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 “"weighted learning"”.
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Classification-based method for estimating dynamic treatment regimes
… regimes. The first method extends outcome weighted learning from two-treatments to multi-treatments and allows for negative treatment outcome. We show that under two different sets of assumptions, the Fisher consistency can be maintained. The second method estimates treatment rules by a …
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DETECTING DISTRIBUTED DENIAL OF SERVICE ATTACKS IN IPV6 BY USING ARTIFICIAL INTELLIGENCE TECHNIQUES
… proposed detection method makes use of Locally Weighted Learning machine learning techniques, with three different algorithms as its based learner Bayesian network, Decision tree and Naïve Bayes. LWL-Bayesian Network model achieved the highest detection rate of 96.48%. LWL-Naïve Bayes model is …
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Multi-dimensional clustering in user profiling
… the Lower-limit to Zero (MDC-LZ). All of these weighted MDC algorithms have been tested and evaluated. Additional simulations were carried out with existing weighted and non-weighted IBL algorithms (i.e. K-Star and Locally Weighted Learning (LWL)) in order to demonstrate the performance of the …
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Robust and Fair Machine Learning under Distribution Shift
<p>Machine learning algorithms have been widely used in real world applications. The development of these techniques has brought huge benefits for many AI-related tasks, such as natural language processing, image classification, video analysis, and so forth. In traditional machine learning …