Search Sciweavers | Sciweavers

9209 search results - page 66 / 1842

» Data Space Randomization

119

Voted

ICML
2007
IEEE

194views Machine Learning» more ICML 2007»

Dynamic hierarchical Markov random fields and their application to web data extraction

16 years 3 months ago

Download research.microsoft.com

Hierarchical models have been extensively studied in various domains. However, existing models assume fixed model structures or incorporate structural uncertainty generatively. In...

Jun Zhu, Zaiqing Nie, Bo Zhang, Ji-Rong Wen

claim paper

Read More »

141

click to vote

MCS
2007
Springer

236views Pattern Recognition» more MCS 2007»

Random Feature Subset Selection for Ensemble Based Classification of Data with Missing Features

15 years 8 months ago

Download users.rowan.edu

Abstract. We report on our recent progress in developing an ensemble of classifiers based algorithm for addressing the missing feature problem. Inspired in part by the random subsp...

Joseph DePasquale, Robi Polikar

claim paper

Read More »

127

click to vote

NIPS
2008

185views Information Technology» more NIPS 2008»

Hierarchical Semi-Markov Conditional Random Fields for Recursive Sequential Data

15 years 3 months ago

Download www.computing.edu.au

Inspired by the hierarchical hidden Markov models (HHMM), we present the hierarchical semi-Markov conditional random field (HSCRF), a generalisation of embedded undirected Markov ...

Tran The Truyen, Dinh Q. Phung, Hung Hai Bui, Svet...

claim paper

Read More »

105

click to vote

SDM
2004
SIAM

177views Data Mining» more SDM 2004»

Reservoir-Based Random Sampling with Replacement from Data Stream

15 years 3 months ago