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MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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Journal Papers
26
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Journal Papers
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Denoising Diffusion Implicit Models for Laser-Plasma Accelerator Simulation Trained With Physical Constraint Loss
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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Jech, Matej; Grittani, Gabriele Maria; Lazzarini, Carlo Maria; Kovalenko, Alexander
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A Unified View of Abstract Visual Reasoning Problems
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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Malkinski, Mikolaj; Mandziuk, Jacek
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A Dynamic Ensemble and Replaying Model for Online Marine Sensor Data Prediction
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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Li, Xiang; Fu, Xi; Lin, Congqi; Wang, Xiangkai; Zhang, Yuhang; Wang, Hao; Zhao, Zhigang; Yang, Meihong; Wang, Yinglong
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Preserving the World Heritage: Post-earthquake Monitoring Based on Structural Break Testing with Deep Temporal Convolutional Features
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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Dente, Francesco; Combey, Andy; Lheritier, Alix; Acuna-Agost, Rodrigo; Mercerat, E. Diego
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Graph Neural Networks for Jamming Source Localization
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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Herzalla, Dania; Lunardi, Willian T.; Andreoni, Martin
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A Benchmark to Evaluate LLMs' Proficiency on Italian Student Competencies
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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Mercorio, Fabio; Mezzanzanica, Mario; Poterti, Daniele; Serino, Antonio; Seveso, Andrea
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Supply Framework of Physical Machine Demand in Elastic Computing Service
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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Liu, Zhanyu; Zhang, Xudong; Hu, Zhidong; Li, Xiejing; Peng, Fei; Zhou, Jian; Deng, Siyu; Zheng, Guanjie
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Automating Geospatial Vision Tasks with a Large Language Model Agent
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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Chen, Yuxing; Wang, Weijie; Kurtz, Camille; Lobry, Sylvain
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Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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Plettenberg, Pascal; Alcalde, Andre; Sick, Bernhard; Thomas, Josephine M.
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RAID: Root Cause Anomaly Identification and Diagnosis
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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Ky, Joel Roman; Mathieu, Bertrand; Lahmadi, Abdelkader; Wang, Minqi; Marrot, Nicolas; Boutaba, Raouf
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An Empirical Evaluation of Foundation Models for Multivariate Time Series Classification
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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Isiacik, Pinar Sungu; Thach Le Nguyen; Aderinola, Timilehin; Ifrim, Georgiana
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Improving Pricing Recommendations Using Nearest Neighbors Retrieval Via Contrastive Learning and Hard Negatives Mining
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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Mazuz, Eyal; Fuchs, Gilad; Nus, Alex; Rokach, Lior; Shapira, Bracha
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ChordPrompt: Orchestrating Cross-Modal Prompt Synergy for Multi-domain Incremental Learning in CLIP
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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Wang, Zhiyuan; Chen, Bokui
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Multi-class and Multi-task Strategies for Neural Directed Link Prediction
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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Moroni, Claudio; Borile, Claudio; Mattsson, Carolina; Starnini, Michele; Panisson, Andre
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Fostering Responsibility in Email Marketing: A Contextual Restless Bandit Framework
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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El Mimouni, Ibtihal; Avrachenkov, Konstantin
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Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration for Exosuit Personalization
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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Rodemann, Julian; Croppi, Federico; Arens, Philipp; Sale, Yusuf; Herbinger, Julia; Bischl, Bernd; Huellermeier, Eyke; Augustin, Thomas; Walsh, Conor J.; Casalicchio, Giuseppe
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Gradient Similarity Surgery in Multi-task Deep Learning
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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Borsani, Thomas; Rosani, Andrea; Nicosia, Giuseppe; Di Fatta, Giuseppe
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Enforcing Vector Space Stability in Embeddings with Evolving Vocabularies: A Web-App Behavior Perspective
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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Rodriguez-Gonzalez, Asier; Sisamon Serrano, Ignacio; Esplugues Conca, Ignacio; Sanchez Santolaya, Daniel; Medina Sanchez, Joel
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Understanding Rumen Methanogen Interactions in Sheep Using Machine Learning
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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Dost, Katharina; Albrecht, Steffen; Maclean, Paul; Wicker, Jorg; Gupta, Sandeep K.
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Contextual Hypernetwork for Adaptive Prediction of Laser-Induced Colors on Quasi-random Plasmonic Metasurfaces
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII
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2026-01-01
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Girardin, Thibault; Destouches, Nathalie; Habrard, Amaury
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