2597 search results - page 352 / 520 » Embedding Heterogeneous Data Using Statistical Models |
116
Voted
ICDM
2007
IEEE
15 years 9 months ago
2007
IEEE
Documents and authors can be clustered into “knowledge communities” based on the overlap in the papers they cite. We introduce a new clustering algorithm, Streemer, which fin...
147
Voted
JCB
2007
15 years 2 months ago
2007
Many bioinformatics problems can implicitly depend on estimating large-scale covariance matrix. The traditional approaches tend to give rise to high variance and low accuracy esti...
102
Voted
NIPS
2003
15 years 4 months ago
2003
When clustering a dataset, the right number k of clusters to use is often not obvious, and choosing k automatically is a hard algorithmic problem. In this paper we present an impr...
92
Voted
WSC
1998
15 years 4 months ago
1998
In this paper, we discuss the critical role of simulation input modeling in a successful simulation study. Two pitfalls in simulation input modeling are then presented and we expl...
178
Voted
MICCAI
2000
Springer
15 years 6 months ago
2000
Springer
We present a novel approach to statistical shape analysis of anatomical structures based on small sample size learning techniques. The high complexity of shape models used in medic...