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SAC
2006
ACM
14 years 29 days ago
The impact of sample reduction on PCA-based feature extraction for supervised learning
“The curse of dimensionality” is pertinent to many learning algorithms, and it denotes the drastic raise of computational complexity and classification error in high dimension...
Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal
INFOVIS
2005
IEEE
14 years 18 days ago
Parallel Sets: Visual Analysis of Categorical Data
The discrete nature of categorical data makes it a particular challenge for visualization. Methods that work very well for continuous data are often hardly usable with categorical...
Fabian Bendix, Robert Kosara, Helwig Hauser
MM
2004
ACM
118views Multimedia» more  MM 2004»
14 years 13 days ago
Articulation, the letter, and the spirit in the aesthetics of narrative
A furthered understanding of the aesthetic aspects of narrative is important to both people and machines who wish to author pleasing narratives. This paper gives an account of the...
Hugo Liu
IUI
2003
ACM
14 years 7 days ago
Personal choice point: helping users visualize what it means to buy a BMW
How do we know if we can afford a particular purchase? We can find out what the payments might be and check our balances on various accounts, but does this answer the question? Wh...
Andrew E. Fano, Scott W. Kurth
FCCM
2002
IEEE
126views VLSI» more  FCCM 2002»
13 years 12 months ago
Hyperspectral Image Compression on Reconfigurable Platforms
NASA’s satellites currently do not make use of advanced image compression techniques during data transmission to earth because of limitations in the available platforms. With th...
Thomas W. Fry, Scott Hauck