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ORCID36th DEXA 2025: Bangkok, Thailand - Part I
- Robert Wrembel
, Gabriele Kotsis, A Min Tjoa, Ismail Khalil:
Database and Expert Systems Applications - 36th International Conference, DEXA 2025, Bangkok, Thailand, August 25-27, 2025, Proceedings, Part I. Lecture Notes in Computer Science 16046, Springer 2026, ISBN 978-3-032-02048-2
Industrial Keynote
- Mariusz Sienkiewicz:
From Data Silos to Data Mesh: A Case Study in Financial Data Architecture. 3-20
Invited Talk
- Saifullah Burero, Anton Dignös, Jerry W. Sangma, Johann Gamper:
Blending Contextual Data with Heterogeneous Time Dimensions for Improved Time Series Analysis. 23-34 - Carson K. Leung:
A Hybrid Data Model to Support Transportation Analytics of Emergency Service Vehicles. 35-50
Large Language Models
- Jinghua Groppe, Andreas Marquet, Annabel Walz, Sven Groppe:
Automated Archival Descriptions with Federated Intelligence of LLMs. 53-67 - Ushtar Ali, Steven J. Lynden, Akiyoshi Matono, Toshiyuki Amagasa:
Entropy-Guided Probing for Predicting LLM Hallucinations with Knowledge Graph Features. 68-82 - Ali Hariri, Stéphane Jean, Mickaël Baron:
Towards Automating RDF Extraction for Archaeological Knowledge Graphs with LLMs. 83-97 - Ritesh Chandra, Sonali Agarwal, Sadhana Tiwari:
Ontology-Based Forest Fire Management Using Complex Event Processing and Large Language Models. 98-112 - Ying Zhang, Mizuho Iwaihara:
Table Annotation Utilizing Large Language Model and Knowledge Graph. 113-121 - Syeda Sadia Alam, Mst. Shapna Akter, Alfredo Cuzzocrea:
Improving Software Security Through a LLM-Based Vulnerability Detection Model. 122-129 - Harsh Borse, Utkalika Satpathy, Mainack Mondal, Bivas Mitra:
SysResolve: Study on In-Context LLM Generation of Resolution Scripts. 130-136
Data Quality
- Jiaji Feng, Yongpan Zhang, Cheng Ding, Su Pan:
A Novel Unsupervised Anomaly Detection Method Based on TCN-LSTM-CMA Autoencoder. 139-153 - Masaharu Inoue, Hidekazu Kasahara, Qiang Ma:
Behaviour Modelling and Wayfinding Error Detection in Low Mountain Hiking. 154-168 - Shun Kawakami, Toshiyuki Amagasa, Savong Bou:
Explainable Time Series Anomaly Detection by Dynamic Mode Decomposition. 169-183 - Feng Yu, Raya Jahan:
Exploring Quantum Bootstrap Sampling for AQP Error Assessment: A Pilot Study. 184-198 - Antony Seabra, Claudio Cavalcante, Nicolaas Ruberg, Sérgio Lifschitz:
AI-Driven Semantic Data Quality Assessment and Scoring for Relational Databases. 199-206 - Jaroslaw Kobiela:
Network Anomaly Detection Using Gramian Angular Field Transformation and Vision Transformer. 207-212
Machine Learning/Artificial Intelligence Applications
- Yan Zhu, Chang Liu, Yiqiang Peng:
Identifying Multimodal Sarcasm Based on Incongruous Knowledge Capturing and Contrastive Learning. 215-229 - Yuki Ito, Qiang Ma:
Ensemble ToT and Its Application to Automatic Grading. 230-244 - Jia-Ling Koh, Hsiao-Ting Huang, Yin-Ju Lien:
Improving Prompt-Based Learning Framework for Mental Health Aspect Detection from Social Media. 245-259 - Constantinos Bitsakos, Dimitrios Tsoumakos, Ioannis Konstantinou, Nectarios Koziris:
DInos: A Deep Reinforcement Learning Approach to Generalizable Autoscaling in Stateless Cloud Applications. 260-275 - Dildar Ali, Suman Banerjee, Yamuna Prasad:
Influential Slot and Tag Selection in Billboard Advertisement. 276-290 - Tetsuya Kitahata, Kazuhiro Seki, Akiyo Nadamoto:
Speech-Scenario Generation Based on the Philosophy of a Prominent Leader Within a Small Community. 291-306 - Pooja Singh, Dhruv Mishra, Ankita Khandelwal:
VarCGAN: Variational Cyclic Generative Adversarial Network For Music Genre Style Transfer. 307-321 - Himanshi Singh, Sadhana Tiwari, Ritesh Chandra, Sonali Agarwal, Sanjay Kumar Sonbhadra, Vrijendra Singh:
Innovative Framework for Early Estimation of Mental Disorder Scores to Enable Timely Interventions. 322-328 - Salvatore Borraccia, Elio Masciari, Enea Vincenzo Napolitano:
A Hybrid Approach to Estimating AI Carbon Emissions. 329-337 - Laura Schuiki, Ulf Schreier, Holger Schwarz, Bernhard Mitschang:
A Data Product Classification by Technical and Machine Learning Aspects. 338-344
Classification Techniques
- Pratik Karmakar, Angelo Saadeh, Pierre Senellart, Stéphane Bressan:
Discovering Voting Power for Ensemble Methods. 347-362 - Abrar Hasin Kamal, Anne V. D. M. Kayem:
Classifying Public and Private Documents Using Context-Based Predictions. 363-380
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