A parallel and scalable digital architecture for training support vector machines

Journal of Zhejiang University SCIENCE C ◽

10.1631/jzus.c0910500 ◽

2010 ◽

Vol 11 (8) ◽

pp. 620-628 ◽

Author(s):

Kui-kang Cao ◽

Hai-bin Shen ◽

Hua-feng Chen

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Digital Architecture ◽

Training Support ◽

Vector Machines

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A compact neural network for training support vector machines

Neurocomputing ◽

10.1016/j.neucom.2012.01.004 ◽

2012 ◽

Vol 86 ◽

pp. 193-198 ◽

Author(s):

Yun Yang ◽

Qiaochu He ◽

Xiaolin Hu

Keyword(s):

Neural Network ◽

Support Vector Machines ◽

Support Vector ◽

Training Support ◽

Vector Machines

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Training support vector machines: an application to face detection

Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition ◽

10.1109/cvpr.1997.609310 ◽

2002 ◽

Cited By ~ 1162

Author(s):

E. Osuna ◽

R. Freund ◽

F. Girosit

Keyword(s):

Support Vector Machines ◽

Face Detection ◽

Support Vector ◽

Training Support ◽

Vector Machines

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Comparison of parallel and cascade methods for training support vector machines on larege-scale problems

Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826) ◽

10.1109/icmlc.2004.1378557 ◽

2005 ◽

Author(s):

Bao-liang Lu ◽

Kai-an Wang ◽

Yi-min Wen

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Training Support ◽

Vector Machines

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A Hierarchical and Parallel Method for Training Support Vector Machines

Advances in Neural Networks — ISNN 2005 - Lecture Notes in Computer Science ◽

10.1007/11427391_141 ◽

2005 ◽

pp. 881-886 ◽

Author(s):

Yimin Wen ◽

Baoliang Lu

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Parallel Method ◽

Training Support ◽

Vector Machines

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Training Support Vector Machines on Large Sets of Image Data

Computer Vision – ACCV 2009 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-12297-2_32 ◽

2010 ◽

pp. 331-340

Author(s):

Ignas Kukenys ◽

Brendan McCane ◽

Tim Neumegen

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Training Support ◽

Vector Machines

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Distributed QR Decomposition Framework for Training Support Vector Machines

2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS) ◽

10.1109/icdcs.2017.222 ◽

2017 ◽

Author(s):

Jyotikrishna Dass ◽

V.N.S. Prithvi Sakuru ◽

Vivek Sarin ◽

Rabi N. Mahapatra

Keyword(s):

Support Vector Machines ◽

Qr Decomposition ◽

Support Vector ◽

Training Support ◽

Vector Machines

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Efficient resampling methods for training support vector machines with imbalanced datasets

The 2010 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2010.5596787 ◽

2010 ◽

Author(s):

Rukshan Batuwita ◽

Vasile Palade

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Imbalanced Datasets ◽

Resampling Methods ◽

Training Support ◽

Vector Machines

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Embedded Electronics Systems for Training Support Vector Machines

The 2006 IEEE International Joint Conference on Neural Network Proceedings ◽

10.1109/ijcnn.2006.1716482 ◽

2006 ◽

Author(s):

S. Decherchi ◽

G. Parodi ◽

P. Gastaldo ◽

R. Zunino

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Training Support ◽

Vector Machines ◽

Embedded Electronics

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Candidate Vectors Selection for Training Support Vector Machines

Third International Conference on Natural Computation (ICNC 2007) ◽

10.1109/icnc.2007.292 ◽

2007 ◽

Author(s):

Minqiang Li ◽

Fuzan Chen ◽

Jisong Kou

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Training Support ◽

Vector Machines ◽

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Training Support Vector Machines for Dealing with the ImageNet Challenging Problem

10.1007/978-3-030-92666-3_20 ◽

2021 ◽

pp. 235-246

Author(s):

Thanh-Nghi Do ◽

Hoai An Le Thi

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Challenging Problem ◽

Training Support ◽

Vector Machines

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