Essays about: "Thomas Linton"

Found 1 essay containing the words Thomas Linton.

  1. 1. Forecasting hourly electricity consumption for sets of households using machine learning algorithms

    University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)

    Author : Thomas Linton; [2015]
    Keywords : machine learning; kernel methods; k-nearest neighbour; kernel ridge regression; gaussian processes; support vector regression; electricity; forecasting;

    Abstract : To address inefficiency, waste, and the negative consequences of electricity generation, companies and government entities are looking to behavioural change among residential consumers. To drive behavioural change, consumers need better feedback about their electricity consumption. READ MORE