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ECML-PKDD 2025

A

European Conference on Machine Learning and 25th Principles and Practice of Knowledge Discovery in Databases

Official site ↗
524
accepted papers
2,045
authors
September 15-19, 2025
dates
Portugal
location

300 / 524 papers

  1. 1
    "I Forgot About You": Exploring Multi-Label Unlearning (MLU) for Responsible Facial Recognition Systems
    Prommy Sultana Hossain
    ,
    Emanuela Marasco
    ,
    Jessica Lin
    ,
    Michael King
  2. 2
    A Benchmark to Evaluate LLMs' Proficiency on Italian Student Competencies
    Fabio Mercorio
    ,
    Mario Mezzanzanica
    ,
    Daniele Potertì
    ,
    Antonio Serino
    ,
    Andrea Seveso
  3. 3
    A Bilevel Reinforcement Learning Framework with Language Prior Knowledge
    Xue Yan
    ,
    Yan Song
    ,
    Xinyu Cui
    ,
    Filippos Christianos
    ,
    Haifeng Zhang
    ,
    Jun Wang
    ,
    David Mguni
  4. 4
    A Case Study in Explainable AI for Drug-Drug Interaction Prediction: A SHAP-Based Approach
    Muna Shati
    ,
    Franco Rugolon
    ,
    Alejandro Kuratomi
  5. 5
    A CNN-Based Local-Global Self-attention via Averaged Window Embeddings for Hierarchical ECG Analysis
    Arthur Buzelin
    ,
    Pedro Dutenhefner
    ,
    Turi Rezende
    ,
    Luisa G. Porfírio
    ,
    Pedro Bento
    ,
    Yan Aquino
    ,
    Jose Fernandes
    ,
    Caio Santana
    ,
    Gabriela Miana
    ,
    Gisele L. Pappa
    ,
    Antônio L. P. Ribeiro
    ,
    Wagner Meira Jr.
  6. 6
    A Comparative Study on the Responsible Use of Public LLMs for Self-diagnosis
    Nikil Sharan Prabahar Balasubramanian
    ,
    Sagnik Dakshit
  7. 7
    A Complementarity-Enhanced Mixture of Human-AI Teams for Decision-Making
    Hefei Liang
    ,
    Jiaqi Liu
    ,
    Bin Guo
    ,
    Zhiwen Yu
  8. 8
    A Concept-Based Approach to Voice Disorder Detection
    Davide Ghia
    ,
    Gabriele Ciravegna
    ,
    Alkis Koudounas
    ,
    Marco Fantini
    ,
    Erika Crosetti
    ,
    Giovanni Succo
    ,
    Tania Cerquitelli
  9. 9
    A Dual-Channel Heterogeneous Hypergraph Convolutional Network for Dual-target Cross-domain Recommendation
    Moyu Zhang
    ,
    Zhe Yang
  10. 10
    A Dynamic Ensemble and Replaying Model for Online Marine Sensor Data Prediction
    Xiang Li
    ,
    Xi Fu
    ,
    Congqi Lin
    ,
    Xiangkai Wang
    ,
    Yuhang Zhang
    ,
    Hao Wang
    ,
    Zhigang Zhao
    ,
    Meihong Yang
    ,
    Yinglong Wang
  11. 11
    A Hierarchical Ensemble Pipeline for Anomaly Detection in ESA Satellite Telemetry
    Lorenzo Riccardo Allegrini
    ,
    Geremia Pompei
  12. 12
    A Multi-Modal Spatial Risk Framework for EV Charging Infrastructure Using Remote Sensing
    Oktay Karakus
    ,
    Padraig Corcoran
  13. 13
    A Privacy-Centric Approach: Scalable and Secure Federated Learning Enabled by Hybrid Homomorphic Encryption
    Khoa Nguyen
    ,
    Tanveer Khan
    ,
    Hossein Abdinasibfar
    ,
    Antonis Michalas
  14. 14
    A QUBO Framework for Team Formation
    Karan Vombatkere
    ,
    Theodoros Lappas
    ,
    Evimaria Terzi
  15. 15
    A Real-Time Pipeline for Anomaly Detection and Explanation in Streaming Data
    Florentin Flambeau Jiechieu Kameni
    ,
    Anne Marthe Sophie Ngo Bibinbe
    ,
    Vasilis Cako
    ,
    Abdoul Jalil Djiberou Mahamadou
    ,
    Mohamed Rayane Bakari
    ,
    Kevin Dilan Nguetche
    ,
    Durande Kamga Nguifo
    ,
    Anthony Bertrand
    ,
    Michael Franklin Mbouopda
    ,
    Rim El Cheikh
    ,
    Gertrude Raissa Mbiadou Saleu
    ,
    William Guyot Lenat
    ,
    Patrick Asante Owusu
    ,
    Engelbert Mephu Nguifo
  16. 16
    A Real-World Deployment of Federated Learning for Residential Solar PV Power Forecasting
    Frederick Apina
    ,
    Diogo Monteiro
    ,
    Bruno Dias
    ,
    Hugo Morais
    ,
    Lucas Pereira
  17. 17
    A Reliable Remote Sensing-Based Framework for Vessel Detection
    Abubaker Gaber
    ,
    Stelios Neophytides
    ,
    Sebastian Heil
    ,
    Nithinkumar Mirle
    ,
    Michalis Mavrovouniotis
    ,
    Georgios Kavallieratos
    ,
    Georgios Spathoulas
    ,
    Martin Gaedke
  18. 18
    A Representation-Level Assessment of Bias Mitigation in Foundation Models
    Svetoslav Nizhnichenkov
    ,
    Rahul Nair
    ,
    Elizabeth Daly
    ,
    Brian Mac Namee
  19. 19
    A Scalable Approach for Unified Large Events Models in Soccer
    Tiago Mendes-Neves
    ,
    Luís Meireles
    ,
    João Mendes-Moreira
  20. 20
    A Scalable Model for Frequency Distribution of Low Occurrence Multi-words Towards Handling Very Large Spectrum of Text Corpora Sizes
    Joaquim F. Silva
    ,
    José C. Cunha
  21. 21
    A Spatio-Temporal Transformer Model for Node Attribute Prediction in Dynamic Graphs
    Namrata Banerji
    ,
    Tanya Y. Berger-Wolf
  22. 22
    A True-to-the-Model Benchmark for Edge-Level Attributions of GNN Explainers
    Francesco Paolo Nerini
    ,
    Francesco Bonchi
    ,
    André Panisson
  23. 23
    A Unified View of Abstract Visual Reasoning Problems
    Mikolaj Malkinski
    ,
    Jacek Mandziuk
  24. 24
    AB-STE: Adaptive Blended Gradient Estimation for Efficient Binarized Networks
    Siddharth Gupta
    ,
    Akash Kumar
  25. 25
    Achieving Flexible Local Differential Privacy in Federated Learning via Influence Functions
    Alycia N. Carey
    ,
    Xintao Wu
  26. 26
    Active Learning for Cheap RUL Prediction in CMAPSS Dataset
    Esmaail Albarazi
  27. 27
    Active Preference Optimization for Sample Efficient RLHF
    Nirjhar Das
    ,
    Souradip Chakraborty
    ,
    Aldo Pacchiano
    ,
    Sayak Ray Chowdhury
  28. 28
    ActiveVisium: Leveraging Active Learning to Enhance Manual Pathologist Annotation in 10x Visium Spatial Transcriptomics Experiments
    Jelica Vasiljevic
    ,
    Ines Berenguer Veiga
    ,
    Kerstin Hahn
    ,
    Petra Schwalie
    ,
    Alberto Valdeolivas
  29. 29
    Adaptable Hindsight Experience Replay for Search-Based Learning
    Alexandros Vazaios
    ,
    Jannis Brugger
    ,
    Cedric Derstroff
    ,
    Kristian Kersting
    ,
    Mira Mezini
  30. 30
    Adapting Stable Diffusion Models for Domain-Specific Medical Imaging: A Case Study in Synthetic Retinal Fundus Image Generation
    Ivo S. Façoco
    ,
    Gonçalo Mesquita
    ,
    Francisca Lúcio
    ,
    Luís Rosado
  31. 31
    Adaptive Multi-space Defense Framework Against Adversarial Attacks
    Xiaohui Yu
    ,
    Qiao Yan
  32. 32
    Adaptive Options for Decision Trees in Evolving Data Stream Classification
    Daniel Nowak Assis
    ,
    Jean Paul Barddal
    ,
    Fabrício Enembreck
  33. 33
    Advanced Strategic Improvement with Decision Interactions
    Wenjing Yang
    ,
    Xinpeng Lv
    ,
    Yunxin Mao
    ,
    Liyang Xu
    ,
    Ruochun Jin
    ,
    Huan Chen
    ,
    Jing Ren
    ,
    Jinxuan Yang
    ,
    Yuanlong Chen
    ,
    Haotian Wang
  34. 34
    Advancing Multi-step Mathematical Reasoning in Large Language Models Through Multi-layered Self-reflection with Auto-prompting
    André de Souza Loureiro
    ,
    Jorge Valverde-Rebaza
    ,
    Julieta Noguez
    ,
    David Escarcega
    ,
    Ricardo M. Marcacini
  35. 35
    AdvKT: An Adversarial Multi-step Training Framework for Knowledge Tracing
    Lingyue Fu
    ,
    Ting Long
    ,
    Jianghao Lin
    ,
    Wei Xia
    ,
    Xinyi Dai
    ,
    Ruiming Tang
    ,
    Yasheng Wang
    ,
    Weinan Zhang
    ,
    Yong Yu
  36. 36
    Aggressive Exploration in Offline Reinforcement Learning for Better Recommendations
    Kexin Shi
    ,
    Wenjia Wang
    ,
    Bingyi Jing
  37. 37
    Aligning AI Explanations with User Needs: A Qualitative Study of XAI Methods
    Ivania Donoso-Guzmán
    ,
    Denis Parra
    ,
    Katrien Verbert
  38. 38
    Alignment of Multiple Item Set Sequences for Apnea Detection
    Dries Van der Plas
    ,
    Johan Verbraecken
    ,
    Jesse Davis
    ,
    Wannes Meert
  39. 39
    Alternate Geometric and Semantic Denoising Diffusion for Protein Inverse Folding
    Chenglin Wang
    ,
    Yucheng Zhou
    ,
    Zhe Wang
    ,
    Zijie Zhai
    ,
    Jianbing Shen
    ,
    Kai Zhang
  40. 40
    AMST: Alternating Multimodal Skip Training
    Hugo Manuel Alves Henriques e Silva
    ,
    Hongguang Chen
    ,
    Selpi
  41. 41
    An (ε ,δ )-Accurate Level Set Estimation with a Stopping Criterion
    Hideaki Ishibashi
    ,
    Kota Matsui
    ,
    Kentaro Kutsukake
    ,
    Hideitsu Hino
  42. 42
    An Empirical Evaluation of Factors Affecting SHAP Explanation of Time Series Classification
    Nikos Papadeas
    ,
    Davide Italo Serramazza
    ,
    Zahraa Abdallah
    ,
    Georgiana Ifrim
  43. 43
    An Empirical Evaluation of Foundation Models for Multivariate Time Series Classification
    Pinar Sungu Isiacik
    ,
    Thach Le Nguyen
    ,
    Timilehin B. Aderinola
    ,
    Georgiana Ifrim
  44. 44
    An Empirical Investigation of Gender Stereotype Representation in Large Language Models: The Italian Case
    Gioele Giachino
    ,
    Marco Rondina
    ,
    Antonio Vetrò
    ,
    Riccardo Coppola
    ,
    Juan Carlos De Martin
  45. 45
    An LLM-Based Decision Support System for Strategic Decision-Making
    Majd Alkayyal
    ,
    Simon Malberg
    ,
    Georg Groh
  46. 46
    An Object-Level Entropy-Based Adversarial Attack for Image Privacy
    Wasaif Alsolami
    ,
    Raúl Santos-Rodríguez
    ,
    Zahraa S. Abdallah
    ,
    James Pope
  47. 47
    An Optimization Framework for Automated Assessment of Biological Plausibility of Spiking Neurons
    Sven Nitzsche
    ,
    Alexandru Ionita
    ,
    Andreas Faust
    ,
    Bogdan Ionescu
    ,
    Jürgen Becker
  48. 48
    Analyzing and Correcting Biased Machine Learning-Based Tuning of Weight Shrinkage in Forecast Combination
    Veronika Wachslander
  49. 49
    AnomalyExplainerBot: Explainable AI for LLM-Based Anomaly Detection Using BERTViz and Captum
    Prasasthy Balasubramanian
    ,
    Dumindu Kankanamge
    ,
    Ekaterina Gilman
    ,
    Mourad Oussalah
  50. 50
    Are Companies Taking AI Risks Seriously? A Systematic Analysis of Companies' AI Risk Disclosures in SEC 10-K Forms
    Lucas G. Uberti-Bona Marin
    ,
    Bram Rijsbosch
    ,
    Gerasimos Spanakis
    ,
    Konrad Kollnig