Scalable approximate FRNN-OWA classification [PDF]
IEEE Transactions on Fuzzy Systems, 2020 Fuzzy Rough Nearest Neighbour classification with Ordered Weighted Averaging operators (FRNN-OWA) is an algorithm that classifies unseen instances according to their membership in the fuzzy upper and lower approximations of the decision classes. Previous
Cornelis, Chris +2 more
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The adaptive functional piecewise ordered weighted averaging method and its application to pollutant concentration analysis. [PDF]
PLoS ONEThe evolving patterns of pollutant concentrations and their rigorous assessment are critical issues in contemporary environmental research and policy-making, with important practical implications for air quality management and regional pollution control.
Yang Li, Xiaoxue Hu, Maozai Tian
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A Partial Order OWA Operator for Solving the OWA Weighing Dilemma
IEEE Access, 2023 Prior weights are necessary for the application of ordered weighted averaging (OWA) operators, but obtaining them is expensive and contentious, which restricts the application of operators.
Mingyu Li, Ruize Xu, Qinghua Chen
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Double burden of malnutrition among under-five children in Eastern and Southern African countries [PDF]
Scientific ReportsThere is limited evidence on the burden and drivers of the co-occurrence of overweight/obesity and undernutrition at the individual level in low- and middle-income countries.
Bereket Gebremichael +5 more
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Childhood maltreatment and health in the UK Biobank: triangulation of outcome-wide and polygenic risk score analyses [PDF]
BMC MedicineBackground Childhood maltreatment is common globally and impacts morbidity, mortality, and well-being. Our understanding of its impact is constrained by key substantive and methodological limitations of extant research, including understudied physical ...
Ana Lucia Espinosa Dice +9 more
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Kwartalnik Filmowy, 2019 Tekst jest spojrzeniem na fenomen grupy Queen przez pryzmat filmu Bohemian Rhapsody oraz wystawy Notes on Fashion w Metropolitan Museum w Nowym Jorku, inspirowanej sławnym tekstem Susan Sontag Notes on Camp z 1964 r.
Marcin Giżycki
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A goal-based weighting for composite indicators constructed through Ordered Weighted Averaging (OWA) operator [PDF]
MethodsXThe Ordered Weighted Averaging (OWA) operator is a multicriteria method that has conquered space among researchers in the composite indicators field. Typically, OWA operator weights are defined by the decision maker.
Matheus Pereira Libório +3 more
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Zonning susceptible areas of landslide using WLC and OWA methods -A case study in Mountain cliff Khan, Iran [PDF]
Sustainable Earth Trends, 2021 Landslide is among the most damaging ones, which has been accelerating in recent decades as human manipulation of natural systems has occurred. Mountain cliff Khan is located on the path of Saghez-Baneh and is considered as a highway to the west of the ...
Hamid Ganjaeian +3 more
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Evaluation and zonation of Landslide hazard with using OWA and ANN methods (case study: Paveh Township) [PDF]
مخاطرات محیط طبیعی, 2021 Paveh Township has long been affected by landslides due to specific geological and geomorphologic features and anthropic activities. This study aimed to map landslide risk and its relationship with factors affecting their occurrence and compare the ANN ...
Sayyad Asghari Saraskanrood +2 more
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A Study of OWA Operators Learned in Convolutional Neural Networks
Applied Sciences, 2021 Ordered Weighted Averaging (OWA) operators have been integrated in Convolutional Neural Networks (CNNs) for image classification through the OWA layer. This layer lets the CNN integrate global information about the image in the early stages, where most ...
Iris Dominguez-Catena +2 more
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