Nov 26, 2014 · In this paper, in order to complete the missing tags, and simultaneously correct the noisy ones, we propose a novel web service Tag Completion ...
The TagCRMC approach not only models the low-rank property of service-tag matrix, but also simultaneously integrates the content correlation consistency and the ...
To address this challenge, a Matrix Completion based Web Service Tag Refinement (MCWSTR) framework is proposed. Firstly, the MCWSTR framework naturally ...
Lei Chen, Geng Yang, Zhengyu Chen, Fu Xiao, Xuxia Li: Tag Completion and Refinement for Web Service via Low-Rank Matrix Completion.
Tag Completion and Refinement for Web Service via Low-Rank Matrix Completion ... Correlation consistency constrained matrix completion for web service tag ...
Jun 15, 2015 · In this paper, we propose algorithms for low-rank matrix completion based on preconditioned Riemannian optimization over a single Grassmannian ...
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May 10, 2024 · Abstract:In this work, we develop and analyze a Gradient Descent (GD) based solution, called Alternating GD and Minimization (AltGDmin), ...
Missing: Tag Refinement Service
"Tag Completion and Refinement for Web Service via Low-Rank Matrix Completion." In Lecture Notes in Computer Science, 269–78. Cham: Springer International ...
This paper introduces a novel algorithm to approximate the matrix with minimum nuclear norm among all matrices obeying a set of convex constraints.
To tackle this, we propose a social tag refinement method, named as Correlation Consistency constrained Probabilistic Matrix Factorization (CCPMF), to jointly ...