Database and Expert Systems Applications -

. .

Résumé :
.- Industrial Keynote. .- From Data Silos to Data Mesh: A Case Study in Financial Data Architecture. .- Invited Talk. .- Blending Contextual Data with Heterogeneous Time Dimensions for Improved Time Series Analysis. .- A Hybrid Data Model to Support Transportation Analytics of Emergency Service Vehicles. .- Large Language Models. .- Automated Archival Descriptions with Federated Intelligence of LLMs. .- Entropy-Guided Probing for Predicting LLM Hallucinations with Knowledge Graph Features. .- Towards Automating RDF Extraction for Archaeological Knowledge Graphs with LLMs. .- Ontology-Based Forest Fire Management using Complex Event Processing and Large Language Models. .- Table Annotation Utilizing Large Language Model and Knowledge Graph. .- Improving Software Security Through a LLM-Based Vulnerability Detection Model. .- SysResolve: Study on In-Context LLM Generation of Resolution Scripts. .- Data Quality. .- A Novel Unsupervised Anomaly Detection Method Based on TCN-LSTM-CMA Autoencoder. .- Behaviour modelling and Wayfinding Error Detection in Low Mountain Hiking. .- Explainable Time Series Anomaly Detection by Dynamic Mode Decomposition. .- Exploring Quantum Bootstrap Sampling for AQP Error Assessment: A Pilot Study. .- AI-Driven Semantic Data Quality Assessment and Scoring for Relational Databases. .- Network Anomaly Detection Using Gramian Angular Field Transformation and Vision Transformer. .- Machine Learning /Artificial Intelligence Applications. .- Identifying Multimodal Sarcasm Based on Incongruous Knowledge Capturing and Contrastive Learning. .- Ensemble ToT and Its Application to Automatic Grading. .- Improving Prompt-based Learning Framework for Mental Health Aspect Detection from Social Media. .- DInos: A Deep Reinforcement Learning Approach to Generalizable Autoscaling in Stateless Cloud Applications. .- Influential Slot and Tag Selection in Billboard Advertisement. .- Speech-scenario Generation based on the Philosophy of Prominent Leader within the Small Community. .- VarCGAN: Variational Cyclic Generative Adversarial Network for Music Genre Style Transfer. .- Innovative Framework for Early Estimation of Mental Disorder Scores to Enable Timely Interventions. .- A Hybrid Approach to estimating AI Carbon Emissions. .- Optimal Information Retrieval System in E-Learning Using Optimization-Driven Bidirectional Long Short-Term Memory. .- A Data Product Classification by Technical and Machine Learning Aspects. .- Classification Techniques. .- Discovering Voting Power for Ensemble Methods. .- Classifying Public and Private Documents Using Context-Based Predictions....

Biographie:
27, 2025.

The 35 full and 22 short papers presented in this set together with 3 invited talks were carefully reviewed and selected from 123 submissions. They were organized in topical sections as follows:

Part I: Industrial Keynote...

Sommaire:

The two-volume set LNCS 16046-16047 constitutes the proceedings of the 36th International Conference on Database and Expert Systems Applications, DEXA 2025, held in Bangkok, Thailand, in August 25&ndash...