Progressive Computational Intelligence, Information Technology and Networking

Poonam Nandal, Mamta Dahiya, Meeta Singh, Arvind Dagur, Brijesh Kumar

• Publisher: CRC Press
• Year: 2025
• eBook ISBN: 9781040423943
• Topic: Computer Science
• Index: Computer Science

Progressive Computational Intelligence, Information Technology and Networking presents a rich and diverse collection of cutting-edge research, real-world applications, and innovative methodologies spanning across multiple domains of computer science, artificial intelligence, and emerging technologies. This comprehensive volume brings together different scholarly chapters contributed by researchers, practitioners, and thought leaders from around the globe.

The book explores a wide array of topics including—but not limited to—machine learning, deep learning, cloud computing, cybersecurity, Internet of Things (IoT), blockchain, natural language processing, image processing, and data analytics. It addresses the practical implementation of technologies in sectors such as healthcare, agriculture, education, smart cities, environmental monitoring, finance, and more.

Each chapter delves into specific challenges, frameworks, and experimental outcomes, making this book an essential reference for academicians, researchers, industry professionals, and students who aim to stay ahead in the rapidly evolving digital world.

Table of contents

• Cover Page
• Half Title page
• Title Page
• Copyright Page
• Contents
• List of Figures
• List of Tables
• 1 Implementation of agile methodology using JIRA
• 2 CNN model to automate healthcare by providing accurate diagnosis of undetectable diseases
• 3 Advancements in CNN-based Iris recognition: Enhancing biometric security and authentication systems
• 4 Enhancing breast cancer screening with machine learning predictive models
• 5 Data security enhancement in cloud computing using AES encryption
• 6 Deep learning network for bio-processed techniques in adaptive image recognition
• 7 Prognosis of relocation disease in animals using aggregation method with optimization techniques
• 8 Plant disorder recognition and classification with segmentation
• 9 Optimizing machine learning-based smart residence security using face identification
• 10 IoT-powered smart health care system
• 11 Developing a novel framework for a healthcare claims data generator to simulate fraudulent and legitimate situations
• 12 A comprehensive study on emotional state of a person using contemporary deep learning techniques
• 13 Bladder tissue classification in multi-domain endoscopic images using deep learning
• 14 Green solutions an overview
• 15 Integration Challenges and Opportunities in IoT Systems
• 16 Examination of machine learning algorithms for prostate cancer patients
• 17 Reinforcement learning approach to predictive analytics
• 18 NoteNest: Discover, share and access quality notes for every subjects
• 19 PolyAuth: Multi-polynomial based authentication scheme for secure data sharing in blockchain
• 20 Image processing for the identification and categorization of plant leaf disease
• 21 Empirical data collection for software fault prediction using open-source Java projects
• 22 Enhanced stock market forecasting using machine learning
• 23 Personalized e-commerce based recommendation systems using machine learning techniques
• 24 Deep learning integrated solid waste management system: A South Asian perspective
• 25 Exploration of resource management in multitenant cloud architecture-review
• 26 Exploring the dimensions of generative AI
• 27 Scholar's connect: A private academic communication application for universities
• 28 AI/ML in the agriculture industry: Focusing on plant diseases
• 29 Machine learning framework for cyber attack detection in internet of healthcare things (IoHT): Applications, challenges, and future directions
• 30 Health Helix: Connecting you to better health
• 31 Innovative machine learning technique to detect brain tumor: A comprehensive study
• 32 A machine learning model for digital media disinformation prognosis
• 33 Optimizing movie recommendations using a collaborative filtering approach
• 34 Leveraging blockchain technology for enhancing security and avoiding counterfeit in medical pharma chain management
• 35 Developing a music data warehouse for determining audience preferences
• 36 Healthmate: Your campus healthcare companion
• 37 Analyzing the impact of unexpected climate changes: A machine learning method for improved crop prediction
• 38 Data mining applications used in medical healthcare
• 39 A comprehensive analysis of utilizing GNN for disease prediction
• 40 Design and analysis of health monitoring system using sensor networks for accuracy enhancement
• 41 Towards data-driven agriculture: Integrating machine learning techniques with soil analysis for enhanced yield prediction and strategy formulation
• 42 Estimation of obesity levels using hybrid machine learning and LSTM for healthcare recommendations
• 43 Security privacy challenges of big data over cloud: A review
• 44 A quality of service-oriented cooperative drone-IoT network framework
• 45 Developing a cost-effective CRM for small business in India
• 46 Recommendation system for identification of users
• 47 A comprehensive review of sign language recognition systems: Methods, challenges and future directions
• 48 Mental task classification using deep learning
• 49 Investigating GPU-accelerated deep learning architectures for water level prediction models
• 50 Empowering careers: Using machine learning through talent crafters
• 51 Chic cohesion: Dress suggestion and styling portal
• 52 Optimizing customer churn prediction in digital banking through ensemble learning approaches
• 53 The advent of generative AI for personalised learning
• 54 Predicting student performance via machine learning approaches: An review of the literature
• 55 Enhancing everyday life through the smart mirror: Integration of IoT and AI
• 56 A hybrid approach for rainfall prediction: Leveraging prophet for seasonality and light GBM for residuals
• 57 A novel algorithm for enhancing the efficiency of software-defined networking (SDN) and its implementation in Python
• 58 Satellite data and machine learning in agricultural land use: A comprehensive review of LULC classification techniques
• 59 Crime-cast forecasting using transform learning for quantized parameters
• 60 Child safety gadget with home security
• 61 Patient medical report analyser: A multi-stage workflow integrating image processing, OCR, and language models for summarization
• 62 Data analysis of female education in the age of COVID-19: A comprehensive review
• 63 Design and implementation of transition table for token recognizer with a given suffix
• 64 Blockchain bucks: Revolutionizing payments in digital age
• 65 Building secure and efficient routing protocols for IoT in smart city environments
• 66 Understanding the customer's evolving mindset for AI enabled private label products: A study with AI, IS, gamification and behavioral economic framework
• 67 Airlines data analysis through the lens of SQL and Python
• 68 A comprehensive overview for designing and developing IOS-traveling mobile apps
• 69 Chat GPT: Growth and challenges in technical education
• 70 Comparative analysis of contrasting approaches to key-phrase extraction
• 71 Leveraging association rule mining for effective query recommendations in search engines
• 72 A machine learning based model to predict household power consumption
• 73 Intrusion detection systems for IoT based on machine learning
• 74 Enhanced methodology to software profiling and their success in mitigating performance issues
• 75 A survey on critical security needs in healthcare IoT
• 76 Adoption of wearable technology in the workplace: A study of employee perceptions and behavioral intentions
• 77 Forecasting PM2.5, NO2 in Gurugram region using machine learning model: Prophet
• 78 Comparative study of Sondh village through Geospatial data analytics using QGIS, Tableau and GeoPandas
• 79 Enhancing lexicon and machine learning techniques via multi-modal sentiment analysis
• 80 Three-level biometric digital voting system
• 81 House price prediction and recommendation system for Gurgaon
• 82 Optimizing long short-term memory models: The role of technical indicators in stock price predictions across time horizons
• 83 Plant disease detection using convolutional neural network framework
• 84 Sentiment analysis for pain detection using hyperparameter optimization on SVM
• 85 Role of artificial intelligence in research
• 86 Blockchain integration in UAV communication: A systematic review and analysis
• 87 Study on the use of OpenCV and GAN based framework for hand gesture-based cartoonification
• 88 Hyperspectral target detection in wetlands: An AI/ML based anomaly detection approach
• 89 Diabetes detection: A comparative analysis of different machine learning models
• 90 Vaticination of chronic kidney disease using optimized deep learning approach
• 91 Adaptive Candidate scoring and feedback integration (ACS-FI): Enhancing recruiter decision-making
• 92 Image preprocessing and quality analysis techniques for skin lesion detection using peak signal-to-noise metrics
• 93 Expense tracker web-application
• 94 Enhanced secure and efficient medical image encryption using multi-layered chaos-based and advanced encryption standard
• 95 A unified approach to large language model optimization: Methods, metrics, and benchmarks
• 96 Enhancing polycystic ovary syndrome classification accuracy using XGBRF model
• 97 Enhancing agricultural practices with AGRIBOT: A natural language processing approach
• 98 Detecting deep-fake videos using deep learning models
• 99 Blockchain-based voting systems: Integrity and trust in electoral events with secure ballot
• 100 A hybrid algorithm for efficient and scalable weed detection for precision in agriculture using CNN and random forest algorithm
• 101 Role of artificial intelligence in financial decision-making
• 102 Quick response code technology implementations in many aspects of library and information service in the current scenario
• 103 Innovations in healthcare: Transforming healthcare delivery by integrating 6G capabilities into medical systems
• 104 A roadside garbage detection system using image processing
• 105 CNN based software bug severity prediction
• 106 Plant disease detection using CNN
• 107 A nalysis of resource allocation techniques in cloud computing environment
• 108 A multidimensional approach based on ML algorithms to maternal health risk prediction
• 109 From carts and shelves to virtual delves, analysing the role of augmented reality in transforming retail market
• 110 Advances in rice crop enhancement through genetic mutation techniques
• 111 Training latent diffusion models: Challenges, techniques
• 112 Machine learning in water quality assessment: A comprehensive review of models and their performance
• 113 Plant leaf disease detection using machine learning
• 114 A wireless sensor networks anomaly detection method based on the improved isolation forest
• 115 Smart home security using TensorFlow, HOG and SVM model
• 116 Deep learning based cardiovascular heart disease solution prediction system
• 117 Leveraging word embeddings for enhanced fake news detection
• 118 Comparative analysis of ensemble boosting algorithmic frameworks for predicting student performance in online education
• 119 Real-time detection of traffic accidents from CCTV footage using deep learning: A comparative analysis of MobileNetV2, CNN, LSTM and ResNet models
• 120 Advanced IoT Solutions for enhanced weather forecasting
• 121 Reinforcement learning framework for robust algorithmic trading in real-time markets
• 122 Utilizing Monte Carlo simulation for optimized stock selection in the Indian equity market
• 123 Data analytics and modern human resource practices
• 124 AI-Powered real estate price prediction system: A flask-based web application for machine learning-driven property valuation
• 125 Use of artificial intelligence and machine learning and quantum computing in financial service industry
• 126 AI Chatbots vs human agents: A comparative study of customer engagement
• 127 Revolutionizing consumer engagement: The impact of augmented reality and virtual reality in retail
• 128 Machine learning-based disease detection in sugarcane: A predictive analytics approach
• 129 Enhancements in security for cloud computing: Utilizing deep learning and machine learning
• 130 Wearable technologies for physiotherapy: A review of their role in posture monitoring and movement analysis
• 131 Analysis and exploration Olympic data using machine and deep learning
• 132 Web based career guidance system with AI consultant
• 133 Enhancing speaker recognition by reducing feature vector dimensions
• 134 Detecting deciet: Enhancing trust with NLP-based fake review detection
• 135 Radio waves and vision: Investigating potential risks
• 136 Hybrid sequential architecture of convolution neural network and transformer for diabetic retinopathy grading
• 137 Identifying the roles of Hermite cubic splines and machine learning techniques in the solution of economic dispatch problem: The case of an IoT based system
• 138 Adversarial attacks on network intrusion detection systems using machine learning
• 139 A comprehensive approach to fetal health prediction using preprocessing and classification
• 140 Health Harbour: Smart healthcare prediction
• 141 Mapping the interplay of human-ML and AI collaboration through data artifacts
• 142 Enhancing wildlife conservation and community engagement through multimodal animal species detection
• 143 Mobile app to track the abstraction
• 144 Transformative potential of artificial intelligence and machine learning in the energy sector: Smart grids
• 145 Data privacy in online banking using blowfish algorithm: A review
• 146 Navigating security and privacy concerns in social networks: A comprehensive review
• 147 Development of a healthcare model using machine learning
• 148 Student placement analyzer and skill recommendation system using decision tree and cosine similarity