Applications of generalized support vector machines to predictive modeling

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '01 ◽

10.1145/502512.502516 ◽

2001 ◽

Author(s):

Nitin Agrarwal

Keyword(s):

Support Vector Machines ◽

Predictive Modeling ◽

Support Vector ◽

Vector Machines

Download Full-text

Predictive modeling of surface roughness in lenses precision turning using regression and support vector machines

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-013-5231-3 ◽

2013 ◽

Vol 87 (5-8) ◽

pp. 1273-1281 ◽

Author(s):

Xingsheng Wang ◽

Min Kang ◽

Xiuqing Fu ◽

Chunlin Li

Keyword(s):

Surface Roughness ◽

Support Vector Machines ◽

Predictive Modeling ◽

Support Vector ◽

Precision Turning ◽

Vector Machines

Download Full-text

Predictive modeling of schizophrenia from genomic data: Comparison of polygenic risk score with kernel support vector machines approach

American Journal of Medical Genetics Part B Neuropsychiatric Genetics ◽

10.1002/ajmg.b.32705 ◽

2018 ◽

Vol 180 (1) ◽

pp. 80-85 ◽

Author(s):

Timothy Vivian-Griffiths ◽

Emily Baker ◽

Karl M. Schmidt ◽

Matthew Bracher-Smith ◽

James Walters ◽

...

Keyword(s):

Support Vector Machines ◽

Predictive Modeling ◽

Genomic Data ◽

Support Vector ◽

Polygenic Risk Score ◽

Polygenic Risk ◽

Data Comparison ◽

Vector Machines ◽

Kernel Support Vector Machines

Download Full-text

Predictive modeling of human operator cognitive state via sparse and robust support vector machines

Cognitive Neurodynamics ◽

10.1007/s11571-013-9242-4 ◽

2013 ◽

Vol 7 (5) ◽

pp. 395-407 ◽

Author(s):

Jian-Hua Zhang ◽

Pan-Pan Qin ◽

Jörg Raisch ◽

Ru-Bin Wang

Keyword(s):

Support Vector Machines ◽

Predictive Modeling ◽

Human Operator ◽

Support Vector ◽

Cognitive State ◽

Vector Machines

Download Full-text

Support Vector Machines for Predictive Modeling in Heterogeneous Catalysis: A Comprehensive Introduction and Overfitting Investigation Based on Two Real Applications

Journal of Combinatorial Chemistry ◽

10.1021/cc050093m ◽

2006 ◽

Vol 8 (4) ◽

pp. 583-596 ◽

Author(s):

L. A. Baumes ◽

J. M. Serra ◽

P. Serna ◽

A. Corma

Keyword(s):

Support Vector Machines ◽

Heterogeneous Catalysis ◽

Predictive Modeling ◽

Support Vector ◽

Vector Machines ◽

Comprehensive Introduction

Download Full-text

Predictive modeling in glioma grading from MR perfusion images using support vector machines

Magnetic Resonance in Medicine ◽

10.1002/mrm.21736 ◽

2008 ◽

Vol 60 (4) ◽

pp. 945-952 ◽

Author(s):

Kyrre E. Emblem ◽

Frank G. Zoellner ◽

Bjorn Tennoe ◽

Baard Nedregaard ◽

Terje Nome ◽

...

Keyword(s):

Support Vector Machines ◽

Predictive Modeling ◽

Support Vector ◽

Mr Perfusion ◽

Glioma Grading ◽

Vector Machines

Download Full-text

Differentiating Patients at the Memory Clinic With Simple Reaction Time Variables: A Predictive Modeling Approach Using Support Vector Machines and Bayesian Optimization

Frontiers in Aging Neuroscience ◽

10.3389/fnagi.2018.00144 ◽

2018 ◽

Vol 10 ◽

Author(s):

John Wallert ◽

Eric Westman ◽

Johnny Ulinder ◽

Mathilde Annerstedt ◽

Beata Terzis ◽

...

Keyword(s):

Reaction Time ◽

Support Vector Machines ◽

Predictive Modeling ◽

Simple Reaction Time ◽

Bayesian Optimization ◽

Support Vector ◽

Memory Clinic ◽

Simple Reaction ◽

Vector Machines ◽

Download Full-text

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 ◽

Vector Machines

Download Full-text

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

Download Full-text

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 ◽

Vector Machines

Download Full-text

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 ◽

Vector Machines

Download Full-text