Results 31 to 40 of about 196,468 (204)

Application of Nonnegative Tensor Factorization for neutron-gamma discrimination of Monte Carlo simulated fission chamber’s output signals

open access: yesResults in Physics, 2017
For efficient exploitation of research reactors, it is important to discern neutron flux distribution inside the reactor with the best possible precision. For this reason, fission and ionization chambers are used to measure the neutron field.
Mounia Laassiri   +2 more
doaj   +1 more source

A sharp upper bound on the spectral radius of a nonnegative k-uniform tensor and its applications to (directed) hypergraphs

open access: yesJournal of Inequalities and Applications, 2020
In this paper, we obtain a sharp upper bound on the spectral radius of a nonnegative k-uniform tensor and characterize when this bound is achieved. Furthermore, this result deduces the main result in [X. Duan and B.
Chuang Lv, Lihua You, Xiao-Dong Zhang
doaj   +1 more source

The dominant eigenvalue of an essentially nonnegative tensor [PDF]

open access: yesNumerical Linear Algebra with Applications, 2013
SUMMARYIt is well known that the dominant eigenvalue of a real essentially nonnegative matrix is a convex function of its diagonal entries. This convexity is of practical importance in population biology, graph theory, demography, analytic hierarchy process, and so on. In this paper, the concept of essentially nonnegativity is extended from matrices to
Liping Zhang 0008   +3 more
openaire   +3 more sources

A survey on the spectral theory of nonnegative tensors [PDF]

open access: yesNumerical Linear Algebra with Applications, 2013
SUMMARYThis is a survey paper on the recent development of the spectral theory of nonnegative tensors and its applications. After a brief review of the basic definitions on tensors, the H‐eigenvalue problem and the Z‐eigenvalue problem for tensors are studied separately.
Kung-Ching Chang   +2 more
openaire   +1 more source

Video tamper detection method based on nonnegative tensor factorization

open access: yes网络与信息安全学报, 2017
The authenticity and integrity of video authentication is one of the important contents in information security field.A video tampering detection method based on non-negative tensor decomposition was proposed for video inter-frame tampering.First of all ...
Xue-li ZHANG,Tian-qiang HUANG,Wei HUANG   +1 more
doaj   +3 more sources

Sparse and Low-Rank Constrained Tensor Factorization for Hyperspectral Image Unmixing

open access: yesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021
Third-order tensors have been widely used in hyperspectral remote sensing because of their ability to maintain the 3-D structure of hyperspectral images.
Pan Zheng, Hongjun Su, Qian Du
doaj   +1 more source

Discriminant Nonnegative Tensor Factorization Algorithms [PDF]

open access: yesIEEE Transactions on Neural Networks, 2009
Nonnegative matrix factorization (NMF) has proven to be very successful for image analysis, especially for object representation and recognition. NMF requires the object tensor (with valence more than one) to be vectorized. This procedure may result in information loss since the local object structure is lost due to vectorization. Recently, in order to
openaire   +2 more sources

Nonnegative biquadratic tensors

open access: yesApplied Mathematics and Computation
An M-eigenvalue of a nonnegative biquadratic tensor is referred to as an M$^+$-eigenvalue if it has a pair of nonnegative M-eigenvectors. If furthermore that pair of M-eigenvectors is positive, then that M$^+$-eigenvalue is called an M$^{++}$-eigenvalue.
Chunfeng Cui, Liqun Qi 0001
openaire   +2 more sources

A Proximal Approach for Nonnegative Tensor Decomposition [PDF]

open access: yes, 2017
This communication deals with N-th order tensor decompositions. More precisely, we are interested in the (Canonical) Polyadic Decomposition. In our case, this problem is formulated under a variational approach where the considered criterion to be minimized is composed of several terms: one accounting for the fidelity to data and others that can ...
Vu, Xuan   +3 more
openaire   +2 more sources

A modified Newton iteration for finding nonnegative Z-eigenpairs of a nonnegative tensor [PDF]

open access: yesNumerical Algorithms, 2018
We propose a modified Newton iteration for finding some nonnegative Z-eigenpairs of a nonnegative tensor. When the tensor is irreducible, all nonnegative eigenpairs are known to be positive. We prove local quadratic convergence of the new iteration to any positive eigenpair of a nonnegative tensor, under the usual assumption guaranteeing the local ...
Chun-Hua Guo   +2 more
openaire   +4 more sources

Home - About - Disclaimer - Privacy