Scientific Research

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

Fast Variable Selection by Block Addition and Block Deletion
Takashi Nagatani, Seiichi Ozawa, Shigeo Abe

Support Vector Machines Networks to Hybrid Neuro-Genetic SVMs in Portfolio Selection
N. Loukeris, I. Eleftheriadis

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

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