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Boosting support vector machines
Se presenta un algoritmo de clasificación binaria basado en Support Vector Machines (Máquinas de Vectores de Soporte) que combinado apropiadamente con técnicas de Boosting consigue un mejor desempeño en cuanto a tiempo de ...
Nonstationary regression with support vector machines
(Springer, 2014-10-07)
In this work, we introduce a method for data analysis in nonstationary environments: time-adaptive support vector regression (TA-SVR). The proposed approach extends a previous development that was limited to classification ...
Estimativa da radiação solar ultravioleta em Botucatu/SP/Brasil utilizando máquina de vetores de suporte (SVM)
(2013)
In this papper is evaluated the estimation of daily solar ultraviolet radiation (UV) using Support Vector Machine (SVM) in Botucatu/SP/Brazil. We tested five groups of input data containing different weather variables. A ...
Interior Proximal Algorithm with Variable Metric for Second-Order Cone Programming: Applications to Structural Optimization and Support Vector Machines
(Taylor & Francis, 2009-10)
In this work, we propose an inexact interior proximal-type algorithm for solving convex second-order cone programs. This kind of problem consists of minimizing a convex function (possibly nonsmooth) over the intersection ...
Gesture unit segmentation using support vector machines: segmenting gestures from rest positions
(ACM Special Interest Group on Applied ComputingPolytechnic Institute of Coimbra (IPC)Institute of Systems and Robotics, Faculty of Sciences and Technology of University of Coimbra (ISR-FCTUC)Caixa Geral de DepositosCoimbra, 2013-03)
Gesture analysis has been widely used for developing new
methods of human-computer interaction. The advancement
reached in the gesture analysis area is also motivating its
application to automate tasks related to discourse ...
Classification of petroleum well drilling operations using Support Vector Machine (SVM)
(2007-12-01)
During the petroleum well drilling operation many mechanical and hydraulic parameters are monitored by an instrumentation system installed in the rig called a mud-logging system. These sensors, distributed in the rig, ...
Classification of petroleum well drilling operations using Support Vector Machine (SVM)
(2007-12-01)
During the petroleum well drilling operation many mechanical and hydraulic parameters are monitored by an instrumentation system installed in the rig called a mud-logging system. These sensors, distributed in the rig, ...
Wavelet-packets Associated with Support Vector Machine Are Effective for Monophone Sorting in Music Signals
(2019-09-01)
An abstract interpretation is usually required to analyze acoustic compositions. Nevertheless, there is much signal processing-related research focusing on music processing and similar topics. In that context, the semantic ...
Spectral-Spatial-Aware Unsupervised Change Detection with Stochastic Distances and Support Vector Machines
(2021-04-01)
Change detection is a topic of great interest in remote sensing. A good similarity metric to compute the variations among the images is the key to high-quality change detection. However, most existing approaches rely on ...