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Artificial Neural Network Model to relate Organization Characteristics and Construction Project Delivery Methods Hasselt University
This study aims to relate organizational characteristics on preferences for project delivery methods (PDMs) in construction industry of Pakistan. Artificial Neural Network (ANN) based model is developed for predicting proportion of projects done by different types of organizations under various PDMs. It is found that ANN model give satisfactory accuracy in predicting these proportions for test and training datasets. It is found that client ...
Whole-brain structural topology in adult attention-deficit/hyperactivity disorder: preserved global - disturbed local network organization Ghent University
Preserved modular network organization in the sedated rat brain University of Antwerp
Translation of resting-state functional connectivity (FC) magnetic resonance imaging (rs-fMRI) applications from human to rodents has experienced growing interest, and bears a great potential in pre-clinical imaging as it enables assessing non-invasively the topological organization of complex FC networks (FCNs) in rodent models under normal and various pathophysiological conditions. However, to date, little is known about the organizational ...
Genetic correlation network prediction of forest soil microbial functional organization KU Leuven
Soil ecological functions are largely determined by the activities of soil microorganisms, which, in turn, are regulated by relevant interactions between genes and their corresponding pathways. Therefore, the genetic network can theoretically elucidate the functional organization that supports complex microbial community functions, although this has not been previously attempted. We generated a genetic correlation network based on 5421 genes ...
Functional Organization of the Action Observation Network in Autism: A Graph Theory Approach KU Leuven
BACKGROUND: The ability to recognize, understand and interpret other's actions and emotions has been linked to the mirror system or action-observation-network (AON). Although variations in these abilities are prevalent in the neuro-typical population, persons diagnosed with autism spectrum disorders (ASD) have deficits in the social domain and exhibit alterations in this neural network. METHOD: Here, we examined functional network properties of ...
Structure and organization of the mental lexicon: A network approach derived from syntactic dependency relations and word associations KU Leuven
© Springer-Verlag Berlin Heidelberg 2016. All rights are reserved. Semantic networks are often used to represent the meaning of a word in the mental lexicon. To construct a large-scale network for this lexicon, text corpora provide a convenient and rich resource. In this chapter the network properties of a text-based approach are evaluated and comparedwith a more directway of assessing the mental content of the lexicon through word associations. ...
Organization of neurochemical interactions in young and older brains as revealed with a network approach: Evidence from proton magnetic resonance spectroscopy (1H-MRS) KU Leuven Hasselt University
Aging is associated with alterations in the brain including structural and metabolic changes. Previous research has focused on neurometabolite level differences associated to age in a variety of brain regions, but the relationship among metabolites across the brain has been much less studied. Investigating these relationships can reveal underlying neurometabolic processes, their interdependency, and their progress throughout the lifespan. Using ...