Man pages for FCPS
Fundamental Clustering Problems Suite

ADPclustering(Adaptive) Density Peak Clustering algorithm using automatic...
AgglomerativeNestingClusteringAGNES clustering
APclusteringAffinity Propagation Clustering
AtomAtom introduced in [Ultsch, 2004].
AutomaticProjectionBasedClusteringAutomatic Projection-Based Clustering
ChainlinkChainlink introduced in [Ultsch et al., 1994; Ultsch, 1995].
ClusterabilityMDplotClusterability MDplot
ClusterAccuracyClusterAccuracy
ClusterApplyApplies a function over grouped data
ClusterChallengeGenerates a Fundamental Clustering Challenge based on...
ClusterCountClusterCount
ClusterCreateClassificationCreate Classification for Cluster.. functions
ClusterDaviesBouldinIndexDavies Bouldin Index
ClusterDendrogramCluster Dendrogram
ClusterDistancesClusterDistances
ClusterDunnIndexDunn Index
ClusterEqualWeightingClusterEqualWeighting
ClusterInterDistancesComputes Inter-Cluster Distances
ClusterNoEstimationEstimates Number of Clusters using up to 26 Indicators
ClusterPlotMDSPlot Clustering using Dimensionality Reduction by MDS
ClusterRenameRenames Clustering
ClusterRenameDescendingSizeClusterRenameDescendingSize
ClusterShannonInfoShannon Information
DatabionicSwarmClusteringDatabionic Swarm (DBS) Clustering and Visualization
DBscanDBSCAN
DensityPeakClusteringDensity Peak Clustering algorithm using the Decision Graph
DivisiveAnalysisClusteringLarge DivisiveAnalysisClustering Clustering
EngyTimeEngyTime introduced in [Baggenstoss, 2002].
EntropyOfDataFieldEntropy Of a Data Field [Wang et al., 2011].
EstimateRadiusByDistanceEstimate Radius By Distance
FannyClusteringFuzzy Analysis Clustering [Rousseeuw/Kaufman, 1990, p....
FCPS-packageFundamental Clustering Problems Suite
GenieClusteringGenie Clustering by Gini Index
GolfBallGolfBall introduced in [Ultsch, 2005]
HCLclusteringOn-line Update (Hard Competitive learning) method
HDDClusteringHDD clustering is a model-based clustering method of...
HeptaHepta introduced in [Ultsch, 2003]
HierarchicalClusterDataInternal function of Hierarchical Clusterering of Data
HierarchicalClusterDistsInternal Function of Hierarchical Clustering with Distances
HierarchicalClusteringHierarchical Clustering
HierarchicalDBSCANHierarchical DBSCAN
kmeansClusteringK-Means Clustering
kmeansDistk-means Clustering using a distance matrix
LargeApplicationClusteringLarge Application Clustering
LeukemiaLeukemia distance matrix and classificiation used in [Thrun,...
Lsun3DLsun3D inspired by FCPS introduced in [Thrun, 2018]
MarkovClusteringMarkov Clustering
MinimalEnergyClusteringMinimal Energy Clustering
MinimaxLinkageClusteringMinimax Linkage Hierarchical Clustering
ModelBasedClusteringModel Based Clustering
ModelBasedVarSelClusteringModel Based Clustering with Variable Selection
MoGclusteringMixture of Gaussians Clustering using EM
MSTclusteringMST-kNN clustering algorithm [Inostroza-Ponta, 2008].
NeuralGasClusteringNeural gas algorithm for clustering
OPTICSclusteringOPTICS Clustering
PAMclusteringPartitioning Around Medoids (PAM)
pdfClusteringProbability Density Distribution Clustering
PenalizedRegressionBasedClusteringPenalized Regression-Based Clustering of [Wu et al., 2016].
ProjectionPursuitClusteringCluster Identification using Projection Pursuit as described...
QTclusteringStochastic QT Clustering
RobustTrimmedClusteringRobust Trimmed Clustering
SharedNearestNeighborClusteringSNN clustering
SOMclusteringself-organizing maps based clustering implemented by...
SOTAclusteringSOTA Clustering
SparseClusteringSparse Clustering
SpectralClusteringSpectral Clustering
SpectrumFast Adaptive Spectral Clustering [John et al, 2020]
StatPDEdensityPareto Density Estimation
SubspaceClusteringAlgorithms for Subspace clustering
TandemClusteringTandem Clustering
TargetTarget introduced in [Ultsch, 2005].
TetraTetra introduced in [Ultsch, 1993]
TwoDiamondsTwoDiamonds introduced in [Ultsch, 2003a, 2003b]
WingNutWingNut introduced in [Ultsch, 2005]
FCPS documentation built on July 8, 2021, 1:06 a.m.