Essays about: "Abgeiba Yaroslava Isunza Navarro"

Found 1 essay containing the words Abgeiba Yaroslava Isunza Navarro.

  1. 1. Evaluation of Attention Mechanisms for Just-In-Time Software Defect Prediction

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

    Author : Abgeiba Yaroslava Isunza Navarro; [2020]
    Keywords : Just-in-Time Software Defect Prediction; Attention Mechanism; Convolutional Neural Network; Feature Extraction; Just-in-Time Software Defect Prediction; Attention Mechanism; Convolutional Neural Network; Feature Extraction;

    Abstract : Just-In-Time Software Defect Prediction (JIT-DP) focuses on predicting errors in software at change-level with the objective of helping developers identify defects while the development process is still ongoing, and improving the quality of software applications. This work studies deep learning techniques by applying attention mechanisms that have been successful in, among others, Natural Language Processing (NLP) tasks. READ MORE