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» Ensemble classification based on generalized additive models
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AAMAS
2005
Springer
15 years 16 days ago
Learning and Exploiting Relative Weaknesses of Opponent Agents
Agents in a competitive interaction can greatly benefit from adapting to a particular adversary, rather than using the same general strategy against all opponents. One method of s...
Shaul Markovitch, Ronit Reger
101
Voted
ECCV
2004
Springer
16 years 2 months ago
Dimensionality Reduction by Canonical Contextual Correlation Projections
A linear, discriminative, supervised technique for reducing feature vectors extracted from image data to a lower-dimensional representation is proposed. It is derived from classica...
Marco Loog, Bram van Ginneken, Robert P. W. Duin
CCS
2004
ACM
15 years 6 months ago
MAC and UML for secure software design
Security must be a first class citizen in the design of large scale, interacting, software applications, at early and all stages of the lifecycle, for accurate and precise policy ...
Thuong Doan, Steven A. Demurjian, T. C. Ting, Andr...
105
Voted
NAR
2011
159views Computer Vision» more  NAR 2011»
14 years 3 months ago
SuperSweet - a resource on natural and artificial sweetening agents
A vast number of sweet tasting molecules are known, encompassing small compounds, carbohydrates, D-amino acids and large proteins. Carbohydrates play a particularly big role in hu...
Jessica Ahmed, Saskia Preissner, Mathias Dunkel, C...
149
Voted
KDD
2008
ACM
172views Data Mining» more  KDD 2008»
16 years 1 months ago
Structured metric learning for high dimensional problems
The success of popular algorithms such as k-means clustering or nearest neighbor searches depend on the assumption that the underlying distance functions reflect domain-specific n...
Jason V. Davis, Inderjit S. Dhillon