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A Semi-supervised Learning Algorithm for Recognizing ...
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由 RR Vatsavai 著作2008被引用 8 次 — In this paper we present a novel learning scheme that automatically learns sub-classes (e.g., Hardwood, Conifer) from the user given aggregate classes. We model ...
A Semi-supervised Learning Algorithm for Recognizing ...
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由 RR Vatsavai 著作2008被引用 8 次 — A semi-supervised learning is then used to recognize sub- classes by utilizing very few labeled samples per each sub-class and a large number of unlabeled ...
A Semi-supervised Learning Algorithm for Recognizing Sub ...
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Experimental results on real remotely sensed image classification showed not only improved accuracy in aggregate class classification but the proposed ...
A Semi-supervised Learning Algorithm for Recognizing Sub ...
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In this paper we present a novel learning scheme that automatically learns sub-classes (e.g., Hardwood, Conifer) from the user given aggregate classes. We model ...
A semi-supervised learning algorithm for recognizing sub-classes
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Fingerprint. Dive into the research topics of 'A semi-supervised learning algorithm for recognizing sub-classes'. Together they form a unique fingerprint.
A Learning Scheme for Recognizing Sub-classes from Model ...
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A novel learning scheme that automatically learns sub-classes from the user given aggregate classes using finite Gaussian mixture instead of classical ...
A Learning Scheme for Recognizing Sub-classes from Model ...
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A Semi-supervised Learning Algorithm for Recognizing Sub-classes. Conference Paper. Dec 2008. Ranga Raju Vatsavai · Shashi Shekhar ...
A machine learning system for recognizing subclasses
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由 RR Vatsavai 著作2012被引用 1 次 — In particular, we demonstrate an advanced subclass recognition algorithm that is specifically designed to extract finer classes from aggregate ...
A Learning Scheme for Recognizing Sub-classes from ...
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由 RR Vatsavai 著作2008被引用 4 次 — As a result often analysts collect labels for aggregate classes. In this paper we present a novel learning scheme that automatically learns sub-classes from the ...
A Simple Semi-supervised Algorithm For Named Entity ...
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由 W Liao 著作2009被引用 151 次 — We present a simple semi-supervised learning algorithm for named entity recognition (NER) using conditional random fields (CRFs). The algorithm is based on ...