Essays about: "Filip Natvig"

Found 2 essays containing the words Filip Natvig.

  1. 1. Knowledge Transfer Applied on an Anomaly Detection Problem Using Financial Data

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Filip Natvig; [2021]
    Keywords : Machine learning; Deep learning; Artificial intelligence; AI; Neural networks; Anomaly detection; Transfer learning; Knowledge transfer; LSTM Autoencoder;

    Abstract : Anomaly detection in high-dimensional financial transaction data is challenging and resource-intensive, particularly when the dataset is unlabeled. Sometimes, one can alleviate the computational cost and improve the results by utilizing a pre-trained model, provided that the features learned from the pre-training are useful for learning the second task. READ MORE

  2. 2. Development of real time audio equalizer application using MATLAB App Designer

    University essay from Uppsala universitet/Signaler och System; Uppsala universitet/Signaler och System; Uppsala universitet/Signaler och System

    Author : Johannes Langelaar; Adam Strömme Mattsson; Filip Natvig; [2019]
    Keywords : Equalizer; Graphic equalizer; DSP; Digital signal processing; Audio processing; MATLAB; MATLAB App Designer; parallell filter;

    Abstract : This paper outlines the design of a high-precision graphic audio equalizer with digital filters in parallel, along with its implementation in MATLAB App Designer. The equalizer is comprised of 31 bands separated with a one-third octave frequency ratio, and its frequency response is controlled by 63 filters. READ MORE