Essays about: "Liam Tabibzadeh"

Found 1 essay containing the words Liam Tabibzadeh.

  1. 1. Comparison of initialization methods of K-means clustering for small data

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Liam Tabibzadeh; [2022]
    Keywords : Statistics; Clustering; K-means; Hierarchical; Initialization method; Simulation; Experiment; Factorial Design; Monte Carlo Simulation; Monte Carlo; Data; Classification; Cluster Analysis; R;

    Abstract : Clustering of observations into groups arises as a fundamental challenge both in academia and industry. Many clustering algorithms exist, and the most widely used clustering algorithm, the K-means, notably suffers from sensitivity to initial allocation of cluster centers. READ MORE