Essays about: "self-organizing"

Showing result 1 - 5 of 56 essays containing the word self-organizing.

  1. 1. 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

  2. 2. Feasibility Study for Autovalidation of Blood Cells in a Digital Morphology System

    University essay from Lunds universitet/Matematik LTH

    Author : Elin Branzell; Linnea Hellholm; [2019]
    Keywords : Technology and Engineering;

    Abstract : This thesis was carried out at CellaVision, a company within digital blood analysis, with the aim of investigating the possibility of autovalidation of blood cells using neural networks. The thesis started with preparing a dataset for training and validation, including cell features and binary labels indicating if the cell is easy or difficult to classify. READ MORE

  3. 3. Self-Organizing High-Assurance Privacy

    University essay from Uppsala universitet/Institutionen för informationsteknologi; Uppsala universitet/Institutionen för informationsteknologi

    Author : Joakim Ingnäs; Nicole Tutsch; [2019]
    Keywords : ;

    Abstract : When using a network, devices might have to securely communicate with oneanother. Issues arise when the devices are unaware of others in the network, orwhen the devices have to be manually updated with the information about thedevices they wish to communicate with. This presents an issue with bootstrappingover networks. READ MORE

  4. 4. Machine learning to detect anomalies in datacenter

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Filip Lindh; [2019]
    Keywords : machine learning; anomaly detection; server; support vector machine; performance data;

    Abstract : This thesis investigates the possibility of using anomaly detection on performance data of virtual servers in a datacenter to detect malfunctioning servers. Using anomaly detection can potentially reduce the time a server is malfunctioning, as the server can be detected and checked before the error has a significant impact. READ MORE

  5. 5. The management differences between self-organizing team and traditional team: Focus on communication and coordination

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik; Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Huang Jiarou; Ye Sigewei; [2019]
    Keywords : Communication; Coordination; Practice; Benefit; Challenges; Development team;

    Abstract : .... READ MORE