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
ClusterMCCMatthews Correlation Coefficient (MCC)
ClusterNoEstimationEstimates Number of Clusters using up to 26 Indicators
ClusterNormalizeCluster Normalize
ClusterPlotMDSPlot Clustering using Dimensionality Reduction by MDS
ClusterRedefineRedfines Clustering
ClusterRenameRenames Clustering
ClusterRenameDescendingSizeCluster Rename Descending Size
ClusterShannonInfoShannon Information
ClusterUpsamplingMinorityCluster Up Sampling using SMOTE for minority cluster
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].
NetworkClusteringNetwork Clustering
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 May 20, 2022, 5:06 p.m.