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Showing result 1 - 5 of 120 essays matching the above criteria.

  1. 1. How Certain Are You of Getting a Parking Space? : A deep learning approach to parking availability prediction

    University essay from Linköpings universitet/Institutionen för datavetenskap; Linköpings universitet/Institutionen för datavetenskap

    Author : Mathias Nilsson; Sophie von Corswant; [2020]
    Keywords : monte carlo dropout; mc dropout; long short term memory; lstm; neural network; recurrent neural network; gradient tree boosting; rnn; gradient boosting regression tree; gbrt; quantile regression; traffic congestion; parking; parking occupancy; parking availability; parking space; parking lot; machine learning;

    Abstract : Traffic congestion is a severe problem in urban areas and it leads to the emission of greenhouse gases and air pollution. In general, drivers lack knowledge of the location and availability of free parking spaces in urban cities. READ MORE

  2. 2. Coronavirus public sentiment analysis with BERT deep learning

    University essay from Högskolan Dalarna/Informatik

    Author : Jintao Ling; [2020]
    Keywords : coronavirus; deep learning; sentiment analysis; token embedding; social media;

    Abstract : Microblog has become a central platform where people express their thoughts and opinions toward public events in China. With the sudden outbreak of coronavirus, the posts related to coronavirus are usually followed by a burst immediately in microblog volume, which provides a great opportunity to explore public sentiment about the events. READ MORE

  3. 3. The Emergence of OFO Sharing Bicycles in Beijing : A case study of applying digital innovation

    University essay from Jönköping University/IHH, Informatik; Jönköping University/IHH, Informatik

    Author : XIAOFENG WANG; WAI SHAN YU; [2020]
    Keywords : Bicycle-sharing system; Digitalization; Socio-technical System; Digital Innovation;

    Abstract : Digitalization is an important theme in Informatics research. Especially in today's digital society, people cannot live without the help of information technologies. The purpose of the study was to explore how the digitization process happened in the bicycle industry. READ MORE

  4. 4. The Strange Case of Climate Policy and Economic Development: An Analysis of the Porter Hypothesis in the Context of Emission Trading Pilots in China

    University essay from Lunds universitet/Ekonomisk-historiska institutionen

    Author : Roman Eric Sieler; [2020]
    Keywords : Porter Hypothesis; China; Emission Trading; ETS; Economic Effects; Climate Policy; Environmental Policy; Emission Trading Pilots; Innovation; Structural Change; Business and Economics;

    Abstract : Due to the climate crisis, more developing and emerging economies are considering to implement climate policies. However, since economic development remains high on their respective agendas, understanding economic consequences of such policies is crucial. READ MORE

  5. 5. Policy-based Reinforcement learning control for window opening and closing in an office building

    University essay from Högskolan Dalarna/Mikrodataanalys; Högskolan Dalarna/Mikrodataanalys

    Author : Gokul Kaisaravalli Bhojraj; Yeswanth Surya Achyut Markonda; [2020]
    Keywords : Markov decision processes; Policy-based Reinforcement learning; Value-based Reinforcement learning; Q-learning; REINFORCE; policy gradient; window control; indoor comfort level;

    Abstract : The level of indoor comfort can highly be influenced by window opening and closing behavior of the occupant in an office building. It will not only affect the comfort level but also affects the energy consumption, if not properly managed. This occupant behavior is not easy to predict and control in conventional way. READ MORE