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In this paper, we propose a novel algorithm of Generalized Joint Distribution Adaptation (G-JDA) for heterogeneous domain adaptation (HDA), which associates and recognizes cross-domain data observed in different feature spaces (and thus with different dimensionality). With the objective to derive a domain-invariant feature subspace for relating source and target-domain data, our G-JDA learns a pair...
Teaching material sharing networks (TMSN) may enrich teachers teaching capacity and quality through sharing. To effectively manage a network and its evolution, managers have to characterize members' behaviors such as joining/leaving the network (membership) and uploading/downloading teaching materials (sharing) and network state dynamics of membership, teaching material (TM) quantity and quality....
To solve problems existing in the static fault simulation method, the dynamic one is proposed in this paper, and based on it, an approach of predicting mission completion success probability for circuits is proposed. In this approach, the failure distributions of components are derived from Reliability Prediction Handbook for Electronic Equipment, and the sampling algorithm is introduced to simulate...
To make statistical analysis of the new enrollment students of higher education and that of senior school of Shandong province over the years, and then to predict its new enrollment students of higher education and that of senior school of the following ten years after 2009. According to the statistics, the new enrollment students of higher education overpass that of senior school with a gradual larger...
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