Pinned Repositories
Balanced_k-Means_Revisited
Balanced k-Means Revisited algorithm
C-SIM
C-SIM similarity measure for (GPS) trajectories
CBModules
K-Means (with 9 different initialization methods), Random Swap and Genetic Algorithm implementations
ClusterEvaluation
Cluster level similarity measure (Paper: https://doi.org/10.1016/j.patcog.2014.03.017)
fastdp
Fast variant of Density Peaks clustering
gclu
Graph Clustering
K-sets_and_K-swaps
Python implementations of K-sets and K-swaps algorithms
MeanShift
Mean-shift and Medoid-shift for outlier detection (Paper: http://cs.uef.fi/sipu/pub/FSDM2595.pdf)
RandomSwap
Efficiency of random swap clustering (Paper: http://tiny.cc/44bm9y)
tspgclu
UEF Machine Learning's Repositories
uef-machine-learning/fastdp
Fast variant of Density Peaks clustering
uef-machine-learning/Balanced_k-Means_Revisited
Balanced k-Means Revisited algorithm
uef-machine-learning/gclu
Graph Clustering
uef-machine-learning/MeanShift
Mean-shift and Medoid-shift for outlier detection (Paper: http://cs.uef.fi/sipu/pub/FSDM2595.pdf)
uef-machine-learning/CBModules
K-Means (with 9 different initialization methods), Random Swap and Genetic Algorithm implementations
uef-machine-learning/ClusterEvaluation
Cluster level similarity measure (Paper: https://doi.org/10.1016/j.patcog.2014.03.017)
uef-machine-learning/tspgclu
uef-machine-learning/C-SIM
C-SIM similarity measure for (GPS) trajectories
uef-machine-learning/K-sets_and_K-swaps
Python implementations of K-sets and K-swaps algorithms
uef-machine-learning/RandomSwap
Efficiency of random swap clustering (Paper: http://tiny.cc/44bm9y)
uef-machine-learning/ClusterAccuracy
uef-machine-learning/KM-Epsilon
Optimal Categorical Clustering using Entropy Objective Function and Random Swap
uef-machine-learning/NTN-2022
Nordic Twitter Network (NTN-2020) dataset
uef-machine-learning/ParallelRandomSwap
Parallel implementation of Random Swap Clustering Algorithm
uef-machine-learning/rknng
Construction of kNN graph by Random Pair Division
uef-machine-learning/string_dataset_generator
This is an implementation of string dataset generator for clustering purpose
uef-machine-learning/StringSimilarityMeasures
Framework for Syntactic String Similarity Measures (Paper: https://doi.org/10.1016/j.eswa.2019.03.048) http://cs.uef.fi/sipu/soft/stringsim/