Essays about: "sekventiell data"
Showing result 11 - 15 of 63 essays containing the words sekventiell data.
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11. Basil-GAN
University essay from KTH/Matematisk statistikAbstract : Developments in computer vision has sought to design deep neural networks which trained on a large set of images are able to generate high quality artificial images which share semantic qualities with the original image set. A pivotal shift was made with the introduction of the generative adversarial network (GAN) by Goodfellow et al.. READ MORE
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12. Classification of Repeated Measurement Data Using Growth Curves and Neural Networks
University essay from Linköpings universitet/Tillämpad matematik; Linköpings universitet/Tekniska fakultetenAbstract : This thesis focuses on statistical and machine learning methods designed for sequential and repeated measurement data. We start off by considering the classic general linear model (MANOVA) followed by its generalization, the growth curve model (GMANOVA), designed for analysis of repeated measurement data. READ MORE
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13. Sequential Knowledge Tracing with Transformer Models
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Transformer models, delivering big improvement in AI text-models (NLP), are now being applied in Knowledge Tracing to track the knowledge of students over time. One of the first, SAINT, showed quite some improvement over the then SOTA results on the public EdNet dataset and caused an increase in research based on transformer-based models. READ MORE
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14. Gaze tracking using Recurrent Neural Networks : Hardware agnostic gaze estimation using temporal features, synthetic data and a geometric model
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Vision is an important tool for us humans and significant effort has been put into creating solutions that let us measure how we use it. Most common among the techniques to measure gaze direction is to use specialised hardware such as infrared eye trackers. READ MORE
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15. Flight Sorting Algorithm Based on Users’ Behaviour
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The model predicts the best flight order and recommend best flight to users. The thesis could be divided into the following three parts: Feature choosing, data-preprocessing, and various algorithms experiment. READ MORE