Results 101 to 110 of about 5,105 (201)

Parafac-spark: spark ile paralel tensör ayrışımları

, 2019
Cataloged from PDF version of article.Includes bibliographical references (leaves 61-62).Tensors are higher order matrices, widely used in many data science applications and scienti c disciplines. The Canonical Polyadic Decomposition (also known as CPD/
Bekçe, Selim Eren
core  

MATHEMATICAL MODELS OF MULTIDIMENSIONAL DATA

Доклады Белорусского государственного университета информатики и радиоэлектроники, 2019
The review of modern state of the problem of the multidimensional data analysis is given. The new mathematical models of the multidimensional data are considered.
V. S. Mukha
doaj  

Parafac method in three-way compositional data [PDF]

No contexto atual, a análise de dados é fundamental para apoiar decisões em diversas áreas. Com o crescimento da complexidade dos dados, torna-se necessário adotar técnicas analíticas avançadas.
Azevedo, Afonso Vicente
core  

Excitation Emission Matrix and Parallel Factor Analysis of Blood Plasma for Effective Delineation of Potentially Malignant Disorders

Journal of Indian Academy of Oral Medicine and Radiology
Background: Native fluorescence spectroscopy is a noninvasive real-time tool to probe the molecular alteration in tissues in pathological conditions by utilizing fluorescence properties of intrinsic fluorophores.
Pravda Chidambaranathan, Rajvikram Natarajan, Divyambika Catakapatri Venugopal, Saravanan Ramachandran, Jamal Mohamed Thoufeeq, Singaravelu Ganesan   +5 more
doaj   +1 more source

Clusterwise Parafac to identify heterogeneity in three-way data

, 2013
In many research areas, the Parafac model is adopted to disclose the underlying structure of three-way three-mode data. In this model, a set of latent variables, called components, that captures the complex interaction between the elements of the three ...
Ceulemans, Eva, Wilderjans, Tom
core   +1 more source

Novel method based on fractional lower-order correntropy-analogous statistics for parameter jointly estimation in bistatic MIMO radar

Tongxin xuebao, 2016
According to the performance degradation problem of parameter estimation algorithm in the Alpha stable dis-tribution noise, inspired by the concept of correntropy, a new class of statistics, namely, the fractional lower-order cor-rentropy-analogous ...
Li LI, Tian-shuang QIU, Ming-yan HE
doaj   +2 more sources

Dissolved Organic Matter Behaviour by Conventional Treatments of a Drinking Water Plant: Controlling Its Changes with EEM-PARAFAC

Applied Sciences
In the last 20 years, several articles related to the use of fluorescence excitation–emission matrices—parallel factor analysis (EEM-PARAFAC) to monitor dissolved organic matter (DOM) in drinking- and wastewater treatment plants were published ...
Iván Sciscenko, Rita Binetti, Carlos Escudero-Oñate, Isabel Oller, Antonio Arques   +4 more
doaj   +1 more source

A robustification of the Parafac model for high dimensional outliers

, 2018
Three-way data pertain to measurements related to three entities (modes) in which repeated observations are collected for the same variables on several occasions (conditions, times, locations).
GALLO M, DI PALMA MA
core  

An efficient algorithm for PARAFAC of three-way data with large numbers of observation units

, 1991
CANDECOMP, PARAFAC,
Kiers, Henk A.L., Henk Kiers, Kiers, Henk A.L.; id_orcid, Wim Krijnen, Krijnen, Wim P.   +4 more
core   +1 more source

Behavior of Reoccurring PARAFAC Components in Fluorescent Dissolved Organic Matter in Natural and Engineered Systems: A Critical Review

, 2016
Fluorescence spectroscopy coupled with parallel factor analysis (PARAFAC) has been widely used to characterize dissolved organic matter (DOM). Characterization is based on the intensity and location of independent fluorescent components identified in ...
Treavor H. Boyer (804911), Stephanie K. L. Ishii (2111950)   +1 more
core   +1 more source