105 citations · 501 across the 65 of their papers we have counts for
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stat.ML2013★ 2 cited
Ensemble Methods for Multi-label Classification
Lior Rokach, Alon Schclar, Ehud Itach
Ensemble methods have been shown to be an effective tool for solving multi-label classification tasks. In the RAndom k-labELsets (RAKEL) algorithm, each member of the ensemble is a…
cs.LG2013
Ensembles of Classifiers based on Dimensionality Reduction
Alon Schclar, Lior Rokach, Amir Amit
We present a novel approach for the construction of ensemble classifiers based on dimensionality reduction. Dimensionality reduction methods represent datasets using a small number…
cs.LG2013
Transfer Learning for Content-Based Recommender Systems using Tree Matching
Naseem Biadsy, Lior Rokach, Armin Shmilovici
In this paper we present a new approach to content-based transfer learning for solving the data sparsity problem in cases when the users' preferences in the target domain are eithe…