Fuliang Yin, Jun Wang, Chengan Guo (Eds.):
Advances in Neural Networks - ISNN 2004, International Symposium on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings, Part I.
Lecture Notes in Computer Science 3173 Springer 2004, ISBN 3-540-22841-1
, Gang Wang
: A New Method for Robust Stability Analysis of a Class of Recurrent Neural Networks with Time Delays.
, Jinde Cao
: Global Exponential Stability of Cohen-Grossberg Neural Networks with Multiple Time-Varying Delays.
: Stability of Stochastic Cohen-Grossberg Neural Networks.
, Xiaofeng Liao
: Novel Exponential Stability Criteria for Fuzzy Cellular Neural Networks with Time-Varying Delay.
Learning and Optimization
, Pengwei Hao
: On Soft Learning Vector Quantization Based on Reformulation.
: Surrogating Neurons in an Associative Chaotic Neural Network.
, Wenxiu Zhang
: Transductive Learning Machine Based on the Affinity-Rule for Semi-supervised Problems and Its Algorithm.
, Wei Wu
: Finite Convergence of MRI Neural Network for Linearly Separable Training Patterns.
, Zengqi Sun
: A Rapid Two-Step Learning Algorithm for Spline Activation Function Neural Networks with the Application on Biped Gait Recognition.
, Jianbo Su
: An Online Feature Learning Algorithm Using HCI-Based Reinforcement Learning.
, Anthony Kuh
: An Optimal Neural-Network Model for Learning Posterior Probability Functions from Observations.
Support Vector Machines
: Distance-Based Selection of Potential Support Vectors by Kernel Matrix.
, Bao-Liang Lu
: A Cascade Method for Reducing Training Time and the Number of Support Vectors.
, Hanqing Zhao
: Constructing Support Vector Classifiers with Unlabeled Data.
, Wenkai Lu
: Nested Buffer SMO Algorithm for Training Support Vector Classifiers.
: Support Vector Classifier with a Fuzzy-Value Class Label.
, Zheng Bao
: Radar HRR Profiles Recognition Based on SVM with Power-Transformed-Correlation Kernel.
, Yugeng Xi
: Nonlinear System Identification Based on an Improved Support Vector Regression Estimator.
Blind Source Separation, Independent Component Analysis and Principal Component Analysis
, Zhihua Hao
: Multisensor Data Fusion Based on Independent Component Analysis for Fault Diagnosis of Rotor.
, Zhong-Gai Zhao
: Chemical Separation Process Monitoring Based on Nonlinear Principal Component Analysis.
, Zhang Yi
: On the Discrete Time Dynamics of the MCA Neural Networks.
Clustering and Classification
, Lei Xu
: Automatic Cluster Number Determination via BYY Harmony Learning.
, Licheng Jiao
: SAR Image Recognition Using Synergetic Neural Networks Based on Immune Clonal Programming.
, Ping Guo
: A Novel Approach to Stellar Recognition by Combining EKF and RBF Net.
: Neural Network Associator for Images and Their Chinese Characters.