引用次数
引用: 15,274
H-指数: 49
I10-指数 : 88
出版物: 144
A framework for clustering uncertain data
Andreas Züfle , Klaus Arthur Schmid , Arthur Zimek , Erich Schubert
Proceedings of the VLDB Endowment 8 ( 12) 1976 -1979
115
2015
Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles
Erich Schubert , Arthur Zimek , Hans-Peter Kriegel
database systems for advanced applications 19 -36
26
2015
A unified framework of density-based clustering for semi-supervised classification
Jadson Castro Gertrudes , Arthur Zimek , Jörg Sander , Ricardo J. G. B. Campello
statistical and scientific database management 11
2
2018
Outlier Detection in Graphs: On the Impact of Multiple Graph Models
Guilherme O. Campos , Wagner Meira , Arthur Zimek
web intelligence, mining and semantics 21
2
2018
Outlier Detection in Urban Traffic Data
Youcef Djenouri , Arthur Zimek
web intelligence, mining and semantics 3
15
2018
A General Framework for Increasing the Robustness of PCA-Based Correlation Clustering Algorithms
Hans-Peter Kriegel , Peer Kröger , Erich Schubert , Arthur Zimek
statistical and scientific database management 418 -435
84
2008
Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection
Ricardo J. G. B. Campello , Davoud Moulavi , Arthur Zimek , Jörg Sander
ACM Transactions on Knowledge Discovery From Data 10 ( 1) 5
561
2015
Similarity Search in Time Series of Dynamical Model-based Systems
Kyoji Kawagoe , Thomas Bernecker , Hans-Peter Kriegel , Matthias Renz
database and expert systems applications 110 -114
1
2010
Outlier Detection Based on Low Density Models
Felix Iglesias Vazquez , Tanja Zseby , Arthur Zimek
2018 IEEE International Conference on Data Mining Workshops (ICDMW) 970 -979
7
2018
Outlier Detection and Trend Detection: Two Sides of the Same Coin
Erich Schubert , Michael Weiler , Arthur Zimek
international conference on data mining 40 -46
12
2015
On Exploring Complex Relationships of Correlation Clusters
Elke Achtert , Christian Bohm , Hans-Peter Kriegel , Peer Kroger
statistical and scientific database management 7 -7
47
2007
Redundancies in Data and their Effect on the Evaluation of Recommendation Systems: A Case Study on the Amazon Reviews Datasets
Daniel Basaran , Eirini Ntoutsi , Arthur Zimek
siam international conference on data mining 17 390 -398
6
2017
Improving Semantic Similarity of Words by Retrofitting Word Vectors in Sense Level.
Rui Zhang , Peter Schneider-Kamp , Arthur Zimek
international conference on agents and artificial intelligence 108 -119
2020
Subspace similarity search using the ideas of ranking and top-k retrieval
Thomas Bernecker , Tobias Emrich , Franz Graf , Hans-Peter Kriegel
international conference on data engineering 4 -9
8
2010
Outlier Detection in Arbitrarily Oriented Subspaces
Hans-Peter Kriegel , Peer Kroger , Erich Schubert , Arthur Zimek
2012 IEEE 12th International Conference on Data Mining 379 -388
81
2012
Can shared-neighbor distances defeat the curse of dimensionality?
Michael E. Houle , Hans-Peter Kriegel , Peer Kröger , Erich Schubert
statistical and scientific database management 482 -500
321
2010
Subspace similarity search: efficient k-NN queries in arbitrary subspaces
Thomas Bernecker , Tobias Emrich , Franz Graf , Hans-Peter Kriegel
statistical and scientific database management 555 -564
11
2010
Density-Based Data Analysis and Similarity Search
Stefan Brecheisen , Hans-Peter Kriegel , Peer Krőger , Martin Pfeifle
Multimedia Data Mining and Knowledge Discovery 94 -115
3
2007
Evaluation of Clusterings -- Metrics and Visual Support
Elke Achtert , Sascha Goldhofer , Hans-Peter Kriegel , Erich Schubert
2012 IEEE 28th International Conference on Data Engineering 1285 -1288
118
2012
Discriminative features for identifying and interpreting outliers
Xuan Hong Dang , Ira Assent , Raymond T. Ng , Arthur Zimek
international conference on data engineering 88 -99
55
2014
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