20042020

Research output per year

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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

Award Date: 28. Oct 2013

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

1. May 200530. Jun 2008

Award Date: 30. 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

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Research Output

Are Network Attacks Outliers? A Study of Space Representations and Unsupervised Algorithms

Iglesias, F., Hartl, A., Zseby, T. & Zimek, A., 2020, Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Proceedings. Cellier, P. & Driessens, K. (eds.). Springer, p. 159-175 17 p. (Communications in Computer and Information Science, Vol. 1168 CCIS).

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

  • Improving semantic similarity of words by retrofitting word vectors in sense level

    Zhang, R., Schneider-Kamp, P. & Zimek, A., 2020, Proceedings of the 12th International Conference on Agents and Artificial Intelligence. Rocha, A., Steels, L. & van den Herik, J. (eds.). SCITEPRESS Digital Library, p. 108-119 12 p. (ICAART 2020 - Proceedings of the 12th International Conference on Agents and Artificial Intelligence, Vol. 2).

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

  • Absolute Cluster Validity

    Iglesias Vazquez, F., Zseby, T. & Zimek, A., 23. Apr 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence. Dickinson, S. (ed.). IEEE, (I E E E Transactions on Pattern Analysis and Machine Intelligence).

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

  • 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

  • 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
  • Activities

    Data Mining and Knowledge Discovery (Journal)

    Arthur Zimek (Member of editorial review board)

    Apr 2020 → …

    Activity: Editorial work and peer reviewEditor of research journalResearch

    National Institute of Informatics

    Arthur Zimek (Visiting researcher)

    2. Mar 202010. Mar 2020

    Activity: Visiting another research institution

    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

    Projects

    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), Zimek, Arthur (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

    Data Mining and Machine Learning

    Arthur Zimek

    01/02/2019 → …

    Course: Teaching

    Advanced Data Mining

    Arthur Zimek

    01/02/2018 → …

    Course: Teaching