Essays about: "K-means algorithm"

Showing result 1 - 5 of 91 essays containing the words K-means algorithm.

  1. 1. Design of high performance buildings : Vulnerability of buildings to climate change from an energy perspective

    University essay from KTH/Hållbara byggnader

    Author : Robin Gobert; [2022]
    Keywords : Climate Change; High Performance Buildings; Dynamic Thermal Simulations; Thermal Regulation; Environmental Regulation; Cooling Needs; Heating Needs; Representative Data; Big Data; Clustering;

    Abstract : The challenge of climate change is twofold: to mitigate (prevent) the causes of climate change and to prepare (adapt) to the inevitable effects and consequences. Building and construction are key sectors for decarbonisation (mitigation). READ MORE

  2. 2. A treemap-based interactive clustering algorithm

    University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013); Karlstads universitet/Avdelningen för datavetenskap

    Author : Andreas Lindström-Åberg; [2022]
    Keywords : Treemap; Visual analytic; Clustering; Interactive algorithm;

    Abstract : In this thesis, a treemap-based interactive clustering algorithm is implemented and evaluated. The treemap's rectangles present scatterplots of dimensionally reduced renderings of clusters. READ MORE

  3. 3. 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

  4. 4. Paletto: An Interactive Colour Palette Generator : Facilitating Designers’ Colour Selection Processes

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Rema Salman; [2022]
    Keywords : Colour-palettes design; Colour extraction; Machine-learning; K-means algorithm; Human-computer interaction; Human-automation collaboration; User experience; User engagement.;

    Abstract : Digital growth and the adaption of internet-based solutions, particularly artificial intelligence and machine learning, have dramatically changed the way design is done today. This rapid change in technology has challenged the level of automation, which influences the human-automation interactions with the available colour-design tools (academic and commercial). READ MORE

  5. 5. Socio-Geographical Mobilities : A Study of Compulsory School Students’ Mobilities within Metropolitan Stockholm’s Deregulated School Market

    University essay from Uppsala universitet/Institutionen för pedagogik, didaktik och utbildningsstudier

    Author : Rina Wahls; [2022]
    Keywords : school market; big data; mobility; k-nearest neighbour;

    Abstract : The Swedish educational reforms of the 1990s introduced a choice- and voucher-based system, which allowed students to choose schools regardless of their proximity to them. As a consequence, new opportunities for geographical disparities in educational provisions as well as in home-to- school mobilities have emerged. READ MORE