04014nam 22006015 450 991104920720332120260102122842.0981-9503-75-210.1007/978-981-95-0375-9(CKB)44770010300041(MiAaPQ)EBC32470423(Au-PeEL)EBL32470423(DE-He213)978-981-95-0375-9(OCoLC)1572204547(EXLCZ)994477001030004120260102d2026 u| 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierInformation 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. Udgata1st ed. 2026.Singapore :Springer Nature Singapore :Imprint: Springer,2026.1 online resource (700 pages)Lecture Notes in Networks and Systems,2367-3389 ;1565981-9503-74-4 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.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.Lecture Notes in Networks and Systems,2367-3389 ;1565Computational intelligenceArtificial intelligenceTelecommunicationComputational IntelligenceArtificial IntelligenceCommunications Engineering, NetworksComputational intelligence.Artificial intelligence.Telecommunication.Computational Intelligence.Artificial Intelligence.Communications Engineering, Networks.006.3Bhateja Vikrant866314Biju Soly Mathew1885656Udgata Siba K1438680MiAaPQMiAaPQMiAaPQBOOK9911049207203321Information System Design: AI and ML Applications4534534UNINA