Essays about: "Anton Silfver"

Found 2 essays containing the words Anton Silfver.

1. 1. Short-Term Forecasting of Taxi Demand using a two Channelled Convolutional LSTM network

   University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

   Author : Anton Silfver; [2019]
   Keywords : LSTM; ConvLSTM; Deep Learning; Taxi demand;

   Abstract : In this thesis a model capable of predicting taxidemand with high accuracy across five different real world single company datasets is presented. The model uses historical drop off and arrival information to make accurate shortterm predictions about future taxi demand. The model is compared to and outperforms both LSTM and statistical baselines. READ MORE

3. 2. Signal-aware adaptive timeout in cellular networks : Analysing predictability of link failure in cellular networks based on network conditions

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Martin Larsson; Anton Silfver; [2017]
   Keywords : channel quality indicator; adaptive timeout; cellular networks; LTE;

   Abstract : Cellular networks are becoming more common, this introduces new challenges in dealing with their error prone nature. To improve end-to-end performance when the first link in the connection is wireless, an adaptive timeout based on network conditions is constructed. READ MORE