tswf-schema.jsonld

{
  "@context": {
    "@base": "http://dicits.ugr.es/linkeddata/tswf-schema/",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#",
    "xsd": "http://www.w3.org/2001/XMLSchema#"
  },
  "@graph": [
    {
      "@id": "TSAnalysis",
      "@type": "rdfs:Class",
      "rdfs:comment": "Core class that defines a complete analysis for one/multiple time series. This component contains the key elements for the description of an analysis and experimentation with this type of data.",
      "rdfs:label": "TSAnalysis",
      "rdfs:subClassOf": {
        "@id": "Experiment"
      },
      "hasInput": {
        "@id": "hasInput"
      },
      "hasOutput": {
        "@id": "hasOutput"
      },
      "performs": {
        "@id": "performs"
      }
    },
    {
      "@id": "hasOutput",
      "@type": "rdf:Property",
      "rdfs:comment": "Property defines what the results of a time series data analysis are. A TSAnalysis output can be any output component defined in the schema related to a time-series data analysis study.",
      "rdfs:label": "hasOutput",
      "domainIncludes": {
        "@id": "TSAnalysis"
      },
      "rangeIncludes": {
        "@id": "EvaluationMeasure"
      }
    },
    {
      "@id": "EvaluationMeasure",
      "@type": "rdf:Class",
      "rdfs:comment": "",
      "rdfs:label": ""
    },
    {
      "@id": "SimilarityMeasures",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "EvaluationMeasure"
      }
    },
    {
      "@id": "LCSS",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "SimilarityMeasures"
      }
    },
    {
      "@id": "FrechetDistance",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "SimilarityMeasures"
      }
    },
    {
      "@id": "DTW",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "SimilarityMeasures"
      }
    },
    {
      "@id": "EditDistance",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "SimilarityMeasures"
      }
    },
    {
      "@id": "Jaccard",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "SimilarityMeasures"
      }
    },
    {
      "@id": "ClassificationAccuracy",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "EvaluationMeasure"
      },
      "hasBinaryMeasure": {
        "@id": "hasBinaryMeasure"
      },
      "hasMCMeasure": {
        "@id": "hasMCMeasure"
      }
    },
    {
      "@id": "hasBinaryMeasure",
      "@type": "rdf:Property",
      "rdfs:comment": "",
      "rdfs:label": "",
      "domainIncludes": {
        "@id": "ClassificationAccuracy"
      },
      "rangeIncludes": {
        "@id": "Binary"
      }
    },
    {
      "@id": "hasMCMeasure",
      "@type": "rdf:Property",
      "rdfs:comment": "",
      "rdfs:label": "",
      "domainIncludes": {
        "@id": "ClassificationAccuracy"
      },
      "rangeIncludes": {
        "@id": "Multiclass"
      }
    },
    {
      "@id": "SensitivitySpecificity",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": [{
        "@id": "Binary"
      },
      {
        "@id": "Multiclass"
      }]
    },
    {
      "@id": "F1-Score",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "SensitivitySpecificity"
      }
    },
    {
      "@id": "ROC",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "SensitivitySpecificity"
      }
    },
    {
      "@id": "Accuracy",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "SensitivitySpecificity"
      }
    },
    {
      "@id": "Informedness",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "SensitivitySpecificity"
      }
    },
    {
      "@id": "Markedned",
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      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "SensitivitySpecificity"
      }
    },
    {
      "@id": "ConfusionMatrix",
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      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "SensitivitySpecificity"
      }
    },
    {
      "@id": "ForecastAccuracy",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
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        "@id": "hasMeasures"
      }
    },
    {
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      "rdfs:label": "",
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      }
    },
    {
      "@id": "ErrorMeasures",
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      "rdfs:label": "",
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        "@id": "ForecastAccuracy"
      }
    },
    {
      "@id": "MAE",
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      "rdfs:label": "",
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        "@id": "ErrorMeasures"
      }
    },
    {
      "@id": "RelMAE",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
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        "@id": "ErrorMeasures"
      }
    },
    {
      "@id": "MSE",
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      "rdfs:comment": "",
      "rdfs:label": "",
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        "@id": "ErrorMeasures"
      }
    },
    {
      "@id": "RMSE",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
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      }
    },
    {
      "@id": "MAPE",
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      "rdfs:label": "",
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        "@id": "ErrorMeasures"
      }
    },
    {
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      "rdfs:label": "",
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        "@id": "ErrorMeasures"
      }
    },
    {
      "@id": "wMAPE",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
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        "@id": "ErrorMeasures"
      }
    },
    {
      "@id": "MASE",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "ErrorMeasures"
      }
    },
    {
      "@id": "ClusteringAccuracy",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "EvaluationMeasure"
      },
      "hasMeasures" : [
        {
          "@id" : "InternalMeasures"
        },
        {
          "@id" : "StabilityMeasures"
        },
        {
          "@id" : "Bio"
        }
      ]
    },    
    {
      "@id": "Connectivity",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "InternalMeasures"
      }
    },
    {
      "@id": "Silhouette W",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "InternalMeasures"
      }
    },
    {
      "@id": "Dunm Index",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "InternalMeasures"
      }
    },
    {
      "@id": "APN",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "StabilityMeasures"
      }
    },
    {
      "@id": "AD/ADM",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "StabilityMeasures"
      }
    },
    {
      "@id": "FOM",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "StabilityMeasures"
      }
    },
    {
      "@id": "BSI",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "Bio"
      }
    },
    {
      "@id": "BHI",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "Bio"
      }
    },
    {
      "@id": "ResidualsAnalysis",
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      "rdfs:label": "",
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        "@id": "EvaluationMeasure"
      }
    },
    {
      "@id": "performs",
      "@type": "rdf:Property",
      "rdfs:comment": "",
      "rdfs:label": "",
      "domainIncludes": {
        "@id": "TSAnalysis"
      },
      "rangeIncludes": {
        "@id": "PredictiveModel"
      }
    },
    {
      "@id": "PredictiveModel",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "hasMLAnalysis": {
        "@id": "hasMLAnalysis"
      },
      "hasRegressionAn": {
        "@id": "hasReressionAn"
      },
      "hasTSAn": {
        "@id": "hasTSAn"
      }
    },
    {
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      "rdfs:comment": "",
      "rdfs:label": "",
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      }
    },
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      "rdfs:label": "",
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        "@id": "PredictiveModel"
      }
    },
    {
      "@id": "TimeSeriesModelling",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "domainIncludes": {
        "@id": "PredictiveModel"
      }
    },
    {
      "@id": "ETS",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "TimeSeriesModelling"
      }
    },
    {
      "@id": "ARIMA",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "TimeSeriesModelling"
      }
    },
    {
      "@id": "ARIMAX",
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      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "TimeSeriesModelling"
      }
    },
    {
      "@id": "SARIMAX",
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      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "TimeSeriesModelling"
      }
    },
    {
      "@id": "MARS",
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      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "RegressionAnalysis"
      }
    },
    {
      "@id": "LASSO",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "RegressionAnalysis"
      }
    },
    {
      "@id": "AR",
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      "rdfs:comment": "",
      "rdfs:label": "",
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        "@id": "RegressionAnalysis"
      }
    },
    {
      "@id": "MLP",
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      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "MLAnalysis"
      }
    },
    {
      "@id": "SVM",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "MLAnalysis"
      }
    },
    {
      "@id": "Experiment",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "Study"
      }
    },
    {
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      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": ""
    },
    {
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      "domainIncludes": {
        "@id": "Property"
      },
      "rangeIncludes": {
        "@id": "Class"
      },
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      "rdfs:label": ""
    },
    {
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      "rdfs:comment": "",
      "rdfs:label": "",
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        "@id": "Data"
      },
      "domainIncludes": {
        "@id": "TSAnalysis"
      }
    },
    {
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      "rdfs:comment": "",
      "rdfs:label": "",
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        "@id": "entailsProcessing"
      },
      "hasPlot": {
        "@id": "hasPlot"
      },
      "hasInformationAnalysis": {
        "@id": "hasInformationAnalysis"
      },
      "hasStationaryAnalysis": {
        "@id": "hasStationaryAnalysis"
      }
    },
    {
      "@id": "hasInformationAnalysis",
      "@type": "rdf:Property",
      "rdfs:comment": "",
      "rdfs:label": "",
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      }
    },
    {
      "@id": "AutoCorAnalysis",
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      "rdfs:label": "",
      "rdfs:subClassOf": {
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      }
    },
    {
      "@id": "PACF",
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      "rdfs:label": "",
      "rdfs:subClassOf": {
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      }
    },
    {
      "@id": "ACF",
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      "rdfs:comment": "",
      "rdfs:label": "",
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        "@id": "AutoCorAnalysis"
      }
    },
    {
      "@id": "TrendStudy",
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      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
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      }
    },
    {
      "@id": "Seasonality",
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      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "InformationAnalysis"
      }
    },
    {
      "@id": "LagStudy",
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      "rdfs:comment": "",
      "rdfs:label": "",
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        "@id": "Seasonality"
      }
    },
    {
      "@id": "SeasonalStudy",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "Seasonality"
      }
    },
    {
      "@id": "hasPlot",
      "@type": "rdf:Property",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rangeIncludes": {
        "@id": "TSVisualization"
      }
    },
    {
      "@id": "Differentiation",
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      "rdfs:comment": "",
      "rdfs:label": "",
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      }
    },
    {
      "@id": "PlotACF",
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      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
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      }
    },
    {
      "@id": "STL",
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      "rdfs:comment": "",
      "rdfs:label": "",
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      }
    },
    {
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      "rdfs:label": "",
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      }
    },
    {
      "@id": "PlotRegular",
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      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
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      }
    },
    {
      "@id": "Decompose",
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      "rdfs:comment": "",
      "rdfs:label": "",
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    },
    {
      "@id": "StatisticalTests",
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      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "StationayAnalysis"
      },
      "shapingStationary": {
        "@id": "shaphingStationary"
      },
      "shapingNormality": {
        "@id": "shapingNormality"
      },
      "shapingRandom": {
        "@id": "shapingRandom"
      },
      "shapingNonLinear": {
        "@id": "shapingNonLinear"
      }
    },
    {
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      }
    },
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    },
    {
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    },
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      "rdfs:label": "",
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    },
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      }
    },
    {
      "@id": "BoxPierce",
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      "rdfs:label": "",
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      }
    },
    {
      "@id": "Terasvirta",
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      "rdfs:label": "",
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    },
    {
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    },
    {
      "@id": "NoiseReduction",
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      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "PreprocessingMethods"
      }
    },
    {
      "@id": "Scale",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "PreprocessingMethods"
      }
    },
    {
      "@id": "t-student",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "Scale"
      }
    },
    {
      "@id": "std-score",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "Scale"
      }
    },
    {
      "@id": "std-moment",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "Scale"
      }
    },
    {
      "@id": "Outliers",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "PreprocessingMethods"
      }
    },
    {
      "@id": "Additive",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "Outliers"
      }
    },
    {
      "@id": "LevelShift",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "Outliers"
      }
    },
    {
      "@id": "SeasonalLevelShift",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "Outliers"
      }
    },
    {
      "@id": "TemporaryChange",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "Outliers"
      }
    },
    {
      "@id": "Innovation",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "Outliers"
      }
    },
    {
      "@id": "SpectralAnalysis",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "PreprocessingMethods"
      }
    },
    {
      "@id": "DWT",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "SpectralAnalysis"
      }
    },
    {
      "@id": "DFT",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "SpectralAnalysis"
      }
    },
    {
      "@id": "Wavelets",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "SpectralAnalysis"
      }
    },
    {
      "@id": "NSE",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "SpectralAnalysis"
      }
    },
    {
      "@id": "Lagged",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "SpectralAnalysis"
      }
    },
    {
      "@id": "Optimun",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "SpectralAnalysis"
      }
    },
    {
      "@id": "Linear",
      "@type": "rdfs:Class",
      "rdfs:comment": "",
      "rdfs:label": "",
      "rdfs:subClassOf": {
        "@id": "SpectralAnalysis"
      }
    },
    {
      "@id": "Imputation",
      "@type": "rdfs:Class",
      "rdfs:comment": "Class containing functions and algorithms that allow to execute on some data certain imputation of values of different type.",
      "rdfs:label": "Imputation",
      "rdfs:subClassOf": {
        "@id": "PreprocessingMethods"
      }
    },
    {
      "@id": "Mean",
      "@type": "rdfs:Class",
      "rdfs:comment": "Imputation function that allows you to define an imputation of type Mean.",
      "rdfs:label": "Mean",
      "rdfs:subClassOf": {
        "@id": "Imputation"
      }
    },
    {
      "@id": "LOCF",
      "@type": "rdfs:Class",
      "rdfs:comment": "Imputation function that allows you to define an imputation of type  LOCF.",
      "rdfs:label": "LOCF",
      "rdfs:subClassOf": {
        "@id": "Imputation"
      }
    },
    {
      "@id": "Interpolation",
      "@type": "rdfs:Class",
      "rdfs:comment": "Imputation function that allows you to define an imputation of type Interpolation.",
      "rdfs:label": "Interpolation",
      "rdfs:subClassOf": {
        "@id": "Imputation"
      }
    },
    {
      "@id": "SeasonaDecom",
      "@type": "rdfs:Class",
      "rdfs:comment": "Imputation function that allows you to define an imputation of type Seasona decomposition.",
      "rdfs:label": "SeasonaDecom",
      "rdfs:subClassOf": {
        "@id": "Imputation"
      }
    },
    {
      "@id": "MovingAverage",
      "@type": "rdfs:Class",
      "rdfs:comment": "Imputation function that allows you to define an imputation of type Moving average.",
      "rdfs:label": "MovingAverage",
      "rdfs:subClassOf": {
        "@id": "Imputation"
      }
    },
    {
      "@id": "KalmanSmoothing",
      "@type": "rdfs:Class",
      "rdfs:comment": "Imputation function that allows you to define an imputation of type KalmanSmoothing.",
      "rdfs:label": "KalmanSmoothing",
      "rdfs:subClassOf": {
        "@id": "Imputation"
      }
    },
    {
      "@id": "MissingDataMod",
      "@type": "rdfs:Class",
      "rdfs:comment": "Imputation function that allows you to define an imputation of type Missing Data Model",
      "rdfs:label": "MissingDataMod",
      "rdfs:subClassOf": {
        "@id": "Imputation"
      }
    },
    {
      "@id": "Property",
      "@type": "rdfs:Class",
      "http://www.w3.org/2002/07/owl#equivalentClass": {
        "@id": "rdf:Property"
      },
      "rdfs:comment": "A property, used to indicate attributes and relationships of some Thing; equivalent to rdf:Property.",
      "rdfs:label": "Property"
    },
    {
      "@id": "domainIncludes",
      "@type": "rdf:Property",
      "domainIncludes": {
        "@id": "Property"
      },
      "rangeIncludes": {
        "@id": "Class"
      },
      "rdfs:comment": "Relates a property to a class that is (one of) the type(s) the property is expected to be used on.",
      "rdfs:label": "domainIncludes"
    },
    {
      "@id": "Class",
      "@type": "rdfs:Class",
      "http://www.w3.org/2002/07/owl#equivalentClass": {
        "@id": "rdfs:Class"
      },
      "rdfs:comment": "A class, also often called a 'Type'; equivalent to rdfs:Class.",
      "rdfs:label": "Class"
    }
  ]
}