Publications for Spatial Data Mining

  1. Kriegel H.-P., Renz M., Schubert M., Züfle A.: Statistical Density Prediction in Traffic Networks, Proc. 8th SIAM Conf. on Data Mining (SDM 2008), Atlanta, GA, 2008, pp. 692-703.
    Paper (pdf 1.03M)

  2. Kriegel H.-P., Kröger P., Renz M., Schmidt T.: Hierarchical Graph Embedding for Efficient Query Processing in Very Large Traffic Networks, Proc. 20th Int. Conf. on Scientific and Statistical Database Management (SSDBM'08), Hong Kong, China, 2008, pp. 150-167.
    Paper (pdf 1.3M)

  3. Kriegel H.-P., Kröger P., Kunath P., Renz M., Schmidt T.: Proximity Queries in Large Traffic Networks, Proc. 15th Int. Symposium on Advances in Geographic Information Systeme (ACM GIS'07), Seattle, WA, 2007, paper no. 21.
    Paper (pdf 364K)

  4. Kriegel H.-P., Pfeifle M., Schönauer S.: Similarity Search in Biological and Engineering Databases, IEEE Data Engineering Bulletin, Vol. 27, No. 4, 2004, pp. 37-44.
    Paper (pdf 126K)

  5. 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)

  6. Ester M., Frommelt A., Kriegel H.-P., Sander J.: Spatial Data Mining: Database Primitives, Algorithms and Efficient DBMS Support, accepted for Special Issue on: "Integration of Data Mining with Database Technology, Data Mining and Knowledge Discovery, an International Journal, Kluwer Academic Publishers, Vol. 4, 2000, pp. 193-216.
    Abstract (pdf 5K)

  7. Ester M., Kriegel H.-P., Sander J.: Knowledge Discovery in Spatial Databases, invited paper at 23rd German Conf. on Artificial Intelligence (KI '99), Bonn, Germany, in: Lecture Notes in Computer Science, Vol. 1701, 1999, pp. 61-74.
    Paper (pdf 179K)

  8. Ester M., Gundlach S., Kriegel H.-P., Sander J.: Database Primitives for Spatial Data Mining, Proc. 8. GI-Fachtagung Datenbanksysteme in Büro, Technik und Wissenschaft (BTW'99) (Int. Conf. on Databases in Office, Engineering and Science), Freiburg, Germany, 1999, pp. 137-150.
    Paper (pdf 155K)

  9. Ester M., Frommelt A., Kriegel H.-P., Sander J.: Algorithms for Characterization and Trend Detection in Spatial Databases, Proc. 4th Int. Conf. on Knowledge Discovery and Data Mining (KDD'98), New York City, NY, 1998, pp. 44-50.
    Paper (postscript 2.3M), (pdf 153K)

  10. Ester M., Kriegel H.-P., Sander J.: Spatial Data Mining: A Database Approach, Proc. 5th Int. Symposium on Large Spatial Databases (SSD'97), Berlin, Germany, 1997, pp. 47-66.
    Paper (postscript 977k)