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» Support Vector Classification with Input Data Uncertainty
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121
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MIR
2006
ACM
141views Multimedia» more  MIR 2006»
15 years 6 months ago
Mining temporal patterns of movement for video content classification
Scalable approaches to video content classification are limited by an inability to automatically generate representations of events ode abstract temporal structure. This paper pre...
Michael Fleischman, Philip DeCamp, Deb Roy
118
Voted
AIME
2009
Springer
15 years 4 months ago
Effect of Background Correction on Cancer Classification with Gene Expression Data
This paper empirically compares six background correction methods aimed at removing unspecific background noise of the overall signal level measured by a scanner across microarrays...
Adelaide Freitas, Gladys Castillo, Ana São ...
86
Voted
ICDM
2005
IEEE
126views Data Mining» more  ICDM 2005»
15 years 6 months ago
Text Representation: From Vector to Tensor
In this paper, we propose a text representation model, Tensor Space Model (TSM), which models the text by multilinear algebraic high-order tensor instead of the traditional vector...
Ning Liu, Benyu Zhang, Jun Yan, Zheng Chen, Wenyin...
125
Voted
ICCV
2009
IEEE
14 years 10 months ago
A hybrid generative/discriminative classification framework based on free-energy terms
Hybrid generative-discriminative techniques and, in particular, generative score-space classification methods have proven to be valuable approaches in tackling difficult object or...
Alessandro Perina, Marco Cristani, Umberto Castell...
88
Voted
CHI
2008
ACM
16 years 26 days ago
One-handed touchscreen input for legacy applications
Supporting one-handed thumb operation of touchscreenbased mobile devices presents a challenging tradeoff between visual expressivity and ease of interaction. ThumbSpace and Shift-...
Amy K. Karlson, Benjamin B. Bederson