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

13 years 5 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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