Essays about: "Grundorsaksanalys"

Showing result 1 - 5 of 6 essays containing the word Grundorsaksanalys.

  1. 1. Increasing explainability of neural network based retail credit risk models

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

    Author : Anton Evilevitch; [2023]
    Keywords : Explainability; Artificial Neural Network; Mortgage Credit Risk Modeling; Förklarbarhet; Artificiella Neurala Nätverk; Modellering av Hypotekskreditrisk;

    Abstract : Due to their ’black box’ nature, Artificial Neural Networks (ANN) are not permitted for use in various applications. One such application is mortgage credit risk modeling. READ MORE

  3. 2. Anomaly Detection for Root Cause Analysis in System Logs using Long Short-Term Memory

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

    Author : Johan von Hacht; [2021]
    Keywords : Anomaly detection; Root cause analysis; System logs; Long Short-Term Memory; Machine learning; Anomalidetektion; Grundorsaksanalys; System loggar; Long Short-Term Memory; Maskininlärning;

    Abstract : Many software systems are under test to ensure that they function as expected. Sometimes, a test can fail, and in that case, it is essential to understand the cause of the failure. However, as systems grow larger and become more complex, this task can become non-trivial and potentially take much time. READ MORE

  4. 3. Root cause analysis using Bayesian networks for a video streaming service

    University essay from KTH/Matematisk statistik

    Author : Max Riesel; [2019]
    Keywords : Bayesian networks; Root cause analysis; applied mathematics; Bayesianska nätverk; Grundorsaksanalys; tillämpad matematik;

    Abstract : In this thesis, an approach for localizing culprits of degradation of quality measures in an IPTV streaming service using Bayesian net-work is presented. This task is referred to as Root Cause Analysis(RCA). READ MORE

  5. 4. Anomaly Detection and Root Cause Analysis for LTE Radio Base Stations

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

    Author : Sergio López; [2018]
    Keywords : anomaly detection data science machine learning LTE radio;

    Abstract : This project aims to detect possible anomalies in the resource consumption of radio base stations within the 4G LTE Radio architecture. This has been done by analyzing the statistical data that each node generates every 15 minutes, in the form of "performance maintenance counters". READ MORE

  6. 5. Automated Measurement and Change Detection of an Application’s Network Activity for Quality Assistance

    University essay from Linköpings universitet/Databas och informationsteknik; Linköpings universitet/Tekniska högskolan

    Author : Robert Nissa Holmgren; [2014]
    Keywords : computer networking; software quality assurance; novelty detection; clustering;

    Abstract : Network usage is an important quality metric for mobile apps. Slow networks, low monthly traffic quotas and high roaming fees restrict mobile users’ amount of usable Internet traffic. Companies wanting their apps to stay competitive must be aware of their network usage and changes to it. READ MORE