Blar i Master's theses (RealTek) på forfatter "Indahl, Ulf Geir"
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Anvendelser av Tikhonov-regularisering på regresjon og klassifikasjon med rask «leave one out» kryssvalidering
Ansnes, Martin Seland (Master thesis, 2016-08-29)I denne oppgaven har jeg sett på Tikhonov-regulasisering av regresjons- og klassifikasjonsproblemer og sammeliknet egne og veileders Matlab-script med andre regresjonsog klassifikasjonsmetoder med hensyn på tidsbruk og ... -
Can Tabular Generative Models generate realistic synthetic Near Infrared spectroscopic data?
Finnøy, Isak (Master thesis, 2023)In this thesis, we evaluated the performance of two generative models, Conditional Tabular Generative Adversarial Network (CTGAN) and Tabular Variational Autoencoder (TVAE), from the open-source library Synthetic Data Vault ... -
Determining the origin of impulsive noise events using wireless sound sensors
Nemazi, Fabian (Master thesis, 2021)Environmental noise is a serious and growing pollution problem, with over 100 million people affected in Europe just by road traffic. Measuring and monitoring noise using a wireless sensor network is therefore getting ... -
Exploring the possibilities of obtaining CNN-quality classification models without using convolutional neural networks
Arfan, Amir Inaamullah (Master thesis, 2022)In this thesis, we pursue the success of Convolutional Neural Networks for image classification tasks. We explore the possibilities of achieving state-of-the-art performance without explicitly using CNNs on 2D grayscale ... -
Non-ferrous metal price forecasting with Recurrent Neural Networks : how do they perform when forecasting multiple timesteps ahead?
Bø, Martin (Master thesis, 2021)This thesis aims to forecast the daily price of aluminum, copper and zinc from the London Metal Exchange five days ahead based on prices the previous five days using different recurrent neural networks. A “last-known ...