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Sennema, Erik (author)Intrusion detection systems (IDSs) are essential for protecting computer systems and networks from malicious attacks. However, IDSs face challenges in dealing with dynamic and imbalanced data, as well as limited label availability. In this thesis, we propose a novel elastic gradient boosting decision tree algorithm, namely Elastic CatBoost...master thesis 2023
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Elerian, M.F.A.I. (author)The depletion of terrestrial mineral deposits and the increasing demand for minerals are causing disruptions in the global supply chain. The shift towards renewable technologies requires significant quantities of metals used, for example, in the production of electric vehicles and wind turbines, putting additional strain on the supply chain. The...doctoral thesis 2023
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Koshy Cherian, Jeswin (author)Drifting, a specialized form of sideslip control, involves intentionally inducing and maintaining a state of oversteer for lateral sliding of the vehicle. While previous research has primarily focused on autonomous drift control, the integration of the driver in the control loop remains largely unexplored. This thesis aims to explore how a...master thesis 2023
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Fabre, Elodie (author)Facing the neo-liberalisation of the city, "the furtive monument" is a path across the city, combining programs of the body, the mind and the politics, in order to reach a state of empowerment. Based on a situationist drift, architectural interventions transform the way the city of Rotterdam is experienced, not based on profit but based on...master thesis 2023
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Meijer, Stan (author)Abstract—This paper proposes a Nonlinear Model Predictive Control (NMPC) application for automated drifting, with exper- imental verification on a standard production vehicle, without hardware modifications. The controller stabilizes the vehicle on a high sideslip angle, which implies an equilibrium condition beyond tyre friction limits. The...master thesis 2023
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Bontje, Floor (author)When a person makes a decision, it is automatically accompanied by a subjective probability judgement of the decision being correct, in other words, a (local) confidence judgement. Confidence judgements have, among other things, an<br/>effect on justifications of future decisions and behaviour. A better understanding of the metacognitive...master thesis 2023
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Weiler, Marnix (author)During ‘float-out’ installation of export cables, the cable is pulled to shore while floating, supported by inflatable floaters. Understanding the hydrodynamic behaviour of these cable-floater-systems (CFS’s) is important, to be able to relate the hydraulic environment to the cable stresses and determine the maximum allowed hydraulic conditions...master thesis 2023
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Kanniainen, Konsta (author)Various techniques have been studied to handle unexpected changes in data streams, a phenomenon called concept drift. When the incoming data is not labeled and the labels are also not obtainable with a reasonable effort, detecting these drifts becomes less trivial. This study evaluates how well two data distribution based label-independent drift...bachelor thesis 2023
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André, Baptiste (author)When deployed in production, machine learning models sometimes lose accuracy over time due to a change in the distribution of the incoming data, which results in the model not reflecting reality any longer. A concept drift is this loss of accuracy over time. Drift detectors are algorithms used to detect such drifts. Drift detectors are important...bachelor thesis 2023
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D’Amore, Simone (author), Bianchi, S. (author), Ciurlanti, Jonathan (author), Pampanin, Stefano (author)In the last decades, recent earthquakes have further highlighted the high vulnerability of non-structural components. Post-earthquake damage due to building envelope, equipment and building contents can lead to substantial economic losses in terms of repair costs and daily activity interruption (downtime). Moreover, non-structural damage can...journal article 2023
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Poenaru-Olaru, L. (author), Cruz, Luis (author), Rellermeyer, Jan S. (author), van Deursen, A. (author)AIOps solutions enable faster discovery of failures in operational large-scale systems through machine learning models trained on operation data. These models become outdated during the occurrence of concept drift, a term used to describe shifts in data distributions. In operation data concept drift is inevitable and it impacts the...conference paper 2023
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Poenaru-Olaru, L. (author), Sallou, J. (author), Cruz, Luis (author), Rellermeyer, Jan S. (author), van Deursen, A. (author)Deployed machine learning systems often suffer from accuracy degradation over time generated by constant data shifts, also known as concept drift. Therefore, these systems require regular maintenance, in which the machine learning model needs to be adapted to concept drift. The literature presents plenty of model adaptation techniques. The...conference paper 2023
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Cador, Andrei (author)Full vehicle automation requires complete control over all driving scenarios that can be encountered on roads in order to ensure passenger safety at all times. This extends to dangerous situations such as losing control on slippery surfaces, commonly known as drifting. This work aims to make a step toward ensuring passenger safety in these...master thesis 2022
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Boreel, Noor (author)In the eighteenth century, the city centre of the metropolis of London was the most chaotic due to its immense industries and excessive noise and smell. This sensorial overstimulation brought and still brings potential unsustainable health and well-being effects on its urban participants. <br/><br/>This research explores the redefinition and...master thesis 2022
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Wang, Wenhui (author)Data drift refers to the variation in the production data compare to the training data and sometimes the machine learning model would decay because of it. Some machine learning models face the problem when in production: they receive drift data while there’s no ground truth to evaluate model performance, thus no way of determining the...master thesis 2022
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Kramer, Jelle (author)A vehicle that is travelling at high sideslip angles can still be controlled by drifting. Implemented into a vehicle, this phenomenon could lead to increased vehicle safety and performance. Additionally, it could lead to higher acceptance rates of autonomous driving.<br/>In this work a three state vehicle model is used. Using this model,...master thesis 2022
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Hoogewerf, Guus (author)Three-component seismometers deployed on the sea bed have been used for many years. These so-called ocean bottom seismometers (OBS) are used to register both compressional and shear waves. The recorded seismic information is used to enhance our understanding of areas of interest located offshore, like hydrocarbon reservoirs, mid oceanic ridges,...master thesis 2022
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Nijsse, Hannah (author)Low-field MRI is susceptible to temperature changes in magnet temperature, resulting in time-dependent inhomogeneities. This causes time-dependent phase shifts in the measured signal, leading to image distortions. In this project, a method is proposed to interleave short magnetic field (B0) mapping sequences in the target image acquisition for...master thesis 2022
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Al Borno, Mazen (author), O’Day, Johanna (author), Ibarra, Vanessa (author), Dunne, James (author), Seth, A. (author), Habib, Ayman (author), Ong, Carmichael (author), Hicks, Jennifer (author), Uhlrich, Scott (author), Delp, Scott (author)Background: The ability to measure joint kinematics in natural environments over long durations using inertial measurement units (IMUs) could enable at-home monitoring and personalized treatment of neurological and musculoskeletal disorders. However, drift, or the accumulation of error over time, inhibits the accurate measurement of movement...journal article 2022
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Cunningham, H. J. (author), Higgins, C. (author), van den Bremer, T.S. (author)Recently, a number of authors have used global particle tracking simulations to identify the effect that different surface currents have on marine litter accumulation, including the role of surface waves through the Stokes drift. However, in the upper-ocean boundary layer and in the presence of the Coriolis force, a wave-driven Eulerian flow...journal article 2022