FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3022309675> ?p ?o ?g. }

• W3022309675 endingPage "52" @default.
• W3022309675 startingPage "41" @default.
• W3022309675 abstract "Fuzzy measures model interactions between the inputs in aggregation problems. Their complexity grows exponentially with the dimensionality of the problem, and elicitation of fuzzy measure coefficients either from domain experts or from empirical data poses a significant challenge. The notions of k-additivity and k-maxitivity simplify the fuzzy measures by limiting interactions to subsets of up to k elements. Learning fuzzy measures from data is an important elicitation technique which relies on solving an optimisation problem. A heuristic learning algorithm to identify k-maxitive fuzzy measures from the data on the basis of HLMS (Heuristic Least Mean Squares) was recently presented in Murillo et al. (2017) [11]. We present an alternative formulation of the fitting problem which delivers a globally optimal solution through the solution of a mixed integer programming (MIP) problem. To deal with high computational cost of MIP in moderate to large dimensions, we also propose a simple MIP relaxation technique which involves solving two related linear programming problems. We also provide a linear programming formulation for fitting k-tolerant fuzzy measures. We discuss implementations of the fitting methods and present the results of numerical experiments." @default.
• W3022309675 created "2020-05-13" @default.
• W3022309675 creator A5011976667 @default.
• W3022309675 creator A5040168370 @default.
• W3022309675 date "2021-06-01" @default.
• W3022309675 modified "2023-10-16" @default.
• W3022309675 title "Learning k-maxitive fuzzy measures from data by mixed integer programming" @default.
• W3022309675 cites W1548865516 @default.
• W3022309675 cites W1981512945 @default.
• W3022309675 cites W1982174789 @default.
• W3022309675 cites W1993807722 @default.
• W3022309675 cites W2003267461 @default.
• W3022309675 cites W2017449401 @default.
• W3022309675 cites W2024907050 @default.
• W3022309675 cites W2035171979 @default.
• W3022309675 cites W2036234778 @default.
• W3022309675 cites W2041432854 @default.
• W3022309675 cites W2045073207 @default.
• W3022309675 cites W2050695983 @default.
• W3022309675 cites W2063963792 @default.
• W3022309675 cites W2078445043 @default.
• W3022309675 cites W2084871835 @default.
• W3022309675 cites W2108927591 @default.
• W3022309675 cites W2126319908 @default.
• W3022309675 cites W2134824231 @default.
• W3022309675 cites W2275301478 @default.
• W3022309675 cites W2442219078 @default.
• W3022309675 cites W2608639301 @default.
• W3022309675 cites W2765496955 @default.
• W3022309675 cites W2887962077 @default.
• W3022309675 cites W2897005928 @default.
• W3022309675 cites W2938675817 @default.
• W3022309675 cites W3122552476 @default.
• W3022309675 cites W4252793191 @default.
• W3022309675 doi "https://doi.org/10.1016/j.fss.2020.04.015" @default.
• W3022309675 hasPublicationYear "2021" @default.
• W3022309675 type Work @default.
• W3022309675 sameAs 3022309675 @default.
• W3022309675 citedByCount "6" @default.
• W3022309675 countsByYear W30223096752020 @default.
• W3022309675 countsByYear W30223096752021 @default.
• W3022309675 countsByYear W30223096752022 @default.
• W3022309675 countsByYear W30223096752023 @default.
• W3022309675 crossrefType "journal-article" @default.
• W3022309675 hasAuthorship W3022309675A5011976667 @default.
• W3022309675 hasAuthorship W3022309675A5040168370 @default.
• W3022309675 hasConcept C105795698 @default.
• W3022309675 hasConcept C111030470 @default.
• W3022309675 hasConcept C124101348 @default.
• W3022309675 hasConcept C126255220 @default.
• W3022309675 hasConcept C154945302 @default.
• W3022309675 hasConcept C15744967 @default.
• W3022309675 hasConcept C173801870 @default.
• W3022309675 hasConcept C1883856 @default.
• W3022309675 hasConcept C2776029896 @default.
• W3022309675 hasConcept C2780009758 @default.
• W3022309675 hasConcept C33923547 @default.
• W3022309675 hasConcept C41008148 @default.
• W3022309675 hasConcept C41045048 @default.
• W3022309675 hasConcept C42011625 @default.
• W3022309675 hasConcept C56086750 @default.
• W3022309675 hasConcept C58166 @default.
• W3022309675 hasConcept C77805123 @default.
• W3022309675 hasConceptScore W3022309675C105795698 @default.
• W3022309675 hasConceptScore W3022309675C111030470 @default.
• W3022309675 hasConceptScore W3022309675C124101348 @default.
• W3022309675 hasConceptScore W3022309675C126255220 @default.
• W3022309675 hasConceptScore W3022309675C154945302 @default.
• W3022309675 hasConceptScore W3022309675C15744967 @default.
• W3022309675 hasConceptScore W3022309675C173801870 @default.
• W3022309675 hasConceptScore W3022309675C1883856 @default.
• W3022309675 hasConceptScore W3022309675C2776029896 @default.
• W3022309675 hasConceptScore W3022309675C2780009758 @default.
• W3022309675 hasConceptScore W3022309675C33923547 @default.
• W3022309675 hasConceptScore W3022309675C41008148 @default.
• W3022309675 hasConceptScore W3022309675C41045048 @default.
• W3022309675 hasConceptScore W3022309675C42011625 @default.
• W3022309675 hasConceptScore W3022309675C56086750 @default.
• W3022309675 hasConceptScore W3022309675C58166 @default.
• W3022309675 hasConceptScore W3022309675C77805123 @default.
• W3022309675 hasFunder F4320321001 @default.
• W3022309675 hasLocation W30223096751 @default.
• W3022309675 hasOpenAccess W3022309675 @default.
• W3022309675 hasPrimaryLocation W30223096751 @default.
• W3022309675 hasRelatedWork W1509031531 @default.
• W3022309675 hasRelatedWork W1982719520 @default.
• W3022309675 hasRelatedWork W1989791750 @default.
• W3022309675 hasRelatedWork W1993452631 @default.
• W3022309675 hasRelatedWork W2003780271 @default.
• W3022309675 hasRelatedWork W2092519139 @default.
• W3022309675 hasRelatedWork W2163159773 @default.
• W3022309675 hasRelatedWork W2481372743 @default.
• W3022309675 hasRelatedWork W250073773 @default.
• W3022309675 hasRelatedWork W4231732987 @default.
• W3022309675 hasVolume "412" @default.
• W3022309675 isParatext "false" @default.
• W3022309675 isRetracted "false" @default.
• W3022309675 magId "3022309675" @default.

• next