Erich Schubert

8.1k total citations · 3 hit papers
55 papers, 4.4k citations indexed

About

Erich Schubert is a scholar working on Artificial Intelligence, Signal Processing and Computer Vision and Pattern Recognition. According to data from OpenAlex, Erich Schubert has authored 55 papers receiving a total of 4.4k indexed citations (citations by other indexed papers that have themselves been cited), including 34 papers in Artificial Intelligence, 16 papers in Signal Processing and 14 papers in Computer Vision and Pattern Recognition. Recurrent topics in Erich Schubert's work include Anomaly Detection Techniques and Applications (18 papers), Data Management and Algorithms (11 papers) and Advanced Clustering Algorithms Research (11 papers). Erich Schubert is often cited by papers focused on Anomaly Detection Techniques and Applications (18 papers), Data Management and Algorithms (11 papers) and Advanced Clustering Algorithms Research (11 papers). Erich Schubert collaborates with scholars based in Germany, Canada and Denmark. Erich Schubert's co-authors include Arthur Zimek, Hans‐Peter Kriegel, Jörg Sander, Martin Ester, Xiaowei Xu, Peer Kröger, Ira Assent, Michael E. Houle, Guilherme O. Campos and Barbora Micenková and has published in prestigious journals such as Proceedings of the VLDB Endowment, ACM Transactions on Database Systems and Data Mining and Knowledge Discovery.

In The Last Decade

Erich Schubert

49 papers receiving 4.2k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

DBSCAN Revisited, Revisited

2017 1.5k citations Erich Schubert, Jörg Sander et al. ACM Transactions on Database Systems profile →
A survey on unsupervised outlier detection in high‐dimensional numerical data

2012 503 citations Arthur Zimek, Erich Schubert et al. profile →
On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study

2016 438 citations Arthur Zimek, Jörg Sander et al. Data Mining and Knowledge Discovery profile →

Peers

Countries citing papers authored by Erich Schubert

Since Specialization

Citations

This map shows the geographic impact of Erich Schubert's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Erich Schubert with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Erich Schubert more than expected).

Fields of papers citing papers by Erich Schubert

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Erich Schubert. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Erich Schubert. The network helps show where Erich Schubert may publish in the future.

Co-authorship network of co-authors of Erich Schubert

This figure shows the co-authorship network connecting the top 25 collaborators of Erich Schubert. A scholar is included among the top collaborators of Erich Schubert based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Erich Schubert. Erich Schubert is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	A comparative evaluation of clustering-based outlier detection 2025 ·Data Mining and Knowledge Discovery ·(unknown), Erich Schubert, Arthur Zimek, Robson L. F. Cordeiro	6
2	An Alternating Optimization Scheme for Binary Sketches 2025 ·Information Systems ·(unknown), Erich Schubert	0
3	On the evaluation and optimization of LabeledPAM 2025 ·Information Systems ·(unknown), (unknown), (unknown), Erich Schubert, Vlastislav Dohnal	0
4	Medoid Silhouette clustering with automatic cluster number selection 2023 ·Information Systems ·(unknown), Erich Schubert	14
5	EmbAssi: embedding assignment costs for similarity search in large graph databases 2022 ·Data Mining and Knowledge Discovery ·(unknown), Erich Schubert, Nils M. Kriege	0
6	HACAM: Hierarchical Agglomerative Clustering Around Medoids - and its Limitations. 2021 ·Erich Schubert	4
7	Improving the Cluster Structure Extracted from OPTICS Plots. 2018 ·Erich Schubert, Michael Gertz	23
8	Exploring Significant Interactions in Live News. 2018 ·Erich Schubert, Andreas Spitz, Michael Gertz	1
9	DBSCAN Revisited, Revisited breakdown → 2017 ·ACM Transactions on Database Systems ·Erich Schubert, Jörg Sander, Martin Ester, (unknown), Xiaowei Xu	1546
10	A framework for clustering uncertain data 2015 ·Proceedings of the VLDB Endowment ·Erich Schubert, (unknown), Tobias Emrich, Andreas Züfle, (unknown), Arthur Zimek	99
11	Generalized and efficient outlier detection for spatial, temporal, and high-dimensional data mining 2013 ·Electronic Theses of LMU Munich (Ludwig-Maximilians-Universität München) ·Erich Schubert	3
12	Evaluation of multiple clustering solutions 2011 ·Hans‐Peter Kriegel, Erich Schubert, Arthur Zimek	14
13	Interpreting and Unifying Outlier Scores 2011 ·Hans‐Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek	166
14	On Using Class-Labels in Evaluation of Clusterings 2010 ·RWTH Publications (RWTH Aachen) ·Ines Färber, Stephan Günnemann, Hans‐Peter Kriegel, Peer Kröger, Emmanuel Müller, Erich Schubert, Thomas Seidl, Arthur Zimek, Ludwig-Maximilians-Universität München	69
15	Costs and quality of life in patients with moderate to severe plaque‐type psoriasis in Germany: A multi‐center study 2007 ·JDDG Journal der Deutschen Dermatologischen Gesellschaft ·Oliver Schöffski, Matthias Augustin, Jörg C. Prinz, (unknown), Erich Schubert, (unknown), Kristian Reich	70
16	Cost of Moderate to Severe Plaque Psoriasis in Germany: A Multicenter Cost-of-Illness Study 2006 ·Dermatology ·(unknown), Oliver Schoeffski, Jörg C. Prinz, Kristian Reich, Erich Schubert, Kristina M. Adams Waldorf, Matthias Augustin	88
17	Efalizumab‐Therapie der mittelschweren bis schweren Plaque‐Psoriasis in der Hautarztpraxis 2006 ·JDDG Journal der Deutschen Dermatologischen Gesellschaft ·Thomas Dirschka, Uwe Reinhold, Thomas Rosenbach, Erich Schubert, Michael Sebastian, Volker Streit	0
18	Structure-Preserving Difference Search for XML Documents. 2005 ·Erich Schubert, Sebastian Schaffert, François Bry	5
19	[Bifonazole for the topical treatment of surface mycoses--progress!]. 1984 ·PubMed ·Erich Schubert, Devin K. Binder, (unknown)	2
20	[The so-called perioral dermatitis]. 1972 ·PubMed ·Erich Schubert, (unknown)	3

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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