Matches in SemOpenAlex for { <https://semopenalex.org/work/W2012315090> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W2012315090 endingPage "47" @default.
- W2012315090 startingPage "36" @default.
- W2012315090 abstract "This paper aims at automatic classification of power quality events using Wavelet Packet Transform (WPT) and Support Vector Machines (SVM). The features of the disturbance signals are extracted using WPT and given to the SVM for effective classification. Recent literature dealing with power quality establishes that support vector machine methods generally outperform traditional statistical and neural methods in classification problems involving power disturbance signals. However, the two vital issues namely the determination of the most appropriate feature subset and the model selection, if suitably addressed, could pave way for further improvement of their performances in terms of classification accuracy and computation time. This paper addresses these issues through a classification system using two optimization techniques, the genetic algorithms and simulated annealing. This system detects the best discriminative features and estimates the best SVM kernel parameters in a fully automatic way. Effectiveness of the proposed detection method is shown in comparison with the conventional parameter optimization methods discussed in literature like grid search method, neural classifiers like Probabilistic Neural Network (PNN), fuzzy k-nearest neighbor classifier (FkNN) and hence proved that the proposed method is reliable as it produces consistently better results." @default.
- W2012315090 created "2016-06-24" @default.
- W2012315090 creator A5062799188 @default.
- W2012315090 creator A5064912737 @default.
- W2012315090 creator A5085408269 @default.
- W2012315090 date "2012-02-01" @default.
- W2012315090 modified "2023-10-06" @default.
- W2012315090 title "Optimization techniques for improving power quality data mining using wavelet packet based support vector machine" @default.
- W2012315090 cites W1969167633 @default.
- W2012315090 cites W1969308522 @default.
- W2012315090 cites W1984965438 @default.
- W2012315090 cites W2020604746 @default.
- W2012315090 cites W2024060531 @default.
- W2012315090 cites W2057163688 @default.
- W2012315090 cites W2067063452 @default.
- W2012315090 cites W2105693855 @default.
- W2012315090 cites W2113391288 @default.
- W2012315090 cites W2116888160 @default.
- W2012315090 cites W2121967683 @default.
- W2012315090 cites W2123165030 @default.
- W2012315090 cites W2129751961 @default.
- W2012315090 cites W2156447271 @default.
- W2012315090 cites W2158996729 @default.
- W2012315090 cites W2164684831 @default.
- W2012315090 cites W2169318603 @default.
- W2012315090 cites W2170748639 @default.
- W2012315090 cites W2172000360 @default.
- W2012315090 cites W2492181757 @default.
- W2012315090 cites W4249354340 @default.
- W2012315090 doi "https://doi.org/10.1016/j.neucom.2011.08.010" @default.
- W2012315090 hasPublicationYear "2012" @default.
- W2012315090 type Work @default.
- W2012315090 sameAs 2012315090 @default.
- W2012315090 citedByCount "72" @default.
- W2012315090 countsByYear W20123150902013 @default.
- W2012315090 countsByYear W20123150902014 @default.
- W2012315090 countsByYear W20123150902015 @default.
- W2012315090 countsByYear W20123150902016 @default.
- W2012315090 countsByYear W20123150902017 @default.
- W2012315090 countsByYear W20123150902018 @default.
- W2012315090 countsByYear W20123150902019 @default.
- W2012315090 countsByYear W20123150902020 @default.
- W2012315090 countsByYear W20123150902021 @default.
- W2012315090 countsByYear W20123150902022 @default.
- W2012315090 countsByYear W20123150902023 @default.
- W2012315090 crossrefType "journal-article" @default.
- W2012315090 hasAuthorship W2012315090A5062799188 @default.
- W2012315090 hasAuthorship W2012315090A5064912737 @default.
- W2012315090 hasAuthorship W2012315090A5085408269 @default.
- W2012315090 hasConcept C119857082 @default.
- W2012315090 hasConcept C12267149 @default.
- W2012315090 hasConcept C124101348 @default.
- W2012315090 hasConcept C134342201 @default.
- W2012315090 hasConcept C148483581 @default.
- W2012315090 hasConcept C14948415 @default.
- W2012315090 hasConcept C153180895 @default.
- W2012315090 hasConcept C154945302 @default.
- W2012315090 hasConcept C175202392 @default.
- W2012315090 hasConcept C41008148 @default.
- W2012315090 hasConcept C50644808 @default.
- W2012315090 hasConcept C83665646 @default.
- W2012315090 hasConcept C97931131 @default.
- W2012315090 hasConceptScore W2012315090C119857082 @default.
- W2012315090 hasConceptScore W2012315090C12267149 @default.
- W2012315090 hasConceptScore W2012315090C124101348 @default.
- W2012315090 hasConceptScore W2012315090C134342201 @default.
- W2012315090 hasConceptScore W2012315090C148483581 @default.
- W2012315090 hasConceptScore W2012315090C14948415 @default.
- W2012315090 hasConceptScore W2012315090C153180895 @default.
- W2012315090 hasConceptScore W2012315090C154945302 @default.
- W2012315090 hasConceptScore W2012315090C175202392 @default.
- W2012315090 hasConceptScore W2012315090C41008148 @default.
- W2012315090 hasConceptScore W2012315090C50644808 @default.
- W2012315090 hasConceptScore W2012315090C83665646 @default.
- W2012315090 hasConceptScore W2012315090C97931131 @default.
- W2012315090 hasIssue "1" @default.
- W2012315090 hasLocation W20123150901 @default.
- W2012315090 hasOpenAccess W2012315090 @default.
- W2012315090 hasPrimaryLocation W20123150901 @default.
- W2012315090 hasRelatedWork W1461621550 @default.
- W2012315090 hasRelatedWork W1822476439 @default.
- W2012315090 hasRelatedWork W2020350089 @default.
- W2012315090 hasRelatedWork W2288895205 @default.
- W2012315090 hasRelatedWork W2374776489 @default.
- W2012315090 hasRelatedWork W2383110306 @default.
- W2012315090 hasRelatedWork W2735962158 @default.
- W2012315090 hasRelatedWork W2773500201 @default.
- W2012315090 hasRelatedWork W2187500075 @default.
- W2012315090 hasRelatedWork W2345184372 @default.
- W2012315090 hasVolume "77" @default.
- W2012315090 isParatext "false" @default.
- W2012315090 isRetracted "false" @default.
- W2012315090 magId "2012315090" @default.
- W2012315090 workType "article" @default.