List of works - Erich Schubert

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

Can Shared-Neighbor Distances Defeat the Curse of Dimensionality?

DBSCAN Revisited, Revisited: Why and How You Should (Still) Use DBSCAN

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

EmbAssi: embedding assignment costs for similarity search in large graph databases

scientific article published in 2022

Fast k-medoids Clustering in Rust and Python

scientific article published on 07 July 2022

Geodetic Distance Queries on R-Trees for Indexing Geographic Data

article

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

scholarly article published 2013

Interpreting and Unifying Outlier Scores

scientific article (publication date: 28 April 2011)

Intrinsic t-Stochastic Neighbor Embedding for Visualization and Outlier Detection

scholarly article by Erich Schubert & Michael Gertz published 2017 in Similarity Search and Applications: 10th International Conference, SISAP 2017, Munich, Germany, October 4-6, 2017, Proceedings

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)

Numerically stable parallel computation of (co-)variance

On Evaluation of Outlier Rankings and Outlier Scores

article published in 2012

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

SigniTrend

Spatial Outlier Detection: Data, Algorithms, Visualizations

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

List of works by Erich Schubert