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Neural Information Processing [electronic resource] : 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part II / edited by Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi Sing Leung.

Contributor(s): Material type: TextSeries: Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012Edition: 1st ed. 2012Description: XXII, 712 p. 230 illus. online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783642344817
Subject(s): DDC classification:
  • 004.0151 23
Online resources:
Contents:
On the Optimization of Multiclass Support Vector Machines Dedicated to Speech Recognition -- Time Series Prediction Method Based on LS-SVR with Modified Gaussian RBF -- An Improved Method of Identification Based on Thermal Palm Vein Image -- Modelling Energy Use and Fuel Consumption in Wheat Production Using Indirect Factors and Artificial Neural Networks -- A Gaussian Mixture Model Based System for Detection of Macula in Fundus Images -- The Brain’s Sequential Parallelism: Perceptual Decision-Making and Early Sensory Responses -- Estimating Neural Firing Rates: An Empirical Bayes Approach -- Assessment of Financial Risk Prediction Models with Multi-criteria Decision Making Methods -- Improving Risk Predictions by Preprocessing Imbalanced Credit Data -- Hybrid Validation of Handwriting Process Modelling -- Off-Line Handwritten Arabic Word Recognition Using SVMs with Normalized Poly Kernel -- Bayesian Modeling of Visual Attention -- Classifier Ensemble Using a Heuristic Learn
Summary: The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and LNCS 7667 constitutes the proceedings of the 19th International Conference on Neural Information Processing, ICONIP 2012, held in Doha, Qatar, in November 2012. The 423 regular session papers presented were carefully reviewed and selected from numerous submissions. These papers cover all major topics of theoretical research, empirical study and applications of neural information processing research. The 5 volumes represent 5 topical sections containing articles on theoretical analysis, neural modeling, algorithms, applications, as well as simulation and synthesis.
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On the Optimization of Multiclass Support Vector Machines Dedicated to Speech Recognition -- Time Series Prediction Method Based on LS-SVR with Modified Gaussian RBF -- An Improved Method of Identification Based on Thermal Palm Vein Image -- Modelling Energy Use and Fuel Consumption in Wheat Production Using Indirect Factors and Artificial Neural Networks -- A Gaussian Mixture Model Based System for Detection of Macula in Fundus Images -- The Brain’s Sequential Parallelism: Perceptual Decision-Making and Early Sensory Responses -- Estimating Neural Firing Rates: An Empirical Bayes Approach -- Assessment of Financial Risk Prediction Models with Multi-criteria Decision Making Methods -- Improving Risk Predictions by Preprocessing Imbalanced Credit Data -- Hybrid Validation of Handwriting Process Modelling -- Off-Line Handwritten Arabic Word Recognition Using SVMs with Normalized Poly Kernel -- Bayesian Modeling of Visual Attention -- Classifier Ensemble Using a Heuristic Learn

The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and LNCS 7667 constitutes the proceedings of the 19th International Conference on Neural Information Processing, ICONIP 2012, held in Doha, Qatar, in November 2012. The 423 regular session papers presented were carefully reviewed and selected from numerous submissions. These papers cover all major topics of theoretical research, empirical study and applications of neural information processing research. The 5 volumes represent 5 topical sections containing articles on theoretical analysis, neural modeling, algorithms, applications, as well as simulation and synthesis.

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