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Scientific Reports, 2023 In recent years, computer vision has contributed significantly to the study of farm animal behavior. In complex environments such as commercial farms, however, the automated detection of social behavior and specific interactions between animals can be ...
Nusret Ipek +3 more
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A comprehensive evaluation of module detection methods for gene expression data
Nature Communications, 2018 Modules composed of groups of genes with similar expression profiles tend to be functionally related and co-regulated. Here, Saelens et al evaluate the performance of 42 computational methods and provide practical guidelines for module detection in gene ...
Wouter Saelens +2 more
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Modelling count data with overdispersion and spatial effects [PDF]
, 2005 In this paper we consider regression models for count data allowing for overdispersion in a Bayesian framework. We account for unobserved heterogeneity in the data in two ways. On the one hand, we consider more flexible models than a common Poisson model
Czado, Claudia, Gschlößl, Susanne
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A study to trial the use of inertial non-optical motion capture for ergonomic analysis of manufacturing work [PDF]
, 2016 It is going to be increasingly important for manufacturing system designers to incorporate human activity data and ergonomic analysis with other performance data in digital design modelling and system monitoring. However, traditional methods of capturing
Fletcher, Sarah R. +2 more
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Graph-based Modelling of Concurrent Sequential Patterns [PDF]
, 2010 Structural relation patterns have been introduced recently to extend the search for complex patterns often hidden behind large sequences of data. This has motivated a novel approach to sequential patterns post-processing and a corresponding data mining ...
Chen, Weiru, Keech, Malcolm, Lu, Jing
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Remote River Energy System: Field trial experiments in a tidal estuaryzenodo
Applied Ocean ResearchA micro-grid renewable energy system with multiple types of generation is more reliable than a single source of supply. Underutilised potential sources of energy include rivers and tidal estuaries.
Ian Masters +9 more
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Analysis of spatio-temporal fungal growth dynamics under different environmental conditions
IMA Fungus, 2019 Traditionally, fungal growth dynamics were assessed manually, limiting the research to a few environmental conditions and/or fungal species. Fortunately, more automated ways of measurement are gaining momentum due to the availability of cheap imaging and
Liselotte De Ligne +5 more
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The Constrained Median: A Way to Incorporate Side Information in the Assessment of Food Samples
Mathematics, 2020 A classical problem in the field of food science concerns the consensus evaluation of food samples. Typically, several panelists are asked to provide scores describing the perceived quality of the samples, and subsequently, the overall (consensus) scores
Marc Sader +4 more
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Fixed Point Theory and Algorithms for Sciences and Engineering, 2023 In this paper, we introduce fuzzy generalized β-F-contractions as a generalization of fuzzy F-contractions with admissible mappings. We deduce sufficient conditions for the existence and uniqueness of fixed points for fuzzy generalized β-F-contractions ...
Koon S. Wong +2 more
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Data‐adaptive additive modeling
Statistics in Medicine, 2018 In this paper, we consider fitting a flexible and interpretable additive regression model in a data‐rich setting. We wish to avoid pre‐specifying the functional form of the conditional association between each covariate and the response, while still retaining interpretability of the fitted functions.
Ashley Petersen, Daniela Witten
openaire +4 more sources