Essays about: "Beatrice Ionascu"

Found 1 essay containing the words Beatrice Ionascu.

  1. 1. Modelling user interaction at scale with deep generative methods

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

    Author : Beatrice Ionascu; [2018]
    Keywords : generative model; deep learning; variational auto-encoder; convolutional neural network; time-series; data reconstruction;

    Abstract : Understanding how users interact with a company's service is essential for data-driven businesses that want to better cater to their users and improve their offering. By using a generative machine learning approach it is possible to model user behaviour and generate new data to simulate or recognize and explain typical usage patterns. READ MORE