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» Mining Model Trees from Spatial Data
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KDD
2008
ACM
207views Data Mining» more  KDD 2008»
16 years 1 months ago
Active learning with direct query construction
Active learning may hold the key for solving the data scarcity problem in supervised learning, i.e., the lack of labeled data. Indeed, labeling data is a costly process, yet an ac...
Charles X. Ling, Jun Du
187
Voted
GIS
2006
ACM
16 years 1 months ago
Generalization of land cover maps by mixed integer programming
We present a novel method for the automatic generalization of land cover maps. A land cover map is composed of areas that collectively form a tessellation of the plane and each ar...
Jan-Henrik Haunert, Alexander Wolff
IDA
2011
Springer
14 years 7 months ago
Ubiquitous Knowledge Discovery
Ubiquitous Knowledge Discovery is a new research area at the intersection of machine learning and data mining with mobile and distributed systems. In this paper the main character...
João Gama, Michael May
87
Voted
KDD
2003
ACM
129views Data Mining» more  KDD 2003»
16 years 1 months ago
Empirical comparisons of various voting methods in bagging
Finding effective methods for developing an ensemble of models has been an active research area of large-scale data mining in recent years. Models learned from data are often subj...
Kelvin T. Leung, Douglas Stott Parker Jr.
131
Voted
APGV
2009
ACM
196views Visualization» more  APGV 2009»
15 years 7 months ago
Effects of animation, user-controlled interactions, and multiple static views in understanding 3D structures
Visualizations of 3D spatial structures use various techniques such as user controlled interactions or 2D projection views to convey the structure to users. Researchers have shown...
Taylor Sando, Melanie Tory, Pourang Irani