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» Classification by Discriminative Regularization

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KDD
2009
ACM

232views Data Mining» more KDD 2009»

Classification of software behaviors for failure detection: a discriminative pattern mining approach

15 years 10 months ago

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Software is a ubiquitous component of our daily life. We often depend on the correct working of software systems. Due to the difficulty and complexity of software systems, bugs an...

David Lo, Hong Cheng, Jiawei Han, Siau-Cheng Khoo,...

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ICCV
2005
IEEE

288views Computer Vision» more ICCV 2005»

The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features

15 years 11 months ago

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Discriminative learning is challenging when examples are sets of features, and the sets vary in cardinality and lack any sort of meaningful ordering. Kernel-based classification m...

Kristen Grauman, Trevor Darrell

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102

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ICCV
2005
IEEE

373views Computer Vision» more ICCV 2005»

Probabilistic Boosting-Tree: Learning Discriminative Models for Classification, Recognition, and Clustering

15 years 11 months ago

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In this paper, a new learning framework?probabilistic boosting-tree (PBT), is proposed for learning two-class and multi-class discriminative models. In the learning stage, the pro...

Zhuowen Tu

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MICCAI
2004
Springer

187views Medical Imaging» more MICCAI 2004»

Discriminative MR Image Feature Analysis for Automatic Schizophrenia and Alzheimer's Disease Classification

15 years 10 months ago

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Yanxi Liu, Leonid Teverovskiy, Owen T. Carmichael,...

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