Data Science and Applications : Proceedings of ICDSA 2025, Volume 6 / / edited by Satyasai Jagannath Nanda, Rajendra Prasad Yadav, Mukesh Prasad, Mukesh Saraswat

• Record Nr.: UNINA9911061843603321
• Autore: Nanda Satyasai Jagannath
• Pubbl/distr/stampa: Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2026
• ISBN: 3-032-15404-9
• Edizione: [1st ed. 2026.]
• Descrizione fisica: 1 online resource (607 pages)
• Collana: Lecture Notes in Networks and Systems, , 2367-3389 ; ; 1795
• Disciplina: 006.3
• Soggetti: Computational intelligence; Data mining; Cooperating objects (Computer systems); Internet of things; Computational Intelligence; Data Mining and Knowledge Discovery; Cyber-Physical Systems; Internet of Things
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Nota di contenuto: Design and Evaluation of a Real-Time Web Application for Air Quality Monitoring: Toward User-Centered Environmental Information Systems in Indonesia -- Detection of DDoS Attacks in SDN using Feature Optimization and FNet-Based Transformer Models -- Deep Learning-Based Gujarati Image Caption Generator using ResNet18 and GRU -- Evaluating Vision Transformer Variants and Hybrid Quantum-Classical Models for Face Forgery Detection -- The Impact of Large Language Models in Healthcare: A Systematic Review of AI Applications -- Wearable Textile Antennas on Jeans Substrate for Biomedical Applications -- Optimising Baseline Random Forest model with Hybrid EDBO and MadDE: A Hybrid Approach for Early Cardiovascular Disease Detection -- Multi-Label Object Detection using Multi-model‬ ‭ R-CNN -- Lightweight EmergencyNet for Aerial Scene Classification -- Advances in Feature Selection for Visual Art Style and Artist Identification.
• Sommario/riassunto: This book gathers outstanding papers presented at the 6th International Conference on Data Science and Applications (ICDSA 2025), organized by Soft Computing Research Society (SCRS) and Malaviya National Institute of Technology Jaipur, India, from July 16 to 18, 2025. The book is divided into eight volumes, and it covers theoretical and empirical developments in various areas of big data analytics, big data technologies, decision tree learning, wireless communication, wireless sensor networking, bioinformatics and systems, artificial neural networks, deep learning, genetic algorithms, data mining, fuzzy logic, optimization algorithms, image processing, computational intelligence in civil engineering, and creative computing.