Publications



[11] Böhm C., Braunmüller B., Breunig M. M., Kriegel H.-P.: "The Similarity Join: A Database Primitive for High-Performance Data Mining", submitted for publication.
[10] Breunig M. M., Kriegel H.-P., Kröger P., Sander J.: "Data Bubbles: Quality Preserving Performance Boosting for Hierarchical Clustering", Proc. 30th ACM SIDMOD Int. Conf. on Management of Data (SIGMOD 2001), Santa Barbara, CA, USA, 2001.
Full Paper (pdf, 330kB)
[9] Breunig M. M.: "Quality Driven Database Mining", Ph.D. thesis, Computer Science Department, University of Munich, Munich, Germany, 2001.
Shaker Verlag, Aachen, ISBN 3-8265-8559-3, 2001.
[8] Böhm C., Braunmüller B., Breunig M. M., Kriegel H.-P.: "High Performance Clustering Based on the Similarity Join", Proc. Int. Conf. on Information and Knowledge Management (CIKM 2000), Washington/DC, USA, 2000.
Full Paper (pdf, 150kB)
[7] Breunig M. M., Kriegel H.-P., Sander J.: "Fast Hierarchical Clustering Based on Compressed Data and OPTICS", Proc. of 4th European Conference on Principles of Data Mining and Knowledge Discovery (PKDD 2000), Lyon, France, Lecture Notes in Computer Science (LNAI 1910), pp. 232-242, Springer Verlag, 2000.
Full Paper (pdf, 488kB)
[6] Breunig M. M., Kriegel H.-P., Ng R., Sander J.: "LOF: Identifying Density-Based Local Outliers", Proc. 29th ACM SIDMOD Int. Conf. on Management of Data (SIGMOD 2000), Dalles, TX, 2000.
Full Paper (pdf, 226kB)
[5] Breunig M. M., Kriegel H.-P., Ng R., Sander J.: "OPTICS-OF: Identifying Local Outliers", Proc. of 3rd European Conference on Principles of Data Mining and Knowledge Discovery (PKDD '99), Prague, Czech Republic, Lecture Notes in Computer Science (LNAI 1704), pp. 262-270, Springer Verlag, 1999.
Full Paper (pdf, 71kB)
[4] Ankerst M., Breunig M. M., Kriegel H.-P., Sander J.: "OPTICS: Ordering Points to Identify the Clustering Structure", Proc. 28th ACM SIGMOD Int. Conf. on Management of Data (SIGMOD '99), Philadelphia, PA, 1999.
Full Paper (pdf, 257kB)
[3] Hammer J., Breunig M. M., Garcia-Molina H., Nestorov S., Vassalos V., Yerneni R.: "Template-Based Wrappers in the TSIMMIS System", Proc. 26th ACM SIGMOD Int. Conf. on Management of Data (SIGMOD '97), Tucson, Arizona, May 12-15, 1997.
Full Paper (ps, 184kB), Full Paper (pdf, 148kB)
[2] Breunig M. M.: "Parallele, Verteilte Objektorientierte Programmierung - Konzepte und Sprachen", Diplomarbeit (Master Thesis). Technische Universität München (TUM '97), 1997.
Available on request.

[1] Breunig M. M.: "Location Independent Pattern Recognition using Genetic Programming", In Koza J. R.(editor), Genetic Algorithms at Stanford 1995, Stanford, CA, ISBN 0-18-195720-5, 1995.
Full Paper (ps, 124kB), Full Paper (pdf, 122kB)
[0] Breunig M. M.: "Spezifikation eines Objektorientierten Grafiksystems in der Spezifikationssprache PolySpec", Fortgeschrittenen Praktikum. Technische Universität München (TUM '95), 1995.
Full Paper (ps, 469kB), Full Paper (pdf, 368kB)



Professional Services



* Program Committee Member for TSDM200 - International Workshop on Temporal, Spatial and Spatio-Temporal Data Mining in conjunction with PKDD'2000, 2000.
* External Referee for KDD'99 - ACM SIGKDD Int. Conf. on Knowledge Discovery & Data Mining, 1999.


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