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IDA
2007
Springer

168views Information Technology» more IDA 2007»

Combining Bagging and Random Subspaces to Create Better Ensembles

15 years 5 months ago

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Random forests are one of the best performing methods for constructing ensembles. They derive their strength from two aspects: using random subsamples of the training data (as in b...

Pance Panov, Saso Dzeroski

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IPPS
1998
IEEE

117views Distributed And Parallel Com...» more IPPS 1998»

Asymptotically Optimal Randomized Tree Embedding in Static Networks

15 years 3 months ago

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Keqin Li

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131

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PR
2011

290views Computer Networks» more PR 2011»

Hierarchical annotation of medical images

14 years 2 months ago

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In this paper, we describe an approach for the automatic medical annotation task of the 2008 CLEF cross-language image retrieval campaign (ImageCLEF). The data comprise 12076 full...

Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, ...

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PODC
2006
ACM

90views Distributed And Parallel Com...» more PODC 2006»

Peer counting and sampling in overlay networks: random walk methods

15 years 5 months ago