Essays about: "Self-Organizing Map"

Showing result 6 - 10 of 20 essays containing the words Self-Organizing Map.

1. 6. Influence of different colormaps on the perceptual interpretation of numerical values produced by a self-organizing feature map

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

   Author : Gabriel Ulander Voltaire; [2021]
   Keywords : ;

   Abstract : To visualize important information and generating a well suited colormap to represent the features of interest in a dataset is complicated. Some colormaps provide with less accurate insights of the data. Meanwhile other colormaps can provide effectively a stronger understanding and identifcation of features in the data. READ MORE

3. 7. Classify part of day and snow on the load of timber stacks : A comparative study between partitional clustering and competitive learning

   University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

   Author : My Nordqvist; [2021]
   Keywords : Machine Learning ML ; Unsupervised Learning; Cluster Analysis; Partitional Clustering; Competitive Learning; Dimensionality Reduction; Principal Component Analysis PCA ; K-means; Kohonen Self-Organizing Map SOM ; Timber;

   Abstract : In today's society, companies are trying to find ways to utilize all the data they have, which considers valuable information and insights to make better decisions. This includes data used to keeping track of timber that flows between forest and industry. READ MORE

4. 8. Exploring connectivity patterns in cancer proteins with machine learning

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

   Author : Knut-Rasmus Bergendal; [2021]
   Keywords : Self-Organizing map; machine learning; Protein conformation; Cancer mutations; självorganiserande karta; maskininlärning; Proteinstruktur; Cancermutationer;

   Abstract : Proteins are among the most versatile organic macromolecules essential for living systems and present in almost all biological processes. Cancer is associated with mutations that either enhance or disrupt the conformation of proteins. These mutations have been shown to accumulate in specific regions of a proteins three dimensional structure. READ MORE

5. 9. Time-Series Feature Extraction in Embedded Sensor Processing System

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

   Author : Wenyao Zhu; [2020]
   Keywords : ;

   Abstract : Embedded sensor-based systems mounted with tens or hundreds of sensors can collect enormous time-series data, while the data analysis on those time-series is commonly conducted on the remote server-side. With the development of microprocessors, there have been increasing demands to move the analysis process to the local embedded systems. READ MORE

6. 10. Adaptive Reference Images for Blood Cells using Variational Autoencoders and Self-Organizing Maps

   University essay from Lunds universitet/Matematik LTH

   Author : Oscar Odestål; Anna Palmqvist Sjövall; [2020]
   Keywords : Image Analysis; Variational Autoencoder; Self-Organizing Maps; Deep Learning; Machine Learning; Microscopy; CellaVision; Microscope; Neural Networks; Blood Cells; White Blood Cells; Image Classification; Data Visualization; Clustering; Latent Space; Unsupervised Learning; Dimensionality Reduction; SOM; VAE; Mathematics and Statistics;

   Abstract : CellaVision develops automated microscopy for blood analysis. Their products can pre-classify 19 different types of white blood cells and support the medical technologist performing the final classification. CellaVision provides reference cells. READ MORE