Information System Design: AI and ML Applications : Proceedings of Ninth International Conference on Information System Design and Intelligent Applications (ISDIA 2025), Volume 4 / / edited by Vikrant Bhateja, Soly Mathew Biju, Siba K. Udgata

• Autore: Bhateja Vikrant
• Pubblicazione: Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026
• Edizione: 1st ed. 2026.
• Descrizione fisica: 1 online resource (700 pages)
• Disciplina: 006.3
• Soggetto topico: Computational intelligence; Artificial intelligence; Telecommunication; Computational Intelligence; Artificial Intelligence; Communications Engineering, Networks
• Altri autori: BijuSoly Mathew UdgataSiba K
• Nota di contenuto: Enhancing Health Insurance Risk Management with Ensemble Machine Learning Models: A Comparative Study of Predictive Accuracy -- Automatic Arabic Inquiry Classification Using Machine Learning Model: A Case Study of the Directorate of Housing Sharjah -- Local and Global Feature Extraction Using Convolutional Autoencoders and Convolution Neural Networks for Diagnosing Milling Machine Faults -- Milling Machine Defect Identification Using Novel Defect-sensitive Scalograms and CNN -- AI-Driven Bankruptcy Prediction: A Comparative Study of Machine Learning and Deep Learning Techniques on SME Financial Data -- Unleashing the Power of GPT-3: Revolutionary Applications in Natural Language Processing -- Comparative Analysis of U-Net Variants for Semantic Segmentation of Shorelines Using High-Resolution UAV Imagery: A Case Study of Mauritius -- Generative AI Influence on Student Learning Outcomes: The Context of Lebanese University Students -- Ethical Implications of Black Box AI Models in High-Stakes Applications -- Generative AI-Driven or AI-Assisted Software Code Generation and the Decline of Community Knowledge Sharing: Challenges and Future Prospects -- AI-Driven Transfer Learning & LSTM Framework for Pandemic Forecasting -- Automating University Course Scheduling Using Genetic Algorithm -- Assessing the Efficacy of VGG16 with CNN in Non-Clinical ASD Prediction.
• Sommario/riassunto: This book presents a collection of high-quality, peer-reviewed research papers from 9th International Conference on Information System Design and Intelligent Applications (ISDIA 2025), held in Dubai, UAE, from January 3–4, 2025. It covers a wide range of topics in computer science and information technology, including data mining and data warehousing, high-performance computing, parallel and distributed computing, computational intelligence, soft computing, big data, cloud computing, grid computing, cognitive computing, and information security.
• Titolo autorizzato: Information System Design: AI and ML Applications
• ISBN: 981-9503-75-2
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9911049207203321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Networks and Systems, . 2367-3389 ; ; 1565