Results 31 to 40 of about 8,186,859 (287)

On Measure Transformed Canonical Correlation Analysis

, 2012
In this paper linear canonical correlation analysis (LCCA) is generalized by applying a structured transform to the joint probability distribution of the considered pair of random vectors, i.e., a transformation of the joint probability measure defined ...
Hero, Alfred O., Todros, Koby
core   +1 more source

Exposure to environmental pollutants selects for xenobiotic-degrading functions in the human gut microbiome

Nature Communications
Environmental pollutants from different chemical families may reach the gut microbiome, where they can be metabolized and transformed. However, how our gut symbionts respond to the exposure to environmental pollution is still underexplored.
Francesca De Filippis, Vincenzo Valentino, Giuseppina Sequino, Giorgia Borriello, Marita Georgia Riccardi, Biancamaria Pierri, Pellegrino Cerino, Antonio Pizzolante, Edoardo Pasolli, Mauro Esposito, Antonio Limone, Danilo Ercolini   +11 more
doaj   +1 more source

Discovering Potential Correlations via Hypercontractivity

Entropy, 2017
Discovering a correlation from one variable to another variable is of fundamental scientific and practical interest. While existing correlation measures are suitable for discovering average correlation, they fail to discover hidden or potential ...
Hyeji Kim, Weihao Gao, Sreeram Kannan, Sewoong Oh, Pramod Viswanath   +4 more
doaj   +1 more source

Continuous canonical correlation analysis [PDF]

, 2005
Given a bivariate distribution, the set of canonical correlations and functions is in general finite or countable. By using an inner product between two functions via an extension of the covariance, we find all the canonical correlations and functions
Caudras, C.M.
core  

Correlation analysis of stochastic gravitational wave background around 0.1-1Hz [PDF]

, 2006
We discuss prospects for direct measurement of stochastic gravitational wave background around 0.1-1Hz with future space missions. It is assumed to use correlation analysis technique with the optimal TDI variables for two sets of LISA-type ...
A. A. Starobinsky, C. W. Helstrom, Naoki Seto, P. F. Michelson   +3 more
core   +2 more sources

Personalized Selumetinib Dosing in Pediatric Neurofibromatosis Type 1: Insights From a Pilot Therapeutic Drug Monitoring Study

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Objective To evaluate selumetinib exposure using therapeutic drug monitoring (TDM) in pediatric patients with neurofibromatosis type 1 (NF1) and plexiform neurofibromas (PN), assess interpatient pharmacokinetic variability, and explore the relationship between drug exposure, clinical response, and adverse effects.
Janka Kovács, Zoltán Köllő, Balázs Gellért Karvaly, Mahmoud Obeidat, Rita Nagy, Péter Hegyi, Brigitta Teutsch, Eszter Tuboly, Miklós Garami   +8 more
wiley   +1 more source

Temporal Analysis of Climate Change Impact on the Spread and Prevalence of Vector-Borne Diseases in Campania (2018–2023)

Microorganisms
Vector-borne infections (Arbovirosis) represent a significant threat to public health worldwide. Climate change, currently a global problem, seems to contribute to the incidence and prevalence of autochthonous and imported cases of arbovirosis in Europe.
Federica Gargano, Roberta Brunetti, Marialuisa Buonanno, Claudio De Martinis, Lorena Cardillo, Pellegrino Fenizia, Antonietta Anatriello, Giuseppe Rofrano, Luigi Jacopo D’Auria, Giovanna Fusco, Loredana Baldi, Esterina De Carlo, Maria Ottaiano   +12 more
doaj   +1 more source

Minimax estimation in sparse canonical correlation analysis

, 2015
Canonical correlation analysis is a widely used multivariate statistical technique for exploring the relation between two sets of variables. This paper considers the problem of estimating the leading canonical correlation directions in high-dimensional ...
Gao, Chao, Ma, Zongming, Ren, Zhao, Zhou, Harrison H.   +3 more
core   +1 more source

Detection of advanced persistent threat using machine-learning correlation analysis [PDF]

, 2018
As one of the most serious types of cyber attack, Advanced Persistent Threats (APT) have caused major concerns on a global scale. APT refers to a persistent, multi-stage attack with the intention to compromise the system and gain information from the ...
Aparicio-Navarro, F, Ghafir, I, Hammoudeh, M, Han, L, Hegarty, R, Prenosil, V, Rabie, K   +6 more
core   +6 more sources

Identifying the system of value factors of green consumer choice [PDF]

Innovative Marketing
To justify the production of green products, it is necessary to anticipate the choice of consumers toward products with different environmental friendliness.
Liudmyla Potrashkova, Viktor Zaruba, Diana Raiko, Oleksiy Yevsyeyev   +3 more
doaj   +1 more source