Spatial and Multi-Media Databases

Data Mining and Knowledge Discovery in Databases
Spatial and Multi-Media Databases
Deductive and Object-Oriented Databases
MSc. and Ph.D. Theses Related to Data Mining and Database Systems
Conference or Workshop Presentation Slides

Frequently Accessed Papers

A. K. H. Tung, J. Hou, and J. Han, `` Spatial Clustering in the Presence of Obstacles '', Proc. 2001 Int. Conf. on Data Engineering (ICDE'01), Heidelberg, Germany, April 2001.

A. K. H. Tung, J. Han, L. V. S. Lakshmanan, and R. T. Ng, `` Constraint-Based Clustering in Large Databases '', Proc. 2001 Int. Conf. on Database Theory (ICDT'01), London, U.K., Jan. 2001.

N. Stefanovic, J. Han, and K. Koperski, `` Object-Based Selective Materialization for Efficient Implementation of Spatial Data Cubes '', IEEE Transactions on Knowledge and Data Engineering, 12(6), 2000

E. D. Kim, J. M. W. Lam, and J. Han, `` AIM: Approximate Intelligent Matching for Time Series Data '', 2000 Int. Conf. on Data Wareshouse and Knowledge Discovery (DaWaK'00), Greenwich, U.K., Sept. 2000.

A. K. H. Tung, J. Hou, and J. Han, `` COE: Clustering with Obstacles Entities, A Preliminary Study (PDF)'', Proc. 2000 Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'00), Kyoto, Japan, April 2000. .

O. R. Zaïane, J. Han, and H. Zhu, `` Mining Recurrent Items in Multimedia with Progressive Resolution Refinement (PDF)'', Proc. 2000 Int. Conf. on Data Engineering (ICDE'00), San Diego, CA, March 2000 .

J. Pei, J. Han, B. Mortazavi-Asl, and H. Zhu `` Mining Access Pattern efficiently from Web logs (PDF)'', Proc. 2000 Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'00), Kyoto, Japan, April 2000.

X. Zhou, D. Truffet, and J. Han, `` Efficient Polygon Amalgamation Methods for Spatial OLAP and Spatial Data Mining '', Proc. 6th Int. Symp. on Large Spatial Databases (SSD'99) , Hong Kong, July 1999, pp. 167-187. (PDF)

Osmar R. Zaïane, Jiawei Han, Ze-Nian Li, Jean Hou, `` Mining Multimedia Data'', Proc. CASCON'98: Meeting of Minds, Toronto, Canada, November 1998. (PDF)

K. Koperski, J. Han, and N. Stefanovic, `` An Efficient Two-Step Method for Classification of Spatial Data'', Proc. 1998 International Symposium on Spatial Data Handling SDH'98, , Vancouver, BC, Canada, July 1998. (PDF)

O. R. Zaiane, J. Han, Z. N. Li, J. Y. Chiang, and S. Chee, `` MultiMedia-Miner: A System Prototype for MultiMedia Data Mining'', Proc. 1998 ACM-SIGMOD Conf. on Management of Data, (system demo), Seattle, Washington, June 1998. (PDF)

O. R. Zaiane, M. Xin, J. Han, `` Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs'', Proc. Advances in Digital Libraries Conf. (ADL'98), Santa Barbara, CA, April 1998, pp. 19-29. (PDF)

J. Han, N. Stefanovic, and K. Koperski, `` Selective Materialization: An Efficient Method for Spatial Data Cube Construction'', Proc. 1998 Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'98) [Lecture Notes in Artificial Intelligence, 1394, Springer Verlag, 1998], , Melbourne, Australia, April 1998, pp. 144-158. (PDF)

K.Koperski, J.Han, and J. Adhikary, ``Mining Knowledge in Geographical Data'', to appear in Communications of ACM, 1998. (PDF)

J. Han, `` Conference Tutorial Notes: Spatial Data Mining and Spatial Data Warehousing '' (Microsoft PowerPoint version), 5th Int'l Symposium on Spatial Databases(SSD'97), Berlin, Germany, July 1997.

J. Han, K. Koperski, and N. Stefanovic, `` GeoMiner: A System Prototype for Spatial Data Mining'', Proc. 1997 ACM-SIGMOD Int'l Conf. on Management of Data(SIGMOD'97), Tucson, Arizona, May1997(System prototype demonstration).

K. Koperski, J. Adhikary and J. Han, `` Spatial Data Mining: Progress and Challenges'', 1996 SIGMOD'96 Workshop. on Research Issues on Data Mining and Knowledge Discovery (DMKD'96), Montreal, Canada, June 1996.

W. Lu and J. Han, `` Query Evaluation and Optimization in Deductive and Object-Oriented Spatial Databases'', Information and Software Technology, 37(3):131-143, 1995.

W. Lu and J. Han, `` Information Associated Join Index for Spatial Range Search'', International Journal of Geographical Information Systems, 9(3):221-249, 1995.

K. Koperski and J. Han, `` Discovery of Spatial Association Rules in Geographic Information Databases'', Proc. 4th Int'l Symp. on Large Spatial Databases (SSD95), Maine, Aug. 1995, pp. 47-66.

Gemmell, D. James, Vin, Harrick M., Kandlur, Dilip D., Rangan, P. Venkat, and Rowe, Lawrence A., "Multimedia Storage Servers: A Tutorial", COMPUTER, Vol. 28, No. 5 (May 1995), pp. 40-49.

D. J. Gemmell, J. Han, R. Beaton, and S. Christodoulakis, `` Delay Sensitive Multimedia on Disks'', IEEE Multimedia, 1(3):56-67, 1994.

D. J. Gemmell and J. Han, `` Multimedia Network File Servers: Multi-Channel Delay Sensitive Data Retrieval'', Multimedia Systems, 1:240-252, 1994.

R. Ng and J. Han, `` Efficient and Effective Clustering Method for Spatial Data Mining'', Proc. of 1994 Int'l Conf. on Very Large Data Bases (VLDB'94), Santiago, Chile, September 1994, pp. 144-155.

W. Lu, J. Han and B. C. Ooi, `` Discovery of General Knowledge in Large Spatial Databases'', Proc. of 1993 Far East Workshop on Geographic Information Systems (FEGIS'93), Singapore, June 1993, pp. 275-289.

W. Lu and J. Han, " Distance-Associated Join Index for Spatial Range Search", Proc. 8th Int'l Conf. on Data Engineering (ICDE'92), Tempe, AZ, Feb. 1992, pp. 284-292.

X. Xu, J. Han and W. Lu, `` RT-Tree: An Improved R-Tree Indexing Structure for Temporal Spatial Databases '', Proc. 4th Int. Symp. on Spatial Data Handling (SSDH'90), Zurich, Switzerland, July 1990, pp. 1040-1049.

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