Data Science and Big Data Analytics : Proceedings of IDBA 2025, Volume 2

• Autore: Mishra Durgesh
• Pubblicazione: Cham : , : Springer, , 2025; ©2025
• Edizione: 1st ed.
• Descrizione fisica: 1 online resource (741 pages)
• Disciplina: 006.312
• Soggetto topico: COMPUTERS / Artificial Intelligence / General; COMPUTERS / Database Administration & Management; MATHEMATICS / Probability & Statistics / General
• Altri autori: YangXin-She UnalAynur JatDharm Singh
• Nota di contenuto: Learning and Analytics in Intelligent Systems -- Data Science and Big Data Analytics -- Preface -- Contents -- Congestion Control Approach for Bandwidth Utilization and Delay Minimization in VANETs -- Oracle APEX for Healthcare: Enhancing Electronic Health Record Integration and Patient Data Management -- Self-Healing Cloud Infrastructure: Leveraging AI for Fault Detection and Recovery -- Predictive Analytics for Cataract Surgical Outcomes: A Machine Learning Approach -- Care Tracker: Digital Management for Healthcare Using Google Cloud -- Counter Hijacking Simulation System for Sky Marshalling Operations -- Machine Learning for Decision Tree Malware Detection System in Mobile Ad-Hoc Network -- Analysis of Water Quality Using Satellite Imagery and GIS Technology Using Cloud Computing -- Load Optimization Using Dynamic Workload Distribution of Cloud Storage -- Lung Cancer Prediction Through Using CNN and Xception Based Transfer Learning -- Destinai: An AI-Powered Personalized Travel Planning System -- EcoTrack: Smart Waste Management and Community Engagement for a Sustainable Future -- Enhancing Railway Safety Using Zigbee and IoT-Enabled Energy-Efficient Wireless Sensor Network Approach -- Implementation of Memristor Based 8T SRAM Cells for Optimizing Noise Voltage Reliability -- Hierarchical Temporal Memory and Its Comparative Study with Neural Networks -- Automated Subparametric Mesh-Based Optical Flow Estimation and Video Quality Enhancement -- Building Resilient Cryptocurrency Ecosystems: Lessons from Cyberattacks and the Role of Blockchain and AI -- Eco-Engine: The Environmental Impact and Carbon Sequestration Estimation System using NLP -- Enhancing Student Learning Through a Web Based Peer Tutoring Platform: A Technological Approach to Academic Support (StutorPal) -- An Intelligent and Fast YouTube Video Content Summarizer. ; Optimizing Candidate Selection: Machine Learning for Predicting Election Ticket Allocation and Damage Control -- Predicting System Failures Using Machine Learning: An Analytical Comparison -- Decentralised Employee Training Recommendation Systems with Federated Learning -- Decentralized Blockchain Wallet for Secure Transaction Using Internet Control Protocol -- Revolutionizing Retail: Automated Grocery Billing and Verification via YOLO-V7 -- Interactive Gloves for Real-Time Gesture Translation -- One-Stop Crime Solution: AI-Based Platform for Predictions of Potential Crime Occurrence -- Dual Trust for Probe Attack Detection and Security Technique to Wedge Malicious Continuous Prevalence in MANET -- SprechX: A Decentralized Social Media Platform for Transparent and Empowered Public Discourse -- Exploring Context-Aware Financial Advisory Systems: Insights into Sentiment Analysis and Personalized Investment Strategies -- A Comprehensive Review on Adaptive Ensemble Serial Cascade Convolution Networks for Early-Stage Heart Disease Prediction -- Gen AI-Driven AI Threats: Enhancing Cyber Security in Military Cyber-Physical Systems -- Performances of Progressive Ensemble Machine Learning Models for Alzheimer Disease Prediction -- Blood Cancer Detection Using LSTM from Microscopic Blood Images -- Leveraging Ensemble Technique for Optimal Asset Liability Management: Evidence from an Indian Bank -- Evaluating Machine Learning Approaches for Predicting Mental Health Among Working Professionals -- Enhancing Telemedicine Services Through AI, Blockchain, and Cloud Computing Integration -- RETRACTED CHAPTER: AI-Enabled Intelligent Transportation Systems for Optimizing Internet of Vehicles (IoV) Performance -- Disruptive Technology: Thriving Strategies and Dynamics of Breeze Changes. ; Innovative Approach to Enhancing Through Heterogeneous Context-Aware Graph Convolutional Networks for Accurate Ripeness Detection and Yield Estimation with Comprehensive Performance Metrics Evaluation -- Cyber Resilience Strategies Against Ransomware in SCADA Systems for Oil and Gas Operations -- AI-Driven Continuous Authentication: Integrating Deep Learning with Multimodal Biometrics for Enhanced Identity Verification -- Autonomous AI Agents for Identity Governance: Enhancing Financial Security Through Intelligent Insider Threat Detection and Compliance Enforcement -- A Comparative Analysis of Generative AI Models Based on Empirical Evaluation for Video Generation from Structured Scripts -- Is Indian HRM Landscape Ready to Implement AI in Recruiting Leadership Positions? A Quantitative Analysis -- Retraction Note to: AI-Enabled Intelligent Transportation Systems for Optimizing Internet of Vehicles (IoV) Performance -- Author Index.
• Sommario/riassunto: This book features high-quality research papers presented at the Fifth International Conference on Data Science and Big Data Analytics (IDBA 2025), organized by Symbiosis University of Applied Sciences, Indore, India, in association with ACM and IEEE Computer Society in hybrid mode during June 27-28, 2025.
• Titolo autorizzato: Data Science and Big Data Analytics
• ISBN: 3-032-05373-0
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9911028742603321
• Lo trovi qui: Univ. Federico II
• Serie: Learning and Analytics in Intelligent Systems Series