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Titlebook: Machine Learning: ECML 2006; 17th European Confer Johannes Fürnkranz,Tobias Scheffer,Myra Spiliopoul Conference proceedings 2006 Springer-V

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Machine Learning: ECML 2006978-3-540-46056-5Series ISSN 0302-9743 Series E-ISSN 1611-3349
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Lecture Notes in Computer Sciencehttp://image.papertrans.cn/m/image/620754.jpg
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https://doi.org/10.1007/11871842Boosting; Support Vector Machine; active learning; algorithm; algorithmic learning; algorithms; case-based
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Sequence Discrimination Using Phase-Type Distributionsnalized kernels. Experiments on DNA splicing region detection and on protein sublocalization illustrate that the proposed techniques offer competitive results with smoothed Markov chains or SVM with a spectrum string kernel.
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Toward Robust Real-World Inference: A New Perspective on Explanation-Based Learningrroboration derived from consistency with real-world observations). A simple algorithm provides a first illustration of the approach. Some important properties are proven including tractability and robustness with respect to the real world.
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