引用次数
引用: 15,274
H-指数: 49
I10-指数 : 88
出版物: 144
XPROAX-local explanations for text classification with progressive neighborhood approximation
Yi Cai , Arthur Zimek , Eirini Ntoutsi
Smpte Journal 1 -10
3
2021
Explaining text classifiers through progressive neighborhood approximation with realistic samples
Yi Cai , Arthur Zimek , Eirini Ntoutsi , Gerhard Wunder
arXiv preprint arXiv:2302.07733
2023
LoOP: local outlier probabilities
Hans-Peter Kriegel , Peer Kröger , Erich Schubert , Arthur Zimek
Smpte Journal 1649 -1652
608
2009
Unsupervised Representation Learning on Attributed Multiplex Network
Rui Zhang , Arthur Zimek , Peter Schneider-Kamp
Smpte Journal 2610 -2619
2022
Dimensionality-Aware Outlier Detection: Theoretical and Experimental Analysis
Alastair Anderberg , James Bailey , Ricardo JGB Campello , Michael E Houle
arXiv preprint arXiv:2401.05453
2024
Dimensionality-Aware Outlier Detection
Alastair Anderberg , James Bailey , Ricardo JGB Campello , Michael E Houle
Society for Industrial and Applied Mathematics 652 -660
2024
DSAA 2020
Félix Iglesias , Tanja Zseby , Arthur Zimek , Luca Oneto
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, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14–18, 2020, Proceedings
Irena Koprinska , Michael Kamp , Annalisa Appice , Corrado Loglisci
2021
Similarity Search and Applications: 13th International Conference, SISAP 2020, Copenhagen, Denmark, September 30–October 2, 2020, Proceedings
Shin'ichi Satoh , Lucia Vadicamo , Arthur Zimek , Fabio Carrara
Springer Nature 12440
2020
Density-Based Clustering.
Ricardo JGB Campello , Peer Kröger , Jörg Sander , Arthur Zimek
Encyclopedia of Machine Learning and Data Mining 349 -353
64
2017
On the evaluation of outlier detection and one-class classification: a comparative study of algorithms, model selection, and ensembles
Henrique O Marques , Lorne Swersky , Jörg Sander , Ricardo JGB Campello
Data Mining and Knowledge Discovery 37 ( 4) 1473 -1517
6
2023
On the evaluation of outlier detection: Measures, datasets, and an empirical study continued
Guilherme O Campos , Arthur Zimek , Jörg Sander , Ricardo JGB Campello
Proc. Lernen, Wissen, Daten, Analysen 2016 1 -43
4
2016
Similarity-Based Unsupervised Evaluation of Outlier Detection
Henrique O Marques , Arthur Zimek , Ricardo JGB Campello , Jörg Sander
Springer International Publishing 234 -248
1
2022
Kapitel 8: Assoziationsregeln
Peer Kröger Kailing , Eirini Ntoutsi , Jörg Sander , Erich Schubert
A study of hierarchical and flat classification of proteins
Arthur Zimek , Fabian Buchwald , Eibe Frank , Stefan Kramer
IEEE/ACM Transactions on Computational Biology and Bioinformatics 7 ( 3) 563 -571
68
2008
Subspace Clustering
Hans‐Peter Kriegel , Peer Kröger , Arthur Zimek
IEEE Signal Processing Magazine 28 ( 2) 52 -68
89
2011
Finding hierarchies of subspace clusters
Elke Achtert , Christian Böhm , Hans-Peter Kriegel , Peer Kröger
Knowledge Discovery in Databases: PKDD 2006: 10th European Conference on Principles and Practice of Knowledge Discovery in Databases Berlin, Germany, September 18-22, 2006 Proceedings 10 446 -453
76
2006
Density based subspace clustering over dynamic data
Hans-Peter Kriegel , Peer Kröger , Irene Ntoutsi , Arthur Zimek
Scientific and Statistical Database Management: 23rd International Conference, SSDBM 2011, Portland, OR, USA, July 20-22, 2011. Proceedings 23 387 -404
41
2011
Spatial outlier detection: Data, algorithms, visualizations
Elke Achtert , Ahmed Hettab , Hans-Peter Kriegel , Erich Schubert
Advances in Spatial and Temporal Databases: 12th International Symposium, SSTD 2011, Minneapolis, MN, USA, August 24-26, 2011, Proceedings 12 512 -516
38
2011
Geodetic distance queries on r-trees for indexing geographic data
Erich Schubert , Arthur Zimek , Hans-Peter Kriegel
Advances in Spatial and Temporal Databases: 13th International Symposium, SSTD 2013, Munich, Germany, August 21-23, 2013. Proceedings 13 146 -164
35
2013
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