Essays about: "Simon Sävhammar"

Found 1 essay containing the words Simon Sävhammar.

  1. 1. Uniform interval normalization : Data representation of sparse and noisy data sets for machine learning

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Simon Sävhammar; [2020]
    Keywords : Multivariate time series; forecasting; machine learning; LSTM; data representation; fuzzification;

    Abstract : The uniform interval normalization technique is proposed as an approach to handle sparse data and to handle noise in the data. The technique is evaluated transforming and normalizing the MoodMapper and Safebase data sets, the predictive capabilities are compared by forecasting the data set with aLSTM model. READ MORE