Matches in SemOpenAlex for { <https://semopenalex.org/work/W1995207816> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W1995207816 abstract "Malaysian medicinal plants may be abundant natural resources but there has not been much research done on preserving the knowledge of these medicinal plants which enables general public to know the leaf using computing capability. Therefore, in this preliminary study, a novel framework in order to identify and classify tropical medicinal plants in Malaysia based on the extracted patterns from the leaf is presented. The extracted patterns from medicinal plant leaf are obtained based on several angle features. However, the extracted features create quite large number of attributes (features), thus degrade the performance most of the classifiers. Thus, a feature selection is applied to leaf data and to investigate whether the performance of a classifier can be improved. Wrapper based genetic algorithm (GA) feature selection is used to select the features and the ensemble classifier called Direct Ensemble Classifier for Imbalanced Multiclass Learning (DECIML) is used as a classifier. The performance of the feature selection is compared with two feature selections from Weka. In the experiment, five species of Malaysian medicinal plants are identified and classified in which will be represented by using 65 images. This study is important in order to assist local community to utilize the knowledge and application of Malaysian medicinal plants for future generation." @default.
- W1995207816 created "2016-06-24" @default.
- W1995207816 creator A5038733651 @default.
- W1995207816 creator A5084298478 @default.
- W1995207816 date "2014-08-01" @default.
- W1995207816 modified "2023-10-08" @default.
- W1995207816 title "Feature selection for Malaysian medicinal plant leaf shape identification and classification" @default.
- W1995207816 cites W1531102219 @default.
- W1995207816 cites W1561161063 @default.
- W1995207816 cites W1570052007 @default.
- W1995207816 cites W1593061064 @default.
- W1995207816 cites W2003034608 @default.
- W1995207816 cites W2003868635 @default.
- W1995207816 cites W2045947690 @default.
- W1995207816 cites W2057627153 @default.
- W1995207816 cites W2070808135 @default.
- W1995207816 cites W2098158416 @default.
- W1995207816 cites W2098205315 @default.
- W1995207816 cites W2099005307 @default.
- W1995207816 cites W2099125733 @default.
- W1995207816 cites W2102115819 @default.
- W1995207816 cites W2106296294 @default.
- W1995207816 cites W2119387367 @default.
- W1995207816 cites W2121305270 @default.
- W1995207816 cites W2134055714 @default.
- W1995207816 cites W2137468573 @default.
- W1995207816 cites W2138283690 @default.
- W1995207816 cites W2146364193 @default.
- W1995207816 doi "https://doi.org/10.1109/iccst.2014.7045183" @default.
- W1995207816 hasPublicationYear "2014" @default.
- W1995207816 type Work @default.
- W1995207816 sameAs 1995207816 @default.
- W1995207816 citedByCount "9" @default.
- W1995207816 countsByYear W19952078162017 @default.
- W1995207816 countsByYear W19952078162018 @default.
- W1995207816 countsByYear W19952078162019 @default.
- W1995207816 countsByYear W19952078162020 @default.
- W1995207816 countsByYear W19952078162022 @default.
- W1995207816 crossrefType "proceedings-article" @default.
- W1995207816 hasAuthorship W1995207816A5038733651 @default.
- W1995207816 hasAuthorship W1995207816A5084298478 @default.
- W1995207816 hasConcept C116834253 @default.
- W1995207816 hasConcept C148483581 @default.
- W1995207816 hasConcept C153180895 @default.
- W1995207816 hasConcept C154945302 @default.
- W1995207816 hasConcept C2776091240 @default.
- W1995207816 hasConcept C2779158651 @default.
- W1995207816 hasConcept C41008148 @default.
- W1995207816 hasConcept C52622490 @default.
- W1995207816 hasConcept C59822182 @default.
- W1995207816 hasConcept C81917197 @default.
- W1995207816 hasConcept C86803240 @default.
- W1995207816 hasConceptScore W1995207816C116834253 @default.
- W1995207816 hasConceptScore W1995207816C148483581 @default.
- W1995207816 hasConceptScore W1995207816C153180895 @default.
- W1995207816 hasConceptScore W1995207816C154945302 @default.
- W1995207816 hasConceptScore W1995207816C2776091240 @default.
- W1995207816 hasConceptScore W1995207816C2779158651 @default.
- W1995207816 hasConceptScore W1995207816C41008148 @default.
- W1995207816 hasConceptScore W1995207816C52622490 @default.
- W1995207816 hasConceptScore W1995207816C59822182 @default.
- W1995207816 hasConceptScore W1995207816C81917197 @default.
- W1995207816 hasConceptScore W1995207816C86803240 @default.
- W1995207816 hasLocation W19952078161 @default.
- W1995207816 hasOpenAccess W1995207816 @default.
- W1995207816 hasPrimaryLocation W19952078161 @default.
- W1995207816 hasRelatedWork W2022684485 @default.
- W1995207816 hasRelatedWork W2146076056 @default.
- W1995207816 hasRelatedWork W2314710578 @default.
- W1995207816 hasRelatedWork W2592385986 @default.
- W1995207816 hasRelatedWork W2699360047 @default.
- W1995207816 hasRelatedWork W2811390910 @default.
- W1995207816 hasRelatedWork W3160619462 @default.
- W1995207816 hasRelatedWork W3185455591 @default.
- W1995207816 hasRelatedWork W4307883119 @default.
- W1995207816 hasRelatedWork W2345184372 @default.
- W1995207816 isParatext "false" @default.
- W1995207816 isRetracted "false" @default.
- W1995207816 magId "1995207816" @default.
- W1995207816 workType "article" @default.