Active learning support vector machines for optimal sample selection in classification

2004 ◽  
Vol 18 (6) ◽  
pp. 294-305 ◽  
Author(s):  
Simeone Zomer ◽  
Miguel Del Nogal Sánchez ◽  
Richard G. Brereton ◽  
José L. Pérez Pavón
Keyword(s):  
Support Vector Machines ◽  
Active Learning ◽  
Sample Selection ◽  
Support Vector ◽  
Learning Support ◽  
Optimal Sample ◽  
Vector Machines

Inconsistency-based active learning for support vector machines

2012 ◽  
Vol 45 (10) ◽  
pp. 3751-3767 ◽  
Author(s):  
Ran Wang ◽  
Sam Kwong ◽  
Degang Chen
Keyword(s):  
Support Vector Machines ◽  
Active Learning ◽  
Support Vector ◽  
Vector Machines

scholarly journals Automatic pathology classification using a single feature machine learning support - vector machines

2014 ◽  
Author(s):  
Fernando Yepes-Calderon ◽  
Fabian Pedregosa ◽  
Bertrand Thirion ◽  
Yalin Wang ◽  
Natasha Lepore
Keyword(s):  
Machine Learning ◽  
Support Vector Machines ◽  
Support Vector ◽  
Learning Support ◽  
Pathology Classification ◽  
Single Feature ◽  
Vector Machines

scholarly journals Active learning with support vector machines

2014 ◽  
Vol 4 (4) ◽  
pp. 313-326 ◽  
Author(s):  
Jan Kremer ◽  
Kim Steenstrup Pedersen ◽  
Christian Igel
Keyword(s):  
Support Vector Machines ◽  
Active Learning ◽  
Support Vector ◽  
Vector Machines

Active Learning with Support Vector Machines in the Drug Discovery Process

2003 ◽  
Vol 43 (2) ◽  
pp. 667-673 ◽  
Author(s):  
Manfred K. Warmuth ◽  
Jun Liao ◽  
Gunnar Rätsch ◽  
Michael Mathieson ◽  
Santosh Putta ◽  
...  
Keyword(s):  
Drug Discovery ◽  
Support Vector Machines ◽  
Active Learning ◽  
Support Vector ◽  
Discovery Process ◽  
Drug Discovery Process ◽  
Vector Machines

Combining active learning and transductive support vector machines for sea ice detection

2018 ◽  
Vol 12 (02) ◽  
pp. 1 ◽  
Author(s):  
Yanling Han ◽  
Peng Li ◽  
Yun Zhang ◽  
Zhonghua Hong ◽  
Kaichen Liu ◽  
...  
Keyword(s):  
Support Vector Machines ◽  
Active Learning ◽  
Sea Ice ◽  
Support Vector ◽  
Vector Machines ◽  
Ice Detection
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