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cs.LG2015
CSAL: Self-adaptive Labeling based Clustering Integrating Supervised Learning on Unlabeled Data
Fangfang Li, Guandong Xu, Longbing Cao
Supervised classification approaches can predict labels for unknown data because of the supervised training process. The success of classification is heavily dependent on the label…
cs.LG2014
Coupled Item-based Matrix Factorization
Fangfang Li, Guandong Xu, Longbing Cao
The essence of the challenges cold start and sparsity in Recommender Systems (RS) is that the extant techniques, such as Collaborative Filtering (CF) and Matrix Factorization (MF),…