Uses of Interface
adams.core.TechnicalInformationHandler
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Uses of TechnicalInformationHandler in adams.core
Classes in adams.core that implement TechnicalInformationHandler Modifier and Type Class Description classDateFormatA threadsafe class for date formatting/parsing. -
Uses of TechnicalInformationHandler in adams.data.autocorrelation
Classes in adams.data.autocorrelation that implement TechnicalInformationHandler Modifier and Type Class Description classBruteForceUses brute force approach to autocorrelation.
For more information see:
WikiPedia.classFFTUses FFT approach to autocorrelation.
For more information see:
WikiPedia. -
Uses of TechnicalInformationHandler in adams.data.binning.algorithm
Classes in adams.data.binning.algorithm that implement TechnicalInformationHandler Modifier and Type Class Description classDensityBinningPerforms density-based binning.classFreedmanDiaconisChoiceBinningThe Freedman-Diaconis' choice is based on the interquartile range.classFrequencyBinningPerforms frequency binning.classRiceRuleBinningThe Rice Rule is presented as a simple alternative to Sturges's rule.classScottsNormalReferenceRuleBinningScott's normal reference rule is optimal for random samples of normally distributed data, in the sense that it minimizes the integrated mean squared error of the density estimate.classSquareRootChoiceBinningTakes the square root of the number of data points in the sample used by Excel histograms and many others) and rounds to the next integer.classSturgesFormulaBinningSturges' formula is derived from a binomial distribution and implicitly assumes an approximately normal distribution. -
Uses of TechnicalInformationHandler in adams.data.boofcv.features
Classes in adams.data.boofcv.features that implement TechnicalInformationHandler Modifier and Type Class Description classOtsuComputes the variance based threshold using Otsu's method from an input image (gray scale; boofcv.struct.image.GrayU8).
For more information see:
WikiPedia. -
Uses of TechnicalInformationHandler in adams.data.boofcv.transformer
Classes in adams.data.boofcv.transformer that implement TechnicalInformationHandler Modifier and Type Class Description classCannyEdgeDetectionPerforms edge detection using the Canny Edge detection algorithm.
For more information on the algorithm, see:
WikiPedia. -
Uses of TechnicalInformationHandler in adams.data.conversion
Classes in adams.data.conversion that implement TechnicalInformationHandler Modifier and Type Class Description classTimeToStringTurns a number representing milli-seconds since 1970 (Java date) into a String.
For more information on formatting the date, see:
Javadoc. java.text.SimpleDateFormat. -
Uses of TechnicalInformationHandler in adams.data.filter
Classes in adams.data.filter that implement TechnicalInformationHandler Modifier and Type Class Description classAbstractFastWavelet<T extends DataContainer>Abstract ancestor for Wavelet filters based on the JSci library.classAbstractFFT<T extends DataContainer>Abstract ancestor for Fast Fourier Transform filters based on the JSci library.classAbstractLOWESS<T extends DataContainer>Abstract ancestor for LOWESS filters.classAbstractSavitzkyGolay<T extends DataContainer>Abstract ancestor for Savitzky-Golay filters.classAbstractSAX<T extends DataContainer>Ancestor for SAX filters.classAbstractSimpleSavitzkyGolay<T extends DataContainer>Abstract ancestor for simple Savitzky-Golay filters.classTimeseriesFastWaveletA filter that transforms the data with a wavelet.
For more information see:
(2009).classTimeseriesFFTA filter that transforms the data with Fast Fourier Transform.
For more information see:
Mark Hale (2009).classTimeseriesLOWESSA filter that applies LOWESS smoothing.
For more information see:
WikiPedia.classTimeseriesSavitzkyGolayA filter that applies Savitzky-Golay smoothing.
For more information see:
A.classTimeseriesSAXPerforms Symbolic Aggregate approXimation (SAX).
The data must be normalized using adams.data.filter.RowNorm beforehand.
For more information see:
Chiu, B., Keogh, E., Lonardi, S. (2003). -
Uses of TechnicalInformationHandler in adams.data.image.transformer.whitebalance
Classes in adams.data.image.transformer.whitebalance that implement TechnicalInformationHandler Modifier and Type Class Description classGIMPUses the algorithm for white balancing as used by GIMP.
The White Balance command automatically adjusts the colors by stretching the Red, Green and Blue channels separately.classGrayWorldBasic algorithm that incorporates the Gray World assumption, which argues that the average reflectance of scene is achromatic.classWhitePatchBasic algorithm that is based on the Retinex theory of visual color constancy, which argues that perceived white is associated with the maximum cone signals. -
Uses of TechnicalInformationHandler in adams.data.instancesanalysis.pls
Classes in adams.data.instancesanalysis.pls that implement TechnicalInformationHandler Modifier and Type Class Description classAbstractMultiClassPLSAncestor for schemes that predict multiple classes.classAbstractPLSAncestor for PLS implementations.classAbstractSingleClassPLSAncestor for schemes that predict a single class.classDIPLSDomain Invariant Partial Least Squares (DIPLS).
For more information see:
Ramin Nikzad-Langerodi, Werner Zellinger, Edwin Lughofer,, Susanne Saminger-Platz.classKernelPLSKernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space
For more information see:
Roman Rosipal, Leonard J.classNIPALSNonlinear Iterative Partial Least Squares (NIPALS).
For more information see:
scikit-learn.classOPLSOrthogonal Projections to latent structures (O-PLS).
For more informatio see:
Johan Trygg, Svante Wold (2001).classPLS1Implementation of PLS1 algorithm.
For more information see:
Tormod Naes, Tomas Isaksson, Tom Fearn, Tony Davies (2002).classPRMPartial robust M-regression (PRM).
For more information see:
Sven Serneels, Christophe Croux, Peter Filzmoser, Pierre J.Van Espen (2005).classSIMPLSImplementation of SIMPLS algorithm.
Available matrices: W, B
For more information see:
Tormod Naes, Tomas Isaksson, Tom Fearn, Tony Davies (2002).classSparsePLSNonlinear Iterative Partial Least Squares (SparsePLS).
Automatically standardizes X and Y internally.
For more information see:
Chun H, Keles S. (2010).classVCPLSVariance constrained partial least squares.
For more information see:
Xiubao Jiang, Xinge You, Shujian Yu, Dacheng Tao, C.L. -
Uses of TechnicalInformationHandler in adams.data.lire.features
Classes in adams.data.lire.features that implement TechnicalInformationHandler Modifier and Type Class Description classAutoColorCorrelogramGenerates features using net.semanticmetadata.lire.imageanalysis.features.global.AutoColorCorrelogram.
For more information on the LIRE project, see:
http://www.lire-project.net/
For more information see:
Huang, J.; Kumar, S.classCEDDGenerates features using net.semanticmetadata.lire.imageanalysis.features.global.CEDD.
For more information, see:
Savvas A.classFCTHGenerates features using net.semanticmetadata.lire.imageanalysis.features.global.FCTH.
For more information, see:
Savvas A.classFuzzyOpponentHistogramGenerates features using net.semanticmetadata.lire.imageanalysis.features.global.FuzzyOpponentHistogram.
For more information, see:
van de Sande, K.E.A., Gevers, T., Snoek, C.G.M. (2010).classJointHistogramGenerates features using net.semanticmetadata.lire.imageanalysis.features.global.joint.JointHistogram.
For more information, see:
Mathias Lux, Savvas A.classLocalBinaryPatternsAndOpponentGenerates features using net.semanticmetadata.lire.imageanalysis.features.global.joint.LocalBinaryPatternsAndOpponent.
For more information, see:
Mathias Lux, Savvas A.classOpponentHistogramGenerates features using net.semanticmetadata.lire.imageanalysis.features.global.OpponentHistogram.
For more information, see:
van de Sande, K.E.A., Gevers, T., Snoek, C.G.M. (2010).classPHOGGenerates features using net.semanticmetadata.lire.imageanalysis.features.global.PHOG.
For more information, see:
Anna Bosch, Andrew Zisserman & Xavier Munoz: Representing shape with a spatial pyramid kernel.classRankAndOpponentGenerates features using net.semanticmetadata.lire.imageanalysis.features.global.joint.RankAndOpponent.
For more information, see:
Mathias Lux, Savvas A.classSimpleCentristGenerates features using net.semanticmetadata.lire.imageanalysis.features.global.centrist.SimpleCentrist.
For more information, see:
Jianxin Wu; Rehg, J.M. (2011).classSpatialPyramidAutoColorCorrelogramGenerates features using net.semanticmetadata.lire.imageanalysis.features.global.spatialpyramid.SPACC.
For more information, see:
Mathias Lux, Savvas A.classSpatialPyramidCEDDGenerates features using net.semanticmetadata.lire.imageanalysis.features.global.spatialpyramid.SPCEDD.
For more information, see:
Savvas A.classSpatialPyramidCentristGenerates features using net.semanticmetadata.lire.imageanalysis.features.global.centrist.SpatialPyramidCentrist.
For more information, see:
Jianxin Wu; Rehg, J.M. (2011).classSpatialPyramidFCTHGenerates features using net.semanticmetadata.lire.imageanalysis.features.global.spatialpyramid.SPFCTH.
For more information, see:
Savvas A. -
Uses of TechnicalInformationHandler in adams.data.smoothing
Classes in adams.data.smoothing that implement TechnicalInformationHandler Modifier and Type Class Description classAbstractLOWESSBased<T extends DataContainer>Abstract ancestor for LOWESS-based smoothers.classAbstractSavitzkyGolayBased<T extends DataContainer>Abstract ancestor for Savitzky-Golay-based smoothers.classTimeseriesLOWESSBasedA LOWESS based smoothing algorithm.
For more information on LOWESS see:
WikiPedia.classTimeseriesSavitzkyGolayBasedA Savitzky-Golay based smoothing algorithm.
It uses a Savitzky-Golay filter with derivative order 0 and adding of mass-spec data turned on.
For more information on Savitzky-Golay see:
A. -
Uses of TechnicalInformationHandler in adams.data.spc
Subinterfaces of TechnicalInformationHandler in adams.data.spc Modifier and Type Interface Description interfaceControlChartInterface for all control charts.interfaceControlChartWithSampleSizeInterface for all control charts with sample sizes.interfaceIndividualsControlChartInterface for control charts that work on individuals rather than samples.interfaceMatrixControlChartInterface for control charts that work on a matrix.interfaceSamplesControlChartInterface for control charts that work on samples rather than individuals.Classes in adams.data.spc that implement TechnicalInformationHandler Modifier and Type Class Description classAbstractControlChartAncestor for control charts.classAbstractControlChartWithSampleSizeAncestor for control charts.classCChartGenerates data for a c chart.
For more information see:
QICacros. c Chart Formulas.classMOACUSUMCUSUM (cumulative sum control chart) is a sequential analysis technique developed by E.classMOAPageHinkleyPage-Hinkley Test.
This version is based on MOA's drift detector:
https://github.com/apache/incubator-samoa/blob/9b178f63152e5b4c262e0f3ed28e77667832fc98/samoa-api/src/main/java/org/apache/samoa/moa/classifiers/core/driftdetection/PageHinkleyDM.java
classNPChartGenerates data for an np chart.
For more information see:
QICacros. np Chart Formulas.classPChartGenerates data for a p chart.
For more information see:
QICacros. p Chart Formulas.classUChartGenerates data for a u chart.
For more information see:
QICacros. u Chart Formulas.classXBarRChartGenerates data for a XBar R chart.
For more information see:
QICacros.classXBarSChartGenerates data for an XBar S chart.
For more information see:
QICacros. -
Uses of TechnicalInformationHandler in adams.data.spreadsheet.colstatistic
Classes in adams.data.spreadsheet.colstatistic that implement TechnicalInformationHandler Modifier and Type Class Description classSignalToNoiseRatioCalculates the signal to noise ratio for a numeric column.
For more information, see:
WikiPedia. -
Uses of TechnicalInformationHandler in adams.data.spreadsheet.rowstatistic
Classes in adams.data.spreadsheet.rowstatistic that implement TechnicalInformationHandler Modifier and Type Class Description classSignalToNoiseRatioCalculates the signal to noise ratio for a numeric row.
For more information, see:
WikiPedia. -
Uses of TechnicalInformationHandler in adams.data.statistics
Classes in adams.data.statistics that implement TechnicalInformationHandler Modifier and Type Class Description classArrayAndrewsCurves<T extends Number>Generates Andrews Curves from array data.
César Ignacio García Osorio, Colin Fyfe (2003).classArrayAngle<T extends Number>Calculates the angle between the first array and the remaining arrays.classArrayHistogram<T extends Number>Generates a histogram from the given array.
The formulas for the various width/#bin calculations can be found here:
WikiPedia (2010).classArrayKendallTheil<T extends Number>Calculates the Kendall-Theil robust slope (also called Theil-Sen estimator) between the first array and the remaining arrays. -
Uses of TechnicalInformationHandler in adams.flow.control.plotprocessor
Classes in adams.flow.control.plotprocessor that implement TechnicalInformationHandler Modifier and Type Class Description classLOWESSA processor that applies LOWESS smoothing.
For more information see:
WikiPedia.classSavitzkyGolayA processor that applies SavitzkyGolay smoothing.
For more information see:
A.classSimpleSavitzkyGolayA processor that applies SimpleSavitzkyGolay smoothing.
For more information see:
A. -
Uses of TechnicalInformationHandler in adams.flow.source
Classes in adams.flow.source that implement TechnicalInformationHandler Modifier and Type Class Description classSSHExecRuns a system command via ssh on a remote machine and broadcasts the generated output (stdout or stderr).
For more information see:
(2011). -
Uses of TechnicalInformationHandler in adams.flow.standalone
Classes in adams.flow.standalone that implement TechnicalInformationHandler Modifier and Type Class Description classSSHConnectionProvides access to a remote host via SSH.
For more information see:
(2011). -
Uses of TechnicalInformationHandler in adams.flow.transformer
Classes in adams.flow.transformer that implement TechnicalInformationHandler Modifier and Type Class Description classScpFromDownloads a remote file and forwards the local file name using secure copy (SCP).
For more information see:
(2011).classScpToUploads a file to a remote directory using secure copy (SCP).
The file name of a successful upload gets forwarded.
For more information see:
(2011).classSFTPDeleteDeletes a remote file via secure FTP (SFTP) and forwards the deleted file name.
For more information see:
(2011).classSFTPGetDownloads a remote file and forwards the local file name via secure FTP (SFTP).
For more information see:
(2011).classSFTPSendUploads a file to a remote directory using secure FTP (SFTP).
The file name of a successful upload gets forwarded.
For more information see:
(2011). -
Uses of TechnicalInformationHandler in adams.flow.transformer.plotgenerator
Classes in adams.flow.transformer.plotgenerator that implement TechnicalInformationHandler Modifier and Type Class Description classAndrewsCurvesGeneratorGenerates plot containers from row-based data for Andrews Curves.
César Ignacio García Osorio, Colin Fyfe (2003). -
Uses of TechnicalInformationHandler in adams.flow.transformer.timeseriessplit
Classes in adams.flow.transformer.timeseriessplit that implement TechnicalInformationHandler Modifier and Type Class Description classReportDateSplits the timeseries using a field from its report.
Accepted date formats:
yyyy-MM-dd HH:mm:ss
yyyy-MM-dd HH:mm:ss.S
yyyy-MM-dd
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Uses of TechnicalInformationHandler in adams.flow.transformer.wekaclusterer
Classes in adams.flow.transformer.wekaclusterer that implement TechnicalInformationHandler Modifier and Type Class Description classAverageSilhouetteCoefficientComputes the average Silhouette coefficient for the clusters. -
Uses of TechnicalInformationHandler in adams.gui.visualization.core
Classes in adams.gui.visualization.core that implement TechnicalInformationHandler Modifier and Type Class Description classX11ColorProviderColor provider using a subset of colors from the X11 RGB text file.
For more information, see:
Jim Gettys, Paul Ravelling, John C. -
Uses of TechnicalInformationHandler in adams.gui.visualization.report
Classes in adams.gui.visualization.report that implement TechnicalInformationHandler Modifier and Type Class Description classReportDateFieldPaintletPaintlet for painting an indicator based on the date(s) stored in the report.
For more details on the date format, see:
Javadoc. java.text.SimpleDateFormat.classReportDateFieldRangePaintletPaintlet for painting a background region based on the date stored in a report.
For more details on the date format, see:
Javadoc. java.text.SimpleDateFormat. -
Uses of TechnicalInformationHandler in adams.gui.visualization.sequence
Classes in adams.gui.visualization.sequence that implement TechnicalInformationHandler Modifier and Type Class Description classKendallTheilOverlayPaintletDraws a straight line, using slope and intercept determined by Theil-Sen estimator using all the data points in the plot(s).
For more information, see:
Wikipedia.classLOWESSOverlayPaintletOverlay that applies LOWESS smoothing over all the data points in the plot(s).
For more information see:
WikiPedia. -
Uses of TechnicalInformationHandler in adams.gui.visualization.stats.paintlet
Classes in adams.gui.visualization.stats.paintlet that implement TechnicalInformationHandler Modifier and Type Class Description classLowessPaintletPaintlet for drawing the lowess overlay. -
Uses of TechnicalInformationHandler in adams.gui.visualization.stats.scatterplot
Classes in adams.gui.visualization.stats.scatterplot that implement TechnicalInformationHandler Modifier and Type Class Description classLowessDisplay a lowess curve as an overlay. -
Uses of TechnicalInformationHandler in adams.ml.preprocessing.unsupervised
Classes in adams.ml.preprocessing.unsupervised that implement TechnicalInformationHandler Modifier and Type Class Description classSavitzkyGolayA filter that applies Savitzky-Golay smoothing.
For more information see:
A. -
Uses of TechnicalInformationHandler in weka.classifiers.trees
Classes in weka.classifiers.trees that implement TechnicalInformationHandler Modifier and Type Class Description classXGBoostClassifier implementing XGBoost.
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