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BIG DATA ANALYTICS AND KNOWLEDGE DISCOVERY, DAWAK 2025

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Papers26
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Journal Papers 26
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Certainty Attacks Using Explainability Preprocessing
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deleteNewen, Carina; Puccini, Sofia Vergara; Mueller, Emmanuel
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A Bayesian Reinforcement Learning Framework for Online Index Tuning
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deleteHasan, Md Rakibul; Wu, Xiaoying; Theodoratos, Dimitri
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Cross-Modal Sequential Point-of-Interest Recommendation with Lightweight Hybrid Fusion Strategy
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deleteWang, Tianxing; Wang, Can; Tian, Hui; Shen, Hong
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Fair Proportional Top-k Ranking
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deleteLiebrand, Nina A.; Duong, Manh Khoi; Conrad, Stefan
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An Enhanced FP-Growth Algorithm with Hybrid Adaptive Support Threshold for Association Rule Mining
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deleteSaikaew, Kanda Runapongsa; Leung, Carson K.; Phiwhorm, Kritbodin
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Leveraging Machine Learning Techniques for Customer Data Deduplication - Hard-Won Lessons from a Real-World Project in the Financial Industry
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deleteWrembel, Robert; Andrzejewski, Witold; Boinski, Pawel; Bebel, Bartosz
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PAID: Power-Efficient AI-Optimized Databases
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deleteBouhatous, Ayoub; Bellatreche, Ladjel; Abdelwahed, El Hassan; Ordonez, Carlos
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Entity Resolution for Streaming Data with Embeddings
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deleteMa, Zhongwei; Roose, Philippe; Song, Jiefu
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Alternatives to Shallow Autoencoders for Collaborative Filtering
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deleteMallea, Mario; Nebot, Angela; Mugica, Francisco
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SPAPOOL: Soft Partition Assignment Pooling for Graph Neural Networks
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deleteGovan, Rodrigue; Scherrer, Romane; Fournier-Viger, Philippe; Selmaoui-Folcher, Nazha
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Sparse Matrix Algorithms for Evolving Neural Networks
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deleteOrdonez, Carlos
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FairFES - Fast Exact Sampling for Fair Classification
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deleteManh Khoi Duong; Liebrand, Nina A.; Conrad, Stefan
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ONNYX : Optimized Neural Networks Yielding eXplainable Insights from ECG Signals-Based Data Streams
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deleteMishra, Sanket; Aravindan, V.; Singh, Rajkanwar; Meka, Hasita Chowdary; Maiti, Sandipan; Panda, Subhrakanta
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Autism Detection by Analyzing Handwriting Characteristics of Chinese Characters via Deep Learning Models
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deleteLi, Yunrui; Wong, Jasin; Chen, Eva E.; Thamrin, Syauki Aulia; Chen, Arbee L. P.
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Effects of Response Length on User Search Experience in Spoken Conversational Search
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deleteTobioka, Ken; Yamamoto, Takehiro; Ohshima, Hiroaki
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Data Integration in the AI Era: Research Trends and Still Open Issues
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deleteWrembel, Robert
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MicroSuggest: Kernel-Aware Microservice Decomposition
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deleteBorse, Harsh; Satpathy, Utkalika; Mondal, Mainack; Mitra, Bivas
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Parameter Drift as a Signal for Membership Inference in Overfit-Tuned LLMs
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deleteKitamura, Takuto; Suzuki, Yu
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FNoDe: Faulty Node Detection in Microservices Architecture
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deleteBorse, Harsh; Satpathy, Utkalika; Mondal, Mainack; Mitra, Bivas
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On the Costs and Benefits of Learned Indexing for Dynamic High-Dimensional Data
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deleteSlaninakova, Terezia; Olha, Jaroslav; Prochazka, David; Antol, Matej; Dohnal, Vlastislav
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