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 6 of 6 for “"discriminative patterns"”.
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DPLearn: an effective but concise learning framework based on discriminative patterns
… to improve the accuracy using selected frequent patterns, where many efforts were paid to prune a huge number of non-discriminative frequent patterns. On the other hand, tree-based models have shown strong abilities on many learning tasks since they can easily build high-order interactions …
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DPPred: an effective prediction framework with concise discriminative patterns and its biomedical applications
DSpace SAF Submission Ingestion Package generated from Vireo submission #10922 on 2017-08-10 at 13:43:26
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Mining sophisticated patterns for classification and correlation analysis
… and implement techniques for (1) directly mining discriminative patterns from a numeric valued feature set of k-embedded edge subtrees given labeled training data, (2) mining top correlated patterns from transactional databases with low minimum support, and (3) mining flipping correlation patterns …
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Sequential Recognition of Manipulation Actions Using Superpixel Group Mining
… and representativity characteristics to retrieve discriminative patterns for each action, which is more effective than mining methods that only use discriminativity characteristic.<br/><br/>We evaluate the proposed method on two challenging manipulation action datasets, achieving state-of-the-art …
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Predictive Maintenance in Rail Transportation: An Explainable Machine Learning Approach
… analysed under time-aware partitions to learn discriminative patterns without temporal leakage. Passenger doors represent a high-risk subsystem due to their frequent actuation, exposure to environmental stressors, and direct impact on operational safety. Failures in this subsystem have the …