Database and Expert Systems Applications
Description
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 25-27, 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; Invited Talks; Large Language Models; Data Quality; Machine Learning /Artificial Intelligence Applications; Classification Techniques.
Part II: Image Processing, Analytics, and Vision Systems; Recommender Techniques; Data Integration; Optimisation Methods; Graph Applications; Analytics; Security/Privacy; Benchmarks and Surveys.
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Content
.- Image Processing, Analytics, and Vision Systems.
.- Relationship Analysis of Image-Text Pair in SNS Posts.
.- Enhancing Segmentation of Irregular Microstructural Elements Using Extended Channel Information and Transfer Learning.
.- Deep-RVT: A Residual Vision Transformers for Human Action Recognition.
.- Recommender Techniques.
.- Food Recommendation with Balancing Comfort and Curiosity.
.- ONFOOD: A Substitute Recommendation System in Food Recipes.
.- Inspire Me with Your Questions: Repurposing Historical Questions for New Documents.
.- Data Integration.
.- MRF-JOIN: Differentially Private Vertical Data Synthesis via Federated Marginal Join on Shared Attributes.
.- Efficient Source Selection for Federated SPARQL Queries using Adjacent Predicate Information.
.- Empathetic Response Generation in Emotional Support Conversation via Multi- Stage Cascading Information Fusion.
.- Unified Schema-Driven Graph Polystore: Achieving Transparency in Multi-Model Integration and Migration.
.- Optimisation Methods.
.- Group Trip Planning Query Problem with Multimodal Journey.
.- A Model-based Approach for Simple Construction and Efficient Evaluation of Dataframes.
.- Energy and Performance Evaluation of Serverless and Serverful Models on Spark for Database Join Operations.
.- Graph Applications.
.- The Missing Link: Joint Legal Citation Prediction using Heterogeneous Graph Enrichment.
.- Graph Patterns in Fine-grained Access Control for Graph-structured Data.
.- An Efficient Point-of-Interest Placement Method Based on Betweenness Centrality.
.- Analytics.
.- Analytics Modelling over Multiple Datasets using Vector Embeddings.
.- Towards IoT-based Smart Mobility Framework for Proactive Road Stress Detection in Individuals with ASD.
.- A Divisive Unsupervised Feature Selection Approach for Explainable Remaining Useful Life Prediction.
.- Data Storytelling to Unlock the Communicative Power of Digital Twins.
.- Queueing Theory for Verifying the Utilization Rate of an Image Processing System.
.- Effect of frequency features of ELA maps on the detection performance of image manipulation based on DCT and FFT basis features.
.- Alpha: A Multi-Attention Enhanced YOLO Framework for Robust Photovoltaic Defect Detection.
.- Security/Privacy.
.- Secure Approach for Blockchain-based Anonymous Attribute-based Searchable Encryption Scheme for Data Sharing.
.- Incremental k-anonymization for Continuously Growing Big Databases.
.- Post Quantum Cryptographic Schemes and Libraries Selection.
.- Benchmarks and Surveys.
.- Workload-Based Clustering of Large Number of Database-as-a-Service Instances.
.- Accelerating Python Code with Parallel I/O.
.- Benchmarking Embedding Techniques for Modeling User Navigation Behavior on Task-Oriented Software.
.- The Wrecking SQL Incremental Validation Methodology.
.- A Survey of Control Technologies for Autonomous Underwater Vehicles.