Erich Schubert

Erich Schubert

Technische Universität Dortmund

H-index: 31

Europe-Germany

About Erich Schubert

Erich Schubert, With an exceptional h-index of 31 and a recent h-index of 28 (since 2020), a distinguished researcher at Technische Universität Dortmund, specializes in the field of Outlier Detection, Cluster Analysis, Data Mining, High-dimensional data.

His recent articles reflect a diverse array of research interests and contributions to the field:

Medoid Silhouette clustering with automatic cluster number selection

Fast k-Nearest-Neighbor-Consistent Clustering

Who Did What When? Discovering Complex Historical Interrelations in Immersive Virtual Reality

An alternating optimization scheme for binary sketches for cosine similarity search

Accelerating k-Means Clustering with Cover Trees

Stop using the elbow criterion for k-means and how to choose the number of clusters instead

On Projections to Linear Subspaces

ABID: angle based intrinsic dimensionality—theory and analysis

Erich Schubert Information

University

Position

Professor of Data Mining

Citations(all)

9099

Citations(since 2020)

6303

Cited By

5023

hIndex(all)

31

hIndex(since 2020)

28

i10Index(all)

47

i10Index(since 2020)

41

Email

University Profile Page

Technische Universität Dortmund

Google Scholar

View Google Scholar Profile

Erich Schubert Skills & Research Interests

Outlier Detection

Cluster Analysis

Data Mining

High-dimensional data

Top articles of Erich Schubert

Title

Journal

Author(s)

Publication Date

Medoid Silhouette clustering with automatic cluster number selection

Information Systems

Lars Lenssen

Erich Schubert

2024/2/1

Fast k-Nearest-Neighbor-Consistent Clustering

Lars Lenssen

Niklas Strahmann

Erich Schubert

2023

Who Did What When? Discovering Complex Historical Interrelations in Immersive Virtual Reality

Melanie Derksen

Julia Becker

Mohammad Fazleh Elahi

Angelika Maier

Marius Maile

...

2023/10/16

An alternating optimization scheme for binary sketches for cosine similarity search

Erik Thordsen

Erich Schubert

2023/10/9

Accelerating k-Means Clustering with Cover Trees

Andreas Lang

Erich Schubert

2023/10/9

Stop using the elbow criterion for k-means and how to choose the number of clusters instead

ACM SIGKDD Explorations Newsletter

Erich Schubert

2023/6/26

On Projections to Linear Subspaces

Erik Thordsen

Erich Schubert

2022/9/28

ABID: angle based intrinsic dimensionality—theory and analysis

Information Systems

Erik Thordsen

Erich Schubert

2022/9/1

Sparse Partitioning Around Medoids

Lars Lenssen

Erich Schubert

2022/12/31

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

Data Mining and Knowledge Discovery

Franka Bause

Erich Schubert

Nils M Kriege

2022/7/16

LOSDD: Leave-Out Support Vector Data Description for Outlier Detection

arXiv preprint arXiv:2212.13626

Daniel Boiar

Thomas Liebig

Erich Schubert

2022/12/27

BETULA: Fast clustering of large data with improved BIRCH CF-Trees

Information Systems

Andreas Lang

Erich Schubert

2022/9/1

Automatic indexing for similarity search in ELKI

Erich Schubert

2022/9/28

Fast k-medoids Clustering in Rust and Python

Journal of Open Source Software

Erich Schubert

Lars Lenssen

2022/7/7

Clustering by direct optimization of the medoid silhouette

Lars Lenssen

Erich Schubert

2022/9/28

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 …

Albrecht Zimmermann

Irena Koprinska

Michael Kamp

Annalisa Appice

Corrado Loglisci

...

2021/2/3

Fast and eager k-medoids clustering: O (k) runtime improvement of the PAM, CLARA, and CLARANS algorithms

Information Systems

Erich Schubert

Peter J Rousseeuw

2021/11/1

Mapping the news one transcript at a time: using subtitle data from streaming services to analyse journalistic coverage

Karin Boczek

Erich Schubert

Jonas Rieger

Carsten Jentsch

Henrik Müller

...

2021

Similarity Search and Applications: 14th International Conference, SISAP 2021, Dortmund, Germany, September 29–October 1, 2021, Proceedings

Nora Reyes

Richard Connor

Nils Kriege

Daniyal Kazempour

Ilaria Bartolini

...

2021/10/21

Automatisierter Programmauftrag: Auswirkungen algorithmischer Gewichtungen auf die Verbreitung von Journalismus in öffentlich‐rechtlichen Mediatheken

Karin Boczek

Erich Schubert

Hendrik Müller

Jörg Rahnenführer

Carsten Jentsch

2021

See List of Professors in Erich Schubert University(Technische Universität Dortmund)

Co-Authors

H-index: 104
Hans-Peter  Kriegel

Hans-Peter Kriegel

Ludwig-Maximilians-Universität München

H-index: 71
Martin Ester

Martin Ester

Simon Fraser University

H-index: 51
Thomas Seidl

Thomas Seidl

Ludwig-Maximilians-Universität München

H-index: 50
Jörg Sander

Jörg Sander

University of Alberta

H-index: 49
Arthur Zimek

Arthur Zimek

Syddansk Universitet

H-index: 45
Peer Kröger

Peer Kröger

Christian-Albrechts-Universität zu Kiel

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