Publications for Visual Data Mining

  1. Hilliges O., Kunath P., Pryakhin A., Butz A., Kriegel H.-P.: Browsing and Sorting Digital Pictures using Automatic Image Classification and Quality Analysis, Proc. 12th Int. Conf. on Human-Computer Interaction (HCII'07), Beijing, China, 2007, in: LNCS, Vol. 4552, 2007, pp. 882-891.

  2. Brecheisen S., Kriegel H.-P., Kröger P., Pfeifle M., Schubert M., Zimek A.: Density-Based Data Analysis and Similarity Search, in: Petrushin V. A., Khan L. (eds.): Multimedia Data Mining and Knowledge Discovery, Springer, 2007, pp. 94-115.
    Paper (pdf 566K)

  3. Kriegel H.-P., Kunath P., Pfeifle M., Renz M.: ViEWNet: Visual Exploration of Region-Wide Traffic Networks, Proc. 22nd Int. Conf. on Data Engineering (ICDE 2006), Atlanta, GA, 2006, paper no. 166.
    Paper (pdf 554K)

  4. Kriegel H.-P., Schubert M.: Advanced Prototype Machines: Exploring Prototypes for Classification, in Proc. 6th SIAM Conf. on Data Mining (SDM 06), Bethesda, MD, 2006, pp. 176-187.
    Paper (pdf 526K)

  5. Brecheisen S., Gruber M., Kriegel H.-P., Schubert M.: VICO: Visualizing Connected Object Orderings, Demonstration, 10th Int. Conf. on Extending Database Technology (EDBT 2006), Munich, Germany, in: Lecture Notes in Computer Science (LNCS), Springer, Vol. 3896, pp. 1151-1154, 2006.
    Paper (pdf 146K)

  6. Brecheisen S., Kriegel H.-P., Kröger P., Pfeifle M.: Visually Mining Through Cluster Hierarchies, Proc. SIAM Int. Conf. on Data Mining (SDM'04), Lake Buena Vista, FL, 2004, pp. 400-412.
    Paper (pdf 753K)

  7. Brecheisen S., Kriegel H.-P., Kröger P., Pfeifle M., Pötke M., Viermetz M.: BOSS: Browsing OPTICS-Plots for Similarity Search, (Demo), Proc. 20th Int. Conf. on Data Engineering (ICDE'04), Boston, MA, 2004, p. 858.
    Paper (pdf 159K)

  8. Kriegel H.-P., Brecheisen S., Januzaj E., Kröger P., Pfeifle M.: Visual Mining of Cluster Hierarchies, Proc. 3rd Int. Workshop on Visual Data Mining (VDM@ICDM2003), Melbourne, FL, 2003, pp. 151-165.
    Paper (pdf 529K)

  9. Brecheisen S., Kriegel H.-P., Kröger P., Pfeifle M., Viermetz M.: Representatives for Visually Analyzing Cluster Hierarchies, Proc. 4th Int. Workshop on Multimedia Data Mining (MDM/KDD'03), Washington, DC, 2003, pp. 64-71.
    Paper (pdf 356K)

  10. Kriegel H.-P., Brecheisen S., Kröger P., Pfeifle M., Schubert M.: Using Sets of Feature Vectors for Similarity Search on Voxelized CAD Objects, Proc. ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'03), San Diego, CA, 2003, pp. 587-598.
    Paper (pdf 812K)

  11. Ester M., Kriegel H.-P., Sander J.: Algorithms and Applications for Spatial Data Mining, in: Geographic Data Mining and Knowledge Discovery, Research Monographs in GIS, Taylor and Francis, 2001, pp. 160-187.
    Paper (pdf 387K)

  12. Breunig M. M.: Quality Driven Database Mining, Ph.D. thesis, University of Munich, Shaker Verlag, Aachen, ISBN 3-8265-8559-3, 2001.

  13. Ankerst M., Ester M., Kriegel H.-P.: Towards an Effective Cooperation of the Computer and the User for Classification, Proc. ACM SIGKDD Int. Conf. on Knowledge Discovery & Data Mining (KDD 2000), Boston, MA, 2000, pp. 179-188.
    Paper (pdf 1.52M)

  14. Ankerst M., Elsen C., Ester M., Kriegel H.-P.: Perception-Based Classification, in: Informatica, An International Journal of Computing and Informatics, Vol. 23, No. 4, ISSN 0350-5596, 1999, pp. 493-499.

  15. Ankerst M., Elsen C., Ester M., Kriegel H.-P.: Visual Classification: An Interactive Approach to Decision Tree Construction, Proc. 5th Int. Conf. on Knowledge Discovery and Data Mining (KDD'99), San Diego, CA, 1999, pp. 392-396.
    Paper (postscript 3,53MB), Paper (pdf 93K)

  16. Ankerst M., Breunig M. M., Kriegel H.-P., Sander J.: OPTICS: Ordering Points To Identify the Clustering Structure, Proc. ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'99), Philadelphia, PA, 1999, pp. 49-60.
    Paper (pdf 257K)

  17. 1998

    Ankerst M., Berchtold S., Keim D. A.: Similarity Clustering of Dimensions for an Enhanced Visualization of Multidimensional Data, Proc. Symp. on Information Visualization, Phoenix, AZ, 1998.
    Paper (postscript 2.82M)

  18. Keim D. A.: Pixel-oriented Visualization Techniques for Exploring Very Large Databases, in: Journal of Computational and Graphical Statistics, März 1996, Vol. 5, No. 1, pp. 58-77.
    Paper (postscript 2.6M)

  19. Keim D. A., Lee J. P., Thuraisinghaman B., Wittenbrink C.: Database Issues for Data Visualization: Supporting Interactive Database Exploration, Proc. Workshop on Database Issues for Data Visualization, Atlanta, GA, 1995, pp. 12-25, in: Lecture Notes in Computer Science, Springer, 1996.
    Paper (postscript 156k)

  20. Keim D. A.: Enhancing the Visual Clustering of Query-dependent Database Visualization Techniques using Screen-Filling Curves, Proc. Workshop on Database Issues for Data Visualization, Atlanta, GA, 1995, in: Lecture Notes in Computer Science, Springer, 1996.
    Paper (postscript 100k), Farbseiten / pictures (postscript 3.8M)

  21. Keim D. A.: Databases and Visualization, Proc. Tutorial ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'96), Montreal, Canada, 1996, p. 543.
    Paper (postscript 30M)

  22. Keim D. A.: Pixel-oriented Database Visualizations, in: SIGMOD RECORD, Special Issue on Information Visualization, Dezember 1996.
    Paper (postscript 1.4M)

  23. Kriegel H.-P., Keim D. A.: Visualisierung großer Datenbanken (Visualization of Large Databases (in German)), in: Data Warehouse und Management Informations Systeme, Schäfer-Poeschel Publishing Stuttgart, 1996, pp. 203-212.

  24. Ankerst M., Keim D. A., Kriegel H.-P.: 'Circle Segments': A Technique for Visually Exploring Large Multidimensional Data Sets, Proc. Visualization'96, Hot Topic Session, San Francisco, CA, 1996.
    Paper (postscript 677k)

  25. Keim D. A., Kriegel H.-P.: Visualization Techniques for Mining Large Databases: A Comparison, in: Transactions on Knowledge and Data Engineering TKDE'96), Special Issue on Data Mining, Vol. 8, No. 6, 1996, pp. 923-938.
    Paper (postscript 3.7M)

  26. Kriegel H.-P., Keim D. A.: Visualisierung großer Datenbanken (Visualization of Large Databases (in German)), in: Einsichten, University of Munich, ISSN-Nr.: 0941-3642, Vol. 1, 1996, pp. 32-35.

  27. Keim D. A., Kriegel H.-P.: Visualisierungstechniken zur Exploration und Analyse sehr großer Datenbanken (Visualization Techniques for the Exploration and Analysis of Very Large Databases (in German)), Proc. 6. GI-Fachtagung Datenbanksysteme in Büro, Technik und Wissenschaft (BTW'95) (Int. conf. on Databases in Office, Engineering and Science), Dresden, Germany, 1995, in: Informatik Aktuell, Springer, 1995, pp. 262-281.
    Abstract, Paper (postscript 6.9M)

  28. Keim D. A., Kriegel H.-P.: Issues in Visualizing Large Databases, Proc. 3rd IFIP 2.6 Working Conf. on Visual Database Systems, Lausanne, Switzerland, 1995, in: Visual Database Systems 3, Chapman & Hall Ltd., 1995, pp. 203-214.
    Paper (postscript 181k), Farbbilder / pictures (postscript 1.8M)

  29. Keim D. A., Kriegel H.-P., Ankerst M.: Recursive Pattern: A Technique for Visualizing Very Large Amounts of Data, Proc. Visualization'95 Conf., Atlanta, GA, 1995, pp. 279-286.
    Paper (postscript 1.2M)

  30. Keim D. A., Kriegel H.-P.: VisDB: A System for Visualizing Large Databases, Proc. ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'95), San Jose, CA, 1995, pp. 482.
    Paper (postscript 440k)

  31. Keim D. A., Kriegel H.-P.: Possibilities and Limits in Visualizing Large Amounts of Multidimensional Data, in: Perceptual Issues in Visualization, Springer, 1994.
    Abstract, Vollversion (1.6M)

  32. Keim D. A., Kriegel H.-P.: VisDB: Database Exploration using Multidimensional Visualization, in: Computer Graphics & Applications, September 1994, pp. 44-49.
    Abstract, Paper (postscript 3.3M)

  33. Keim D. A., Kriegel H.-P., Seidl T.: Supporting Data Mining of Large Databases by Visual Feedback Queries, Proc. 10th Int. Conf. on Data Engineering (ICDE'94), Houston, TX, 1994, pp. 302-313.
    Abstract, Paper (postscript 790k)

  34. Keim D. A., Kriegel H.-P.: Using Visualization to Support Data Mining of Large Existing Databases, Proc. IEEE Visualization'93 Workshop, San Jose, CA, in: Lecture Notes in Computer Science, Vol. 871, Springer, 1994, pp. 210-229.
    Paper (postscript 1.1M)

  35. Keim D. A., Bergeron R. D., Pickett R. M.: Test Data Sets for Evaluating Data Visualization Techniques, in: Perceptual Issues in Visualization, Springer, 1994, pp.
    Paper (postscript 230k)

  36. Keim D. A., Kriegel H.-P., Seidl T.: Visual Feedback in Querying Large Databases, Proc. Visualization'93 Conf., San Jose, CA, 1993, pp. 158-165.
    Abstract, Paper (postscript 130k)

  37. Keim D. A., Lum V.: GRADI: A Graphical Database Interface for a Multimedia DBMS, Proc. Int. Workshop on Interfaces to Databases, Glasgow, U.K., 1992, in: Workshops in Computing, Springer, 1993, pp. 95-112.
    Paper (postscript 150k)

  38. Keim D. A., Kriegel H.-P., Seidl T.: Supporting Data Mining of Large Databases by Visual Feedback Queries, Technical Report No. 9310, Institute for Computer Science, University of Munich, 1993.
    Abstract, Paper (postscript 790k)

  39. Keim D. A., Lum V.: Visual Query Specification in a Multimedia Database System, Proc. Visualization'92 Conf., Boston, MA, 1992, pp. 194-201.