ecmlpkdd.org

Preprints 2025

Workshops

Monday - Morning
BIAS 2025 - 5th Workshop on Bias and Fairness in AI
New Frontiers in Mining Complex Patterns
Workshop on Machine Learning and Data Mining for Sports Analytics (MLSA)
Human-Centered Data Mining Workshop (HuMine 2025)
DEARING 2025: 2nd International Workshop on Data-cEntric ARtIficial iNtelliGence + Tutorial: AI’s Secret Key: The Power of High-Quality Data
Towards Hybrid Human-Machine Learning and Decision Making (HLDM)
IoT, Edge, and Mobile for Embedded Machine Learning
5th PharML, Machine Learning for Pharma and Healthcare Applications
AIMLAI - Advances in Interpretable Machine Learning and Artificial Intelligence
Learning to Quantify: Methods and Applications

Monday - Afternoon
Deep Learning meets Neuromorphic Hardware
Machine Learning for Cybersecurity (MLCS 2025)
AI for Safety-Critical Infrastructures (AI-SCI)
WIPE-OUT - Workshop on Innovations, Privacy-preservation, and Evaluations Of machine Unlearning Techniques
Machine Learning for Sustainable Power Systems (ML4SPS)
SynDAiTE – Synthetic Data for AI Trustworthiness and Evolution
MIDAS - The 10th Workshop on MIning DAta for financial applicationS
WAFL – 3rd Workshop on Advancements in Federated Learning

Monday
MLG: Mining and Learning with Graphs

Friday - Morning
9th Interactive Adaptive Learning Workshop
ML4ITS2025 - Machine Learning for Irregular Time Series
Interactive eXplainable AI - Theory and Practice (IXAIT)
Workshop on Responsible Healthcare using Machine Learning (RHCML)
MED-TIME: Learning on Real and Synthetic Medical Time Series Data
SoGood 2025 – 10th Workshop on Data Science for Social Good

Friday - Afternoon
10th Workshop on Advanced Analytics and Learning on Temporal Data (AALTD 2025)
2nd TempXAI Workshop for Explainable AI in Time Series and Data Streams
XKDD 2025 and Beyond: 7th International Workshop on eXplainable Knowledge Discovery in Data Mining and Unlearning Through XAI
The Seventh Data Science Meets Optimization (DSO) Workshop

Friday
International Workshop on Learning from Small Data
MACLEAN: MAChine Learning for EArth Observation

Workshops & Tutorials

Friday
AIDEM 2025: International Tutorial and Workshop on Artificial Intelligence, Data Analytics and Democracy

Tutorials

Monday - Morning
Sustainable Deep Learning for Time-series: Reservoir Computing

Monday - Afternoon
PyMDMA: Multimodal Data Metrics for Auditing real and synthetic datasets
An Overview of Concept-based XAI

Friday - Morning
Unraveling Graph Counterfactual Explainability: from Theoretical Foundations to Technical Mastery

Friday - Afternoon
Neural Networks Based on Differential Equations
Accessing platform data under the EU Digital Services Act

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