Krzysztof Koperski, Jiawei Han, Junas Adhikary  Home/Search
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Abstract: this article, a short overview is provided to summarize recent studies on spatial data mining, including spatial data mining techniques, their strengths and weaknesses, how and when to apply them, and what are the challenges yet to be faced (Update)
Context of citations to this paper: More
...methods. Recently, there have been proposals that expand the application of knowledge discovery methods on muO34 dimensional data [9, 10]. Associationruti have are implications of the form A # B, A # J , B # J where A, B and J are sets of items and are characterized...
.... distance, direction between objects) statistic analyses or terrain model analysis (e.g. visibility analysis) Spatial data mining [11, 24] is a special kind of data mining [12] The main difference between data mining and spatial data mining is that in spatial data mining...
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BibTeX entry: (Update)
K. Koperski, J. Han, and J. Adhikary. Mining Knowledge in Geographical Data. In Communications of ACM, 1998. (to appear). http://citeseer.ist.psu.edu/koperski98mining.html More
@article{ koperski98mining,
author = "K. Koperski and J. Han and J. Adhikary",
title = "Mining knowledge in geographical data",
journal = "Comm. A.C.M.",
year = "1998",
url = "citeseer.ist.psu.edu/koperski98mining.html" }
Citations (may not include all citations):474 Advances in Knowledge Discovery and Data Mining (context) - Fayyad, Piatetsky-Shapiro et al. - 1996
242 Efficient and effective clustering method for spatial data m.. - Ng, Hah - 1994
84 Discovery of Spatial Association Rules in Geographic Informa.. - Koperski, Hah - 1995
52 Knowledge Discovery in Large Spatial Databases: Focusing Tec.. - Ester, Kriegel et al. - 1995
34 Finding Aggregate Proximity Relationships and Commonalities .. (context) - Knorr, Ng - 1996
28 Selecting among Rules Induced from a Hurricane Database (context) - Major, Mangano - 1993
27 Discovery of General Knowledge in Large Spatial Databases - Lu, Hah et al. - 1993
20 Visualization Techniques for Mining Large Databases: A Compa.. - Keim, Kriegel - 1996
14 Scalable Exploratory Data Mining of Distributed Geoscientifi.. - Shek, Muntra et al. - 1996
11 Image Database Exploration: Progress and Challenges (context) - Fayyad, Smyth - 1993
6 Data Mining of Multidimensional Remotely Sensed Images (context) - Cromp, Cambell - 1993
The graph only includes citing articles where the year of publication is known.
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Selective Materialization: An Efficient Method for.. - Han, Stefanovic.. (1998) (Correct)
An Efficient Two-Step Method for Classification of Spatial.. - Koperski, Hah, Stefanovic (Correct)
Data Mining Methods for the Analysis of Large Geographic.. - Koperski, Han (1996) (Correct)
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