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Part 1: Document Description
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Citation |
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Title: |
The source codes of WeScatterNet |
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Identification Number: |
doi:10.21979/N9/CX0PDV |
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Distributor: |
DR-NTU (Data) |
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Date of Distribution: |
2022-06-24 |
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Version: |
1 |
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Bibliographic Citation: |
Pratama, Mahardhika; Za'in, Choiru; Lughofer, Edwin; Pardede, Eric; Rahayu, D. A. P., 2022, "The source codes of WeScatterNet", https://doi.org/10.21979/N9/CX0PDV, DR-NTU (Data), V1 |
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Citation |
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Title: |
The source codes of WeScatterNet |
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Identification Number: |
doi:10.21979/N9/CX0PDV |
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Authoring Entity: |
Pratama, Mahardhika (Nanyang Technological University) |
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Za'in, Choiru (Nanyang Technological University) |
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Lughofer, Edwin (Nanyang Technological University) |
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Pardede, Eric (Nanyang Technological University) |
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Rahayu, D. A. P. (Nanyang Technological University) |
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Software used in Production: |
R |
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Grant Number: |
Tier 1 research grant |
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Grant Number: |
LCM — K2 Center for Symbiotic Mechatronics |
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Distributor: |
DR-NTU (Data) |
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Access Authority: |
Pratama, Mahardhika |
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Depositor: |
Pratama, Mahardhika |
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Date of Deposit: |
2022-05-12 |
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Holdings Information: |
https://doi.org/10.21979/N9/CX0PDV |
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Study Scope |
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Keywords: |
Computer and Information Science, Computer and Information Science, Fuzzy classifiers, Data streams, Concept drifts, Evolving fuzzy systems |
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Abstract: |
The source code of WeScatterNet " Scalable teacher forcing network for semi-supervised large scale data streams" |
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Kind of Data: |
code |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Other Study Description Materials |
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Related Publications |
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Citation |
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Identification Number: |
10.1016/j.ins.2021.06.075 |
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Bibliographic Citation: |
Pratama, M., Za’in, C., Lughofer, E., Pardede, E., & Rahayu, D. A. P. (2021). Scalable teacher forcing network for semi-supervised large scale data streams. Information Sciences, 576(C), 407–431. |
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A_Main_WeScatterNet.R |
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type/x-r-syntax |
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AStandardWithoutDone.R |
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type/x-r-syntax |
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calculateNetworkWeight.R |
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type/x-r-syntax |
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checkClassAppearance.R |
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type/x-r-syntax |
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createAugmentedData50percent.R |
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type/x-r-syntax |
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createAugmentedData.R |
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type/x-r-syntax |
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createDataNow.R |
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type/x-r-syntax |
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DriftDetection.R |
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type/x-r-syntax |
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generalSetting.R |
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type/x-r-syntax |
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getAccuracyMatrix.R |
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type/x-r-syntax |
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getcikpik.R |
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type/x-r-syntax |
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getcikpikUpgrade1.R |
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type/x-r-syntax |
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getcikpikUpgrade.R |
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type/x-r-syntax |
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getdisperrule.R |
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type/x-r-syntax |
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getEnsembleOutput.R |
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type/x-r-syntax |
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getLabel.R |
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type/x-r-syntax |
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getlambda.R |
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type/x-r-syntax |
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getlambda.R |
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type/x-r-syntax |
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getListRawOutput.R |
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type/x-r-syntax |
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getRandomSingleDataFromEachPartition.R |
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type/x-r-syntax |
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getScoreFromVarBiasForEachRule.R |
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type/x-r-syntax |
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getsignsigmarule.R |
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type/x-r-syntax |
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getsignsigmarule.R |
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type/x-r-syntax |
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getvarbias.R |
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type/x-r-syntax |
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.gitignore |
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application/octet-stream |
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LICENSE.md |
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text/markdown |
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loadDataset.R |
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type/x-r-syntax |
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LoadingData.R |
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type/x-r-syntax |
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meanstditer.R |
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type/x-r-syntax |
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otherFunc.R |
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type/x-r-syntax |
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README.md |
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text/markdown |
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runDriftDetection.R |
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type/x-r-syntax |
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runMerging.R |
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type/x-r-syntax |
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SingleComputingHEPMASS.R |
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type/x-r-syntax |
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SingleComputingHIGGS.R |
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type/x-r-syntax |
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SingleComputingSUSY.R |
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type/x-r-syntax |
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splittingMerging.R |
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type/x-r-syntax |
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Standard.R |
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type/x-r-syntax |
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TeacherForcing1.R |
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type/x-r-syntax |
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TeacherForcing2ForAugData.R |
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type/x-r-syntax |
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TestingTeacherForcing.R |
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type/x-r-syntax |
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TestingTeacherForcing.R |
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type/x-r-syntax |
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TestLocal.R |
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type/x-r-syntax |
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updatePopulationTimeStamp.R |
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type/x-r-syntax |
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updClassProportion.R |
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type/x-r-syntax |
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WeightCalculatorPANFIS.R |
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type/x-r-syntax |
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WeightUpdater.R |
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type/x-r-syntax |
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WeScatterNet.R |
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type/x-r-syntax |
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WeScatterNet.Rproj |
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application/octet-stream |