Matches in SemOpenAlex for { <https://semopenalex.org/work/W1966145696> ?p ?o ?g. }
- W1966145696 endingPage "63" @default.
- W1966145696 startingPage "43" @default.
- W1966145696 abstract "This paper presents a method for classifying cerebrospinal fluid (CSF) samples studied by proton magnetic resonance spectroscopy (H1 MRS) into clinical subgroups by means of a fuzzy classifier. The method focuses on the analysis of a low signal-to-noise region of the spectra and is designed to use a small number of samples because sampling can only be done through an invasive technique. The proposed method involves the fusion of classifiers based on decision trees designed using fuzzy techniques. The fusion step was carried out by ordered weighted averaging (OWA) operators. The quality of the proposed classifier was evaluated by efficiency and robustness quality indexes using a method based on a cross-validation technique. Results show excellent classification levels and satisfactory robustness in both training and test sets." @default.
- W1966145696 created "2016-06-24" @default.
- W1966145696 creator A5010963450 @default.
- W1966145696 creator A5036194272 @default.
- W1966145696 creator A5041776093 @default.
- W1966145696 creator A5063275381 @default.
- W1966145696 creator A5069723510 @default.
- W1966145696 creator A5091751427 @default.
- W1966145696 date "2011-05-01" @default.
- W1966145696 modified "2023-10-18" @default.
- W1966145696 title "Decision tree based fuzzy classifier of magnetic resonance spectra from cerebrospinal fluid samples" @default.
- W1966145696 cites W1961111145 @default.
- W1966145696 cites W1973765063 @default.
- W1966145696 cites W1975751720 @default.
- W1966145696 cites W1983624870 @default.
- W1966145696 cites W1992850958 @default.
- W1966145696 cites W1995969944 @default.
- W1966145696 cites W2000687576 @default.
- W1966145696 cites W2004195154 @default.
- W1966145696 cites W2006317993 @default.
- W1966145696 cites W2008111664 @default.
- W1966145696 cites W2010067901 @default.
- W1966145696 cites W2015005801 @default.
- W1966145696 cites W2015075759 @default.
- W1966145696 cites W2018219757 @default.
- W1966145696 cites W2045371359 @default.
- W1966145696 cites W2045400477 @default.
- W1966145696 cites W2054788007 @default.
- W1966145696 cites W2059368446 @default.
- W1966145696 cites W2074679450 @default.
- W1966145696 cites W2084332644 @default.
- W1966145696 cites W2092061636 @default.
- W1966145696 cites W2111288568 @default.
- W1966145696 cites W2114390083 @default.
- W1966145696 cites W2119475352 @default.
- W1966145696 cites W2123199310 @default.
- W1966145696 cites W2125283600 @default.
- W1966145696 cites W2126500263 @default.
- W1966145696 cites W2127894726 @default.
- W1966145696 cites W2130466489 @default.
- W1966145696 cites W2133990480 @default.
- W1966145696 cites W2135514714 @default.
- W1966145696 cites W2142827986 @default.
- W1966145696 cites W2148011138 @default.
- W1966145696 cites W2148239836 @default.
- W1966145696 cites W2152943128 @default.
- W1966145696 cites W2153409386 @default.
- W1966145696 cites W2162234389 @default.
- W1966145696 cites W2394783184 @default.
- W1966145696 cites W2911964244 @default.
- W1966145696 cites W4236137412 @default.
- W1966145696 doi "https://doi.org/10.1016/j.fss.2011.01.003" @default.
- W1966145696 hasPublicationYear "2011" @default.
- W1966145696 type Work @default.
- W1966145696 sameAs 1966145696 @default.
- W1966145696 citedByCount "7" @default.
- W1966145696 countsByYear W19661456962012 @default.
- W1966145696 countsByYear W19661456962013 @default.
- W1966145696 countsByYear W19661456962015 @default.
- W1966145696 countsByYear W19661456962020 @default.
- W1966145696 countsByYear W19661456962023 @default.
- W1966145696 crossrefType "journal-article" @default.
- W1966145696 hasAuthorship W1966145696A5010963450 @default.
- W1966145696 hasAuthorship W1966145696A5036194272 @default.
- W1966145696 hasAuthorship W1966145696A5041776093 @default.
- W1966145696 hasAuthorship W1966145696A5063275381 @default.
- W1966145696 hasAuthorship W1966145696A5069723510 @default.
- W1966145696 hasAuthorship W1966145696A5091751427 @default.
- W1966145696 hasConcept C121332964 @default.
- W1966145696 hasConcept C126838900 @default.
- W1966145696 hasConcept C1276947 @default.
- W1966145696 hasConcept C142724271 @default.
- W1966145696 hasConcept C143409427 @default.
- W1966145696 hasConcept C153180895 @default.
- W1966145696 hasConcept C154945302 @default.
- W1966145696 hasConcept C2779651940 @default.
- W1966145696 hasConcept C33923547 @default.
- W1966145696 hasConcept C41008148 @default.
- W1966145696 hasConcept C4839761 @default.
- W1966145696 hasConcept C58166 @default.
- W1966145696 hasConcept C71924100 @default.
- W1966145696 hasConcept C84525736 @default.
- W1966145696 hasConcept C95623464 @default.
- W1966145696 hasConceptScore W1966145696C121332964 @default.
- W1966145696 hasConceptScore W1966145696C126838900 @default.
- W1966145696 hasConceptScore W1966145696C1276947 @default.
- W1966145696 hasConceptScore W1966145696C142724271 @default.
- W1966145696 hasConceptScore W1966145696C143409427 @default.
- W1966145696 hasConceptScore W1966145696C153180895 @default.
- W1966145696 hasConceptScore W1966145696C154945302 @default.
- W1966145696 hasConceptScore W1966145696C2779651940 @default.
- W1966145696 hasConceptScore W1966145696C33923547 @default.
- W1966145696 hasConceptScore W1966145696C41008148 @default.
- W1966145696 hasConceptScore W1966145696C4839761 @default.
- W1966145696 hasConceptScore W1966145696C58166 @default.
- W1966145696 hasConceptScore W1966145696C71924100 @default.
- W1966145696 hasConceptScore W1966145696C84525736 @default.
- W1966145696 hasConceptScore W1966145696C95623464 @default.