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» Mining Model Trees from Spatial Data
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KDD
2009
ACM
152views Data Mining» more  KDD 2009»
16 years 1 months ago
A multi-relational approach to spatial classification
Spatial classification is the task of learning models to predict class labels based on the features of entities as well as the spatial relationships to other entities and their fe...
Richard Frank, Martin Ester, Arno Knobbe
113
Voted
PAKDD
2007
ACM
148views Data Mining» more  PAKDD 2007»
15 years 6 months ago
Mining Frequent Itemsets from Uncertain Data
Abstract. We study the problem of mining frequent itemsets from uncertain data under a probabilistic framework. We consider transactions whose items are associated with existential...
Chun Kit Chui, Ben Kao, Edward Hung
103
Voted
ICDM
2008
IEEE
138views Data Mining» more  ICDM 2008»
15 years 7 months ago
Geographic Knowledge Discovery in INGENS: An Inductive Database Perspective
INGENS is a prototype of GIS which integrates a geographic knowledge discovery engine to mine several kinds of spatial KDD objects from the topographic maps stored in a spatial da...
Annalisa Appice, Anna Ciampi, Antonietta Lanza, Do...
VLDB
2005
ACM
180views Database» more  VLDB 2005»
15 years 6 months ago
Cache-conscious Frequent Pattern Mining on a Modern Processor
In this paper, we examine the performance of frequent pattern mining algorithms on a modern processor. A detailed performance study reveals that even the best frequent pattern min...
Amol Ghoting, Gregory Buehrer, Srinivasan Parthasa...
132
Voted
MIAR
2006
IEEE
15 years 6 months ago
Cerebral Vascular Tree Matching of 3D-RA Data Based on Tree Edit Distance
Abstract. In this paper, we present a novel approach to matching cerebral vascular trees obtained from 3D-RA data-sets based on minimization of tree edit distance. Our approach is ...
Tommy W. H. Tang, Albert C. S. Chung