Information 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 Sharma

• Autore: Bhateja Vikrant
• Pubblicazione: Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026
• Edizione: 1st ed. 2026.
• Descrizione fisica: 1 online resource (800 pages)
• Disciplina: 006.3
• Soggetto topico: Computational intelligence; Artificial intelligence; Telecommunication; Computational Intelligence; Artificial Intelligence; Communications Engineering, Networks
• Altri autori: El BarachiMay AzarAhmad Taher SharmaDilip Kumar
• Nota di contenuto: 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.
• 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 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.
• Titolo autorizzato: Information System Design: Big Data Analytics and Data Science
• ISBN: 981-9692-48-2
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9911046531903321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Networks and Systems, . 2367-3389 ; ; 1539