Sciweavers

1653 search results - page 241 / 331
» Efficient Multidimensional Sampling
Sort
View
ICML
2004
IEEE
16 years 5 months ago
Bayesian inference for transductive learning of kernel matrix using the Tanner-Wong data augmentation algorithm
In kernel methods, an interesting recent development seeks to learn a good kernel from empirical data automatically. In this paper, by regarding the transductive learning of the k...
Zhihua Zhang, Dit-Yan Yeung, James T. Kwok
KDD
2005
ACM
103views Data Mining» more  KDD 2005»
16 years 5 months ago
Fast discovery of unexpected patterns in data, relative to a Bayesian network
We consider a model in which background knowledge on a given domain of interest is available in terms of a Bayesian network, in addition to a large database. The mining problem is...
Szymon Jaroszewicz, Tobias Scheffer
KDD
2004
ACM
302views Data Mining» more  KDD 2004»
16 years 5 months ago
Redundancy based feature selection for microarray data
In gene expression microarray data analysis, selecting a small number of discriminative genes from thousands of genes is an important problem for accurate classification of diseas...
Lei Yu, Huan Liu
SIGMOD
2008
ACM
150views Database» more  SIGMOD 2008»
16 years 4 months ago
Ranking queries on uncertain data: a probabilistic threshold approach
Uncertain data is inherent in a few important applications such as environmental surveillance and mobile object tracking. Top-k queries (also known as ranking queries) are often n...
Ming Hua, Jian Pei, Wenjie Zhang, Xuemin Lin
129
Voted
ICCAD
2008
IEEE
127views Hardware» more  ICCAD 2008»
16 years 1 months ago
Design and optimization of a digital microfluidic biochip for protein crystallization
Proteins crystallization is a commonly used technique for protein analysis and subsequent drug design. It predicts the three-dimensional arrangement of the constituent amino acids...
Tao Xu, Krishnendu Chakrabarty, Vamsee K. Pamula