uef-machine-learning Goto Github PK

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

clusteraccuracy

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

km-epsilon

Optimal Categorical Clustering using Entropy Objective Function and Random Swap

meanshift

Mean-shift and Medoid-shift for outlier detection (Paper: http://cs.uef.fi/sipu/pub/FSDM2595.pdf)

ntn-2022

Nordic Twitter Network (NTN-2020) dataset

parallelrandomswap

Parallel implementation of Random Swap Clustering Algorithm

randomswap

Efficiency of random swap clustering (Paper: http://tiny.cc/44bm9y)

rknng

Construction of kNN graph by Random Pair Division

string_dataset_generator

This is an implementation of string dataset generator for clustering purpose

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/

tspgclu