Results 11 to 20 of about 225 (98)
ParaDime: A Framework for Parametric Dimensionality Reduction. [PDF]
Abstract ParaDime is a framework for parametric dimensionality reduction (DR). In parametric DR, neural networks are trained to embed high‐dimensional data items in a low‐dimensional space while minimizing an objective function. ParaDime builds on the idea that the objective functions of several modern DR techniques result from transformed inter‐item ...
Hinterreiter A +3 more
europepmc +2 more sources
Gone With the Wind: Exploring a Vanished Rock Dove, <i>Columba livia</i>, Hybrid Zone in the Sahara Desert. [PDF]
In this study, we tested the hypothesis of the existence of a hybrid zone between two differentiated rock dove lineages, which may contribute significantly to their divergence. By analyzing newly generated genomic data from previously unsampled African rock dove populations, along with publicly available rock dove genomes, we provide evidence for the ...
Hernández-Alonso G +3 more
europepmc +2 more sources
Predicting patient-reported quality of vision through multifocal optics. [PDF]
Abstract Purpose To explore the agreement between computationally modelled point‐spread functions (PSFs) and multifocal soft contact lens wearers' descriptions of image quality. Methods In Phase 1, participants were fitted with a single vision soft contact lens (SCL) in the left eye, and four different multifocal (MF) SCLs in the right eye in ...
Kollbaum P +5 more
europepmc +2 more sources
Perception of political influence within the general population of the United Kingdom
Abstract When reflecting upon politics, people express judgements about the political influence exerted by different institutions. However, the nature of these judgements remains to be studied by scholars. The paper explores this with a focus on the United Kingdom.
Francesco Rigoli
wiley +1 more source
Abstract Objective We examined changes in value interrelations during middle childhood. In line with the Personal Values Theory, we expected a value system, with individuals similarly valuing related motivations, and setting priorities between conflicting motivations.
Ella Daniel +2 more
wiley +1 more source
From signing up to staying in: Exploring factors associated with engagement in parenting programs
Abstract Objective This study explored individual and program factors associated with engagement in early childhood parenting programs in the United Arab Emirates. Background Parenting programs can improve caregiver well‐being, parenting skills, and child outcomes, but their success relies on effective recruitment and sustained participation ...
Michelle P. Kelly +4 more
wiley +1 more source
Abstract Climate change‐induced glacier retreat leads to the reorganization of fluvial landscapes in proglacial terrains and transitions between streams fed predominantly by glacial meltwater and groundwater. To explore the effects of such ecosystem transitions on benthic biofilm communities, we gradually mixed water from a glacier‐fed stream (GFS) and
Hannes Peter +5 more
wiley +1 more source
ABSTRACT In this study, we tackle the problem of surveilling a large area over the sea without access to the global navigation satellite system (GNSS) while searching for the known target vessel. The system utilizes an unmanned aerial vehicle (UAV) equipped with long‐range radio frequency (LoRa) localization and an RGB camera to detect the target ...
Marijana Peti +10 more
wiley +1 more source
Multidimensional Scaling Using Majorization: SMACOF in R
In this paper we present the methodology of multidimensional scaling problems (MDS) solved by means of the majorization algorithm. The objective function to be minimized is known as stress and functions which majorize stress are elaborated. This strategy
Jan de Leeuw, Patrick Mair
doaj
ABSTRACT In this article, I propose extensions to multidimensional scaling (MDS) variants that use Heaviside weighting for manifold learning, namely, curvilinear component analysis and curvilinear distance analysis. These methods weight the approximation error with a Heaviside function to ignore larger fitted distances in the configuration, thus ...
Thomas Rusch
wiley +1 more source

