• Model-Free All-Source-All-Destination Learning as a Model for Biological Reactive Control 

      Knudsen, Martinius; Hendseth, Sverre; Tufte, Gunnar; Sandvig, Axel (Journal article; Peer reviewed, 2021)
      We present here a model-free method for learning actions that lead to an all-source-all-destination shortest path solution. We motivate our approach in the context of biological learning for reactive control. Our method ...
    • Model-free Control of Partially Observable Underactuated Systems by pairing Reinforcement Learning with Delay Embeddings 

      Knudsen, Martinius; Hendseth, Sverre; Tufte, Gunnar; Sandvig, Axel (Peer reviewed; Journal article, 2022)
      Abstract: Partial observability is a problem in control design where the measured states are insufficient in describing the systems trajectory. Interesting real-world systems often exhibit nonlinear behavior and noisy, ...
    • Modeling Communication on Multi-GPU Systems 

      Spampinato, Daniele (Master thesis, 2009)
      Coupling commodity CPUs and modern GPUs give you heterogeneous systems that are cheap, high-performance with incredible FLOPS counts. Recent evolution of GPGPU models and technologies make these systems even more appealing ...
    • Modeling concept drift: A probabilistic graphical model based approach 

      Borchani, Hanen; Martinez, Ana M.; Masegosa, Andres; Langseth, Helge; Nielsen, Thomas D.; Salmeron, Antonio; Fernandez, Antonio; Madsen, Anders L.; Sáez, Ramón (Journal article; Peer reviewed, 2015-11-22)
      An often used approach for detecting and adapting to concept drift when doing classification is to treat the data as i.i.d. and use changes in classification accuracy as an indication of concept drift. In this paper, ...
    • Modeling Emerging Memory-Divergent GPU Applications 

      Wang, Lu; Jahre, Magnus; Adileh, Almutaz; Wang, Zhiying; Eeckhout, Lieven (Journal article; Peer reviewed, 2019)
      Analytical performance models yield valuable architectural insight without incurring the excessive runtime overheads of simulation. In this work, we study contemporary GPU applications and find that the key performance-related ...
    • Modeling of mobile information systems 

      Strømjordet, Espen (Master thesis, 2017)
      Conceptual modeling languages are used for among other things sensemaking and analysis of information systems. In the field of mobile information systems, there is a lack of modeling notations that cover the specific ...
    • Modeling Periodic Energy-Harvesting Computing Systems 

      Ghasemisoumeeh, Fatemeh; Jahre, Magnus (Peer reviewed; Journal article, 2021)
      The Internet of Things (IoT) requires Ultra-Low Power (ULP) systems that communicate wirelessly and solely rely on harvested energy to scalably interact with the environment. This is challenging for IoT developers because ...
    • Modeling Place Cells with a Biological Plausible Artificial Neural Network 

      Aamodt, Kjetil (Master thesis, 2011)
      The purpose of this paper is to use an artificial neural network to simulate the generation of place cell in the mammal hippocampus. These cells are a result of sensory stimuli input to animals like the rat. In this paper ...
    • Modeling Wind-Speed Statistics beyond the Weibull Distribution 

      Lencastre, Pedro; Yazidi, Anis; Lind, Pedro (Journal article; Peer reviewed, 2024)
      While it is well known that the Weibull distribution is a good model for wind-speed measurements and can be explained through simple statistical arguments, how such a model holds for shorter time periods is still an open ...
    • Modell for innføring av et ledelsessystem for informasjonssikkerhet 

      Sand, Simen; Ravna, Natalia; Rønning, Martin (Bachelor thesis, 2019)
      Formålet til denne forskningsrapporten er å analysere hvorvidt vår nåværende modell for innføring av et ISMS har blitt foreldet som følge av store fremskritt og endringer innen feltet, hvordan den nye personvernsforordningen ...
    • Modelling Cell Cycle Phase Distribution in Cell Cultures 

      (Master thesis, 2019)
      Vi benytter oss av enkeltcelle RNA genekspresjonsdata for å studere cellesyklusen. To metoder for enkeltcelle RNA genekspresjonskvantifisering sammenlignes. Vi analyserer både tellematrisene og ytelsen på begge metodene. ...
    • Modelling fibre orientation of the left ventricular human heart wall 

      Siem, Knut Vidar Løvøy (Master thesis, 2007)
      The purpose of this thesis is to obtain and represent the orientation of the muscle fibres in the left ventricular wall of the human heart. The orientation of these fibres vary continuously through the wall. This report ...
    • Modelling Inclusive Cache Hierarchies in Multi-core Systems 

      Gaustad, Anders (Master thesis, 2022)
      Ytelsen til moderne datasystemer er ofte begrenset av hastigheten til minnet da hastigheten til prosessorer har økt mye mer enn hastigheten til minnesystemer over flere år. Dette har ført til at minnesystemer ofte blir en ...
    • Modelling microRNA regulation in time series data 

      Tomasdottir, Tinna (Master thesis, 2014)
      MicroRNA (mRNA) is a gene regulating factor that binds to messenger RNA (mRNA) and inhibits translation or causes degradation of the mRNA. Many methods are available to predict which mRNAs are targets for miRNA but most ...
    • Modelling Norm Dynamics in Multi-Agent Systems 

      Frantz, Christopher Konstantin; Pigozzi, Gabriella (Journal article; Peer reviewed, 2018)
    • Modelling pervasive platforms and digital services for smart urban transformation using an enterprise architecture framework 

      Bokolo, Anthony Junior; Petersen, Sobah Abbas; Helfert, Markus; Ahlers, Dirk; Krogstie, John (Peer reviewed; Journal article, 2021)
      Purpose In smart cities pervasive systems are deployed by enterprises and stakeholders in municipalities to provide digital services to citizens. But cities are faced with the challenge of achieving system pluggability, ...
    • Modelling Similarity for Comparing Physical Activity Profiles - A Data-Driven Approach 

      Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle (Journal article; Peer reviewed, 2018)
      Objective measurements of physical behaviour are an interesting research field from the public health and computer science perspective. While for public health research, measurements with a high quality and feasible setup ...
    • Modenhetsmodell for måling av datadrevenhet i organisasjoner 

      Gjetsund, Erica; Jenserud, Victoria (Bachelor thesis, 2021)
      Denne bacheloroppgaven er skrevet etter forslag fra Avinor AS, et statlig-eid selskap som har ansvar for å planlegge, bygge ut og drive 44 statlig eide lufthavner. Avinor ønsket en modenhetsvurdering knyttet opp mot ...
    • Modern AI versus century-old mathematical models: How far can we go with generative adversarial networks to reproduce stochastic processes? 

      Rego Lencastre e Silva, Pedro; Gjersdal, Marit; Gorjão, Leonardo Rydin; Yazidi, Anis; Lind, Pedro (Peer reviewed; Journal article, 2023)
      The usage of generative adversarial networks (GAN)s for synthetic time-series data generation has been gaining popularity in recent years with applications from finance to music composition and processing of textual content. ...
    • Modern ICT Management in Trondheim Municipality 

      Lindaas, Jonas Drageset (Master thesis, 2023)
      For å kunne effektivt produsere verdi er god forvaltning av Informasjons- og Kommunikasjonsteknologi (IKT) et viktig verktøy for den offentlige sektoren. I denne oppgaven utforsker vi anskaffelse og forvaltning av IKT ...