Search Results - "2005 International Conference on Neural Networks and Brain"
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1
Comparison of SVM and LS-SVM for Regression
Published in 2005 International Conference on Neural Networks and Brain (2005)“…Support vector machines (SVM) has been widely used in classification and nonlinear function estimation. However, the major drawback of SVM is its higher…”
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2
ECG Feature Extraction and Classification Using Wavelet Transform and Support Vector Machines
Published in 2005 International Conference on Neural Networks and Brain (2005)“…This paper presents a new approach to the feature extraction for reliable heart rhythm recognition. This system of classification is comprised of three…”
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3
Human activity recognition with user-free accelerometers in the sensor networks
Published in 2005 International Conference on Neural Networks and Brain (2005)“…Many applications using wireless sensor networks (WSNs) aim at providing friendly and intelligent services based on the recognition of human's activities…”
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4
Personalized Approach Based on SVM and ANN for Detecting Credit Card Fraud
Published in 2005 International Conference on Neural Networks and Brain (2005)“…A novel personalized approach has recently been presented to prevent credit card fraud. This new approach proposes to prevent fraud before initial use of a new…”
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5
A Leaf Vein Extraction Method Based On Snakes Technique
Published in 2005 International Conference on Neural Networks and Brain (2005)“…Leaf vein extraction is a key step of modeling plant organs and living plant recognition. An efficient leaf vein extraction method is proposed in this paper by…”
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ECG analysis based on PCA and Support Vector Machines
Published in 2005 International Conference on Neural Networks and Brain (2005)“…Cardiovascular diseases is one of the main courses of death around the world. Electrocardiogram (ECG) supervising is the most important and efficient way of…”
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Automatic threshold selection based on ant colony optimization algorithm
Published in 2005 International Conference on Neural Networks and Brain (2005)“…Image segmentation is a long-term difficult problem, which hasn't been fully solved. Threshold is one of the most popular algorithms. Ant colony optimization…”
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A Survey of FPGA-Based Hardware Implementation of ANNs
Published in 2005 International Conference on Neural Networks and Brain (2005)“…In this paper, the development of FPGA-based ANNs is presented. Field programmable gate arrays (FPGA) based artificial neural network (ANN) is now becoming a…”
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9
Fitting B-spline curves by least squares support vector machines
Published in 2005 International Conference on Neural Networks and Brain (2005)“…The problem of construction of B-spline curves by a set of given points is an important issue in computer aided geometric design (CAGD). It is actually…”
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10
A survey of neural network ensembles
Published in 2005 International Conference on Neural Networks and Brain (2005)“…A neural network ensemble combines a finite number of neural networks or other types of predictors, which are trained simultaneously for a common…”
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Application of Levenberg-Marquardt method to the training of spiking neural networks
Published in Proceedings of 2005 International Conference on Neural Networks and Brain : Oct. 13-15, 2005, Beijing, China (2005)“…One of the basic aspects of some neural networks is their attempt to approximate as much as possible their biological counterparts. The goal is to achieve a…”
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12
Particle Swarm Optimization with Local Search
Published in 2005 International Conference on Neural Networks and Brain (2005)“…In this paper, we propose a hybrid algorithm of particle swarm optimization and local search (PSO-LS). In PSO-LS, each particle has a chance of…”
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13
Scaling Gaussian RBF kernel width to improve SVM classification
Published in 2005 International Conference on Neural Networks and Brain (2005)“…Support vector classification with Gaussian RBF kernel is sensitive to the kernel width. Small kernel width may cause over-fitting, and large one…”
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14
Stock Index Modeling using EDA based Local Linear Wavelet Neural Network
Published in 2005 International Conference on Neural Networks and Brain (2005)“…The use of intelligent systems for stock market predictions has been widely established. In this paper, we investigate how the seemingly chaotic behavior of…”
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15
Supervised LLE in ICA Space for Facial Expression Recognition
Published in 2005 International Conference on Neural Networks and Brain (2005)“…Locally linear embedding (LLE) is an unsupervised nonlinear manifold learning algorithm. It performs well in visualizing data yet has a very poor recognition…”
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16
Classification for Incomplete Data Using Classifier Ensembles
Published in 2005 International Conference on Neural Networks and Brain (2005)“…This paper proposes a neural network ensemble model for classification of incomplete data. In the method, the incomplete dataset is divided into a group of…”
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17
Face Detection Based on Skin Color Segmentation and Neural Network
Published in 2005 International Conference on Neural Networks and Brain (2005)“…This paper proposes a human face detection system based on skin color segmentation and neural networks. The system consists of several stages. First, the…”
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18
A fuzzy neural network approach for quantitative evaluation of mura in TFT-LCD
Published in 2005 International Conference on Neural Networks and Brain (2005)“…Mura is a typical region defect of TFT-LCD, which appears as low contrast, non-uniform brightness regions, typically larger than a single pixel. It is caused…”
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Adaptive PID Control Strategy Based on RBF Neural Network Identification
Published in 2005 International Conference on Neural Networks and Brain (2005)“…Radial basis function (RBF) neural network (NN) is powerful computational tools that have been used extensively in the areas of pattern recognition, systems…”
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20
A Modified Particle Swarm Optimization Algorithm and its Application For Solving Traveling Salesman Problem
Published in 2005 International Conference on Neural Networks and Brain (2005)“…A modified particle swarm optimization (MPSO) algorithm was proposed. In the modified algorithm, the cooperative mechanism among individuals has been…”
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