Online-Sensor-Drift-Compensation-Matlab-Code

Source codes for "Online Sensor Drift Compensation for E-Nose Systems Using Domain Adaptation and Extreme Learning Machine".

Description:

The source codes I just uploaded are for experimental purpose. Therefore, there is no demo script. For better understanding, each script contains a functionality description. So there should be no problem in using these files. Another thing is that I do write several experimental files, such as 'MainFrame_ODAELMS'. You can easily find them by just looking at their names.

Contact:

If you have any questions, please leave a message or contact me through email.

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
Data		Data
ToolFunctions		ToolFunctions
DAELMT.m		DAELMT.m
DAELM_TS.m		DAELM_TS.m
DA_GIUpdate.m		DA_GIUpdate.m
DatasourceFormat.m		DatasourceFormat.m
ELM_K.m		ELM_K.m
ELM_S.m		ELM_S.m
Exp Desc.docx		Exp Desc.docx
FormatTarget.m		FormatTarget.m
HOutput.m		HOutput.m
Int_CCMethod.m		Int_CCMethod.m
Int_DAELM.m		Int_DAELM.m
Int_DAELMS.m		Int_DAELMS.m
Int_DAELMS_Fix.m		Int_DAELMS_Fix.m
Int_DAELMS_Same.m		Int_DAELMS_Same.m
Int_DAELMT_Fix.m		Int_DAELMT_Fix.m
Int_DAELMT_Fix2.m		Int_DAELMT_Fix2.m
Int_DAELMT_Same.m		Int_DAELMT_Same.m
Int_DAELMT_Same2.m		Int_DAELMT_Same2.m
Int_ELM.m		Int_ELM.m
Int_ELM_Fix.m		Int_ELM_Fix.m
Int_ELM_K.m		Int_ELM_K.m
Int_ELM_Same.m		Int_ELM_Same.m
Int_Ensemble_ELM.m		Int_Ensemble_ELM.m
Int_Ensemble_ELM_Same.m		Int_Ensemble_ELM_Same.m
Int_Ensemble_SVM.m		Int_Ensemble_SVM.m
Int_Ensemble_SVM_Same.m		Int_Ensemble_SVM_Same.m
Int_LDA_Same.m		Int_LDA_Same.m
Int_ODAELMS.m		Int_ODAELMS.m
Int_ODAELMS_Fix.m		Int_ODAELMS_Fix.m
Int_ODAELMS_Same.m		Int_ODAELMS_Same.m
Int_ODAELMS_Same2.m		Int_ODAELMS_Same2.m
Int_ODAELMT.m		Int_ODAELMT.m
Int_ODAELMT_Fix.m		Int_ODAELMT_Fix.m
Int_ODAELMT_Same.m		Int_ODAELMT_Same.m
Int_ODAELMT_Same2.m		Int_ODAELMT_Same2.m
Int_OSELM.m		Int_OSELM.m
Int_RandomForest.m		Int_RandomForest.m
Int_RandomForest_Same.m		Int_RandomForest_Same.m
Int_SVM.m		Int_SVM.m
Int_SVM_Same.m		Int_SVM_Same.m
IntegratedExp.m		IntegratedExp.m
IntegratedExp_FixCircle.m		IntegratedExp_FixCircle.m
IntegratedExp_SameSequence.m		IntegratedExp_SameSequence.m
LIncUpdate.m		LIncUpdate.m
LIncUpdate2.m		LIncUpdate2.m
LoadData.m		LoadData.m
LoadFiles.m		LoadFiles.m
MainFrameTest.m		MainFrameTest.m
MainFrameV0.m		MainFrameV0.m
MainFrame_ODAELMS.m		MainFrame_ODAELMS.m
MainFrame_ODAELMT.m		MainFrame_ODAELMT.m
PSSA.m		PSSA.m
PostPorcessing_Results.m		PostPorcessing_Results.m
PostPorcessing_Results_Bar.m		PostPorcessing_Results_Bar.m
RBFfun.m		RBFfun.m
RBFun.m		RBFun.m
README.md		README.md
RandomizeELM.m		RandomizeELM.m
SRBFun.m		SRBFun.m
Setting1_B2.fig		Setting1_B2.fig
SigActFun.m		SigActFun.m
SinActFun.m		SinActFun.m
SourceIncUpdate.m		SourceIncUpdate.m
TestDAELMT.m		TestDAELMT.m
TestODAELMT.m		TestODAELMT.m
UnDecUpdate.m		UnDecUpdate.m
UnIncUpdate.m		UnIncUpdate.m
functionTest.m		functionTest.m
kenstone.m		kenstone.m
kernel_matrix.m		kernel_matrix.m

Alan5279/Online-Sensor-Drift-Compensation-Matlab-Code

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