2019
DOI: 10.1155/2019/4979582
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Finding Community Modules of Brain Networks Based on PSO with Uniform Design

Abstract: The brain has the most complex structures and functions in living organisms, and brain networks can provide us an effective way for brain function analysis and brain disease detection. In brain networks, there exist some important neural unit modules, which contain many meaningful biological insights. It is appealing to find the neural unit modules and obtain their affiliations. In this study, we present a novel method by integrating the uniform design into the particle swarm optimization to find community mod… Show more

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Cited by 7 publications
(2 citation statements)
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References 49 publications
(70 reference statements)
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“…Uniform design (UD) is a space‐filling technology whose application in medical experiments and industrial science is a novel endeavor. UD seeks variables that are equally scattered with high representativeness in the experimental domain [29] . Also, UD accommodates the potential maximum number of levels for each experimental factor.…”
Section: Methodsmentioning
confidence: 99%
“…Uniform design (UD) is a space‐filling technology whose application in medical experiments and industrial science is a novel endeavor. UD seeks variables that are equally scattered with high representativeness in the experimental domain [29] . Also, UD accommodates the potential maximum number of levels for each experimental factor.…”
Section: Methodsmentioning
confidence: 99%
“…Precise forecasting of tourism demand for a destination is an important and challenging problem for both the tourism industry and the local economies as well. Several authors have provided an in-depth analysis of the favourable and unfavourable aspects of seasonality for the local community, such as the work of [1,2,3,4,5]. Thus, one aspect of seasonality is beneficial due to that the periods with low tourism flows help to restore the natural and municipal resources, whereas it is detrimental because excessive tourist demand and consumption impose enormous strain on resources and infrastructure during periods of high tourism flows, which could create difficulties for local authorities in terms of investment management and workforce recruitment, disrupting the stability of community economics [1,3,6].…”
Section: Introductionmentioning
confidence: 99%