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Publikováno v:
Data Mining and Knowledge Discovery
Data Mining and Knowledge Discovery, 2007
Data Mining and Knowledge Discovery, Springer, 2007
Data Mining and Knowledge Discovery, 2007
Data Mining and Knowledge Discovery, Springer, 2007
We describe two algorithms, BiBoost (Bipartite Boosting) and MultBoost (Multiparty Boosting), that allow two or more participants to construct a boosting classifier without explicitly sharing their data sets. We analyze both the computational and the