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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.
Springer eBooks EBA - Intelligent Technologies and Robotics Collection 2026 Available online
View online- Format:
- Book
- Author/Creator:
- Bhateja, Vikrant.
- Series:
- Lecture Notes in Networks and Systems, 2367-3389 ; 1539
- Language:
- English
- Subjects (All):
- Computational intelligence.
- Artificial intelligence.
- Telecommunication.
- Computational Intelligence.
- Artificial Intelligence.
- Communications Engineering, Networks.
- Local Subjects:
- Computational Intelligence.
- Artificial Intelligence.
- Communications Engineering, Networks.
- Physical Description:
- 1 online resource (800 pages)
- Edition:
- 1st ed. 2026.
- Place of Publication:
- Singapore : Springer Nature Singapore : Imprint: Springer, 2026.
- Summary:
- 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.
- Contents:
- 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.
- Notes:
- Description based on publisher supplied metadata and other sources.
- ISBN:
- 981-9692-48-2
- 9789819692484
- OCLC:
- 1543221316
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