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Arthur Zimek

May 02, 2024

Arthur Zimek is a professor in data mining, data science and machine learning at the University of Southern Denmark in Odense, Denmark.

He graduated from the Ludwig Maximilian University of Munich in Munich, Germany, where he worked with Prof. Hans-Peter Kriegel.[1] His dissertation on "Correlation Clustering" was awarded the "SIGKDD Doctoral Dissertation Award 2009 Runner-up"[2] by the Association for Computing Machinery.

He is well known[3] for his work on outlier detection,[4][5] density-based clustering,[6] correlation clustering,[7][8] and the curse of dimensionality.[9][10]

He is one of the founders and core developers of the open-source ELKI data mining framework.[11][12]

References edit

  1. ^ News, SIGKDD. "SIGKDD Awards : 2015 SIGKDD Innovation Award: Hans-Peter Kriegel". www.kdd.org. Retrieved 2017-05-29. with his team members Peer Kroeger, Erich Schubert and Arthur Zimek {{cite web}}: |last= has generic name (help)
  2. ^ . ACM SIGKDD. Archived from the original on 2010-11-29. Retrieved 30 May 2010.
  3. ^ E.g. Aggarwal, Charu C. (2016-12-10). Outlier analysis. Springer. pp. 49pp. ISBN 9783319475783. OCLC 967215852.
  4. ^ Kriegel, Hans-Peter; Schubert, Matthias; Zimek, Arthur (2008). "Angle-based outlier detection in high-dimensional data". Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining. KDD '08. New York, NY, USA: ACM. pp. 444–452. CiteSeerX 10.1.1.329.7579. doi:10.1145/1401890.1401946. ISBN 9781605581934. S2CID 3072058.
  5. ^ Kriegel, Hans-Peter; Kröger, Peer; Schubert, Erich; Zimek, Arthur (2009). "LoOP". Proceedings of the 18th ACM conference on Information and knowledge management. CIKM '09. New York, NY, USA: ACM. pp. 1649–1652. doi:10.1145/1645953.1646195. ISBN 9781605585123. S2CID 14401236.
  6. ^ Kriegel, Hans-Peter; Kröger, Peer; Sander, Jörg; Zimek, Arthur (2011-04-05). "Density-based clustering". Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 1 (3): 231–240. doi:10.1002/widm.30. S2CID 36920706.
  7. ^ Böhm, Christian; Kailing, Karin; Kröger, Peer; Zimek, Arthur (2004). "Computing Clusters of Correlation Connected objects". Proceedings of the 2004 ACM SIGMOD international conference on Management of data. SIGMOD '04. New York, NY, USA: ACM. pp. 455–466. CiteSeerX 10.1.1.5.1279. doi:10.1145/1007568.1007620. ISBN 978-1581138597. S2CID 6411037.
  8. ^ Achtert, E.; Böhm, C.; David, J.; Kröger, P.; Zimek, A. (2008-04-24). Proceedings of the 2008 SIAM International Conference on Data Mining. Proceedings. Society for Industrial and Applied Mathematics. pp. 763–774. doi:10.1137/1.9781611972788.69. ISBN 9780898716542.
  9. ^ Zimek, Arthur; Erich, Schubert; Hans-Peter, Kriegel (2012-08-27). "A survey on unsupervised outlier detection in high-dimensional numerical data". Statistical Analysis and Data Mining. 5 (5): 5. doi:10.1002/sam.11161. S2CID 6724536.
  10. ^ Houle, Michael E.; Kriegel, Hans-Peter; Kröger, Peer; Schubert, Erich; Zimek, Arthur (2010-06-30). "Can Shared-Neighbor Distances Defeat the Curse of Dimensionality?". Scientific and Statistical Database Management. Lecture Notes in Computer Science. Vol. 6187. Springer, Berlin, Heidelberg. pp. 482–500. CiteSeerX 10.1.1.378.3285. doi:10.1007/978-3-642-13818-8_34. ISBN 978-3-642-13817-1.
  11. ^ Achtert, Elke; Kriegel, Hans-Peter; Zimek, Arthur (2008-07-09). "ELKI: A Software System for Evaluation of Subspace Clustering Algorithms". Scientific and Statistical Database Management. Lecture Notes in Computer Science. Vol. 5069. Springer, Berlin, Heidelberg. pp. 580–585. CiteSeerX 10.1.1.144.3263. doi:10.1007/978-3-540-69497-7_41. ISBN 978-3-540-69476-2.
  12. ^ "The ELKI Team". elki-project.github.io. Retrieved 2017-05-29.

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May 02, 2024
arthur, zimek, professor, data, mining, data, science, machine, learning, university, southern, denmark, odense, denmark, nationalitygermanalma, materludwig, maximilians, universität, münchenscientific, careerfieldsoutlier, detection, correlation, clusteringin. Arthur Zimek is a professor in data mining data science and machine learning at the University of Southern Denmark in Odense Denmark Arthur ZimekNationalityGermanAlma materLudwig Maximilians Universitat MunchenScientific careerFieldsoutlier detection correlation clusteringInstitutionsUniversity of Southern Denmark University of Alberta Ludwig Maximilians Universitat MunchenDoctoral advisorHans Peter Kriegel He graduated from the Ludwig Maximilian University of Munich in Munich Germany where he worked with Prof Hans Peter Kriegel 1 His dissertation on Correlation Clustering was awarded the SIGKDD Doctoral Dissertation Award 2009 Runner up 2 by the Association for Computing Machinery He is well known 3 for his work on outlier detection 4 5 density based clustering 6 correlation clustering 7 8 and the curse of dimensionality 9 10 He is one of the founders and core developers of the open source ELKI data mining framework 11 12 References edit News SIGKDD SIGKDD Awards 2015 SIGKDD Innovation Award Hans Peter Kriegel www kdd org Retrieved 2017 05 29 with his team members Peer Kroeger Erich Schubert and Arthur Zimek a href Template Cite web html title Template Cite web cite web a last has generic name help SIGKDD Doctoral Dissertation Award ACM SIGKDD Archived from the original on 2010 11 29 Retrieved 30 May 2010 E g Aggarwal Charu C 2016 12 10 Outlier analysis Springer pp 49pp ISBN 9783319475783 OCLC 967215852 Kriegel Hans Peter Schubert Matthias Zimek Arthur 2008 Angle based outlier detection in high dimensional data Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining KDD 08 New York NY USA ACM pp 444 452 CiteSeerX 10 1 1 329 7579 doi 10 1145 1401890 1401946 ISBN 9781605581934 S2CID 3072058 Kriegel Hans Peter Kroger Peer Schubert Erich Zimek Arthur 2009 LoOP Proceedings of the 18th ACM conference on Information and knowledge management CIKM 09 New York NY USA ACM pp 1649 1652 doi 10 1145 1645953 1646195 ISBN 9781605585123 S2CID 14401236 Kriegel Hans Peter Kroger Peer Sander Jorg Zimek Arthur 2011 04 05 Density based clustering Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery 1 3 231 240 doi 10 1002 widm 30 S2CID 36920706 Bohm Christian Kailing Karin Kroger Peer Zimek Arthur 2004 Computing Clusters of Correlation Connected objects Proceedings of the 2004 ACM SIGMOD international conference on Management of data SIGMOD 04 New York NY USA ACM pp 455 466 CiteSeerX 10 1 1 5 1279 doi 10 1145 1007568 1007620 ISBN 978 1581138597 S2CID 6411037 Achtert E Bohm C David J Kroger P Zimek A 2008 04 24 Proceedings of the 2008 SIAM International Conference on Data Mining Proceedings Society for Industrial and Applied Mathematics pp 763 774 doi 10 1137 1 9781611972788 69 ISBN 9780898716542 Zimek Arthur Erich Schubert Hans Peter Kriegel 2012 08 27 A survey on unsupervised outlier detection in high dimensional numerical data Statistical Analysis and Data Mining 5 5 5 doi 10 1002 sam 11161 S2CID 6724536 Houle Michael E Kriegel Hans Peter Kroger Peer Schubert Erich Zimek Arthur 2010 06 30 Can Shared Neighbor Distances Defeat the Curse of Dimensionality Scientific and Statistical Database Management Lecture Notes in Computer Science Vol 6187 Springer Berlin Heidelberg pp 482 500 CiteSeerX 10 1 1 378 3285 doi 10 1007 978 3 642 13818 8 34 ISBN 978 3 642 13817 1 Achtert Elke Kriegel Hans Peter Zimek Arthur 2008 07 09 ELKI A Software System for Evaluation of Subspace Clustering Algorithms Scientific and Statistical Database Management Lecture Notes in Computer Science Vol 5069 Springer Berlin Heidelberg pp 580 585 CiteSeerX 10 1 1 144 3263 doi 10 1007 978 3 540 69497 7 41 ISBN 978 3 540 69476 2 The ELKI Team elki project github io Retrieved 2017 05 29 External links editUniversity homepage Publications in the Digital Bibliography amp Library Project Google Scholar profile nbsp nbsp This article about a German scientist is a stub You can help Wikipedia by expanding it vte P NP This biographical article relating to a computer scientist is a stub You can help Wikipedia by expanding it vte Retrieved from https en wikipedia org w index php title Arthur Zimek amp oldid 1192692049, wikipedia, wiki, book, books, library,

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