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Showing result 1 - 5 of 10 essays matching the above criteria.
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1. Anomaly detection for prediction of failures in manufacturing environments : Machine learning based semi-supervised anomaly detection for multivariate time series to predict failures in a CNC-machine
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : For manufacturing enterprises, the potential of collecting large amounts of data from production processes has enabled the usage of machine learning for prediction-based monitoring and maintenance of machines. Yet common maintenance strategies still include reactive handling of machine failures or schedule-based maintenance conducted by experienced personnel. READ MORE
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2. Vibration-Based Terrain Classification for an Autonomous Truck
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This thesis is focused on developing vibration based terrain classification for an autonomous mining truck. The goal is to classify between good and bad gravel roads as well as good and bad asphalt roads. Current literature within vibration based terrain classification has been focused to a great extent on smaller research vehicles. READ MORE
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3. The effect of the hyperparameters of an RBF SVM on classifying pneumonia
University essay from KTH/DatavetenskapAbstract : Pneumonia is a deadly disease if gone untreated. In order to treat it, first it has to be discovered, which can be done by examining patterns of chest X-ray images. This process can be done by human experts but there is also a desire to make it more efficient by utilizing machine learning. READ MORE
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4. The Role of Data in Projected Quantum Kernels: The Higgs Boson Discrimination
University essay from KTH/FysikAbstract : The development of quantum machine learning is bridging the way to fault tolerant quantum computation by providing algorithms running on the current noisy intermediate scale quantum devices.However, it is difficult to find use-cases where quantum computers exceed their classical counterpart. READ MORE
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5. PREDICTION OF DRUG INDICATION LIST BY MACHINE LEARNING
University essay from Uppsala universitet/Statistiska institutionenAbstract : The motivation of this thesis originates from the cooperation with Uppsala Monitoring Centre, a WHO collaborating centre for international drug monitoring. The research question is how to give a good summary of the drug indication list. READ MORE