Peer Kröger

7.1k citations
155 papers · 5.4k · 2 hit papers · h-index 34

Impact in

    • Data Management and Algorithms
    • Time Series Analysis and Forecasting
    • Advanced Clustering Algorithms Research
    • Anomaly Detection Techniques and Applications

Papers in

    • Data Management and Algorithms 77
    • Time Series Analysis and Forecasting 21
    • Advanced Clustering Algorithms Research 38
    • Anomaly Detection Techniques and Applications 11

Peer Kröger

137 papers receiving 5.0k citations

Peer Kröger's Hit Papers

Density‐based clustering 2011 · 628 citations
6280+5+11Years since publication250500750

Peers

Peer Kröger
Comparison fields: 5 of 169
  • Signal Processing 1.8k
  • Artificial Intelligence 3.4k
  • Computer Vision and Pattern Recognition 1.4k
  • Statistical and Nonlinear Physics 478
  • Information Systems 865
Replace Pasi Fränti with:
Pasi Fränti Finland
Arthur Zimek Germany
Alexander Hinneburg Germany
Sergei Vassilvitskii United States
Erich Schubert Germany
Ricardo J. G. B. Campello Brazil
Angela Y. Wu United States
Ruth Silverman United States
Stefan Wrobel Germany
Christine Piatko United States
Peer Kröger relative to Pasi Fränti Finland Pasi Fränti's profile →
Citations per field
00.5×1.6×
Pasi Fränti · 1×
Citations per year

Countries citing papers authored by Peer Kröger

Since Specialization
Citations

This map shows the geographic impact of Peer Kröger'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 Peer Kröger with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Peer Kröger more than expected).

Fields of papers citing papers by Peer Kröger

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Peer Kröger. 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 Peer Kröger. The network helps show where Peer Kröger may publish in the future.

Co-authors

The 25 scholars most cited alongside Peer Kröger, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Peer Kröger Line = papers co-authored together Peer Kröger links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 155 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Clustering high-dimensional data
Hit paper breakdown →
2009868
2
Density‐based clustering
Hit paper breakdown →
2011628
3 2009372
4 2004281
5 2009229
6 2011202
7 2010196
8 2007127
9 2005122
10 2004118
11 2006110
12 2006102
13 201291
14 201285
15
On Using Class-Labels in Evaluation of Clusterings
201084
16 201973
17 200873
18 200164
19 200663
20 200360

About Peer Kröger

Peer Kröger is a scholar working on Signal Processing, Artificial Intelligence, Computer Vision and Pattern Recognition, Computer Networks and Communications and Information Systems, having authored 155 papers that have together received 5.4k indexed citations. Recurring topics across this work include Data Management and Algorithms (77 papers), Advanced Clustering Algorithms Research (38 papers), Advanced Database Systems and Queries (25 papers), Time Series Analysis and Forecasting (21 papers), Data Mining Algorithms and Applications (17 papers), Advanced Image and Video Retrieval Techniques (13 papers), Anomaly Detection Techniques and Applications (11 papers) and Face and Expression Recognition (11 papers). The work is most often cited by research in Signal Processing (1.8k citations), Artificial Intelligence (3.4k citations), Computer Vision and Pattern Recognition (1.4k citations), Statistical and Nonlinear Physics (478 citations) and Information Systems (865 citations). Peer Kröger has collaborated with scholars based in Germany, Canada and Italy. Frequent co-authors include Hans‐Peter Kriegel, Arthur Zimek, Erich Schubert, Jörg Sander, Karin Kailing, Christian Böhm, Matthias Renz, Elke Achtert, H.-P. Kriegel and Alexey Pryakhin. Their work appears in journals such as Lecture notes in computer science, Rapid Communications in Mass Spectrometry, Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, Distributed and Parallel Databases and Archaeometry.

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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