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Found 2 essays matching the above criteria.

1. 1. Forecasting Daily Supermarkets Sales with Machine Learning

   University essay from KTH/Optimeringslära och systemteori

   Author : Daniel Fredén; Hampus Larsson; [2020]
   Keywords : Statistics; applied mathematics; machine learning; retail industry; time-series; forecasts; neural network; XGBoost; ARIMA; ARIMAX; Facebook Prophet; Prophet; LSTM; Statistik; tillämpad matematik; maskininlärning; livsmedelsindustrin; prognostisering tidsserier; neurala nätverk; XGBoost; ARIMA; ARIMAX; Facebook Prophet; Prophet; LSTM;

   Abstract : Improved sales forecasts for individual products in retail stores can have a positive effect both environmentally and economically. Historically these forecasts have been done through a combination of statistical measurements and experience. READ MORE

3. 2. Network Optimization for a New Cryptocurrency

   University essay from KTH/Optimeringslära och systemteori

   Author : Daniel Fredén; Simon Norell; [2018]
   Keywords : ;

   Abstract : Since the current cryptocurrencies has failed to reach the level of normality of standard fiat currencies and banking systems there exist a need for a new cryptocurrency if this shall ever be the case. This project will be a part of creating and designing such a cryptocurrency that hope to compete with the fiat currencies of our time. READ MORE