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Topic: "instance-weighting"

semoglou/ksil

A silhouette-guided instance-weighted k-means algorithm that integrates silhouette scores into the clustering process to improve clustering quality.

Language: Jupyter Notebook - Size: 4.2 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 1 - Forks: 0

julilien/InstanceWeightingDataImprecisiation

Code for the paper "Instance Weighting through Data Imprecisiation" by Julian Lienen and Eyke Hüllermeier (International Journal of Approximate Reasoning [IJAR], 2021).

Language: Python - Size: 21.5 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Related Topics
data-imprecisiation 1 machine-learning 1 self-supervised-learning 1 semi-supervised-learning 1 svm 1 centroid-based-clustering 1 clustering 1 clustering-algorithm 1 data-clustering 1 data-segmentation 1 k-means 1 k-means-clustering 1 partitioning 1 pattern-detection 1 pattern-discovery 1 sampling 1 silhouette 1 silhouette-analysis 1 silhouette-score 1 structure-learning 1 unsupervised-learning 1 weighted-clustering-algorithm 1