If you made any changes in Pure these will be visible here soon.

Personal profile

Education/Academic qualification

Computer Science, Dr. rer. nat. habil., Ludwig-Maximilian University of Munich

1. Jul 201128. Oct 2013

Computer Science, Dr. rer. nat., Ludwig-Maximilian University of Munich

1. May 200530. Jun 2008

Bioinformatics, Diploma, Ludwig-Maximilian University of Munich

1. Oct 200030. Apr 2005

Philosophy, Magister Artium, Hochschule für Philosophie München

1. Oct 199730. Sep 2000

Theology, Diploma, Johannes Gutenberg University

1. Oct 199231. Oct 1997

External positions

Guest professor, Vienna University of Technology

1. May 201630. Jun 2016

Guest professor, Vienna University of Technology

1. Apr 201430. Jun 2014

Postdoctoral Fellow, University of Alberta

1. Apr 201231. Mar 2013

Research Associate, Ludwig-Maximilian University of Munich

1. Oct 200831. Jul 2016

Research and Teaching Assistant, Ludwig-Maximilian University of Munich

1. May 200530. Sep 2008

Research areas

  • Algorithms for Large Datasets
  • Data Mining
  • Data Science
  • Machine Learning
  • Machine Learning

Fingerprint Dive into the research topics where Arthur Zimek is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 1 Similar Profiles
Clustering algorithms Engineering & Materials Science
Data mining Engineering & Materials Science
outlier Earth & Environmental Sciences
data mining Earth & Environmental Sciences
Time series Engineering & Materials Science
Experiments Engineering & Materials Science
Scalability Engineering & Materials Science
Visualization Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2004 2019

A unified view of density-based methods for semi-supervised clustering and classification

Castro Gertrudes, J., Zimek, A., Sander, J. & Campello, R. J. G. B., Nov 2019, In : Data Mining and Knowledge Discovery. 33, 6, p. 1894-1952 59 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Clustering algorithms
Supervised learning
Acoustic waves
Big data

ELKI: A large open-source library for data analysis: ELKI Release 0.7.5 "Heidelberg"

Schubert, E. & Zimek, A., 10. Feb 2019, In : arxiv.org. 134 p., abs/1902.03616.

Research output: Contribution to journalJournal articleResearch

Open Access
Data mining
Cluster analysis
Benchmarking
Scalability
Students

Establishing a many-cytokine signature via multivariate anomaly detection

Dingle, K., Zimek, A., Azizieh, F. & Ansari, A. R., 1. Dec 2019, In : Scientific Reports. 9, 1, 13 p., 9684.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
Pregnancy Complications
Allergy and Immunology
Reference Values
Datasets

Evaluation and experimental design in data mining and machine learning: Motivation and summary of EDML 2019

Ntoutsi, E., Schubert, E., Zimek, A. & Zimmermann, A., 2019, In : CEUR Workshop Proceedings. 2436

Research output: Contribution to journalEditorialResearch

14 Downloads (Pure)

MDCGen: multidimensional dataset generator for clustering

Iglesias, F., Zseby, T., Ferreira, D. & Zimek, A., 23. Apr 2019, In : Journal of Classification. 20 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Testing
Benchmarking
Clustering algorithms

Activities 2015 2019

National Institute of Informatics

Arthur Zimek (Visiting researcher)
7. Oct 201916. Oct 2019

Activity: Visiting another research institution

International Conference on Similarity Search and Applications

Arthur Zimek (Participant)
2. Oct 20194. Oct 2019

Activity: Attending an eventConference organisation or participation

SIAM International Conference on Data Mining (Event)

Arthur Zimek (Peer reviewer)
Oct 2019Dec 2019

Activity: Editorial work and peer reviewPeer review of manuscriptsResearch

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (Event)

Arthur Zimek (Peer reviewer)
Sep 2019Jun 2020

Activity: Editorial work and peer reviewPeer review of manuscriptsResearch

Lernen. Wissen. Daten. Analysen. (Event)

Arthur Zimek (Peer reviewer)
Jun 2019Jul 2019

Activity: Editorial work and peer reviewPeer review of manuscriptsResearch

Projects 2017 2018

Press / Media

NYT JOB

Arthur Zimek

09/11/2019

1 Media contribution

Press/Media: Press / Media

Arthur Zimek er udnævnt til professor på SDU

Arthur Zimek

16/10/2019

1 Media contribution

Press/Media: Press / Media

Kan science fiction guide os i udviklingen af kunstig intelligens?

Arthur Zimek

03/06/2019

1 Media contribution

Press/Media: Press / Media

2018/03/13

Arthur Zimek

15/03/2018

1 Media contribution

Press/Media: Press / Media

Prizes

21st Annual Best of Computing: Notable Article

Guilherme O. Campos (Recipient), Arthur Zimek (Recipient), Jörg Sander (Recipient), Ricardo J. G. B. Campello (Recipient), Barbora Micenkova (Recipient), Erich Schubert (Recipient), Ira Assent (Recipient) & Michael E. Houle (Recipient), 2017

Prize: Prizes, scholarships, distinctions

File

Teaching & Supervision

Data Mining and Statistical Learning

Arthur Zimek

01/09/201631/01/2019

Course: Teaching and supervisionTeaching

Data Mining for Translational Medicine / Applied Machine Learning

Arthur Zimek

01/02/201731/05/2018

Course: Teaching and supervisionTeaching

Data Mining and Machine Learning

Arthur Zimek

01/02/2019 → …

Course: Teaching and supervisionTeaching

Advanced Data Mining

Arthur Zimek

01/02/2018 → …

Course: Teaching and supervisionTeaching