Essays about: "nrl"

Found 4 essays containing the word nrl.

  1. 1. Privacy Preserving Survival Prediction With Graph Neural Networks

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

    Author : Stefano Fedeli; [2021]
    Keywords : Graph Neural Network; Survival Analysis; Differential Privacy; Clinical Data; Registries; Population Study;

    Abstract : In the development process of novel cancer drugs, one important aspect is to identify patient populations with a high risk of early death so that resources can be focused on patients with the highest medical unmet need. Many cancer types are heterogeneous and there is a need to identify patients with aggressive diseases, meaning a high risk of early death, compared to patients with indolent diseases, meaning a low risk of early death. READ MORE

  3. 2. Real-time Anomaly Detection on Financial Data

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

    Author : Anna Martignano; [2020]
    Keywords : Network Representation Learning; Anomaly Detection; Financial Industry; Graph Neural Networks; Dynamic Graphs; Heterogeneous Graphs; Nätverkiskt Representationsinlärning; Avvikelse av Anomali; Finansiell Industri; Grafiskt Neuralt Nätverk; Dynamiska Grafer; Heterogena Grafer;

    Abstract : This work presents an investigation of tailoring Network Representation Learning (NRL) for an application in the Financial Industry. NRL approaches are data-driven models that learn how to encode graph structures into low-dimensional vector spaces, which can be further exploited by downstream Machine Learning applications. READ MORE

  4. 3. Toxin production among epidemic Clostridioides difficile PCR ribotypes in Sweden

    University essay from Örebro universitet/Institutionen för medicinska vetenskaper

    Author : Hanna Berghamre; [2020]
    Keywords : ;

    Abstract : Introduction Clostridioides difficile infection (CDI) is the main cause of antibiotic microflora triggered enteritis. Production of toxin A and B elicit enterocytic inflammation and diarrhea. Hospital outbreaks from certain PCR ribotypes are well known due to excess morbidity and mortality. READ MORE

  5. 4. PERFORMANCE EVALUATION OF MANET ROUTING PROTOCOLS

    University essay from Blekinge Tekniska Högskola/Sektionen för datavetenskap och kommunikation

    Author : Syed Iftikhar Hussain Shah; Syed Hassan Shaheed; [2011]
    Keywords : MANET; PDF; NRL; throughput; delay; AODV; DSR; GRP; OLSR;

    Abstract : The research study determines OPNET simulation to evaluate the MANET routing protocols i.e. AODV, DSR, GRP and OLSR performance for HTTP and FTP base application traffic. Results from the simulation result helps to measure the performance matrix i. READ MORE