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    Large-Scale Prediction of Disulphide Bond Connectivity
    15 years 2 months ago
    Large-Scale Prediction of Disulphide Bond Connectivity
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    The formation of disulphide bridges among cysteines is an important feature of protein structures. Here we develop new methods for the prediction of disulphide bond connectivity. ...
    Pierre Baldi, Jianlin Cheng, Alessandro Vullo
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    99
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    Learning first-order Markov models for control
    15 years 2 months ago
    Learning first-order Markov models for control
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    First-order Markov models have been successfully applied to many problems, for example in modeling sequential data using Markov chains, and modeling control problems using the Mar...
    Pieter Abbeel, Andrew Y. Ng
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    104
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    A Large Deviation Bound for the Area Under the ROC Curve
    15 years 2 months ago
    A Large Deviation Bound for the Area Under the ROC Curve
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    The area under the ROC curve (AUC) has been advocated as an evaluation criterion for the bipartite ranking problem. We study large deviation properties of the AUC; in particular, ...
    Shivani Agarwal, Thore Graepel, Ralf Herbrich, Dan...
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    The power of feature clustering: An application to object detection
    15 years 2 months ago
    The power of feature clustering: An application to object detection
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    We give a fast rejection scheme that is based on image segments and demonstrate it on the canonical example of face detection. However, instead of focusing on the detection step w...
    Shai Avidan, Moshe Butman
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    108
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    2004
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    The Correlated Correspondence Algorithm for Unsupervised Registration of Nonrigid Surfaces
    15 years 2 months ago
    The Correlated Correspondence Algorithm for Unsupervised Registration of Nonrigid Surfaces
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    We present an unsupervised algorithm for registering 3D surface scans of an object undergoing significant deformations. Our algorithm does not need markers, nor does it assume pri...
    Dragomir Anguelov, Praveen Srinivasan, Hoi-Cheung ...
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