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From Visualization to Analysis

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 Kozyr, Mykola

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Title
From Visualization to Analysis
Subtitle
Stop using heatmaps to discover spatial patterns
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295
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CC Attribution 3.0 Germany:
You are free to use, adapt and copy, distribute and transmit the work or content in adapted or unchanged form for any legal purpose as long as the work is attributed to the author in the manner specified by the author or licensor.
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Abstract
It is a common thing when pattern analysis cases are just about visualizing the features. The talk would start with a gentle introduction into pattern analysis algorithms. I would focus on the benefits of using analysis in comparison to visualizing methods, present cases and show pitfalls in usage and implementing these algorithms.
Keywords
00:00
Mathematical analysisVisualization (computer graphics)Product (business)Multiplication signLevel (video gaming)2 (number)Software developerComputer virusProduct (business)Presentation of a groupMoment (mathematics)Spectrum (functional analysis)Data managementCausalityComa BerenicesComputer animation
01:20
Data structureMatrix (mathematics)Point (geometry)Distribution (mathematics)Visualization (computer graphics)Mathematical analysisBlogLevel (video gaming)Computing platformSoftwareUniform resource locatorStatisticsPattern languageMappingTouchscreenMereologyMathematical analysisAudiovisualisierungPoint (geometry)Representation (politics)Population densityCASE <Informatik>Moment (mathematics)Presentation of a groupCuboidAreaPoint cloudResultantComputer animation
03:17
Mathematical analysisPoint (geometry)Distribution (mathematics)Boundary value problemVector spaceMathematical optimizationCellular automatonDigital filterVisualization (computer graphics)MereologyAreaNumberSet (mathematics)Decision theoryDistribution (mathematics)Type theoryGene clusterMathematical analysisBus (computing)Point (geometry)Level (video gaming)Mobile appForceSquare numberSocial classUsabilityUniverse (mathematics)AudiovisualisierungTask (computing)
04:37
Local GroupAudiovisualisierungMereologyLevel (video gaming)HistogramArithmetic meanAreaPattern languageTask (computing)Three-dimensional spaceDialectPoint (geometry)Absolute valueNumberVector spaceAudiovisualisierungReading (process)ResultantTablet computer
05:49
Local GroupChi-squared distributionCluster samplingBit rateMathematical analysisTemporal logicTerm (mathematics)SpacetimePattern languageLatent heatRange (statistics)Delay differential equationEmailConvex hullPopulation densityFunction (mathematics)AreaPoint (geometry)Kernel (computing)Type theoryCircleCausalityResultantCycle (graph theory)NumberMathematical analysisDistanceLine (geometry)BitExecution unitMultiplication signUniformer RaumExtension (kinesiology)CASE <Informatik>Population densityMappingMereologyPattern languageLevel (video gaming)Social classAreaDifferent (Kate Ryan album)Subject indexingUniform resource locatorGraph (mathematics)Task (computing)DialectLibrary (computing)BuildingSheaf (mathematics)Graph coloringOffice suiteKey (cryptography)Decision theoryRepresentation (politics)QuicksortData analysisSound effectGraph (mathematics)Range (statistics)Forcing (mathematics)Group actionTime seriesTouchscreenOpen sourceArithmetic meanSet (mathematics)FunktionalanalysisLatent heatOutlierLocal ringGene clusterBinary multiplierAudiovisualisierungKernel (computing)View (database)HistogramMultilaterationLimit (category theory)Entire functionDivisorComputer animation
11:56
Population densityAreaKernel (computing)Type theoryData typeUniform convergenceQuadratic equationPoint (geometry)CircleTriangleArithmetic meanInterface (computing)Cluster samplingDistribution (mathematics)Random numberMathematical analysisInformationStatisticsDistanceDialectLink (knot theory)RadiusType theoryKernel (computing)Task (computing)Vector spaceFunktionalanalysisSet (mathematics)DistanceResultantDistribution (mathematics)Level (video gaming)Cartesian coordinate systemGene clusterCycle (graph theory)Representation (politics)Mathematical analysisVideo gameSpeciesWater vaporPresentation of a groupPoint (geometry)Social classUniformer Raum
13:48
Decision theoryProcess (computing)Mathematical analysisSet (mathematics)Web pageChainDistribution (mathematics)AreaOutlierCluster samplingPattern languageInclusion mapSocial classSet (mathematics)Gene clusterCategory of beingDecision theoryRepresentation (politics)Mathematical analysisOutlierPattern language
14:33
Decision theoryChainPixelAreaRadiusMaß <Mathematik>Default (computer science)MetreAxonometric projectionCircleInterior (topology)SurfaceNetwork topologyGraphics processing unitParameter (computer programming)Distribution (mathematics)Mathematical analysisLocal ringOutlierMathematical analysisCASE <Informatik>Open sourceOutlierAreaLocal ringLink (knot theory)Graph coloringRange (statistics)Cycle (graph theory)Distortion (mathematics)Product (business)Moment (mathematics)Slide ruleScaling (geometry)MathematicsDialectGradientRevision controlSystem callPoint cloudSequenceLevel (video gaming)MeasurementPhysical systemTerm (mathematics)WebsitePixelDistanceWell-formed formulaCalculationMilitary baseSoftware developerComputing platformMappingUniformer RaumRepository (publishing)MetreBEEPInformationNumberCartesian coordinate systemSocial classTorusDifferent (Kate Ryan album)Execution unitCuboidSet (mathematics)Point (geometry)Real numberLibrary (computing)TrailCountingCentralizer and normalizerSoftwareDistribution (mathematics)Data analysisProjective planeAlgorithmNetwork topologyParameter (computer programming)EllipsoidRow (database)PolygonFront and back endsAudiovisualisierungWeightPresentation of a groupComputer animation
23:30
Distribution (mathematics)Cluster samplingOutlierMathematical analysisParameter (computer programming)AreaLocal ringDean numberDirection (geometry)SoftwareNumberLocal ringMiniDiscComputer animation
23:52
Distribution (mathematics)AreaParameter (computer programming)Mathematical analysisLocal ringOutlierNumberImplementationBitComputer animation
24:23
AudiovisualisierungDean numberDistribution (mathematics)Cluster samplingOutlierMathematical analysisParameter (computer programming)AreaLocal ringHill differential equationRepresentation (politics)Presentation of a groupMoving averageGoodness of fitTwitterComputer animation
24:52
OutlierDistribution (mathematics)Cluster samplingMathematical analysisAreaParameter (computer programming)Local ringAudiovisualisierungDifferent (Kate Ryan album)CASE <Informatik>Client (computing)MappingComputer animation
25:54
Dean numberDistribution (mathematics)Cluster samplingOutlierMathematical analysisAreaParameter (computer programming)Local ringAudiovisualisierungClient (computing)DebuggerPresentation of a groupRight angleLevel (video gaming)Representation (politics)Scaling (geometry)Key (cryptography)MathematicsKepler conjectureComputing platformCASE <Informatik>AreaCellular automatonRoundness (object)AudiovisualisierungComputer animation
Transcript: English(auto-generated)