FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4379662190> ?p ?o ?g. }

• W4379662190 endingPage "105073" @default.
• W4379662190 startingPage "105073" @default.
• W4379662190 abstract "Feature selection (FS) is generally associated with the process of using a probabilistic method to select optimal feature combinations during pre-processing steps in data mining. This technique can optimize the datasets’ features that need to be considered to heighten the performance of classification on the grounds of the selected optimal feature set. In this paper, a hybridization model is evolved and applied to select the optimal feature subset based on a binary version of the Hybrid Memory Improved Chameleon Swarm Algorithm (CSA) (HMICSA) and the k-Nearest Neighbor (k-NN) classifier. In this FS model, the following are proposed and applied: (1) Four kinds of transfer functions, (2) Amendments to the velocity of the CSA’s individuals, (3) Addition of internal memory to the CSA’s individuals, and (4) Hybridization of CSA with Ali baba and the Forty Thieves (AFT) algorithm. These actions are aimed to strike an adequate equipoise between global exploration and local exploitation conducts of the search space of the basic CSA. This is to mitigate the problem of early convergence, and to sidestep trapping into a local optima in CSA. The efficacy of the proposed FS algorithm was evaluated on 24 medical diagnosis benchmark datasets collected from different specialized repositories and compared with other k-NN-based FS methods. The all-inclusive outcomes using various evaluation methods disclose the competence of the proposed method in augmenting the classification performance compared to other methods, ensuring its potential in scouting the feature space and designating the most useful features for classification tasks." @default.
• W4379662190 created "2023-06-08" @default.
• W4379662190 creator A5044306430 @default.
• W4379662190 creator A5077953024 @default.
• W4379662190 creator A5081678536 @default.
• W4379662190 creator A5085661326 @default.
• W4379662190 creator A5092108674 @default.
• W4379662190 date "2023-08-01" @default.
• W4379662190 modified "2023-10-01" @default.
• W4379662190 title "An improved hybrid chameleon swarm algorithm for feature selection in medical diagnosis" @default.
• W4379662190 cites W1981403533 @default.
• W4379662190 cites W2000621750 @default.
• W4379662190 cites W2008526771 @default.
• W4379662190 cites W2014802425 @default.
• W4379662190 cites W2040895929 @default.
• W4379662190 cites W2055631528 @default.
• W4379662190 cites W2118578744 @default.
• W4379662190 cites W2143043751 @default.
• W4379662190 cites W2150747245 @default.
• W4379662190 cites W2157487910 @default.
• W4379662190 cites W2272031392 @default.
• W4379662190 cites W2300857673 @default.
• W4379662190 cites W2520964758 @default.
• W4379662190 cites W2584571971 @default.
• W4379662190 cites W2811460725 @default.
• W4379662190 cites W2928048063 @default.
• W4379662190 cites W2937078632 @default.
• W4379662190 cites W2964498586 @default.
• W4379662190 cites W2982453064 @default.
• W4379662190 cites W3026649003 @default.
• W4379662190 cites W3036075185 @default.
• W4379662190 cites W3038780555 @default.
• W4379662190 cites W3039133387 @default.
• W4379662190 cites W3082049574 @default.
• W4379662190 cites W3082875022 @default.
• W4379662190 cites W3096523314 @default.
• W4379662190 cites W3097765205 @default.
• W4379662190 cites W3115407590 @default.
• W4379662190 cites W3131207985 @default.
• W4379662190 cites W3154890230 @default.
• W4379662190 cites W3166259017 @default.
• W4379662190 cites W3185050929 @default.
• W4379662190 cites W3185430200 @default.
• W4379662190 cites W3187846086 @default.
• W4379662190 cites W3206837846 @default.
• W4379662190 cites W3208510759 @default.
• W4379662190 cites W3209790225 @default.
• W4379662190 cites W4200538164 @default.
• W4379662190 cites W4221032146 @default.
• W4379662190 cites W4221057103 @default.
• W4379662190 cites W4233075389 @default.
• W4379662190 cites W4249247926 @default.
• W4379662190 cites W4281859813 @default.
• W4379662190 cites W752968074 @default.
• W4379662190 cites W873782400 @default.
• W4379662190 doi "https://doi.org/10.1016/j.bspc.2023.105073" @default.
• W4379662190 hasPublicationYear "2023" @default.
• W4379662190 type Work @default.
• W4379662190 citedByCount "4" @default.
• W4379662190 countsByYear W43796621902023 @default.
• W4379662190 crossrefType "journal-article" @default.
• W4379662190 hasAuthorship W4379662190A5044306430 @default.
• W4379662190 hasAuthorship W4379662190A5077953024 @default.
• W4379662190 hasAuthorship W4379662190A5081678536 @default.
• W4379662190 hasAuthorship W4379662190A5085661326 @default.
• W4379662190 hasAuthorship W4379662190A5092108674 @default.
• W4379662190 hasConcept C11413529 @default.
• W4379662190 hasConcept C119857082 @default.
• W4379662190 hasConcept C124101348 @default.
• W4379662190 hasConcept C13280743 @default.
• W4379662190 hasConcept C138885662 @default.
• W4379662190 hasConcept C141934464 @default.
• W4379662190 hasConcept C148483581 @default.
• W4379662190 hasConcept C153180895 @default.
• W4379662190 hasConcept C154945302 @default.
• W4379662190 hasConcept C181335050 @default.
• W4379662190 hasConcept C185798385 @default.
• W4379662190 hasConcept C205649164 @default.
• W4379662190 hasConcept C2776401178 @default.
• W4379662190 hasConcept C41008148 @default.
• W4379662190 hasConcept C41895202 @default.
• W4379662190 hasConcept C83665646 @default.
• W4379662190 hasConcept C95623464 @default.
• W4379662190 hasConceptScore W4379662190C11413529 @default.
• W4379662190 hasConceptScore W4379662190C119857082 @default.
• W4379662190 hasConceptScore W4379662190C124101348 @default.
• W4379662190 hasConceptScore W4379662190C13280743 @default.
• W4379662190 hasConceptScore W4379662190C138885662 @default.
• W4379662190 hasConceptScore W4379662190C141934464 @default.
• W4379662190 hasConceptScore W4379662190C148483581 @default.
• W4379662190 hasConceptScore W4379662190C153180895 @default.
• W4379662190 hasConceptScore W4379662190C154945302 @default.
• W4379662190 hasConceptScore W4379662190C181335050 @default.
• W4379662190 hasConceptScore W4379662190C185798385 @default.
• W4379662190 hasConceptScore W4379662190C205649164 @default.
• W4379662190 hasConceptScore W4379662190C2776401178 @default.
• W4379662190 hasConceptScore W4379662190C41008148 @default.
• W4379662190 hasConceptScore W4379662190C41895202 @default.

• next