through cloud-AI integration
• Water quality monitoring framework for smart campus using IoT and cloud
• Neuro-guard: Reinforcing web security with convolutional neural networks against cross-site scripting attacks
• VigilanceX: A threat detection system using artificial neural networks
• Mudra talk: Indian sign language translator
• SKILLSYNC: Personalized skill development
• Recent advances and future trends in information retrieval system: A survey
• From nodes to networks: Understanding social structures through analysis
• A comparative analysis of digital forgery detection
• Author index