List of works - Arthur Zimek

A General Framework for Increasing the Robustness of PCA-Based Correlation Clustering Algorithms

scholarly article published in Lecture Notes in Computer Science

A survey on unsupervised outlier detection in high-dimensional numerical data

article by Arthur Zimek et al published 27 August 2012 in Statistical Analysis and Data Mining

Angle-based outlier detection in high-dimensional data

scholarly article published 2008

Can Shared-Neighbor Distances Defeat the Curse of Dimensionality?

Clustering high-dimensional data

article by Hans-Peter Kriegel et al published 1 March 2009 in ACM Transactions on Knowledge Discovery from Data

Computing Clusters of Correlation Connected objects

Correlation clustering

article published in 2009

Data perturbation for outlier detection ensembles

scientific article (publication date: 2014)

Density-based clustering

Detection and Visualization of Subspace Cluster Hierarchies

scholarly article

ELKI in Time: ELKI 0.2 for the Performance Evaluation of Distance Measures for Time Series

ELKI: A Software System for Evaluation of Subspace Clustering Algorithms

scholarly article published in Lecture Notes in Computer Science

Ensembles for unsupervised outlier detection

Establishing a many-cytokine signature via multivariate anomaly detection

scientific article published on 04 July 2019

Finding Hierarchies of Subspace Clusters

Frequent Pattern Mining Algorithms for Data Clustering

article

Future trends in data mining

scholarly article by Hans-Peter Kriegel et al published 23 March 2007 in Data Mining and Knowledge Discovery

Geodetic Distance Queries on R-Trees for Indexing Geographic Data

article

Global Correlation Clustering Based on the Hough Transform

Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection

scientific article (publication date: 22 July 2015)

Interactive data mining with 3D-parallel-coordinate-trees

scholarly article published 2013

Interpreting and Unifying Outlier Scores

scientific article (publication date: 28 April 2011)

LoOP

scholarly article (2009)

Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection

scientific article (publication date: 18 December 2012)

Mining Hierarchies of Correlation Clusters

On Evaluation of Outlier Rankings and Outlier Scores

article published in 2012

On Exploring Complex Relationships of Correlation Clusters

On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study

Outlier Detection

Outlier Detection in Arbitrarily Oriented Subspaces

scientific article (publication date: December 2012)

Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data

scientific article (publication date: 2009)

Quality of Similarity Rankings in Time Series

Spatial Outlier Detection: Data, Algorithms, Visualizations

scholarly article by Elke Achtert et al published 2011 in Lecture Notes in Computer Science

Subspace Clustering Techniques

Subspace clustering

Supervised ensembles of prediction methods for subcellular localization

scientific article published on April 2009

The (black) art of runtime evaluation: Are we comparing algorithms or implementations?

The blind men and the elephant: on meeting the problem of multiple truths in data from clustering and pattern mining perspectives

article published in 2013

List of works by Arthur Zimek