2958 search results - page 239 / 592 » Using Anonymized Data for Classification |
147
Voted
PAMI
2008
15 years 3 months ago
2008
We present a novel probabilistic latent variable model to perform linear dimensionality reduction on data sets which contain clusters. We prove that the maximum likelihood solution...
160
Voted
BMCBI
2010
15 years 3 months ago
2010
Background: Pathways provide topical descriptions of cellular circuitry. Comparing analogous pathways reveals intricate insights into individual functional differences among speci...
151
Voted
SIGKDD
2008
15 years 3 months ago
2008
A cellular automaton is a discrete, dynamical system composed of very simple, uniformly interconnected cells. Cellular automata may be seen as an extreme form of simple, localized...
165
Voted
NIPS
1992
15 years 4 months ago
1992
Vector Quantization is useful for data compression. Competitive Learning which minimizes reconstruction error is an appropriate algorithm for vector quantization of unlabelled dat...
119
Voted
ICPR
2004
IEEE
16 years 4 months ago
2004
IEEE
A measure of stability for a wide class of pattern recognition algorithms is introduced to cope with overfitting in classification problems. Based on this concept, constructive me...