Essays about: "Non-linear-regression"
Showing result 1 - 5 of 9 essays containing the word Non-linear-regression.
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1. Mapping of Dependent Structural Responses on a Prestressed Concrete Bridge using Machine Learning Regression Analysis and Historical Data : A Comparison of Different Non-linear Regression Approaches
University essay from Umeå universitet/Institutionen för datavetenskapAbstract : Prestressed concrete bridges are susceptible to deterioration over time which might significantly affect their capacity and overall performance. In previous decades, infrastructure owners have found that continuous monitoring of these assets is a valuable tool for their management as it facilitates the decision-making process regarding the intervention strategies required. READ MORE
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2. Gaussian processes for online system identification and control of a quadrotor
University essay from Lunds universitet/Institutionen för reglerteknikAbstract : The aim of this master thesis was to develop adaptive control for a quadrotor using Gaussian process regression (GP). Online regression with GPs can provide many benefits as it is a flexible non-linear regression model that can provide uncertainty measures of the estimate. However, online GP regression may also gives rise to problems. READ MORE
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3. Diagnostics and Prognostics of safety critical systems using machine learning, time and frequency domain analysis
University essay from Blekinge Tekniska Högskola/Institutionen för tillämpad signalbehandlingAbstract : The prime focus of this thesis was to develop a robust Prognostic and Diagnostic Health Management module (PDHM), capable of detecting faults, classifying faults, fault progression tracking and estimating time to failure. Priority was to obtain as much accuracy as possible with the bare minimum amount of sensors as possible. READ MORE
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4. The development and analysis of a computationally efficient data driven suit jacket fit recommendation system
University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)Abstract : In this master thesis work we design and analyze a data driven suit jacket fit recommendation system which aim to guide shoppers in the process of assessing garment fit over the web. The system is divided into two stages. READ MORE
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5. Accuracy in Swedish unsegmented and segmented rating curves : Accounting for measurement uncertainty and heteroscedasticity
University essay from Uppsala universitet/Institutionen för geovetenskaperAbstract : River discharge estimation is the basic hydrological information for most hydrological applications in various socioeconomic planning. Increasing the accuracy of the traditional rating curve in relation to river discharge estimation would be very valuable to hydrological applications. READ MORE