Arthur Zimek

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 58

Top Venues

CoRR

SISAP

Data Min. Knowl. Discov.

DSAA

Publications

Anton Danholt Lautrup, Tobias Hyrup, Arthur Zimek, Peter Schneider-Kamp
SynthEval: A Framework for Detailed Utility and Privacy Evaluation of Tabular Synthetic Data. CoRR (2024)
Alastair Anderberg, James Bailey, Ricardo J. G. B. Campello, Michael E. Houle, Henrique O. Marques, Milos Radovanovic, Arthur Zimek
Dimensionality-Aware Outlier Detection: Theoretical and Experimental Analysis. CoRR (2024)
Alastair Anderberg, James Bailey, Ricardo J. G. B. Campello, Michael E. Houle, Henrique O. Marques, Milos Radovanovic, Arthur Zimek
Dimensionality-Aware Outlier Detection. SDM (2024)
Henrique O. Marques, Lorne Swersky, Jörg Sander, Ricardo J. G. B. Campello, Arthur Zimek
On the evaluation of outlier detection and one-class classification: a comparative study of algorithms, model selection, and ensembles. Data Min. Knowl. Discov. 37 (4) (2023)
Félix Iglesias, Tanja Zseby, Alexander Hartl, Arthur Zimek
SDOclust: Clustering with Sparse Data Observers. SISAP (2023)
Félix Iglesias Vázquez, Alexander Hartl, Tanja Zseby, Arthur Zimek
Anomaly detection in streaming data: A comparison and evaluation study. Expert Syst. Appl. 233 (2023)
Jonatan Møller Nuutinen Gøttcke, Colin Bellinger, Paula Branco, Arthur Zimek
An Interpretable Measure of Dataset Complexity for Imbalanced Classification Problems. SDM (2023)
Yi Cai, Arthur Zimek, Eirini Ntoutsi, Gerhard Wunder
Explaining text classifiers through progressive neighborhood approximation with realistic samples. CoRR (2023)
Tobias Hyrup, Anton Danholt Lautrup, Arthur Zimek, Peter Schneider-Kamp
Sharing is CAIRing: Characterizing Principles and Assessing Properties of Universal Privacy Evaluation for Synthetic Tabular Data. CoRR (2023)
Conor McCarthy, Panagiotis Tampakis, Marco Chiarandini, Morten Bredsgaard Randers, Stefan Jänicke, Arthur Zimek
Analyzing Passing Sequences for the Prediction of Goal-Scoring Opportunities. MLSA@PKDD/ECML (2022)
Rui Zhang, Arthur Zimek, Peter Schneider-Kamp
A Simple Meta-path-free Framework for Heterogeneous Network Embedding. CIKM (2022)
Yi Cai, Arthur Zimek, Gerhard Wunder, Eirini Ntoutsi
Power of Explanations: Towards automatic debiasing in hate speech detection. CoRR (2022)
Yi Cai, Arthur Zimek, Gerhard Wunder, Eirini Ntoutsi
Power of Explanations: Towards automatic debiasing in hate speech detection. DSAA (2022)
Henrique O. Marques, Arthur Zimek, Ricardo J. G. B. Campello, Jörg Sander
Similarity-Based Unsupervised Evaluation of Outlier Detection. SISAP (2022)
Erik Andersen, Marco Chiarandini, Marwan Hassani, Stefan Jänicke, Panagiotis Tampakis, Arthur Zimek
Evaluation of Probability Distribution Distance Metrics in Traffic Flow Outlier Detection. MDM (2022)
Rui Zhang, Arthur Zimek, Peter Schneider-Kamp
Unsupervised Representation Learning on Attributed Multiplex Network. CIKM (2022)
Nicklas Sindlev Andersen, Marco Chiarandini, Stefan Jänicke, Panagiotis Tampakis, Arthur Zimek
Detecting Wandering Behavior of People with Dementia. CoRR (2021)
Jonatan Møller Nuutinen Gøttcke, Arthur Zimek, Ricardo J. G. B. Campello
Non-parametric Semi-supervised Learning by Bayesian Label Distribution Propagation. SISAP (2021)
Félix Iglesias, Tanja Zseby, Arthur Zimek
Clustering refinement. Int. J. Data Sci. Anal. 12 (4) (2021)
Yi Cai, Arthur Zimek, Eirini Ntoutsi
XPROAX-Local explanations for text classification with progressive neighborhood approximation. CoRR (2021)
Yi Cai, Arthur Zimek, Eirini Ntoutsi
XPROAX-Local explanations for text classification with progressive neighborhood approximation. DSAA (2021)
Nicklas Sindlev Andersen, Marco Chiarandini, Stefan Jänicke, Panagiotis Tampakis, Arthur Zimek
Detecting Wandering Behavior of People with Dementia. ICDM (Workshops) (2021)
Jonatan Møller Nuutinen Gøttcke, Arthur Zimek
Handling Class Imbalance in k-Nearest Neighbor Classification by Balancing Prior Probabilities. SISAP (2021)
Félix Iglesias Vázquez, Tanja Zseby, Arthur Zimek
Interpretability and Refinement of Clustering. DSAA (2020)
Ricardo J. G. B. Campello, Peer Kröger, Jörg Sander, Arthur Zimek
Density-based clustering. WIREs Data Mining Knowl. Discov. 10 (2) (2020)
Eirini Ntoutsi, Erich Schubert, Arthur Zimek, Albrecht Zimmermann
Call for Special Issue Papers: Evaluation and Experimental Design in Data Mining and Machine Learning. Big Data 8 (5) (2020)
Eirini Ntoutsi, Erich Schubert, Arthur Zimek, Albrecht Zimmermann
Call for Special Issue Papers: Evaluation and Experimental Design in Data Mining and Machine Learning. Big Data 8 (6) (2020)
Rui Zhang, Maéva Vignes, Ulrich Steiner, Arthur Zimek
Matching Research Publications to the United Nations' Sustainable Development Goals by Multi-Label-Learning with Hierarchical Categories. DSAA (2020)
Eirini Ntoutsi, Erich Schubert, Arthur Zimek, Albrecht Zimmermann
Call for Special Issue Papers: Evaluation and Experimental Design in Data Mining and Machine Learning. Big Data 8 (4) (2020)
Jonas Herskind Sejr, Arthur Zimek, Peter Schneider-Kamp
Explainable Detection of Zero Day Web Attacks. ICDIS (2020)
Henrique O. Marques, Ricardo J. G. B. Campello, Jörg Sander, Arthur Zimek
Internal Evaluation of Unsupervised Outlier Detection. ACM Trans. Knowl. Discov. Data 14 (4) (2020)
Jadson Castro Gertrudes, Arthur Zimek, Jörg Sander, Ricardo J. G. B. Campello
Correction to: A unified view of density-based methods for semi-supervised clustering and classification. Data Min. Knowl. Discov. 34 (6) (2020)
Rui Zhang, Peter Schneider-Kamp, Arthur Zimek
Improving Semantic Similarity of Words by Retrofitting Word Vectors in Sense Level. ICAART (2) (2020)
Félix Iglesias, Tanja Zseby, Arthur Zimek
Absolute Cluster Validity. IEEE Trans. Pattern Anal. Mach. Intell. 42 (9) (2020)
Erich Schubert, Arthur Zimek
ELKI: A large open-source library for data analysis - ELKI Release 0.7.5 "Heidelberg". CoRR (2019)
Guilherme Oliveira Campos, Edré Moreira, Wagner Meira Jr., Arthur Zimek
Outlier detection in graphs: A study on the impact of multiple graph models. Comput. Sci. Inf. Syst. 16 (2) (2019)
Eirini Ntoutsi, Erich Schubert, Arthur Zimek, Albrecht Zimmermann
1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning (EDML 2019). EDML@SDM (2019)
Ruben Becker, Imane Hafnaoui, Michael E. Houle, Pan Li, Arthur Zimek
Subspace Determination through Local Intrinsic Dimensional Decomposition: Theory and Experimentation. CoRR (2019)
Félix Iglesias, Tanja Zseby, Daniel C. Ferreira, Arthur Zimek
MDCGen: Multidimensional Dataset Generator for Clustering. J. Classif. 36 (3) (2019)
Félix Iglesias, Alexander Hartl, Tanja Zseby, Arthur Zimek
Are Network Attacks Outliers? A Study of Space Representations and Unsupervised Algorithms. PKDD/ECML Workshops (2) (2019)
Ruben Becker, Imane Hafnaoui, Michael E. Houle, Pan Li, Arthur Zimek
Subspace Determination Through Local Intrinsic Dimensional Decomposition. SISAP (2019)
Jadson Castro Gertrudes, Arthur Zimek, Jörg Sander, Ricardo J. G. B. Campello
A unified view of density-based methods for semi-supervised clustering and classification. Data Min. Knowl. Discov. 33 (6) (2019)
Michael E. Houle, Erich Schubert, Arthur Zimek
On the Correlation Between Local Intrinsic Dimensionality and Outlierness. SISAP (2018)
Guilherme Oliveira Campos, Wagner Meira Jr., Arthur Zimek
Outlier Detection in Graphs: On the Impact of Multiple Graph Models. WIMS (2018)
Félix Iglesias Vázquez, Tanja Zseby, Arthur Zimek
Outlier Detection Based on Low Density Models. ICDM Workshops (2018)
Jadson Castro Gertrudes, Arthur Zimek, Jörg Sander, Ricardo J. G. B. Campello
A unified framework of density-based clustering for semi-supervised classification. SSDBM (2018)
Guilherme Oliveira Campos, Arthur Zimek, Wagner Meira Jr.
An Unsupervised Boosting Strategy for Outlier Detection Ensembles. PAKDD (1) (2018)
Youcef Djenouri, Arthur Zimek, Marco Chiarandini
Outlier Detection in Urban Traffic Flow Distributions. ICDM (2018)
Youcef Djenouri, Arthur Zimek
Outlier Detection in Urban Traffic Data. WIMS (2018)
Arthur Zimek, Peter Filzmoser
There and back again: Outlier detection between statistical reasoning and data mining algorithms. WIREs Data Mining Knowl. Discov. 8 (6) (2018)
Hans-Peter Kriegel, Erich Schubert, Arthur Zimek
The (black) art of runtime evaluation: Are we comparing algorithms or implementations? Knowl. Inf. Syst. 52 (2) (2017)
Guillaume Casanova, Elias Englmeier, Michael E. Houle, Peer Kröger, Michael Nett, Erich Schubert, Arthur Zimek
Dimensional Testing for Reverse k-Nearest Neighbor Search. Proc. VLDB Endow. 10 (7) (2017)
Daniel Basaran, Eirini Ntoutsi, Arthur Zimek
Redundancies in Data and their Effect on the Evaluation of Recommendation Systems: A Case Study on the Amazon Reviews Datasets. SDM (2017)
Evelyn Kirner, Erich Schubert, Arthur Zimek
Good and Bad Neighborhood Approximations for Outlier Detection Ensembles. SISAP (2017)
Lorne Swersky, Henrique O. Marques, Jörg Sander, Ricardo J. G. B. Campello, Arthur Zimek
On the Evaluation of Outlier Detection and One-Class Classification Methods. DSAA (2016)
Ira Assent, Carlotta Domeniconi, Francesco Gullo, Andrea Tagarelli, Arthur Zimek
MultiClust 2013: Multiple Clusterings, Multiview Data, and Multisource Knowledgedriven Clustering: [Workshop Report]. SIGKDD Explor. 18 (1) (2016)
Guilherme Oliveira Campos, Arthur Zimek, Jörg Sander, Ricardo J. G. B. Campello, Barbora Micenková, Erich Schubert, Ira Assent, Michael E. Houle
On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study. Data Min. Knowl. Discov. 30 (4) (2016)
Pablo A. Jaskowiak, Davoud Moulavi, Antonio C. S. Furtado, Ricardo J. G. B. Campello, Arthur Zimek, Jörg Sander
On strategies for building effective ensembles of relative clustering validity criteria. Knowl. Inf. Syst. 47 (2) (2016)
Laurent Amsaleg, Michael E. Houle, Vincent Oria, Arthur Zimek
Dimensionality and Scalability II: Hands-On Intrinsic Dimensionality (NII Shonan Meeting 2015-9). NII Shonan Meet. Rep. 2015 (2015)
Erich Schubert, Michael Weiler, Arthur Zimek
Outlier Detection and Trend Detection: Two Sides of the Same Coin. ICDM Workshops (2015)
Ricardo J. G. B. Campello, Davoud Moulavi, Arthur Zimek, Jörg Sander
Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection. ACM Trans. Knowl. Discov. Data 10 (1) (2015)
Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek, Jörg Sander
On the internal evaluation of unsupervised outlier detection. SSDBM (2015)
Erich Schubert, Alexander Koos, Tobias Emrich, Andreas Züfle, Klaus Arthur Schmid, Arthur Zimek
A Framework for Clustering Uncertain Data. Proc. VLDB Endow. 8 (12) (2015)
Erich Schubert, Arthur Zimek, Hans-Peter Kriegel
Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles. DASFAA (2) (2015)
Arthur Zimek, Jilles Vreeken
The blind men and the elephant: on meeting the problem of multiple truths in data from clustering and pattern mining perspectives. Mach. Learn. 98 (1-2) (2015)
Erich Schubert, Arthur Zimek, Hans-Peter Kriegel
Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection. Data Min. Knowl. Discov. 28 (1) (2014)
Davoud Moulavi, Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Arthur Zimek, Jörg Sander
Density-Based Clustering Validation. SDM (2014)
Andreas Züfle, Tobias Emrich, Klaus Arthur Schmid, Nikos Mamoulis, Arthur Zimek, Matthias Renz
Representative clustering of uncertain data. KDD (2014)
Xuan-Hong Dang, Ira Assent, Raymond T. Ng, Arthur Zimek, Erich Schubert
Discriminative features for identifying and interpreting outliers. ICDE (2014)
Arthur Zimek, Ricardo J. G. B. Campello, Jörg Sander
Data perturbation for outlier detection ensembles. SSDBM (2014)
Jundong Li, Jörg Sander, Ricardo J. G. B. Campello, Arthur Zimek
Active Learning Strategies for Semi-Supervised DBSCAN. Canadian Conference on AI (2014)
Erich Schubert, Arthur Zimek, Hans-Peter Kriegel
Generalized Outlier Detection with Flexible Kernel Density Estimates. SDM (2014)
Mojgan Pourrajabi, Davoud Moulavi, Ricardo J. G. B. Campello, Arthur Zimek, Jörg Sander, Randy Goebel
Model Selection for Semi-Supervised Clustering. EDBT (2014)
Ricardo J. G. B. Campello, Davoud Moulavi, Arthur Zimek, Jörg Sander
A framework for semi-supervised and unsupervised optimal extraction of clusters from hierarchies. Data Min. Knowl. Discov. 27 (3) (2013)
Michael E. Houle, Vincent Oria, Arthur Zimek
Dimensionality and Scalability (NII Shonan Meeting 2013-4). NII Shonan Meet. Rep. 2013 (2013)
Elke Achtert, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek
Interactive data mining with 3D-parallel-coordinate-trees. SIGMOD Conference (2013)
Erich Schubert, Arthur Zimek, Hans-Peter Kriegel
Geodetic Distance Queries on R-Trees for Indexing Geographic Data. SSTD (2013)
Kelvin Sim, Vivekanand Gopalkrishnan, Arthur Zimek, Gao Cong
A survey on enhanced subspace clustering. Data Min. Knowl. Discov. 26 (2) (2013)
Arthur Zimek, Matthew Gaudet, Ricardo J. G. B. Campello, Jörg Sander
Subsampling for efficient and effective unsupervised outlier detection ensembles. KDD (2013)
Arthur Zimek, Ricardo J. G. B. Campello, Jörg Sander
Ensembles for unsupervised outlier detection: challenges and research questions a position paper. SIGKDD Explor. 15 (1) (2013)
Elke Achtert, Sascha Goldhofer, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek
Evaluation of Clusterings - Metrics and Visual Support. ICDE (2012)
Hans-Peter Kriegel, Peer Kröger, Arthur Zimek
Subspace clustering. WIREs Data Mining Knowl. Discov. 2 (4) (2012)
Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek
Outlier Detection in Arbitrarily Oriented Subspaces. ICDM (2012)
Arthur Zimek, Erich Schubert, Hans-Peter Kriegel
A survey on unsupervised outlier detection in high-dimensional numerical data. Stat. Anal. Data Min. 5 (5) (2012)
Erich Schubert, Remigius Wojdanowski, Arthur Zimek, Hans-Peter Kriegel
On Evaluation of Outlier Rankings and Outlier Scores. SDM (2012)
Irene Ntoutsi, Arthur Zimek, Themis Palpanas, Peer Kröger, Hans-Peter Kriegel
Density-based Projected Clustering over High Dimensional Data Streams. SDM (2012)
Hans-Peter Kriegel, Peer Kröger, Jörg Sander, Arthur Zimek
Density-based clustering. WIREs Data Mining Knowl. Discov. 1 (3) (2011)
Hans-Peter Kriegel, Peer Kröger, Irene Ntoutsi, Arthur Zimek
Density Based Subspace Clustering over Dynamic Data. SSDBM (2011)
Thomas Bernecker, Michael E. Houle, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Erich Schubert, Arthur Zimek
Quality of Similarity Rankings in Time Series. SSTD (2011)
Hans-Peter Kriegel, Erich Schubert, Arthur Zimek
Evaluation of Multiple Clustering Solutions. MultiClust@ECML/PKDD (2011)
Elke Achtert, Ahmed Hettab, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek
Spatial Outlier Detection: Data, Algorithms, Visualizations. SSTD (2011)
Jilles Vreeken, Arthur Zimek
When Pattern Met Subspace Cluster. MultiClust@ECML/PKDD (2011)
Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek
Interpreting and Unifying Outlier Scores. SDM (2011)
Arthur Zimek, Fabian Buchwald, Eibe Frank, Stefan Kramer
A Study of Hierarchical and Flat Classification of Proteins. IEEE ACM Trans. Comput. Biol. Bioinform. 7 (3) (2010)
Johannes Aßfalg, Jing Gong, Hans-Peter Kriegel, Alexey Pryakhin, Tiandi Wei, Arthur Zimek
Investigating a Correlation between Subcellular Localization and Fold of Proteins. J. Univers. Comput. Sci. 16 (5) (2010)
Elke Achtert, Hans-Peter Kriegel, Lisa Reichert, Erich Schubert, Remigius Wojdanowski, Arthur Zimek
Visual Evaluation of Outlier Detection Models. DASFAA (2) (2010)
Hans-Peter Kriegel, Peer Kröger, Irene Ntoutsi, Arthur Zimek
Towards subspace clustering on dynamic data: an incremental version of PreDeCon. StreamKDD@KDD (2010)
Michael E. Houle, Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek
Can Shared-Neighbor Distances Defeat the Curse of Dimensionality? SSDBM (2010)
Kyoji Kawagoe, Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Arthur Zimek, Andreas Züfle
Similarity Search in Time Series of Dynamical Model-based Systems. DEXA Workshops (2010)
Thomas Bernecker, Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Erich Schubert, Arthur Zimek
Subspace Similarity Search: Efficient k-NN Queries in Arbitrary Subspaces. SSDBM (2010)

Arthur Zimek.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Arthur Zimek