Matches in SemOpenAlex for { <https://semopenalex.org/work/W1968904042> ?p ?o ?g. }
- W1968904042 endingPage "3002" @default.
- W1968904042 startingPage "2992" @default.
- W1968904042 abstract "Recent years, various information theoretic based measurements have been proposed to remove redundant features from high-dimensional data set as many as possible. However, most traditional Information-theoretic based selectors will ignore some features which have strong discriminatory power as a group but are weak as individuals. To cope with this problem, this paper introduces a cooperative game theory based framework to evaluate the power of each feature. The power can be served as a metric of the importance of each feature according to the intricate and intrinsic interrelation among features. Then a general filter feature selection scheme is presented based on the introduced framework to handle the feature selection problem. To verify the effectiveness of our method, experimental comparisons with several other existing feature selection methods on fifteen UCI data sets are carried out using four typical classifiers. The results show that the proposed algorithm achieves better results than other methods in most cases." @default.
- W1968904042 created "2016-06-24" @default.
- W1968904042 creator A5004586807 @default.
- W1968904042 creator A5010742952 @default.
- W1968904042 creator A5015182080 @default.
- W1968904042 creator A5020068277 @default.
- W1968904042 creator A5023765536 @default.
- W1968904042 creator A5024138459 @default.
- W1968904042 date "2012-08-01" @default.
- W1968904042 modified "2023-10-18" @default.
- W1968904042 title "Feature evaluation and selection with cooperative game theory" @default.
- W1968904042 cites W1500895378 @default.
- W1968904042 cites W1581426664 @default.
- W1968904042 cites W1583700199 @default.
- W1968904042 cites W1808644423 @default.
- W1968904042 cites W1968072716 @default.
- W1968904042 cites W1971559392 @default.
- W1968904042 cites W1991622368 @default.
- W1968904042 cites W2004068299 @default.
- W1968904042 cites W2008794359 @default.
- W1968904042 cites W2017337590 @default.
- W1968904042 cites W2029307344 @default.
- W1968904042 cites W2037575202 @default.
- W1968904042 cites W2038118025 @default.
- W1968904042 cites W2038567802 @default.
- W1968904042 cites W2049192244 @default.
- W1968904042 cites W2050442480 @default.
- W1968904042 cites W2052286803 @default.
- W1968904042 cites W2076384720 @default.
- W1968904042 cites W2076428881 @default.
- W1968904042 cites W2077922582 @default.
- W1968904042 cites W2082173396 @default.
- W1968904042 cites W2083528810 @default.
- W1968904042 cites W2098093602 @default.
- W1968904042 cites W2098584485 @default.
- W1968904042 cites W2102708620 @default.
- W1968904042 cites W2102831150 @default.
- W1968904042 cites W2107014760 @default.
- W1968904042 cites W2109508799 @default.
- W1968904042 cites W2117100923 @default.
- W1968904042 cites W2119387367 @default.
- W1968904042 cites W2134478553 @default.
- W1968904042 cites W2142827986 @default.
- W1968904042 cites W2142835304 @default.
- W1968904042 cites W2143426320 @default.
- W1968904042 cites W2149772057 @default.
- W1968904042 cites W2150747245 @default.
- W1968904042 cites W2154053567 @default.
- W1968904042 cites W2154225404 @default.
- W1968904042 cites W2168523997 @default.
- W1968904042 cites W2169038408 @default.
- W1968904042 doi "https://doi.org/10.1016/j.patcog.2012.02.001" @default.
- W1968904042 hasPublicationYear "2012" @default.
- W1968904042 type Work @default.
- W1968904042 sameAs 1968904042 @default.
- W1968904042 citedByCount "78" @default.
- W1968904042 countsByYear W19689040422012 @default.
- W1968904042 countsByYear W19689040422013 @default.
- W1968904042 countsByYear W19689040422014 @default.
- W1968904042 countsByYear W19689040422015 @default.
- W1968904042 countsByYear W19689040422016 @default.
- W1968904042 countsByYear W19689040422017 @default.
- W1968904042 countsByYear W19689040422018 @default.
- W1968904042 countsByYear W19689040422019 @default.
- W1968904042 countsByYear W19689040422020 @default.
- W1968904042 countsByYear W19689040422021 @default.
- W1968904042 countsByYear W19689040422022 @default.
- W1968904042 countsByYear W19689040422023 @default.
- W1968904042 crossrefType "journal-article" @default.
- W1968904042 hasAuthorship W1968904042A5004586807 @default.
- W1968904042 hasAuthorship W1968904042A5010742952 @default.
- W1968904042 hasAuthorship W1968904042A5015182080 @default.
- W1968904042 hasAuthorship W1968904042A5020068277 @default.
- W1968904042 hasAuthorship W1968904042A5023765536 @default.
- W1968904042 hasAuthorship W1968904042A5024138459 @default.
- W1968904042 hasConcept C106131492 @default.
- W1968904042 hasConcept C119857082 @default.
- W1968904042 hasConcept C121332964 @default.
- W1968904042 hasConcept C124101348 @default.
- W1968904042 hasConcept C127413603 @default.
- W1968904042 hasConcept C134306372 @default.
- W1968904042 hasConcept C138885662 @default.
- W1968904042 hasConcept C148483581 @default.
- W1968904042 hasConcept C153180895 @default.
- W1968904042 hasConcept C154945302 @default.
- W1968904042 hasConcept C163258240 @default.
- W1968904042 hasConcept C176217482 @default.
- W1968904042 hasConcept C177264268 @default.
- W1968904042 hasConcept C199360897 @default.
- W1968904042 hasConcept C21547014 @default.
- W1968904042 hasConcept C2776401178 @default.
- W1968904042 hasConcept C31972630 @default.
- W1968904042 hasConcept C33923547 @default.
- W1968904042 hasConcept C41008148 @default.
- W1968904042 hasConcept C41895202 @default.
- W1968904042 hasConcept C62520636 @default.
- W1968904042 hasConcept C77618280 @default.
- W1968904042 hasConcept C81917197 @default.