Database Engineered Applications
Springer International Publishing (Verlag)
978-3-032-06743-2 (ISBN)
This LNCS conference volume constitutes the proceedings of 29th International Symposium on Database Engineered Applications, IDEAS 2025, in Newcastle upon Tyne, UK, in July 2025.
The 13 full papers and 6 short papers included in this book were carefully reviewed and selected from 30 submissions. They were organized in topical sections as follows: language and models; classification; distributed systems; query answering and education; and data mining.
Language and Models.- Generative Adversarial Networks Reveal Relationship of the Carian, Elder Futhark, Old Hungarian and Orkhon Scripts.- EHSAN: Leveraging ChatGPT in a Hybrid Framework for Arabic Aspect-Based Sentiment Analysis in Healthcare.- Automated Glyph Feature Detection Using Convolutional Neural Networks.- A Vision for Robust and Human-Centric LLM-Based QR Code Security.- Classification.- Exploring Classification with Spectral Transformation.- Optimizing Classification Accuracy with Simulated Annealing in k-Anonymity.- Predicting Gelation in Copolymers Using Deep Learning through a Comparative Study of ANN, CNN, and LSTM Models with SHAP Explainability.- A Total Variation Regularized Framework for Epilepsy-Related MRI Image Segmentation.- Enhancing Flight Delay Prediction with Network-Aware Ensemble Learning.- Distributed Systems.- FedMod: Vertical Federated Learning Using Multi-Server Secret Sharing.- Throughput-Driven Database Replication Using a Ring-Based Order Protocol.- Blockchain-Backed Fuzzy Search for Semi-Structured Translation Data: A Scalable Hybrid Approach with Hyperledger Fabric and Elasticsearch.- Query Answering and Education.- Towards Sustainable DBMS: A Framework for Real-Time Energy Estimation and Query Categorization.- Context-Aware Visualization for Explainable AI Recommendations in Social Media: A Vision for User-Aligned Explanations.- Transparent Adaptive Learning via Data-Centric Multimodal Explainable AI.- Analyzing Student Feedback to Assess NoSQL Education.- Data Mining.- Data Mining for Language Superfamilies Using Congruent Sound Groups.- Computational Decipherment and Cross-Linguistic Analysis of Linear.- Automated Identification of Allographs among the Indus Valley Script Signs.
| Erscheinungsdatum | 01.11.2025 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science |
| Zusatzinfo | XII, 264 p. 84 illus., 66 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Artificial Intelligence • Computer and Information Science Education • Computer Graphics • Database Management • Data Mining • Distributed Systems • E-Health • Graph models • Human Computer Interaction (HCI) • Large Language Models • Natural Language Processing • nosql databases • Security and Protection • Social Networks |
| ISBN-10 | 3-032-06743-X / 303206743X |
| ISBN-13 | 978-3-032-06743-2 / 9783032067432 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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