引用次数
引用: 15,274
H-指数: 49
I10-指数 : 88
出版物: 144
Proceedings of the 4th MultiClust Workshop on Multiple Clusterings, Multi-view Data, and Multi-source Knowledge-driven Clustering
Carlotta Domeniconi , Ira Assent , Arthur Zimek , Andrea Tagarelli
knowledge discovery and data mining
1
2013
Robust Clustering in Arbitrarily Oriented Subspaces
Elke Achtert , Arthur Zimek , Peer Kröger , Jörn David
siam international conference on data mining 763 -774
21
2008
3rd MultiClust Workshop: Discovering, Summarizing and Using Multiple Clusterings
Emmanuel Müller , Thomas Seidl , Suresh Venkatasubramanian , Arthur Zimek
siam international conference on data mining
2012
Investigating a Correlation between Subcellular Localization and Fold of Proteins
Arthur Zimek , Hans-Peter Kriegel , Alexey Pryakhin , Johannes Aßfalg
Journal of Universal Computer Science 16 604 -621
2
2010
Robust, Complete, and Efficient Correlation Clustering ∗
Elke Achtert , Arthur Zimek , Hans-Peter Kriegel , Peer Kröger
siam international conference on data mining 413 -418
45
2007
Model selection for semi-supervised clustering
Arthur Zimek , Davoud Moulavi , Ricardo J. G. B. Campello , Jörg Sander
extending database technology 331 -342
9
2014
Generalized Outlier Detection with Flexible Kernel Density Estimates.
Arthur Zimek , Hans-Peter Kriegel , Erich Schubert
siam international conference on data mining 542 -550
80
2014
On Using Class-Labels in Evaluation of Clusterings
Arthur Zimek , Stephan Günnemann , Hans-Peter Kriegel , Erich Schubert
158
2010
Proceedings of the 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning co-located with SIAM International Conference on Data Mining (SDM 2019)
Eirini Ntoutsi , Arthur Zimek , Erich Schubert , Albrecht Zimmermann
2019
Explainable Detection of Zero Day Web Attacks
Arthur Zimek , Peter Schneider-Kamp , Jonas Herskind Sejr
2020 3rd International Conference on Data Intelligence and Security (ICDIS) 71 -78
2020
Outlier Detection with Explanations on Music Streaming Data: A Case Study with Danmark Music Group Ltd.
Arthur Zimek , Peter Schneider-Kamp , Jonas Herskind Sejr , Nicolai Dvinge
Applied Sciences 11 ( 5) 2270
2021
Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data
Hans-Peter Kriegel , Peer Kröger , Erich Schubert , Arthur Zimek
Advances in Knowledge Discovery and Data Mining 831 -838
338
2009
Internal Evaluation of Unsupervised Outlier Detection
Henrique O Marques , Ricardo JGB Campello , Jörg Sander , Arthur Zimek
ACM Transactions on Knowledge Discovery From Data 14 ( 4) 47
3
2020
Subsampling for efficient and effective unsupervised outlier detection ensembles
Arthur Zimek , Matthew Gaudet , Ricardo J.G.B. Campello , Jörg Sander
knowledge discovery and data mining 428 -436
105
2013
On strategies for building effective ensembles of relative clustering validity criteria
Pablo A. Jaskowiak , Davoud Moulavi , Antonio C. S. Furtado , Ricardo J. G. B. Campello
Knowledge and Information Systems 47 ( 2) 329 -354
19
2016
The (black) art of runtime evaluation: Are we comparing algorithms or implementations?
Hans-Peter Kriegel , Erich Schubert , Arthur Zimek
Knowledge and Information Systems 52 ( 2) 341 -378
93
2017
Subspace and projected clustering: experimental evaluation and analysis
Gabriela Moise , Arthur Zimek , Peer Kröger , Hans-Peter Kriegel
Knowledge and Information Systems 21 ( 3) 299 -326
60
2009
An Unsupervised Boosting Strategy for Outlier Detection Ensembles
Guilherme O. Campos , Arthur Zimek , Wagner Meira
pacific-asia conference on knowledge discovery and data mining 564 -576
8
2018
Detection and Visualization of Subspace Cluster Hierarchies
Elke Achtert , Christian Böhm , Hans-Peter Kriegel , Peer Kröger
Advances in Databases: Concepts, Systems and Applications 152 -163
65
2007
On the Correlation Between Local Intrinsic Dimensionality and Outlierness
Michael E. Houle , Erich Schubert , Arthur Zimek
similarity search and applications 177 -191
29
2018
Hans-Peter Kriegel Erich Schubert Peer Kröger Jörg Sander Ricardo J. G. B. Campello Michael E. Houle Christian Böhm Ira Assent Davoud Moulavi Matthias Schubert Guilherme Oliveira Campos Eirini Ntoutsi Tanja Zseby Félix Iglesias Vázquez Henrique Oliveira Marques Barbora Micenková Tobias Emrich Matthias Renz, Professor Thomas Bernecker Andreas Züfle