Machine learning project conducted together with Volvo Cars
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Updated
Aug 25, 2022 - R
Machine learning project conducted together with Volvo Cars
🌾 EDA and several Clustering techniques applied on a real dataset of wheat kernels. 🍞
A novel solution for the "Averaging GPS Segments" problem using linear splines model.
King County House Sales
Applied DBSCAN | Columbia GSAPP
VEV model from Mclust among 5 clustering algorithms has optimal performance and detected 8 distinct groups of users. Data was cleaned, standardized and feature-selected, PCA’s biplot, Ggplot, Radar plots, and parallel coordinate plots were applied for EDA.
Using OPTCS to create a density reachability diagram
A project experimenting with implementing clustering algorithms in R
Finding clusters from nearby large cities around the world (metropolitan areas) by using the DBSCAN technique
UMAP dimensionality reduction and DBSCAN clustering R helper package
tools for clustering location by ID
GUI for Bayesian cluster analysis of SMLM data
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