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MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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Journal Papers
28
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Journal Papers
28
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Attribute-Aware Sequential Recommendation Model for Used Car Auctions
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Elsayed, Shereen; Ngoc Son Le; Rashed, Ahmed; Hestermeyer, Lukas; Wlodarczyk, Radoslaw; Stubbemann, Maximilian; Schmidt-Thieme, Lars
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CNN-Transformer with Absolute Positional Encoding Optimized for Low-Dimensional Inputs: Applied to Estimate Sliding Drop Width
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Shumaly, Sajjad; Darvish, Fahimeh; Salehi, Mahsa; Foumani, Navid Mohammadi; Kukharenko, Oleksandra; Butt, Hans-Juergen; Schwanecke, Ulrich; Berger, Ruediger
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HAGAPS: Hierarchical Attentive Graph Neural Networks for Predicting Alternative Polyadenylation Site Quantification
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Giovanoudi, Eleni; Rafailidis, Dimitrios
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Personalized Contest Recommendation in Fantasy Sports
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Srilakshmi, Madiraju; Kothari, Kartavya; Marathe, Kamlesh
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Proactive Detection of Model Degradation in Financial Fraud Prediction with Delayed Labels
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Sethi, Akshay; Gupta, Priyanshi; Kansotia, Sparsh; Kant, Kamal; Srivasatava, Nitish
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SigBERT: Combining Narrative Medical Reports and Rough Path Signature Theory for Survival Prediction in Oncology
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Minchella, Paul; Verlingue, Loic; Chretien, Stephane; Vaucher, Ftemi; Metzler, Guillaume
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TEMPOBIGEN: A Curated Generative Model for Healthcare Mobility Logs with Visit Duration
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Hieu Vu; Segre, Alberto M.; Adhikari, Bijaya
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Evaluating Transfer Learning Methods on Real-World Data Streams: A Case Study in Financial Fraud Detection
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Pereira, Ricardo Ribeiro; Bono, Jacopo; Ferreira, Hugo; Ribeiro, Pedro; Soares, Carlos; Bizarro, Pedro
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Continuous Learning of Ordinal User Preferences on Wearable Devices
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Weinberger, Simon; Cugliari, Jairo; Le Cain, Aurelie
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Enhancing Detection of Leishmania spp. Amastigotes in Canine Lymph Node Smear Images: Evaluating the Effectiveness of Synthetic Data in Augmenting Existing Datasets
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Tsikosi, Dimitrios; Chatzipanagiotidou, Irene; Dimitriadis, Dimitris; Tsokana, Constantina N.; Valiakos, George; Athanasiou, Labrini V.; Tsoumakas, Grigorios
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On the Performance of LLMs for Real Estate Appraisal
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Geerts, Margot; Reusens, Manon; Baesens, Bart; vanden Broucke, Seppe; De Weerdt, Jochen
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Near-Infrared Spectroscopy and Image Classification of Refuse Derived Fuels to Increase Cement Production Quality
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Fischer, Jonas; Fehler, Luca; Treiber, Kevin; Scherer, Viktor
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ActiveVisium: Leveraging Active Learning to Enhance Manual Pathologist Annotation in 10x Visium Spatial Transcriptomics Experiments
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Vasiljevic, Jelica; Veiga, Ines Berenguer; Hahn, Kerstin; Schwalie, Petra; Valdeolivas, Alberto
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Offline Reinforcement Learning for Community-Acquired Pneumonia Management: A Feasibility Study
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Beeson, Alex; Couper, Keith; Montana, Giovanni
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TempEHR: A Temporal Dependency-Based Approach for Synthesizing Electronic Health Records
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Budu, Emmanuella; Soliman, Amira; Etminani, Farzaneh; Rognvaldsson, Thorsteinn
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Mitigating Data Scarcity in Polymer Property Prediction via Multi-task Auxiliary Learning
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Pinheiro, Gabriel A.; Quiles, Marcos G.; Da Silva, Juarez L. F.; Fern, Xiaoli Z.
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Transaction Categorization with Relational Deep Learning in QuickBooks
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Dong, Kaiwen; Jonnalagedda, Padmaja; Gao, Xiang; Acharya, Ayan; Kissa, Maria; Flores, Mauricio; Chawla, Nitesh V.; Das, Kamalika
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Harnessing Mixed Features for Imbalance Data Oversampling: Application to Bank Customers Scoring
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Sakho, Abdoulaye; Malherbe, Emmanuel; Gauthier, Carl-Erik; Scornet, Erwan
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WoundAmbit: Bridging State-of-the-Art Semantic Segmentation and Real-World Wound Care
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Borst, Vanessa; Dittus, Timo; Dege, Tassilo; Schmieder, Astrid; Kounev, Samuel
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Better Capturing Interactions Between Products in Retail: Revisited Negative Sampling for Basket Choice Modeling
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
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2026-01-01
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Desir, Jules; Auriau, Vincent; Mozina, Martin; Malherbe, Emmanuel
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