Sökning: "Abyel Tesfay"

Hittade 2 uppsatser innehållade orden Abyel Tesfay.

  1. 1. Extraction of Global Features for enhancing Machine Learning Performance

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Abyel Tesfay; [2023]
    Nyckelord :Machine Learning; Deep Learning; Feature Extraction; Global Features; Time-series data; Bioprocessing; Maskininlärning; Djupinlärning; Funktionsextraktion; Globala Funktioner; Tidsserie data; Biobearbetning;

    Sammanfattning : Data Science plays an essential role in many organizations and industries to become data-driven in their decision-making and workflow, as models can provide relevant input in areas such as social media, the stock market, and manufacturing industries. To train models of quality, data preparation methods such as feature extraction are used to extract relevant features. LÄS MER

  3. 2. En undersökning av insatsen för omkonstruktion av ett programvarusystem

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Abyel Tesfay; Erik Berglund; [2021]
    Nyckelord :Re-engineering; process model; effort; qualitative research; action research; Omkonstruktion; Processmodell; Insats; Kvalitativ forskning; Aktionsforskning;

    Sammanfattning : There exists a large amount of old software that are still used by organizations and companies, despite their defects and expensive maintenance costs. This is because of their value to the businesses. To solve the issues with the old software, re-engineering can be used as a way to reuse and maintain these software. LÄS MER