Browsing Studentoppgaver (TN-IDE) by Subject "nevrale nettverk"

Now showing items 1-9 of 9

    • Advanced vision based vehicle classification for traffic surveillance system using neural networks 

      Thomessen, Eirik Aflekt (Masteroppgave/UIS-TN-IDE/2017;, Master thesis, 2017-06)
      This master thesis focus on traffic monitoring, which are of importance to fulfill planning and traffic management of road networks. An important requirement is data interpretation accuracy to provide adequate characteristic ...

    • Automatic Entity Typing using Deep Learning 

      Hovda, Jon Arne Bø (Masteroppgave/UIS-TN-IDE/2018;, Master thesis, 2018-06-15)
      Knowledge bases contain vast amounts of information about entities and their semantic types. These can be leveraged in a variety of information access tasks like natural language processing and information retrieval. ...

    • Bruk av nevrale nettverk for avansert deteksjon av objekter under vann. 

      Lunde, Gaute Dirdal (Masteroppgave/UIS-TN-IDE/2009;, Master thesis, 2009-06)
      SwimEye er et system for å øke sikkerheten mot drukningsulykker i basseng. Det er ønskelig å gjøre SwimEyes deteksjon enda bedre, og denne masteroppgaven kommer frem til en løsning på dette problemet ved bruk av et nevralt ...

    • Decreasing Manual Workload by Automating SAP Travel Expense Workflows 

      Husebø, Ivan-Louis Miranda; Kvist, Andreas (Masteroppgave/UIS-TN-IDE/2018;, Master thesis, 2018-06)
      In the 21st century, efficiency is a key focus for several organisations, and because of this, machine learning and process automation is getting a lot of attention. The Norwegian Government Agency of Financial Management ...

    • Gene splice site prediction using Artificial Neural Networks 

      Johansen, Øystein (Masteroppgave/UIS-TN-IDE/2008, Master thesis, 2008)
      Gene prediction is the process of finding the location of genes and other meaningful subsequences in DNA sequences. This process is time consuming and expensive when done by biochemical methods and genetics. An other approach ...

    • Smart Meter Based Load Forecasting for Residential Customers Using Machine Learning Algorithms 

      Resulaj, Redjol (Masteroppgave/UIS-TN-IDE/2019;, Master thesis, 2019-06-12)
      The focus of this thesis is the use of machine learning algorithms to perform next step short term load forecasting on fifty five households in Stavanger, Norway. A dataset containing electricity consumption data for more ...

    • Synaptic Vesicle Detection in Microscopy Images using Convolutional Neural Network and Compressed Sensing 

      Tofteberg, Simen Walmestad (Masteroppgave/UIS-TN-IDE/2018;, Master thesis, 2018-06-15)
      In response to stressful situations, the body activates its sympathetic nervous system with the sudden release of hormones. This increases the presence of adrenaline and noradrenaline which improves muscle strength and ...

    • Testing Different Ways to analyse Data from Well Sensors Using Neural Networks and Image Processing 

      Haugsand, Fredrik (Masteroppgave/UIS-TN-IDE/2018;, Master thesis, 2018-06-15)
      This thesis focuses on evaluation and testing different approaches of image recognition, neural networks and data analytics with application to the analysis of data collected from sensors installed in wells operated in the ...

    • Using deep learning to predict traffic congestion in road tunnels 

      Aravindan, Vinothini; Kumar, Parvathy Anil (Masteroppgave/UIS-TN-IDE/2020;, Master thesis, 2024)
      Tunnels are a critical component of Norway’s transportation infrastructure, cutting through its rugged landscapes to facilitate the smooth movement of people and goods across the country. Given the constrained nature of ...