Incremental approximate matrix factorization for speeding up support vector machines

Data Classification with Ensembles of One-Class Support Vector Machines and Sparse Nonnegative Matrix Factorization

Intelligent Information and Database Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-319-15702-3_51 ◽

2015 ◽

pp. 526-535 ◽

Sparse Nonnegative Matrix Factorization

Author(s):

Bogusław Cyganek ◽

Bartosz Krawczyk

Keyword(s):

Support Vector Machines ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Data Classification ◽

Support Vector ◽

Vector Machines ◽

Source Apportionment of Trace Element Pollution in Surface Sediments Using Positive Matrix Factorization Combined Support Vector Machines: Application to the Jinjiang River, China

Biological Trace Element Research ◽

10.1007/s12011-012-9576-5 ◽

2012 ◽

Vol 151 (3) ◽

pp. 462-470 ◽

Cited By ~ 15

Author(s):

Haiyang Chen ◽

Yanguo Teng ◽

Jinsheng Wang ◽

Liuting Song ◽

Rui Zuo

Keyword(s):

Support Vector Machines ◽

Trace Element ◽

Source Apportionment ◽

Matrix Factorization ◽

Surface Sediments ◽

Support Vector ◽

Positive Matrix ◽

Trace Element Pollution ◽

Vector Machines ◽

Jinjiang River

Learning to Generate Optimized Term Weighting for Web Documents Classification - A Parallel Mimetic Approach Based on Support Vector Machines

International Review on Computers and Software (IRECOS) ◽

10.15866/irecos.v11i12.10964 ◽

2016 ◽

Vol 11 (12) ◽

pp. 1147

Author(s):

Abderrahmane Bendahmane ◽

Abdelkader Benyettou

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Term Weighting ◽

Web Documents ◽

Application of nonlinear feature extraction and least square support vector machines for fault diagnosis of chemical process

Journal of Computer Applications ◽

10.3724/sp.j.1087.2010.00236 ◽

2010 ◽

Vol 30 (1) ◽

pp. 236-239 ◽

Author(s):

Liang XU

Keyword(s):

Feature Extraction ◽

Fault Diagnosis ◽

Support Vector Machines ◽

Chemical Process ◽

Least Square ◽

Support Vector ◽

Vector Machines ◽

Nonlinear Feature Extraction ◽

Nonlinear Feature

Combining Market and Accounting-Based Models for Credit Scoring Using a Classification Scheme Based on Support Vector Machines

SSRN Electronic Journal ◽

10.2139/ssrn.2156220 ◽

2012 ◽

Author(s):

Dimitrios Niklis ◽

Michael Doumpos ◽

C. Zopounidis

Keyword(s):

Support Vector Machines ◽

Classification Scheme ◽

Credit Scoring ◽

Support Vector ◽

Reconstructing U.S. Recession Probabilities Using Support Vector Machines

SSRN Electronic Journal ◽

10.2139/ssrn.2779889 ◽

2016 ◽

Author(s):

Roman Armani Garagulagian

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

C wedge(1,1) Approximations of Generalized Support Vector Machines

SSRN Electronic Journal ◽

10.2139/ssrn.616601 ◽

2002 ◽

Author(s):

Davide La Torre ◽

Carlo Vercellis

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Soft Biometrics Classification Using Denoising Convolutional Autoencoders and Support Vector Machines

10.21528/cbic2017-78 ◽

2018 ◽

Author(s):

Nelson Marcelo Romero Aquino ◽

Matheus Gutoski ◽

Leandro Takeshi Hattori ◽

Heitor Silvério Lopes

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Soft Biometrics ◽

Prediction of miRNA in Human MHC that Encodes Different Immunological Functions Using Support Vector Machines

Current Bioinformatics ◽

10.2174/1574893608666131120002036 ◽

2013 ◽

Vol 9 (3) ◽

pp. 343-347 ◽

Author(s):

Archana Prabahar ◽

Jeyakumar Natarajan

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Proceedings of the 35th International Symposium on Automation and Robotics in Construction (ISARC) ◽

Inferring Construction Activities from Structural Responses Using Support Vector Machines

10.22260/isarc2018/0047 ◽

2018 ◽

Author(s):

Aparna Harichandran ◽

Benny Raphael ◽

Koshy Varghese

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Vector Machines ◽

Structural Responses