Matches in SemOpenAlex for { <https://semopenalex.org/work/W2041065452> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W2041065452 abstract "Abstract Probabilistic rules in a classification expert system can result in a sociopathic knowledge base , as a consequence of the assumption of conditional independence between observations and rule modularity. A sociopathic knowledge base has the property that all the rules are individually judged to be correct rules, yet a subset of the knowledge base gives better classification accuracy than the original knowledge base, independent of the amount of computational resources that are available. This paper describes how sociopathic interactions cause rule induction and refinement methods to converge to local optima with respect to maximizing classification accuracy. The problem of optimally refining sociopathic knowledge bases is modeled as a bipartite graph minimization problem and shown to be NP-hard. A heuristic rule refinement algorithm for sociopathic reduction, called SOCIO-REDUCER, is presented. Experimental results in a medical diagnosis domain show that it can reduce the diagnosis error rate by 10.5%." @default.
- W2041065452 created "2016-06-24" @default.
- W2041065452 creator A5013333779 @default.
- W2041065452 creator A5033702896 @default.
- W2041065452 date "1994-10-01" @default.
- W2041065452 modified "2023-09-27" @default.
- W2041065452 title "The refinement of probabilistic rule sets: Sociopathic interactions" @default.
- W2041065452 cites W113489683 @default.
- W2041065452 cites W119092249 @default.
- W2041065452 cites W1480023663 @default.
- W2041065452 cites W1514502522 @default.
- W2041065452 cites W1527376026 @default.
- W2041065452 cites W1530236363 @default.
- W2041065452 cites W1541648685 @default.
- W2041065452 cites W1549872659 @default.
- W2041065452 cites W1552124635 @default.
- W2041065452 cites W1561955989 @default.
- W2041065452 cites W1570082825 @default.
- W2041065452 cites W1570286060 @default.
- W2041065452 cites W1593431730 @default.
- W2041065452 cites W1596324102 @default.
- W2041065452 cites W1602576879 @default.
- W2041065452 cites W1625504505 @default.
- W2041065452 cites W1978304080 @default.
- W2041065452 cites W200076328 @default.
- W2041065452 cites W2008906462 @default.
- W2041065452 cites W2009623327 @default.
- W2041065452 cites W2015071685 @default.
- W2041065452 cites W2024918569 @default.
- W2041065452 cites W2041289621 @default.
- W2041065452 cites W2058649172 @default.
- W2041065452 cites W2063990820 @default.
- W2041065452 cites W2078930585 @default.
- W2041065452 cites W2092539663 @default.
- W2041065452 cites W2103537992 @default.
- W2041065452 cites W2112081648 @default.
- W2041065452 cites W2128420091 @default.
- W2041065452 cites W2132513611 @default.
- W2041065452 cites W2133816133 @default.
- W2041065452 cites W2143075689 @default.
- W2041065452 cites W2146209196 @default.
- W2041065452 cites W2151123276 @default.
- W2041065452 cites W2153177979 @default.
- W2041065452 cites W2179816675 @default.
- W2041065452 cites W229019754 @default.
- W2041065452 cites W2562821714 @default.
- W2041065452 cites W26825469 @default.
- W2041065452 cites W2894813436 @default.
- W2041065452 cites W2915007872 @default.
- W2041065452 cites W3022593335 @default.
- W2041065452 cites W401829027 @default.
- W2041065452 cites W595233188 @default.
- W2041065452 doi "https://doi.org/10.1016/0004-3702(94)90101-5" @default.
- W2041065452 hasPublicationYear "1994" @default.
- W2041065452 type Work @default.
- W2041065452 sameAs 2041065452 @default.
- W2041065452 citedByCount "6" @default.
- W2041065452 crossrefType "journal-article" @default.
- W2041065452 hasAuthorship W2041065452A5013333779 @default.
- W2041065452 hasAuthorship W2041065452A5033702896 @default.
- W2041065452 hasConcept C119857082 @default.
- W2041065452 hasConcept C154945302 @default.
- W2041065452 hasConcept C173801870 @default.
- W2041065452 hasConcept C41008148 @default.
- W2041065452 hasConcept C4554734 @default.
- W2041065452 hasConcept C49937458 @default.
- W2041065452 hasConceptScore W2041065452C119857082 @default.
- W2041065452 hasConceptScore W2041065452C154945302 @default.
- W2041065452 hasConceptScore W2041065452C173801870 @default.
- W2041065452 hasConceptScore W2041065452C41008148 @default.
- W2041065452 hasConceptScore W2041065452C4554734 @default.
- W2041065452 hasConceptScore W2041065452C49937458 @default.
- W2041065452 hasLocation W20410654521 @default.
- W2041065452 hasOpenAccess W2041065452 @default.
- W2041065452 hasPrimaryLocation W20410654521 @default.
- W2041065452 hasRelatedWork W1498666944 @default.
- W2041065452 hasRelatedWork W1539082303 @default.
- W2041065452 hasRelatedWork W186540884 @default.
- W2041065452 hasRelatedWork W1942819823 @default.
- W2041065452 hasRelatedWork W1994188333 @default.
- W2041065452 hasRelatedWork W1997400312 @default.
- W2041065452 hasRelatedWork W2021983189 @default.
- W2041065452 hasRelatedWork W2041738807 @default.
- W2041065452 hasRelatedWork W2046465357 @default.
- W2041065452 hasRelatedWork W2067342076 @default.
- W2041065452 hasRelatedWork W2089342541 @default.
- W2041065452 hasRelatedWork W2098669174 @default.
- W2041065452 hasRelatedWork W2099321136 @default.
- W2041065452 hasRelatedWork W2133893320 @default.
- W2041065452 hasRelatedWork W2141663314 @default.
- W2041065452 hasRelatedWork W2150199218 @default.
- W2041065452 hasRelatedWork W2403625827 @default.
- W2041065452 hasRelatedWork W2903719939 @default.
- W2041065452 hasRelatedWork W3112139235 @default.
- W2041065452 hasRelatedWork W50262326 @default.
- W2041065452 isParatext "false" @default.
- W2041065452 isRetracted "false" @default.
- W2041065452 magId "2041065452" @default.
- W2041065452 workType "article" @default.