A preliminary version of the paper was published in the Proceedings of ICDM 2020;supported by the National Natural Science Foundation of China under Grant No.61772131;the Science and Technology Project of the State Grid Corporation of China under Grant No.5700-202018268A-0-0-00.
The goal of privacy-preserving social graph release is to protect individual privacy while preserving data util-ity.Community structure,which is an important global pattern of nodes,is a crucial data utility as it is ...
supported by the[National Key Research and Development Program]under Grant[number 2019YFE0126700];[Shandong Provincial Natural Science Foundation]under Grant[number ZR2020QD018].
Spectral clustering is a well-regarded subspace clustering algorithm that exhibits outstanding performance in hyperspectral image classification through eigenvalue decomposition of the Laplacian matrix.However,its cla...
Project(2012AA011205)supported by National High-Tech Research and Development Program(863 Program)of China;Projects(61272150,61379109,M1321007,61301136,61103034)supported by the National Natural Science Foundation of China;Project(20120162110077)supported by Research Fund for the Doctoral Program of Higher Education of China;Project(11JJ1012)supported by Excellent Youth Foundation of Hunan Scientific Committee,China
Many text classifications depend on statistical term measures to implement document representation. Such document representations ignore the lexical semantic contents of terms and the distilled mutual information, lea...
Social relationships formed within a network of interacting group members can have a profound impact on an indi- vidual's behavior and fitness. However, we have little understanding of how individuals perceive their ...
supported by the State Key Program of National Natural Science Foundation of China (Grant No. 11032009);the National Natural Science Foundation of China (Grant No. 10772048)
On one hand, when the bridge stays in a windy environment, the aerodynamic power would reduce it to act as a non-classic system. Consequently, the transposition of the system’s right eigenmatrix will not equal its le...
Sponsored by the Basic Research Foundation of Beijing Institute of Technology(BIT-UBF-20070842009)
An eigenvector method for ranking alternatives whose measurements are given as vague values is provided. Firstly, a positive matrix is constructed which is defined as evaluation information matrix (EIM). Based on fo...
The orthogonality of eigenvector is a precondition to compute the dynamic responses of linear multi-rigid-flexible-body system using the classical modal analysis method. For a linear multi-rigid-flexible-body system, ...
The authors present their analysis of the differential equation d X(t)/ d t = AX(t)-X T (t)BX(t)X(t) , where A is an unsymmetrical real matrix, B is a positive definite symmetric real matrix, X ∈...
This work is supported by the National Natural Science Foundation.
In this paper the mathematical definition of the minimum energy generalized inverse is given and its application for computing eigen-sensitivity is demonstrated.By comparing it with the others,this paper clarifies the...