引用次数
引用: 15,274
H-指数: 49
I10-指数 : 88
出版物: 144
Representative clustering of uncertain data
Andreas Züfle , Tobias Emrich , Klaus Arthur Schmid , Nikos Mamoulis
knowledge discovery and data mining 243 -252
24
2014
Good and Bad Neighborhood Approximations for Outlier Detection Ensembles
Evelyn Kirner , Erich Schubert , Arthur Zimek
similarity search and applications 173 -187
10
2017
Deriving quantitative models for correlation clusters
Elke Achtert , Christian Böhm , Hans-Peter Kriegel , Peer Kröger
knowledge discovery and data mining 4 -13
30
2006
Correlation clustering
Arthur Zimek
ACM SIGKDD Explorations Newsletter 11 ( 1) 53 -54
29
2009
Angle-based outlier detection in high-dimensional data
Hans-Peter Kriegel , Matthias S hubert , Arthur Zimek
Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD 08 444 -452
919
2008
Towards subspace clustering on dynamic data: an incremental version of PreDeCon
Hans-Peter Kriegel , Peer Kröger , Irene Ntoutsi , Arthur Zimek
Proceedings of the First International Workshop on Novel Data Stream Pattern Mining Techniques 31 -38
8
2010
Subspace Determination Through Local Intrinsic Dimensional Decomposition
Ruben Becker , Imane Hafnaoui , Michael E. Houle , Pan Li
similarity search and applications 281 -289
5
2019
Interactive data mining with 3D-parallel-coordinate-trees
Elke Achtert , Hans-Peter Kriegel , Erich Schubert , Arthur Zimek
international conference on management of data 1009 -1012
64
2013
Visual evaluation of outlier detection models
Elke Achtert , Hans-Peter Kriegel , Lisa Reichert , Erich Schubert
database systems for advanced applications 396 -399
24
2010
On the Evaluation of Outlier Detection and One-Class Classification Methods
Lorne Swersky , Henrique O Marques , Jöerg Sander , Ricardo JGB Campello
2016 IEEE International Conference on Data Science and Advanced Analytics (DSAA) 1 -10
28
2016
Interpretability and Refinement of Clustering
Felix Iglesias Vazquez , Tanja Zseby , Arthur Zimek
ieee international conference on data science and advanced analytics 21 -29
2020
Matching Research Publications to the United Nations’ Sustainable Development Goals by Multi-Label-Learning with Hierarchical Categories
Rui Zhang , Maeva Vignes , Ulrich Steiner , Arthur Zimek
ieee international conference on data science and advanced analytics 516 -525
1
2020
Global Correlation Clustering Based on the Hough Transform
Elke Achtert , Christian Böhm , Jörn David , Peer Kröger
Statistical Analysis and Data Mining: The ASA Data Science Journal 1 ( 3) 111 -127
28
2008
A survey on unsupervised outlier detection in high-dimensional numerical data
Arthur Zimek , Erich Schubert , Hans-Peter Kriegel
Statistical Analysis and Data Mining 5 ( 5) 363 -387
851
2012
Ensembles for unsupervised outlier detection: challenges and research questions a position paper
Arthur Zimek , Ricardo J.G.B. Campello , Jörg Sander
Sigkdd Explorations 15 ( 1) 11 -22
163
2014
Active Learning Strategies for Semi-Supervised DBSCAN
Jundong Li , Jörg Sander , Ricardo Campello , Arthur Zimek
canadian conference on artificial intelligence 179 -190
14
2014
Outlier detection techniques
Hans-Peter Kriegel , Peer Kröger , Arthur Zimek
Tutorial at KDD 10 1 -76
296
2010
A simple meta-path-free framework for heterogeneous network embedding
Rui Zhang , Arthur Zimek , Peter Schneider-Kamp
Smpte Journal 2600 -2609
1
2022
Power of Explanations: Towards automatic debiasing in hate speech detection
Yi Cai , Arthur Zimek , Gerhard Wunder , Eirini Ntoutsi
Smpte Journal 1 -10
1
2022
Clustering high-dimensional data: A survey on subspace clustering, pattern-based clustering, and correlation clustering
Hans-Peter Kriegel , Peer Kröger , Arthur Zimek
Acm transactions on knowledge discovery from data (tkdd) 3 ( 1) 1 -58
1,383
2009
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