Matrix decompos... Sun,Jimeng,Tao,... - Twelfth Acm Sigkdd International Conference on Knowledge Discovery & Data Mining 被引量: 694发表: 2006年 Style translation for human motion Style translation is the process of transforming an input motion into a new style while preserving its original ...
The main algorithm behind ImageBee is a matrix factorisation approach. Motivated by a data-specific, non-negative mixture model, the algorithm aims to select the generating extreme vectors of a convex cone that contains the data. It approximates the movie matrix by non-negative combinations of ...
Given the explanations for a set of instancesX(|X| =n), we construct ann×dlexplanation matrixW that represents the local importance of the interpretable components for each instance. When using linear models as explanations, for an instancexiand explanationgi=ξ(xi), we set Wij=|wgij|. Fu...
9. 奇异值分解(Singular Value Decomposition,SVD) In linear algebra, SVD is a factorization of a real complex matrix. For a given m * n matrix M, there exists a decomposition such that M = UΣV, where U and V are unitary matrices and Σ is a diagonal matrix. 在线性代数中,SVD 是复杂...
like Hollywood in the movie, is a benchmark in mass production technology. Applying the most advanced technology to the design and construction of the building, the structure and pipeline of the building itself are unobtrusively exposed and even aesthetically decorated, focusing on practical and effic...
The experiment was conducted on the real movie dataset that contains 12 different pieces of contextual information. We used two statistical tests with power analysis for the detection, and three contextualized matrix-factorization algorithms with slightly different reasoning for the prediction of ratings....
Effective connectivity inferred from fMRI transition dynamics during movie viewing points to a balanced reconfiguration of cortical interactions Our behavior entails a flexible and context-sensitive interplay between brain areas to integrate information according to goal-directed requirements. However, the neura...
Given the explanations for a set of instancesX(|X| =n), we construct ann×dlexplanation matrixW that represents the local importance of the interpretable components for each instance. When using linear models as explanations, for an instancexiand explanationgi=ξ(xi), we set Wij=|wgij|. Fu...
It contains the fourth 60 minutes of the introduction into the project and defines the structure of the Project: the workpackages and how the workpackages interact. The file is an AVI file (MPEG4), so you need an MPEG4 compatible movieplayer on your computer.关键词:...
Whole-brain FC was assessed among 748 nodes from a published functional parcellation (Craddock et al., 2012) (Fig. 1e), in each of the three states (REST, TASK, MOVIE), yielding a 748 × 748 FC matrix for each subject and each state (Fig. 1a). First, the authors performed the ...