Essays about: "Graph clustering"

Showing result 16 - 20 of 45 essays containing the words Graph clustering.

  1. 16. Graph-based Multi-view Clustering for Continuous Pattern Mining

    University essay from

    Author : Christoffer Åleskog; [2021]
    Keywords : Machine Learning; Unsupervised Learning; Multi-view Clustering; Data Stream Mining; Pattern Mining;

    Abstract : Background. In many smart monitoring applications, such as smart healthcare, smart building, autonomous cars etc., data are collected from multiple sources and contain information about different perspectives/views of the monitored phenomenon, physical object, system. READ MORE

  3. 17. Using simulated dynamics and graph metrics to compare brain networks of MCI patients and healthy control subjects

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Léo Noharet; Anton Fu; [2021]
    Keywords : ;

    Abstract : In recent years, several different methods have been proposed to compare brain networks with the joint use of graph theory and graph metrics. Another relatively unexplored comparison method is comparing the brain’s response to various input signals by simulating the brain’s dynamics. READ MORE

  4. 18. Categorization of songs using spectral clustering

    University essay from KTH/Skolan för teknikvetenskap (SCI)

    Author : Felix Darke; Linus Below Blomkvist; [2021]
    Keywords : ;

    Abstract : A direct consequence of the world becoming more digital is that the amount of available data grows, which presents great opportunities for organizations, researchers and institutions alike.However, this places a huge demand on efficient and understandable algorithms for analyzing vast datasets. READ MORE

  5. 19. Gamma-ray tracking using graph neural networks

    University essay from KTH/Fysik

    Author : Mikael Andersson; [2021]
    Keywords : Physics; Nuclear Physics; Detectors; Tracking; Neural Networks; GNN; Gamma-ray; Fysik; Kärnfysik; Detektorer; Tracking; Neurala Nät; GNN; Gammastrålning;

    Abstract : While there are existing methods of gamma ray-track reconstruction in specialized detectors such as AGATA, including backtracking and clustering, it is naturally of interest to diversify the portfolio of available tools to provide us viable alternatives. In this study some possibilities found in the field of machine learning were investigated, more specifically within the field of graph neural networks. READ MORE

  6. 20. Chromosomal DNA Barcode Assembly Using Hierarchical Clustering Matrix Method: Including Elastic Matching

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Author : Erik Clarkson; [2020]
    Keywords : DNA barcoding; Physics and Astronomy;

    Abstract : Obtaining DNA sequences is a time-consuming task, which typically requires one or several days for completion. One way of reducing analysis times is to be satisfied with long-range sequence patterns on the order of thousands of base pairs. DNA barcoding is a DNA-characterising technique that works according to this principle. READ MORE