PAKDD 2011 - PDF Preprint Papers

PAKDD 2011 Pacific-Asia Conference on Knowledge Discovery and Data Mining

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PAKDD
2011
ACM

473views Data Mining» more PAKDD 2011»

Finding Rare Classes: Adapting Generative and Discriminative Models in Active Learning

12 years 10 months ago

Download www.eecs.qmul.ac.uk

Discovering rare categories and classifying new instances of them is an important data mining issue in many fields, but fully supervised learning of a rare class classifier is pr...

Timothy Hospedales, Shaogang Gong and Tao Xiang

posted by tmh

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Id	Views	Title	Status

1	473	Finding Rare Classes: Adapting Generative and Discriminative Models in Active Learning
2	419	DISC: Data-Intensive Similarity Measure for Categorical Data	claim
3	253	Balance Support Vector Machines Locally Using the Structural Similarity Kernel	claim
4	245	Finding Rare Classes: Adapting Generative and Discriminative Models in Active Learning	claim
5	214	Spectral Analysis of k-Balanced Signed Graphs	claim
6	209	Spectral Analysis for Billion-Scale Graphs: Discoveries and Implementation	claim

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