04303nam 22006015 450 991104653190332120251001130459.0981-9692-48-210.1007/978-981-96-9248-4(MiAaPQ)EBC32323422(Au-PeEL)EBL32323422(CKB)41523259400041(DE-He213)978-981-96-9248-4(EXLCZ)994152325940004120251001d2026 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierInformation System Design: Big Data Analytics and Data Science Proceedings of Ninth International Conference on Information System Design and Intelligent Applications (ISDIA 2025), Volume 3 /edited by Vikrant Bhateja, May El Barachi, Ahmad Taher Azar, Dilip Kumar Sharma1st ed. 2026.Singapore :Springer Nature Singapore :Imprint: Springer,2026.1 online resource (800 pages)Lecture Notes in Networks and Systems,2367-3389 ;1539981-9692-47-4 Evaluation and Improvement of ELECTRA-small and DeBERTa Models on Adversarial QA Examples -- Predicting Loan Defaulters: A Comprehensive Analysis and Comparative Study of Machine Learning Algorithms using a Large-scale Loan Default Dataset -- Enhancing Data Integration and Decision-Making in Smart Manufacturing Through Knowledge Graph-Based Management of Heterogeneous Data -- Zipf’s Law and its Application in Large Language Models: A Comprehensive Analysis -- Improving Learning Analytics from Open-Source Software Data Logs using Machine Learning and Process Mining Techniques -- Multilingual Content Moderation: Advanced Hate Speech Detection with XLM-RoBERTa -- An In-Depth Pedagogical Exploration of Loan Default Classification with Machine Learning Techniques -- AI-Based Learning Analytics: Evaluating MENA Higher Education Stakeholders' Views on Curriculum, Resources, Class Size, Learning Environment, and Support Services Using NLP -- Advanced Learning Analytics with AI: Analyzing Stakeholder Perceptions of Feedback, Assessment, Engagement, and Faculty Development in MENA Higher Education Using NLP -- Maintaining Life Insurance Contracts of Joint Commercial Banks with Insurance Links -- Leveraging Big Data and AI for Improved Energy Efficiency in MENA Utilities: A Framework for Consumption Management and Operational Insights -- SMOTE and Optimized Forest for Software Defect Prediction -- Automatic reasoning-code generation using NLP-based entity relations identification -- Enhancing Credit Card Fraud Detection Using Hybrid Machine Learning Models with Federated Learning Prospects.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 3–4 January 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 ;1539Computational intelligenceArtificial intelligenceTelecommunicationComputational IntelligenceArtificial IntelligenceCommunications Engineering, NetworksComputational intelligence.Artificial intelligence.Telecommunication.Computational Intelligence.Artificial Intelligence.Communications Engineering, Networks.006.3Bhateja Vikrant866314El Barachi May1740982Azar Ahmad Taher1337448Sharma Dilip Kumar1768151MiAaPQMiAaPQMiAaPQBOOK9911046531903321Information System Design: Big Data Analytics and Data Science4481047UNINA