Support Vector Machines - Articles - Scientific Research Publishing

Fast Variable Selection by Block Addition and Block Deletion (Articles)

Takashi Nagatani, Seiichi Ozawa, Shigeo Abe

Journal of Intelligent Learning Systems and Applications Vol.2 No.4, December 14, 2010

DOI: 10.4236/jilsa.2010.24023 5,066 Downloads 9,622 Views Citations
Support Vector Machines for Regression: A Succinct Review of Large-Scale and Linear Programming Formulations (Articles)

Pablo Rivas-Perea, Juan Cota-Ruiz, David Garcia Chaparro, Jorge Arturo Perez Venzor, Abel Quezada Carreón, Jose Gerardo Rosiles

International Journal of Intelligence Science Vol.3 No.1, January 29, 2013

DOI: 10.4236/ijis.2013.31002 8,262 Downloads 15,053 Views Citations
Forecast Urban Air Pollution in Mexico City by Using Support Vector Machines: A Kernel Performance Approach (Articles)

Artemio Sotomayor-Olmedo, Marco A. Aceves-Fernández, Efrén Gorrostieta-Hurtado, Carlos Pedraza-Ortega, Juan M. Ramos-Arreguín, J. Emilio Vargas-Soto

International Journal of Intelligence Science Vol.3 No.3, July 5, 2013

DOI: 10.4236/ijis.2013.33014 5,885 Downloads 10,699 Views Citations
Neuropathology Classifier Based on Higher Order Spectra (Articles)

Cesar Seijas, Antonino Caralli, Sergio Villazana

Journal of Computer and Communications Vol.1 No.4, October 29, 2013

DOI: 10.4236/jcc.2013.14005 4,082 Downloads 6,526 Views Citations
Data Fusion with Optimized Block Kernels in LS-SVM for Protein Classification (Articles)

Li Liao

Engineering Vol.5 No.10B, October 31, 2013

DOI: 10.4236/eng.2013.510B048 4,711 Downloads 6,477 Views Citations
Support Vector Machines Networks to Hybrid Neuro-Genetic SVMs in Portfolio Selection (Articles)

N. Loukeris, I. Eleftheriadis

Intelligent Information Management Vol.7 No.3, May 8, 2015

DOI: 10.4236/iim.2015.73011 5,011 Downloads 6,146 Views Citations
Krylov Iterative Methods for Support Vector Machines to Classify Galaxy Morphologies (Articles)

Matthew Freed, Jeonghwa Lee

Journal of Data Analysis and Information Processing Vol.3 No.3, August 27, 2015

DOI: 10.4236/jdaip.2015.33009 3,462 Downloads 4,749 Views Citations
Enhanced Classification Accuracy for Cardiotocogram Data with Ensemble Feature Selection and Classifier Ensemble (Articles)

Tipawan Silwattananusarn, Wanida Kanarkard, Kulthida Tuamsuk

Journal of Computer and Communications Vol.4 No.4, March 25, 2016

DOI: 10.4236/jcc.2016.44003 3,438 Downloads 5,553 Views Citations
The Corporate Financial Forecasting Based on Least Squares Support Vector Machines Methods (Articles)

Shunquan Zhu

Technology and Investment Vol.8 No.3, August 9, 2017

DOI: 10.4236/ti.2017.83013 1,771 Downloads 3,410 Views Citations
Estimating Total Nitrogen Content in Brown Soil of Orchard Based on Hyperspectrum (Articles)

Shujing Cao, Xicun Zhu, Cheng Li, Yu Wei, Xiaoyan Guo, Xinyang Yu, Chunyan Chang

Open Journal of Soil Science Vol.7 No.9, September 11, 2017

DOI: 10.4236/ojss.2017.79015 1,234 Downloads 2,629 Views Citations
Diabetes Diagnosis Using Machine Learning: A SVM-Based Approach (Articles)

Aya Patricia Konan, Adama Coulibaly, Kouassi Bernard Saha, Souleymane Oumtanaga

Open Journal of Applied Sciences Vol.15 No.6, June 27, 2025

DOI: 10.4236/ojapps.2025.156116 86 Downloads 612 Views Citations
Categorization and Reorientation of Images Based on Low Level Features (Articles)

Rajen Bhatt, Gaurav Sharma, Abhinav Dhall, Naresh Kumar, Santanu Chaudhury

Journal of Intelligent Learning Systems and Applications Vol.3 No.1, February 24, 2011

DOI: 10.4236/jilsa.2011.31001 5,299 Downloads 10,592 Views Citations
Deformation prediction model of surrounding rock based on GA-LSSVM-markov (Articles)

Duo-Dian Wang, Guo-Qing Qiu, Wen-Bin Xie, Yue Wang

Natural Science Vol.4 No.2, February 22, 2012

DOI: 10.4236/ns.2012.42013 4,885 Downloads 9,531 Views Citations
Human Identity Verification Using Multispectral Palmprint Fusion (Articles)

Dakshina Ranjan Kisku, Ajita Rattani, Phalguni Gupta, Jamuna Kanta Sing, C. Jinshong Hwang

Journal of Signal and Information Processing Vol.3 No.2, May 30, 2012

DOI: 10.4236/jsip.2012.32036 5,470 Downloads 10,049 Views Citations
Using Non-Additive Measure for Optimization-Based Nonlinear Classification (Articles)

Nian Yan, Zhengxin Chen, Yong Shi, Zhenyuan Wang, Guimin Huang

American Journal of Operations Research Vol.2 No.3, September 19, 2012

DOI: 10.4236/ajor.2012.23044 3,674 Downloads 6,503 Views Citations
An Inexact Implementation of Smoothing Homotopy Method for Semi-Supervised Support Vector Machines (Articles)

Huijuan Xiong, Feng Shi

Journal of Data Analysis and Information Processing Vol.1 No.1, February 26, 2013

DOI: 10.4236/jdaip.2013.11001 4,925 Downloads 12,497 Views Citations
Randomized Algorithm for Determining Stabilizing Parameter Regions for General Delay Control Systems (Articles)

Chao Yu, Binh-Nguyen Le, Xian Li, Qing-Guo Wang

Journal of Intelligent Learning Systems and Applications Vol.5 No.2, May 22, 2013

DOI: 10.4236/jilsa.2013.52011 4,447 Downloads 6,708 Views Citations
Identification of Question and Non-Question Segments in Arabic Monologues Using Prosodic Features: Novel Type-2 Fuzzy Logic and Sensitivity-Based Linear Learning Approaches (Articles)

Sunday Olusanya Olatunji, Lahouari Cheded, Wasfi G. Al-Khatib, Omair Khan

Journal of Intelligent Learning Systems and Applications Vol.5 No.3, July 31, 2013

DOI: 10.4236/jilsa.2013.53018 3,932 Downloads 6,914 Views Citations
Intelligent System Design for Stator Windings Faults Diagnosis: Suitable for Maintenance Work (Articles)

Lane M. Rabelo Baccarini, Vinícius S. Avelar, Valceres Vieira R. E. Silva, Gleison F. V. Amaral

Journal of Software Engineering and Applications Vol.6 No.10, October 4, 2013

DOI: 10.4236/jsea.2013.610063 4,314 Downloads 6,620 Views Citations
Using Optimized Distributional Parameters as Inputs in a Sequential Unsupervised and Supervised Modeling of Sunspots Data (Articles)

K. Mwitondi, J. Bugrien, K. Wang

Journal of Software Engineering and Applications Vol.6 No.7B, October 23, 2013

DOI: 10.4236/jsea.2013.67B007 3,568 Downloads 5,028 Views Citations

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