Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 4 of 4 for “"semisupervised learning"”.
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Semisupervised Learning of Classifiers With Application to Human -Computer Interaction
… a classifier can be done by domain experts or by learning from training data. Training data can be labeled to the different classes or unlabeled. In this work I focus on training probabilistic classifiers with labeled and unlabeled data. I show under what conditions unlabeled data can be used to …
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Detecting Credit-Seeking Behavior on Programmed Instruction Framesets
… behavior is negatively affecting the learning outcome of the students. We also find that the type of the PI frame is a key factor in drawing students more into the credit-seeking behavior to finish the PI framesets quickly. We implement three machine learning models that predict …
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Advanced regression and detection methods for remote sensing data analysis
… observations. The second contribution is a semisupervised learning (SSL) method for regression defined in the context of the ε-insensitive SVR. The proposed SSL method aims to mitigate the problems of small-sized biased training sets by injecting priors information in the initial learning of …
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Example weighting for deep representation learning
… example weighting is universal in deep learning. Partially arising from the recent work on the risky memorisation behaviours of deep neural networks (Arpit et al., 2017; Zhang et al., 2017b), example weighting becomes an active research filed (Chang et al., 2017; Toneva et al., 2019). …