Arthur Zimek
Syddansk Universitet
H-index: 49
Europe-Denmark
Top articles of Arthur Zimek
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
SynthEval: A Framework for Detailed Utility and Privacy Evaluation of Tabular Synthetic Data | arXiv preprint arXiv:2404.15821 | Anton Danholt Lautrup Tobias Hyrup Arthur Zimek Peter Schneider-Kamp | 2024/4/24 |
Dimensionality-Aware Outlier Detection: Theoretical and Experimental Analysis | arXiv preprint arXiv:2401.05453 | Alastair Anderberg James Bailey Ricardo JGB Campello Michael E Houle Henrique O Marques | 2024/1/10 |
Dimensionality-Aware Outlier Detection | Alastair Anderberg James Bailey Ricardo JGB Campello Michael E Houle Henrique O Marques | 2024 | |
SDOclust: Clustering with Sparse Data Observers | Félix Iglesias Tanja Zseby Alexander Hartl Arthur Zimek | 2023/10/9 | |
On the evaluation of outlier detection and one-class classification: a comparative study of algorithms, model selection, and ensembles | Data Mining and Knowledge Discovery | Henrique O Marques Lorne Swersky Jörg Sander Ricardo JGB Campello Arthur Zimek | 2023/7 |
Clustering High-Dimensional Data | Arthur Zimek | 2018/9/3 | |
Explaining text classifiers through progressive neighborhood approximation with realistic samples | arXiv preprint arXiv:2302.07733 | Yi Cai Arthur Zimek Eirini Ntoutsi Gerhard Wunder | 2023/2/11 |
Sharing is CAIRing: Characterizing Principles and Assessing Properties of Universal Privacy Evaluation for Synthetic Tabular Data | arXiv preprint arXiv:2312.12216 | Tobias Hyrup Anton Danholt Lautrup Arthur Zimek Peter Schneider-Kamp | 2023/12/19 |
An Interpretable Measure of Dataset Complexity for Imbalanced Classification Problems | Jonatan Møller Nuutinen Gøttcke Colin Bellinger Paula Branco Arthur Zimek | 2023 | |
Anomaly detection in streaming data: A comparison and evaluation study | Expert Systems with Applications | Félix Iglesias Vázquez Alexander Hartl Tanja Zseby Arthur Zimek | 2023/12/15 |
Unsupervised representation learning on attributed multiplex network | Rui Zhang Arthur Zimek Peter Schneider-Kamp | 2022/10/17 | |
A simple meta-path-free framework for heterogeneous network embedding | Rui Zhang Arthur Zimek Peter Schneider-Kamp | 2022/10/17 | |
Power of Explanations: Towards automatic debiasing in hate speech detection | Yi Cai Arthur Zimek Gerhard Wunder Eirini Ntoutsi | 2022/10/13 | |
Similarity-Based Unsupervised Evaluation of Outlier Detection | Henrique O Marques Arthur Zimek Ricardo JGB Campello Jörg Sander | 2022/9/28 | |
Analyzing passing sequences for the prediction of goal-scoring opportunities | Conor McCarthy Panagiotis Tampakis Marco Chiarandini Morten Bredsgaard Randers Stefan Jänicke | 2022/9/19 | |
Evaluation of probability distribution distance metrics in traffic flow outlier detection | Erik Andersen Marco Chiarandini Marwan Hassani Stefan Jänicke Panagiotis Tampakis | 2022/6/6 | |
ECML PKDD 2020 Workshops Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020 … | Albrecht Zimmermann Irena Koprinska Michael Kamp Annalisa Appice Corrado Loglisci | 2021/2/3 | |
Detecting wandering behavior of people with dementia | Nicklas Sindlev Andersen Marco Chiarandini Stefan Jänicke Panagiotis Tampakis Arthur Zimek | 2021/12/7 | |
Handling Class Imbalance in k-Nearest Neighbor Classification by Balancing Prior Probabilities | Jonatan Møller Nuutinen Gøttcke Arthur Zimek | 2021 | |
XPROAX-local explanations for text classification with progressive neighborhood approximation | Yi Cai Arthur Zimek Eirini Ntoutsi | 2021/10/6 |
Co-Authors
