Arthur Zimek

Dr. rer. nat. habil.

  • Campusvej 55

    5230 Odense M

    Denmark

20152019
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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.

outlier Earth & Environmental Sciences
data mining Earth & Environmental Sciences
Data mining Engineering & Materials Science
Testing Engineering & Materials Science
Scalability Engineering & Materials Science
Probability distributions Engineering & Materials Science
Benchmarking Engineering & Materials Science
Sensors Engineering & Materials Science

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

Research Output 2015 2019

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

MDCGen: multidimensional dataset generator for clustering

Iglesias, F., Zseby, T., Ferreira, D. & Zimek, A., 1. Jan 2019, In : Journal of Classification.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
Testing
Benchmarking
Clustering algorithms

Outlier detection in graphs: A study on the impact of multiple graph models

Campos, G. O., Moreira, E., Meira, W. & Zimek, A., 1 Jun 2019, In : Computer Science and Information Systems. 16, 2, p. 565-595

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access

An Unsupervised Boosting Strategy for Outlier Detection Ensembles

Campos, G. O., Zimek, A. & Meira Jr., W., 2018, Advances in Knowledge Discovery and Data Mining: Proceedings, Part I. Phung, D., S. Tseng, V., I. Webb, G., Ho, B., Ganji, M. & Rashidi, L. (eds.). Springer, Vol. 10937. p. 564-576 (Lecture Notes in Computer Science, Vol. 10937). (Lecture Notes in Artificial Intelligence, Vol. 10937).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

outlier
detection
method

Activities 2015 2019

  • 31 Peer review of manuscripts
  • 3 Conference presentations
  • 1 Conference organisation or participation
  • 1 Membership of commitees, commissions, boards, councils, associations, organisations, or similar

SIAM International Conference on Data Mining (Event)

Arthur Zimek (Peer reviewer)
Oct 2019Dec 2019

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

International Conference on Similarity Search and Applications (Event)

Arthur Zimek (Peer reviewer)
May 2019Jul 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)
Apr 2019Jun 2019

Activity: Editorial work and peer reviewPeer review of manuscriptsResearch

Outlier Detection in Urban Traffic Flow Distributions

Arthur Zimek (Speaker)
17. Nov 201820. Nov 2018

Activity: Talks and presentationsConference presentations

Projects 2017 2018

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

NII Seminar Series on Dimensionality and Scalability VII

Arthur Zimek

01/03/2018

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

Advanced Data Mining

Arthur Zimek

01/02/2018 → …

Course: Teaching and supervisionTeaching

Data Mining and Machine Learning

Arthur Zimek

01/02/2019 → …

Course: Teaching and supervisionTeaching

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