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DATABASE AND EXPERT SYSTEMS APPLICATIONS, DEXA 2025, PT I

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Journal Papers 25
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VarCGAN: Variational Cyclic Generative Adversarial Network For Music Genre Style Transfer
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deleteSingh, Pooja; Mishra, Dhruv; Khandelwal, Ankita
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SysResolve: Study on In-Context LLM Generation of Resolution Scripts
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deleteBorse, Harsh; Satpathy, Utkalika; Mondal, Mainack; Mitra, Bivas
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Entropy-Guided Probing for Predicting LLM Hallucinations with Knowledge Graph Features
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deleteAli, Ushtar; Lynden, Steven; Matono, Akiyoshi; Amagasa, Toshiyuki
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Discovering Voting Power for Ensemble Methods
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deleteKarmakar, Pratik; Saadeh, Angelo; Senellart, Pierre; Bressan, Stephane
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Blending Contextual Data with Heterogeneous Time Dimensions for Improved Time Series Analysis
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deleteBurero, Saifullah; Dignos, Anton; Sangma, Jerry W.; Gamper, Johann
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DInos: A Deep Reinforcement Learning Approach to Generalizable Autoscaling in Stateless Cloud Applications
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deleteBitsakos, Constantinos; Tsoumakos, Dimitrios; Konstantinou, Ioannis; Koziris, Nectarios
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A Hybrid Approach to Estimating AI Carbon Emissions
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deleteBorraccia, Salvatore; Masciari, Elio; Napolitano, Enea Vincenzo
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Explainable Time Series Anomaly Detection by Dynamic Mode Decomposition
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deleteKawakami, Shun; Amagasa, Toshiyuki; Bou, Savong
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Towards Automating RDF Extraction for Archaeological Knowledge Graphs with LLMs
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deleteHariri, Ali; Jean, Stephane; Baron, Mickael
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A Data Product Classification by Technical and Machine Learning Aspects
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deleteSchuiki, Laura; Schreier, Ulf; Schwarz, Holger; Mitschang, Bernhard
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Innovative Framework for Early Estimation of Mental Disorder Scores to Enable Timely Interventions
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deleteSingh, Himanshi; Tiwari, Sadhana; Chandra, Ritesh; Agarwal, Sonali; Sonbhadra, Sanjay Kumar; Singh, Vrijendra
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From Data Silos to Data Mesh: A Case Study in Financial Data Architecture
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deleteSienkiewicz, Mariusz
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Behaviour Modelling and Wayfinding Error Detection in Low Mountain Hiking
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deleteInoue, Masaharu; Kasahara, Hidekazu; Ma, Qiang
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Automated Archival Descriptions with Federated Intelligence of LLMs
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deleteGroppe, Jinghua; Marquet, Andreas; Walz, Annabel; Groppe, Sven
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AI-Driven Semantic Data Quality Assessment and Scoring for Relational Databases
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deleteSeabra, Antony; Cavalcante, Claudio; Ruberg, Nicolaas; Lifschitz, Sergio
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Network Anomaly Detection Using Gramian Angular Field Transformation and Vision Transformer
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deleteKobiela, Jaroslaw
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Ensemble ToT and Its Application to Automatic Grading
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deleteIto, Yuki; Ma, Qiang
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Improving Software Security Through a LLM-Based Vulnerability Detection Model
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deleteAlam, Syeda Sadia; Akter, Mst Shapna; Cuzzocrea, Alfredo
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Classifying Public and Private Documents Using Context-Based Predictions
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deleteKamal, Abrar Hasin; Kayem, Anne V. D. M.
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Ontology-Based Forest Fire Management Using Complex Event Processing and Large Language Models
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deleteChandra, Ritesh; Agarwal, Sonali; Tiwari, Sadhana
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