LEADER 04303nam 22006015 450 001 9911046531903321 005 20251001130459.0 010 $a981-9692-48-2 024 7 $a10.1007/978-981-96-9248-4 035 $a(MiAaPQ)EBC32323422 035 $a(Au-PeEL)EBL32323422 035 $a(CKB)41523259400041 035 $a(DE-He213)978-981-96-9248-4 035 $a(EXLCZ)9941523259400041 100 $a20251001d2026 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aInformation System Design: Big Data Analytics and Data Science $eProceedings of Ninth International Conference on Information System Design and Intelligent Applications (ISDIA 2025), Volume 3 /$fedited by Vikrant Bhateja, May El Barachi, Ahmad Taher Azar, Dilip Kumar Sharma 205 $a1st ed. 2026. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2026. 215 $a1 online resource (800 pages) 225 1 $aLecture Notes in Networks and Systems,$x2367-3389 ;$v1539 311 08$a981-9692-47-4 327 $aEvaluation 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. 330 $aThis book presents a collection of high-quality, peer-reviewed research papers from 9th International Conference on Information System Design and Intelligent Applications (ISDIA 2025), held in Dubai, UAE, from 3?4 January 2025. It covers a wide range of topics in computer science and information technology, including data mining and data warehousing, high-performance computing, parallel and distributed computing, computational intelligence, soft computing, big data, cloud computing, grid computing, cognitive computing, and information security. 410 0$aLecture Notes in Networks and Systems,$x2367-3389 ;$v1539 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aTelecommunication 606 $aComputational Intelligence 606 $aArtificial Intelligence 606 $aCommunications Engineering, Networks 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aTelecommunication. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aCommunications Engineering, Networks. 676 $a006.3 700 $aBhateja$b Vikrant$0866314 701 $aEl Barachi$b May$01740982 701 $aAzar$b Ahmad Taher$01337448 701 $aSharma$b Dilip Kumar$01768151 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911046531903321 996 $aInformation System Design: Big Data Analytics and Data Science$94481047 997 $aUNINA