Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics
Sign Up to like & getrecommendations! Published in 2022 at "Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"
DOI: 10.1002/widm.1479
Abstract: The advent of technological developments is allowing to gather large amounts of data in several research fields. Learning analytics (LA)/educational data mining has access to big observational unstructured data captured from educational settings and relies… read more here.
Keywords: additive models; generalized additive; scale shape; location scale ... See more keywords
Phylogenetic signals in scale shape in Caucasian rock lizards (Darevskia species)
Sign Up to like & getrecommendations! Published in 2017 at "Zoologischer Anzeiger"
DOI: 10.1016/j.jcz.2017.04.004
Abstract: Abstract The genus Darevskia comprises over 20 species of small-bodied lizards, mainly occurring in the Caucasus Mountain Region. They show differences in body size, scalation and coloration, however, fully diagnostic characters that could separate the… read more here.
Keywords: phylogenetic signals; shape; analysis; signals scale ... See more keywords
Biophysical properties at patch scale shape the metabolism of biofilm landscapes
Sign Up to like & getrecommendations! Published in 2022 at "NPJ Biofilms and Microbiomes"
DOI: 10.1038/s41522-022-00269-0
Abstract: Phototrophic biofilms form complex spatial patterns in streams and rivers, yet, how community patchiness, structure and function are coupled and contribute to larger-scale metabolism remains unkown. Here, we combined optical coherence tomography with automated O… read more here.
Keywords: biophysical properties; properties patch; scale shape; biofilm ... See more keywords
Detecting Phylogenetic Signal and Adaptation in Papionin Cranial Shape by Decomposing Variation at Different Spatial Scales
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DOI: 10.1093/sysbio/syaa093
Abstract: Abstract Phylogenetic reconstruction based on morphometric data is hampered by homoplasies. For example, many similarities in cranial form between primate taxa more strongly reflect ecological similarities rather than phylogenetic relatedness. However, the way in which… read more here.
Keywords: large scale; variation; shape; adaptation ... See more keywords
Multi-Scale U-Shape MLP for Hyperspectral Image Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3141547
Abstract: Hyperspectral images (HSIs) have significant applications in various domains, since they register numerous semantic and spatial information in the spectral band with spatial variability of spectral signatures. Two critical challenges in identifying pixels of the… read more here.
Keywords: shape mlp; multi scale; multi layer; layer perceptron ... See more keywords