FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3157657823> ?p ?o ?g. }

• W3157657823 endingPage "4567" @default.
• W3157657823 startingPage "4554" @default.
• W3157657823 abstract "Feature selection is a basic task for pattern recognition and classification. It enhances the performance of the classification algorithms with the help of removing the redundant features. Thanks to eliminating irrelevant features, the computational time is decreased. Thus, intensive works have been carried out in this area. This paper proposes a new standard error-based artificial bee colony (SEABC) algorithm for the feature selection problem, which is developed by integrating standard error-based new solution search mechanisms into the original artificial bee colony algorithm. The SEABC algorithm is used for feature selection. Shannon entropy function is used to serve as the objective function of the SEABC algorithm. Thirteen datasets are used from UCI machine learning datasets. Features are selected according to Shannon conditional entropy values and then a threshold process is implemented to find their best relevant subset. Support Vector Machines (SVMs) and k-Nearest Neighbor (KNN) are used as the optimal classifiers. The proposed SEABC algorithm is compared with genetic algorithm (GA), particle swarm optimization (PSO), ABC, improved ABC (I-ABC), Gbest-guided ABC (GABC), and PS-ABC algorithms. In general, it is observed that the SEABC algorithm achieves better classification results than other well-known algorithms." @default.
• W3157657823 created "2021-05-10" @default.
• W3157657823 creator A5071642067 @default.
• W3157657823 date "2022-07-01" @default.
• W3157657823 modified "2023-10-18" @default.
• W3157657823 title "A new standard error based artificial bee colony algorithm and its applications in feature selection" @default.
• W3157657823 cites W1044919269 @default.
• W3157657823 cites W1543715688 @default.
• W3157657823 cites W1751255324 @default.
• W3157657823 cites W1963763787 @default.
• W3157657823 cites W1965811262 @default.
• W3157657823 cites W1966566163 @default.
• W3157657823 cites W1967040415 @default.
• W3157657823 cites W1977042441 @default.
• W3157657823 cites W1991244466 @default.
• W3157657823 cites W1991713115 @default.
• W3157657823 cites W1993573509 @default.
• W3157657823 cites W1995386082 @default.
• W3157657823 cites W1995875735 @default.
• W3157657823 cites W2004373333 @default.
• W3157657823 cites W2013885787 @default.
• W3157657823 cites W2017337590 @default.
• W3157657823 cites W2024891254 @default.
• W3157657823 cites W2025484710 @default.
• W3157657823 cites W2037063559 @default.
• W3157657823 cites W2039537889 @default.
• W3157657823 cites W2050883594 @default.
• W3157657823 cites W2067085644 @default.
• W3157657823 cites W2068431618 @default.
• W3157657823 cites W2077655735 @default.
• W3157657823 cites W2083528810 @default.
• W3157657823 cites W2091255497 @default.
• W3157657823 cites W2092890616 @default.
• W3157657823 cites W2093010752 @default.
• W3157657823 cites W2096166399 @default.
• W3157657823 cites W2099016507 @default.
• W3157657823 cites W2100253618 @default.
• W3157657823 cites W2118578744 @default.
• W3157657823 cites W2122210511 @default.
• W3157657823 cites W2125213524 @default.
• W3157657823 cites W2130942354 @default.
• W3157657823 cites W2143426320 @default.
• W3157657823 cites W2154636369 @default.
• W3157657823 cites W2155765190 @default.
• W3157657823 cites W2162571797 @default.
• W3157657823 cites W2213289911 @default.
• W3157657823 cites W2287654067 @default.
• W3157657823 cites W2299646912 @default.
• W3157657823 cites W2351099164 @default.
• W3157657823 cites W2398981591 @default.
• W3157657823 cites W2411885377 @default.
• W3157657823 cites W2468718006 @default.
• W3157657823 cites W2508160469 @default.
• W3157657823 cites W2768306412 @default.
• W3157657823 cites W2790215293 @default.
• W3157657823 cites W2807875003 @default.
• W3157657823 cites W2913459039 @default.
• W3157657823 cites W2953877793 @default.
• W3157657823 cites W2996849375 @default.
• W3157657823 cites W2996901426 @default.
• W3157657823 cites W3004565805 @default.
• W3157657823 cites W3005582339 @default.
• W3157657823 cites W3024725167 @default.
• W3157657823 cites W3035932821 @default.
• W3157657823 cites W3036075185 @default.
• W3157657823 cites W3048412361 @default.
• W3157657823 cites W3082875022 @default.
• W3157657823 cites W3126852470 @default.
• W3157657823 cites W3132451580 @default.
• W3157657823 cites W351296582 @default.
• W3157657823 cites W4231702991 @default.
• W3157657823 cites W4241727697 @default.
• W3157657823 cites W565632004 @default.
• W3157657823 doi "https://doi.org/10.1016/j.jksuci.2021.04.010" @default.
• W3157657823 hasPublicationYear "2022" @default.
• W3157657823 type Work @default.
• W3157657823 sameAs 3157657823 @default.
• W3157657823 citedByCount "3" @default.
• W3157657823 countsByYear W31576578232022 @default.
• W3157657823 countsByYear W31576578232023 @default.
• W3157657823 crossrefType "journal-article" @default.
• W3157657823 hasAuthorship W3157657823A5071642067 @default.
• W3157657823 hasBestOaLocation W31576578231 @default.
• W3157657823 hasConcept C106301342 @default.
• W3157657823 hasConcept C113238511 @default.
• W3157657823 hasConcept C11413529 @default.
• W3157657823 hasConcept C119857082 @default.
• W3157657823 hasConcept C121332964 @default.
• W3157657823 hasConcept C12267149 @default.
• W3157657823 hasConcept C138885662 @default.
• W3157657823 hasConcept C148483581 @default.
• W3157657823 hasConcept C153180895 @default.
• W3157657823 hasConcept C154945302 @default.
• W3157657823 hasConcept C2776401178 @default.
• W3157657823 hasConcept C41008148 @default.
• W3157657823 hasConcept C41895202 @default.
• W3157657823 hasConcept C62520636 @default.
• W3157657823 hasConcept C81917197 @default.

• next