Fast Variable Selection by Block Addition and Block Deletion

Takashi Nagatani, Seiichi Ozawa, Shigeo Abe

Journal of Intelligent Learning Systems and Applications Vol.2 No.4

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DOI: 10.4236/jilsa.2010.24023   4,323 Downloads  8,008 Views  Citations

Support Vector Machines for Regression: A Succinct Review of Large-Scale and Linear Programming Formulations

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

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DOI: 10.4236/ijis.2013.31002   4,274 Downloads  8,786 Views  Citations

Forecast Urban Air Pollution in Mexico City by Using Support Vector Machines: A Kernel Performance Approach

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

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DOI: 10.4236/ijis.2013.33014   4,296 Downloads  8,034 Views  Citations

Neuropathology Classifier Based on Higher Order Spectra

Cesar Seijas, Antonino Caralli, Sergio Villazana

Journal of Computer and Communications Vol.1 No.4

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DOI: 10.4236/jcc.2013.14005   3,462 Downloads  5,314 Views  Citations

Data Fusion with Optimized Block Kernels in LS-SVM for Protein Classification

Li Liao

Engineering Vol.5 No.10B

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DOI: 10.4236/eng.2013.510B048   4,032 Downloads  5,123 Views  Citations

Support Vector Machines Networks to Hybrid Neuro-Genetic SVMs in Portfolio Selection

N. Loukeris, I. Eleftheriadis

Intelligent Information Management Vol.7 No.3

Full-Text HTML XML   Pub. Date: May 8, 2015

DOI: 10.4236/iim.2015.73011   4,435 Downloads  4,880 Views  Citations

Krylov Iterative Methods for Support Vector Machines to Classify Galaxy Morphologies

Matthew Freed, Jeonghwa Lee

Journal of Data Analysis and Information Processing Vol.3 No.3

Full-Text HTML XML   Pub. Date: August 27, 2015

DOI: 10.4236/jdaip.2015.33009   2,755 Downloads  3,138 Views  Citations

Enhanced Classification Accuracy for Cardiotocogram Data with Ensemble Feature Selection and Classifier Ensemble

Tipawan Silwattananusarn, Wanida Kanarkard, Kulthida Tuamsuk

Journal of Computer and Communications Vol.4 No.4

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DOI: 10.4236/jcc.2016.44003   2,510 Downloads  3,157 Views  Citations

The Corporate Financial Forecasting Based on Least Squares Support Vector Machines Methods

Shunquan Zhu

Technology and Investment Vol.8 No.3

Full-Text HTML XML   Pub. Date: August 9, 2017

DOI: 10.4236/ti.2017.83013   816 Downloads  1,358 Views  Citations

Estimating Total Nitrogen Content in Brown Soil of Orchard Based on Hyperspectrum

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

Open Journal of Soil Science Vol.7 No.9

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DOI: 10.4236/ojss.2017.79015   569 Downloads  1,015 Views  Citations

Categorization and Reorientation of Images Based on Low Level Features

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

Journal of Intelligent Learning Systems and Applications Vol.3 No.1

Full-Text HTML   Pub. Date: February 24, 2011

DOI: 10.4236/jilsa.2011.31001   4,643 Downloads  9,241 Views  Citations

Deformation prediction model of surrounding rock based on GA-LSSVM-markov

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

Natural Science Vol.4 No.2

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DOI: 10.4236/ns.2012.42013   4,045 Downloads  7,778 Views  Citations

Human Identity Verification Using Multispectral Palmprint Fusion

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

Journal of Signal and Information Processing Vol.3 No.2

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DOI: 10.4236/jsip.2012.32036   4,641 Downloads  8,591 Views  Citations

Using Non-Additive Measure for Optimization-Based Nonlinear Classification

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

American Journal of Operations Research Vol.2 No.3

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DOI: 10.4236/ajor.2012.23044   2,830 Downloads  4,908 Views  Citations

An Inexact Implementation of Smoothing Homotopy Method for Semi-Supervised Support Vector Machines

Huijuan Xiong, Feng Shi

Journal of Data Analysis and Information Processing Vol.1 No.1

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DOI: 10.4236/jdaip.2013.11001   4,296 Downloads  11,193 Views  Citations

Randomized Algorithm for Determining Stabilizing Parameter Regions for General Delay Control Systems

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

Journal of Intelligent Learning Systems and Applications Vol.5 No.2

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DOI: 10.4236/jilsa.2013.52011   3,724 Downloads  5,398 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

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

Journal of Intelligent Learning Systems and Applications Vol.5 No.3

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DOI: 10.4236/jilsa.2013.53018   3,329 Downloads  5,648 Views  Citations

Intelligent System Design for Stator Windings Faults Diagnosis: Suitable for Maintenance Work

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

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DOI: 10.4236/jsea.2013.610063   3,583 Downloads  5,031 Views  Citations

Using Optimized Distributional Parameters as Inputs in a Sequential Unsupervised and Supervised Modeling of Sunspots Data

K. Mwitondi, J. Bugrien, K. Wang

Journal of Software Engineering and Applications Vol.6 No.7B

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DOI: 10.4236/jsea.2013.67B007   2,856 Downloads  3,667 Views  Citations

Influence of stimuli color on steady-state visual evoked potentials based BCI wheelchair control

Rajesh Singla, Arun Khosla, Rameshwar Jha

Journal of Biomedical Science and Engineering Vol.6 No.11

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DOI: 10.4236/jbise.2013.611131   4,047 Downloads  6,149 Views  Citations