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» Measuring the Complexity of Classification Problems
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KDD
2009
ACM
152views Data Mining» more  KDD 2009»
14 years 8 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
ESA
2003
Springer
116views Algorithms» more  ESA 2003»
14 years 1 months ago
Smoothed Motion Complexity
We propose a new complexity measure for movement of objects, the smoothed motion complexity. Many applications are based on algorithms dealing with moving objects, but usually data...
Valentina Damerow, Friedhelm Meyer auf der Heide, ...
HICSS
2007
IEEE
131views Biometrics» more  HICSS 2007»
14 years 2 months ago
Characterizing Genres of Web Pages: Genre Hybridism and Individualization
When dealing with genres of web pages, there are two important aspects to be taken into account. On the one hand, the web is fluid, unstable and fast-paced. On the other hand, gen...
Marina Santini
CSDA
2008
128views more  CSDA 2008»
13 years 8 months ago
Classification tree analysis using TARGET
Tree models are valuable tools for predictive modeling and data mining. Traditional tree-growing methodologies such as CART are known to suffer from problems including greediness,...
J. Brian Gray, Guangzhe Fan
CAINE
2008
13 years 9 months ago
Parallel Assembler for Fuzzy Genome Sequence Assembly
Assembly is an NP-Hard problem, which involves comparing fragments that have a time complexity of O(n2 ). This paper presents a parallel approach for sequence assembly. The parall...
Sara Nasser, Adrienne Breland, Frederick C. Harris...