Provably Fast Training Algorithms for Support Vector Machines

José L. Balcázar; Yang Dai; Junichi Tanaka; Osamu Watanabe

doi:10.1007/s00224-007-9094-6

Provably Fast Training Algorithms for Support Vector Machines

Theory of Computing Systems ◽

10.1007/s00224-007-9094-6 ◽

2008 ◽

Vol 42 (4) ◽

pp. 568-595 ◽

Cited By ~ 8

Author(s):

José L. Balcázar ◽

Yang Dai ◽

Junichi Tanaka ◽

Osamu Watanabe

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Training Algorithms ◽

Fast Training ◽

Vector Machines

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Provably fast training algorithms for support vector machines

Proceedings 2001 IEEE International Conference on Data Mining ◽

10.1109/icdm.2001.989499 ◽

2002 ◽

Cited By ~ 10

Author(s):

J.L. Balcazar ◽

Yang Dai ◽

O. Watanabe

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Training Algorithms ◽

Fast Training ◽

Vector Machines

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A Learning Approach for Fast Training of Support Vector Machines

2009 International Conference on E-Learning, E-Business, Enterprise Information Systems, and E-Government ◽

10.1109/eeee.2009.10 ◽

2009 ◽

Author(s):

Jun Guo ◽

Youguang Chen ◽

Su Wang ◽

Xiaoping Liu

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Learning Approach ◽

Fast Training ◽

Vector Machines

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Fast Training of Support Vector Machines and Performance Comparison with Fuzzy Classifiers

Transactions of the Institute of Systems Control and Information Engineers ◽

10.5687/iscie.15.25 ◽

2002 ◽

Vol 15 (1) ◽

pp. 25-33

Author(s):

Takuya INOUE ◽

Takahiro UEOKA ◽

Hisashi TAMAKI ◽

Shigeo ABE

Keyword(s):

Support Vector Machines ◽

Performance Comparison ◽

Support Vector ◽

Fast Training ◽

Vector Machines ◽

Fuzzy Classifiers ◽

And Performance

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Fast training on large genomics data using distributed Support Vector Machines

2016 8th International Conference on Communication Systems and Networks (COMSNETS) ◽

10.1109/comsnets.2016.7439943 ◽

2016 ◽

Cited By ~ 2

Author(s):

Nawanol Theera-Ampornpunt ◽

Seong Gon Kim ◽

Asish Ghoshal ◽

Saurabh Bagchi ◽

Ananth Grama ◽

...

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Fast Training ◽

Vector Machines

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Efficient data selection approach in projected feature space for fast training support vector machines

International Journal of Business Intelligence and Data Mining ◽

10.1504/ijbidm.2014.068349 ◽

2014 ◽

Vol 9 (3) ◽

pp. 179 ◽

Cited By ~ 1

Author(s):

Sonia Chaibi ◽

Mohamed Tayeb Laskri

Keyword(s):

Support Vector Machines ◽

Feature Space ◽

Data Selection ◽

Support Vector ◽

Training Support ◽

Fast Training ◽

Vector Machines ◽

Selection Approach ◽

Efficient Data

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Training algorithms for fuzzy support vector machines with noisy data

Pattern Recognition Letters ◽

10.1016/j.patrec.2004.06.009 ◽

2004 ◽

Vol 25 (14) ◽

pp. 1647-1656 ◽

Cited By ~ 205

Author(s):

Chun-fu Lin ◽

Sheng-de Wang

Keyword(s):

Support Vector Machines ◽

Noisy Data ◽

Support Vector ◽

Training Algorithms ◽

Vector Machines ◽

Fuzzy Support Vector Machines

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Fast training of Support Vector Machines using error-center-based optimization

International Journal of Automation and Computing ◽

10.1007/s11633-005-0006-4 ◽

2005 ◽

Vol 2 (1) ◽

pp. 6-12 ◽

Cited By ~ 2

Author(s):

L. Meng ◽

Q. H. Wu

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Fast Training ◽

Vector Machines

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Fast training of Support Vector Machines with Gaussian kernel

Discrete Optimization ◽

10.1016/j.disopt.2015.03.002 ◽

2016 ◽

Vol 22 ◽

pp. 183-194 ◽

Cited By ~ 11

Author(s):

Matteo Fischetti

Keyword(s):

Support Vector Machines ◽

Gaussian Kernel ◽

Support Vector ◽

Fast Training ◽

Vector Machines

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Fast training of support vector machines on the Cell processor

Neurocomputing ◽

10.1016/j.neucom.2011.04.011 ◽

2011 ◽

Vol 74 (17) ◽

pp. 3700-3707 ◽

Cited By ~ 3

Author(s):

Moreno Marzolla

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Cell Processor ◽

Fast Training ◽

Vector Machines

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Fast Training of Support Vector Machines for Survival Analysis

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-319-23525-7_15 ◽

2015 ◽

pp. 243-259 ◽

Cited By ~ 12

Author(s):

Sebastian Pölsterl ◽

Nassir Navab ◽

Amin Katouzian

Keyword(s):

Survival Analysis ◽

Support Vector Machines ◽

Support Vector ◽

Fast Training ◽

Vector Machines

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