Browsing Institutt for datateknologi og informatikk by Title
Now showing items 3558-3577 of 6592
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Investigating the Effect of Samples per Class and Number of Classes for Capsule Networks' Performance
(Master thesis, 2020)Bildeanalyse er allestedsnærværende i daglige tjenester, for eksempel ansiktsgjenkjenning for å låse opp telefonen, QR-koder og algoritmer for bildeforbedring. Store bransjer som autonome kjøretøy, autonome lager, samlebånd ... -
Investigating the Effects of User Features in Hate Speech Detection on Twitter
(Master thesis, 2018)Detecting hate speech has become an increasingly important task for online communities. Current methods for handling such unintended content are often heavily dependent on manual effort, and are therefore not scalable or ... -
Investigating the effects of visualizations in teacher dashboards for adaptive self-assessment systems
(Master thesis, 2022)SmartU er et adaptivt selvevalueringssystem som er laget for å hjelpe studenter å lære samtidig som det er motiverende og engasjerende. Denne oppgaven beskriver hvordan et dashbord for lærere ble utviklet og testet i dette ... -
Investigating the Generality of Deep Learning
(Master thesis, 2016)This thesis investigates how general the knowledge stored in deep-Q-networks are. This general knowledge can be used to reduce the training time of deep neural networks. Recent advances in the field of deep reinforcement ... -
Investigating the Impact of Economic Curtailment Predictive Features on Deep Learning-Based Wind Power Production Forecasting
(Master thesis, 2023)Målet med denne studien er å utforske hvordan man kan integrere prediktive faktorer knyttet til økonomiske begrensninger i vindkraftproduksjon, i dyp læring-baserte tilnærminger for prognoser av vindkraftproduksjon. Ved å ... -
Investigating the Kokhanovsky snow reflectance model in closerange spectral imaging
(Chapter, 2021)The internal structure of the snow and its reflectance function play a major contribution in its appearance. We investigate the snow reflectance model introduced by Kokhanovsky and Zege in a close-range imaging scale. By ... -
Investigating the Performance Scalability of the Vortex GPU
(Master thesis, 2022)Programvaresimulert datamaskinarkitektur-evaluering er treigt, spesielt for store fleir-kjerne arkitekturar. Ved å bruke FPGA-akselerert evaluering kan ein minske avstanden mellom simulering og prototyping, slik at ein kan ... -
Investigating the potential of the flipped classroom model in K-12 ICT teaching and learning: An action research study
(Journal article; Peer reviewed, 2017)The emerging Flipped Classroom approach has been widely used to enhance teaching practices in many subject domains and educational levels, reporting promising results for enhancing student learning experiences. However, ... -
Investigating the Reproducibility Support of Machine Learning Platforms
(Master thesis, 2019)Over de siste par tiårene har det vært en økende mengde problemer knyttet til reproduserbarhet i flere vitenskapelige felt. Over tid har det blitt klart at problemene er mer utbredte enn først antatt. Selv i felt som ... -
Investigating the use of CycleGANs in handwritten forgery detection
(Master thesis, 2021)Generative modeller som implementerer Kunstige nevrale netverk(ANNs) for bildegenerering har sett store fremskritt de siste årene. Generative Adversarial Networks(GANs) er en teknikk som har sett særlig stor utvikling, og ... -
Investigating the Use of Immersive Virtual Reality for Fish Welfare Training and Awareness
(Master thesis, 2023)Fiskevelferd er et viktig tema i norsk akvakulturindustri. Oppslukende virtuell virkelighet har også blitt mer fremtredende som et redskap brukt for opplæring de siste årene, så denne oppgaven utforsker hvordan oppslukende ... -
Investigating the Usefulness of Simulators and Prototypes as Research Tools
(Master thesis, 2021)Økende kompleksitet i prosessordesign har gjennom årene gjort forskning innenfor datamaskinarkitektur mer komplisert. For å forenkle forskningsprosessen har mange forskere begynt å bruke simulatorer som gem5, som muliggjør ... -
Investigating the value of communication in spacecraft swarms for asteroid prospecting operations
(Master thesis, 2015)Communication between spacecraft in deep space is difficult and costly. On the other hand, autonomous missions may behave suboptimally when starved for information. We investigate the balance between communication and ... -
Investigating Zero-Shot Learning techniques in multi-label scenarios
(Master thesis, 2017)Visual recognition systems are often limited to the object categories previously trained on and thus suffer in their ability to scale. This is in part due to the difficulty of acquiring sufficient labeled images as the ... -
An investigation of contemporary data-driven methods applied to complex systems
(Peer reviewed; Journal article, 2022)Understanding complex systems by the help of modeling, simulation, and control is a well-known challenge across several application domains. As such, these type of systems are not amenable to empirical models, typically ... -
Investigation of Elementary Cellular Automata for Reservoir Computing
(Master thesis, 2016)Reservoir computing is an approach to machine learning. Typical reservoir computing approaches use large, untrained artificial neural networks to transform an input signal. To produce the desired output, a readout layer ... -
Investigation of the use of test automation in software quality assurance in Norwegian companies and organisations
(Master thesis, 2016)The focus of this thesis has been about automated testing in practice. Using testing tools is quite common phenomenon in software companies. A questionnaire about the use of testing tools in software quality assurance to ... -
Investigation of Universality in Cross-modal Correspondences Between Hue and Pitch
(Master thesis, 2023)The combination of different senses is necessary to enhance perception. There exists a hypothesis that correspondences between different modalities are processed automatically in our daily lives and thus seemingly unrelated ... -
Invisible Data Curation Practices: A Case Study from Facility Management
(Peer reviewed; Journal article, 2021)Facility management, which concerns the administration, operations, and maintenance of buildings, is a sector undergoing significant changes while becoming digitalized and data driven. In facility management sector, companies ... -
Invisible Work Pre- and Post- Digitalisation: The Case of a Health Authority in Norway
(Peer reviewed; Journal article, 2020)In this paper, we argue that, despite the increasing opportunities for transparency and visibility that come with the digitalisation of workplaces, invisible work remains a highly relevant concept, as it represents practices ...