Results 11 to 20 of about 1,147 (194)

Hessian Regularization Based Factorization Algorithm Combining Multi-view and Non-negative Matrix [PDF]

open access: yesJisuanji gongcheng, 2017
Non-negative matrix does not consider the manifold of data when represents multi-view data,which results in the ineffective express of the data internal expression.In this paper,Hessian regularized Non-negative Matrix Factorization(NMF) is proposed.By ...
WANG Chaofeng,SHI Jun,WU Jinjie,ZHU Jie
doaj   +1 more source

Hessian Operators on Constraint Manifolds [PDF]

open access: yesJournal of Nonlinear Science, 2015
On a constraint manifold we give an explicit formula for the Hessian matrix of a cost function that involves the Hessian matrix of a prolonged function and the Hessian matrices of the constraint functions. We give an explicit formula for the case of the orthogonal group ${\bf O}(n)$ by using only Euclidean coordinates on $\mathbb{R}^{n^2}$.
Petre Birtea, Dan Comanescu
openaire   +2 more sources

Regularity of degenerate k-Hessian equations on closed Hermitian manifolds

open access: yesAdvanced Nonlinear Studies, 2022
In this article, we are concerned with the existence of weak C1,1{C}^{1,1} solution of the kk-Hessian equation on a closed Hermitian manifold under the optimal assumption of the function in the right-hand side of the equation.
Zhang Dekai
doaj   +1 more source

Prognostic significance of tumor microenvironment assessed by machine learning algorithm in surgically resected non‐small cell lung cancer

open access: yesCancer Reports, EarlyView., 2023
Abstract Background A methodology to assess the immune microenvironment (IME) of non‐small cell lung cancer (NSCLC) has not been established, and the prognostic impact of IME factors is not yet clear. Aims This study aimed to assess the IME factors and evaluate their prognostic values. Methods and Results We assessed CD8+ tumor‐infiltrating lymphocyte (
Yukihiro Terada   +16 more
wiley   +1 more source

The Pontryagin Forms of Hessian Manifolds [PDF]

open access: yes, 2015
We show that Hessian manifolds of dimensions 4 and above must have vanishing Pontryagin forms. This gives a topological obstruction to the existence of Hessian metrics. We find an additional explicit curvature identity for Hessian 4-manifolds. By contrast, we show that all analytic Riemannian 2-manifolds are Hessian.
John Armstrong, Shun-ichi Amari
openaire   +2 more sources

Hessian manifolds of nonpositive constant Hessian sectional curvature [PDF]

open access: yesTohoku Mathematical Journal, 2013
We classify the maximal Hessian manifolds of constant Hessaian sectional curvature nonpositive.
Furuhata, Hitoshi, Kurose, Takashi
openaire   +2 more sources

Homogeneous hessian manifolds [PDF]

open access: yesAnnales de l'Institut Fourier, 1980
A flat affine manifold is said to Hessian if it is endowed with a Riemannian metric whose local expression has the form g i j
openaire   +1 more source

Curvature of Hessian manifolds

open access: yesDifferential Geometry and its Applications, 2014
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
S. Amari, J. Armstrong
openaire   +3 more sources

On Hypersurfaces of Hessian Manifolds with Constant Hessian Sectional Curvature [PDF]

open access: yesJournal of Mathematics and Statistics, 2005
In this study, we give one instrinsic inequality for Riemannian hypersurfaces in Hessian manifolds and sufficient and necessary condition for such hypersurfaces to be totally geodesic.
Mehmet Bektas   +2 more
openaire   +1 more source

Nonlinear Feature Extraction Through Manifold Learning in an Electronic Tongue Classification Task

open access: yesSensors, 2020
A nonlinear feature extraction-based approach using manifold learning algorithms is developed in order to improve the classification accuracy in an electronic tongue sensor array.
Jersson X. Leon-Medina   +3 more
doaj   +1 more source

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