↓ Skip to main content

Advances in Natural Computation

Overview of attention for book
Cover of 'Advances in Natural Computation'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 A Novel Learning Algorithm for Wavelet Neural Networks
  3. Altmetric Badge
    Chapter 2 Using Unscented Kalman Filter for Training the Minimal Resource Allocation Neural Network
  4. Altmetric Badge
    Chapter 3 The Improved CMAC Model and Learning Result Analysis
  5. Altmetric Badge
    Chapter 4 A New Smooth Support Vector Regression Based on ε -Insensitive Logistic Loss Function
  6. Altmetric Badge
    Chapter 5 Neural Network Classifier Based on the Features of Multi-lead ECG
  7. Altmetric Badge
    Chapter 6 A New Learning Algorithm for Diagonal Recurrent Neural Network
  8. Altmetric Badge
    Chapter 7 Study of On-line Weighted Least Squares Support Vector Machines
  9. Altmetric Badge
    Chapter 8 Globally Exponential Stability Analysis and Estimation of the Exponential Convergence Rate for Neural Networks with Multiple Time Varying Delays
  10. Altmetric Badge
    Chapter 9 Locally Determining the Number of Neighbors in the k -Nearest Neighbor Rule Based on Statistical Confidence
  11. Altmetric Badge
    Chapter 10 Fuzzy Self-Organizing Map Neural Network Using Kernel PCA and the Application
  12. Altmetric Badge
    Chapter 11 An Evolved Recurrent Neural Network and Its Application
  13. Altmetric Badge
    Chapter 12 Self-organized Locally Linear Embedding for Nonlinear Dimensionality Reduction
  14. Altmetric Badge
    Chapter 13 Active Learning for Probabilistic Neural Networks
  15. Altmetric Badge
    Chapter 14 Adaptive Training of Radial Basis Function Networks Using Particle Swarm Optimization Algorithm
  16. Altmetric Badge
    Chapter 15 A Game-Theoretic Approach to Competitive Learning in Self-Organizing Maps
  17. Altmetric Badge
    Chapter 16 A Novel Intrusions Detection Method Based on HMM Embedded Neural Network
  18. Altmetric Badge
    Chapter 17 Generate Different Neural Networks by Negative Correlation Learning
  19. Altmetric Badge
    Chapter 18 New Training Method and Optimal Structure of Backpropagation Networks
  20. Altmetric Badge
    Chapter 19 Learning Outliers to Refine a Corpus for Chinese Webpage Categorization
  21. Altmetric Badge
    Chapter 20 Bio-kernel Self-organizing Map for HIV Drug Resistance Classification
  22. Altmetric Badge
    Chapter 21 A New Learning Algorithm Based on Lever Principle
  23. Altmetric Badge
    Chapter 22 An Effective Method to Improve Convergence for Sequential Blind Source Separation
  24. Altmetric Badge
    Chapter 23 A Novel LDA Approach for High-Dimensional Data
  25. Altmetric Badge
    Chapter 24 Research and Design of Distributed Neural Networks with Chip Training Algorithm
  26. Altmetric Badge
    Chapter 25 Support Vector Regression with Smoothing Property
  27. Altmetric Badge
    Chapter 26 A Fast SMO Training Algorithm for Support Vector Regression
  28. Altmetric Badge
    Chapter 27 Rival Penalized Fuzzy Competitive Learning Algorithm
  29. Altmetric Badge
    Chapter 28 A New Predictive Vector Quantization Method Using a Smaller Codebook
  30. Altmetric Badge
    Chapter 29 Performance Improvement of Fuzzy RBF Networks
  31. Altmetric Badge
    Chapter 30 Universal Approach to Study Delayed Dynamical Systems
  32. Altmetric Badge
    Chapter 31 Long-Range Connections Based Small-World Network and Its Synchronizability
  33. Altmetric Badge
    Chapter 32 Double Synaptic Weight Neuron Theory and Its Application
  34. Altmetric Badge
    Chapter 33 Comparative Study of Chaotic Neural Networks with Different Models of Chaotic Noise
  35. Altmetric Badge
    Chapter 34 A Learning Model in Qubit Neuron According to Quantum Circuit
  36. Altmetric Badge
    Chapter 35 An Algorithm for Pruning Redundant Modules in Min-Max Modular Network with GZC Function
  37. Altmetric Badge
    Chapter 36 A General Procedure for Combining Binary Classifiers and Its Performance Analysis
  38. Altmetric Badge
    Chapter 37 A Modular Structure of Auto-encoder for the Integration of Different Kinds of Information
  39. Altmetric Badge
    Chapter 38 Adaptive and Competitive Committee Machine Architecture
  40. Altmetric Badge
    Chapter 39 An ART2/RBF Hybrid Neural Networks Research
  41. Altmetric Badge
    Chapter 40 Complex Number Procedure Neural Networks
  42. Altmetric Badge
    Chapter 41 Urban Traffic Signal Timing Optimization Based on Multi-layer Chaos Neural Networks Involving Feedback
  43. Altmetric Badge
    Chapter 42 Research on a Direct Adaptive Neural Network Control Method of Nonlinear Systems
  44. Altmetric Badge
    Chapter 43 Improving the Resultant Quality of Kohonen’s Self Organizing Map Using Stiffness Factor
  45. Altmetric Badge
    Chapter 44 A Novel Orthonormal Wavelet Network for Function Learning
  46. Altmetric Badge
    Chapter 45 Fuzzy Back-Propagation Network for PCB Sales Forecasting
  47. Altmetric Badge
    Chapter 46 An Evolutionary Artificial Neural Networks Approach for BF Hot Metal Silicon Content Prediction
  48. Altmetric Badge
    Chapter 47 Application of Chaotic Neural Model Based on Olfactory System on Pattern Recognitions
  49. Altmetric Badge
    Chapter 48 Double Robustness Analysis for Determining Optimal Feedforward Neural Network Architecture
  50. Altmetric Badge
    Chapter 49 Stochastic Robust Stability Analysis for Markovian Jump Neural Networks with Time Delay
  51. Altmetric Badge
    Chapter 50 Observation of Crises and Bifurcations in the Hodgkin-Huxley Neuron Model
  52. Altmetric Badge
    Chapter 51 An Application of Pattern Recognition Based on Optimized RBF-DDA Neural Networks
  53. Altmetric Badge
    Chapter 52 Global Exponential Stability of Cellular Neural Networks with Time-Varying Delays
  54. Altmetric Badge
    Chapter 53 Effect of Noises on Two-Layer Hodgkin-Huxley Neuronal Network
  55. Altmetric Badge
    Chapter 54 Adaptive Co-ordinate Transformation Based on a Spike Timing-Dependent Plasticity Learning Paradigm
  56. Altmetric Badge
    Chapter 55 Modeling of Short-Term Synaptic Plasticity Using Dynamic Synapses
  57. Altmetric Badge
    Chapter 56 A Chaotic Model of Hippocampus-Neocortex
  58. Altmetric Badge
    Chapter 57 Stochastic Neuron Model with Dynamic Synapses and Evolution Equation of Its Density Function
  59. Altmetric Badge
    Chapter 58 Learning Algorithm for Spiking Neural Networks
  60. Altmetric Badge
    Chapter 59 Exponential Convergence of Delayed Neural Networks
  61. Altmetric Badge
    Chapter 60 A Neural Network for Constrained Saddle Point Problems: An Approximation Approach
  62. Altmetric Badge
    Chapter 61 Implementing Fuzzy Reasoning by IAF Neurons
  63. Altmetric Badge
    Chapter 62 A Method for Quantifying Temporal and Spatial Patterns of Spike Trains
  64. Altmetric Badge
    Chapter 63 A Stochastic Nonlinear Evolution Model and Dynamic Neural Coding on Spontaneous Behavior of Large-Scale Neuronal Population
  65. Altmetric Badge
    Chapter 64 Study on Circle Maps Mechanism of Neural Spikes Sequence
  66. Altmetric Badge
    Chapter 65 Synchronous Behaviors of Hindmarsh-Rose Neurons with Chemical Coupling
  67. Altmetric Badge
    Chapter 66 A Simple Quantile Regression via Support Vector Machine
  68. Altmetric Badge
    Chapter 67 Doubly Regularized Kernel Regression with Heteroscedastic Censored Data
  69. Altmetric Badge
    Chapter 68 Support Vector Based Prototype Selection Method for Nearest Neighbor Rules
  70. Altmetric Badge
    Chapter 69 A Prediction Interval Estimation Method for KMSE
  71. Altmetric Badge
    Chapter 70 An Information-Geometrical Approach to Constructing Kernel in Support Vector Regression Machines
  72. Altmetric Badge
    Chapter 71 Training Data Selection for Support Vector Machines
  73. Altmetric Badge
    Chapter 72 Model Selection for Regularized Least-Squares Classification
  74. Altmetric Badge
    Chapter 73 Modelling of Chaotic Systems with Recurrent Least Squares Support Vector Machines Combined with Reconstructed Embedding Phase Space
  75. Altmetric Badge
    Chapter 74 Least-Squares Wavelet Kernel Method for Regression Estimation
  76. Altmetric Badge
    Chapter 75 Fuzzy Support Vector Machines Based on λ —Cut
  77. Altmetric Badge
    Chapter 76 Mixtures of Kernels for SVM Modeling
  78. Altmetric Badge
    Chapter 77 A Novel Parallel Reduced Support Vector Machine
  79. Altmetric Badge
    Chapter 78 Recurrent Support Vector Machines in Reliability Prediction
  80. Altmetric Badge
    Chapter 79 A Modified SMO Algorithm for SVM Regression and Its Application in Quality Prediction of HP-LDPE
  81. Altmetric Badge
    Chapter 80 Gait Recognition via Independent Component Analysis Based on Support Vector Machine and Neural Network
  82. Altmetric Badge
    Chapter 81 Uncertainty Support Vector Method for Ordinal Regression
  83. Altmetric Badge
    Chapter 82 An Incremental Learning Method Based on SVM for Online Sketchy Shape Recognition
  84. Altmetric Badge
    Chapter 83 Eigenspectra Versus Eigenfaces: Classification with a Kernel-Based Nonlinear Representor
  85. Altmetric Badge
    Chapter 84 Blind Extraction of Singularly Mixed Source Signals
  86. Altmetric Badge
    Chapter 85 Application of Support Vector Machines in Predicting Employee Turnover Based on Job Performance
  87. Altmetric Badge
    Chapter 86 Palmprint Recognition Based on Unsupervised Subspace Analysis
  88. Altmetric Badge
    Chapter 87 A New Alpha Seeding Method for Support Vector Machine Training
  89. Altmetric Badge
    Chapter 88 Multiple Acoustic Sources Location Based on Blind Source Separation
  90. Altmetric Badge
    Chapter 89 Short-Term Load Forecasting Based on Self-organizing Map and Support Vector Machine
  91. Altmetric Badge
    Chapter 90 A Multi-class Classifying Algorithm Based on Nonlinear Dimensionality Reduction and Support Vector Machines
  92. Altmetric Badge
    Chapter 91 A VSC Scheme for Linear MIMO Systems Based on SVM
  93. Altmetric Badge
    Chapter 92 Global Convergence of FastICA: Theoretical Analysis and Practical Considerations
  94. Altmetric Badge
    Chapter 93 SVM Based Nonparametric Model Identification and Dynamic Model Control
  95. Altmetric Badge
    Chapter 94 Learning SVM Kernel with Semi-definite Programming
  96. Altmetric Badge
    Chapter 95 Weighted On-line SVM Regression Algorithm and Its Application
  97. Altmetric Badge
    Chapter 96 Convergence of an Online Gradient Method for BP Neural Networks with Stochastic Inputs
  98. Altmetric Badge
    Chapter 97 A Constructive Algorithm for Wavelet Neural Networks
  99. Altmetric Badge
    Chapter 98 Stochastic High-Order Hopfield Neural Networks
  100. Altmetric Badge
    Chapter 99 Predicting with Confidence – An Improved Dynamic Cell Structure
  101. Altmetric Badge
    Chapter 100 An Efficient Score Function Generation Algorithm with Information Maximization
  102. Altmetric Badge
    Chapter 101 A New Criterion on Exponential Stability of a Class of Discrete Cellular Neural Networks with Time Delay
  103. Altmetric Badge
    Chapter 102 A Novel Local Connection Neural Network
  104. Altmetric Badge
    Chapter 103 An Unsupervised Cooperative Pattern Recognition Model to Identify Anomalous Massive SNMP Data Sending
  105. Altmetric Badge
    Chapter 104 A Fast Nonseparable Wavelet Neural Network for Function Approximation
  106. Altmetric Badge
    Chapter 105 A Visual Cortex Domain Model for Illusory Contour Figures
  107. Altmetric Badge
    Chapter 106 ANN Ensemble Online Learning Strategy in 3D Object Cognition and Recognition Based on Similarity
  108. Altmetric Badge
    Chapter 107 Design and Implementation of the Individualized Intelligent Teachable Agent
  109. Altmetric Badge
    Chapter 108 Comparison of Complexity and Regularity of ERP Recordings Between Single and Dual Tasks Using Sample Entropy Algorithm
  110. Altmetric Badge
    Chapter 109 Representation of a Physio-psychological Index Through Constellation Graphs
  111. Altmetric Badge
    Chapter 110 Neural Network Based Emotion Estimation Using Heart Rate Variability and Skin Resistance
  112. Altmetric Badge
    Chapter 111 Modeling Belief, Capability and Promise for Cognitive Agents – A Modal Logic Approach
  113. Altmetric Badge
    Chapter 112 PENCIL: A Framework for Expressing Free-Hand Sketching in 3D
  114. Altmetric Badge
    Chapter 113 Blocking Artifacts Measurement Based on the Human Visual System
  115. Altmetric Badge
    Chapter 114 A Computation Model of Korean Lexical Processing
  116. Altmetric Badge
    Chapter 115 Neuroanatomical Analysis for Onomatopoeia and Phainomime Words: fMRI Study
  117. Altmetric Badge
    Chapter 116 Cooperative Aspects of Selective Attention
  118. Altmetric Badge
    Chapter 117 Selective Attention Guided Perceptual Grouping Model
  119. Altmetric Badge
    Chapter 118 Visual Search for Object Features
  120. Altmetric Badge
    Chapter 119 Agent Based Decision Support System Using Reinforcement Learning Under Emergency Circumstances
  121. Altmetric Badge
    Chapter 120 Dynamic Inputs and Attraction Force Analysis for Visual Invariance and Transformation Estimation
  122. Altmetric Badge
    Chapter 121 Task-Oriented Sparse Coding Model for Pattern Classification
  123. Altmetric Badge
    Chapter 122 Robust Face Recognition from One Training Sample per Person
  124. Altmetric Badge
    Chapter 123 Chinese Word Sense Disambiguation Using HowNet
  125. Altmetric Badge
    Chapter 124 Modeling Human Learning as Context Dependent Knowledge Utility Optimization
  126. Altmetric Badge
    Chapter 125 Automatic Text Summarization Based on Lexical Chains
  127. Altmetric Badge
    Chapter 126 A General fMRI Linear Convolution Model Based Dynamic Characteristic
  128. Altmetric Badge
    Chapter 127 A KNN-Based Learning Method for Biology Species Categorization
  129. Altmetric Badge
    Chapter 128 Application of Emerging Patterns for Multi-source Bio-Data Classification and Analysis
  130. Altmetric Badge
    Chapter 129 Nonlinear Kernel MSE Methods for Cancer Classification
  131. Altmetric Badge
    Chapter 130 Fusing Face and Fingerprint for Identity Authentication by SVM
  132. Altmetric Badge
    Chapter 131 A New Algorithm of Multi-modality Medical Image Fusion Based on Pulse-Coupled Neural Networks
  133. Altmetric Badge
    Chapter 132 Cleavage Site Analysis Using Rule Extraction from Neural Networks
  134. Altmetric Badge
    Chapter 133 Prediction Rule Generation of MHC Class I Binding Peptides Using ANN and GA
  135. Altmetric Badge
    Chapter 134 Combined Kernel Function Approach in SVM for Diagnosis of Cancer
  136. Altmetric Badge
    Chapter 135 Automatic Liver Segmentation of Contrast Enhanced CT Images Based on Histogram Processing
  137. Altmetric Badge
    Chapter 136 An Improved Adaptive RBF Network for Classification of Left and Right Hand Motor Imagery Tasks
  138. Altmetric Badge
    Chapter 137 Similarity Analysis of DNA Sequences Based on the Relative Entropy
  139. Altmetric Badge
    Chapter 138 Can Circulating Matrix Metalloproteinases Be Predictors of Breast Cancer? A Neural Network Modeling Study
  140. Altmetric Badge
    Chapter 139 Blind Clustering of DNA Fragments Based on Kullback-Leibler Divergence
  141. Altmetric Badge
    Chapter 140 Prediction of Protein Subcellular Locations Using Support Vector Machines
  142. Altmetric Badge
    Chapter 141 Neuroinformatics Research in China- Current Status and Future Research Activities
  143. Altmetric Badge
    Chapter 142 Australian Neuroinformatics Research – Grid Computing and e-Research
  144. Altmetric Badge
    Chapter 143 Current Status and Future Research Activities in Clinical Neuroinformatics: Singaporean Perspective
  145. Altmetric Badge
    Chapter 144 Japanese Neuroinformatics Research: Current Status and Future Research Program of J-Node
  146. Altmetric Badge
    Chapter 145 Optimal TDMA Frame Scheduling in Broadcasting Packet Radio Networks Using a Gradual Noisy Chaotic Neural Network
  147. Altmetric Badge
    Chapter 146 A Fast Online SVM Algorithm for Variable-Step CDMA Power Control
  148. Altmetric Badge
    Chapter 147 Fourth-Order Cumulants and Neural Network Approach for Robust Blind Channel Equalization
  149. Altmetric Badge
    Chapter 148 Equalization of a Wireless ATM Channel with Simplified Complex Bilinear Recurrent Neural Network
  150. Altmetric Badge
    Chapter 149 A Novel Remote User Authentication Scheme Using Interacting Neural Network
  151. Altmetric Badge
    Chapter 150 Genetic Algorithm Simulated Annealing Based Clustering Strategy in MANET
  152. Altmetric Badge
    Chapter 151 A Gradual Training Algorithm of Incremental Support Vector Machine Learning
  153. Altmetric Badge
    Chapter 152 An Improved Method of Feature Selection Based on Concept Attributes in Text Classification
  154. Altmetric Badge
    Chapter 153 Research on the Decision Method for Enterprise Information Investment Based on IA-BP Network
  155. Altmetric Badge
    Chapter 154 Process Control and Management of Etching Process Using Data Mining with Quality Indexes
  156. Altmetric Badge
    Chapter 155 Automatic Knowledge Configuration by Reticular Activating System
  157. Altmetric Badge
    Chapter 156 An Improved Information Retrieval Method and Input Device Using Gloves for Wearable Computers
  158. Altmetric Badge
    Chapter 157 Research on Design and Implementation of the Artificial Intelligence Agent for Smart Home Based on Support Vector Machine
  159. Altmetric Badge
    Chapter 158 A Self-organized Network for Data Clustering
  160. Altmetric Badge
    Chapter 159 A General Criterion of Synchronization Stability in Ensembles of Coupled Systems and Its Application
  161. Altmetric Badge
    Chapter 160 Complexity of Linear Cellular Automata over ℤ m
  162. Altmetric Badge
    Chapter 161 Applications of Genetic Algorithm for Artificial Neural Network Model Discovery and Performance Surface Optimization in Finance
  163. Altmetric Badge
    Chapter 162 Mining Data by Query-Based Error-Propagation
  164. Altmetric Badge
    Chapter 163 The Application of Structured Feedforward Neural Networks to the Modelling of the Daily Series of Currency in Circulation
  165. Altmetric Badge
    Chapter 164 Time Delay Neural Networks and Genetic Algorithms for Detecting Temporal Patterns in Stock Markets
  166. Altmetric Badge
    Chapter 165 The Prediction of the Financial Time Series Based on Correlation Dimension
  167. Altmetric Badge
    Chapter 166 Gradient-Based FCM and a Neural Network for Clustering of Incomplete Data
  168. Altmetric Badge
    Chapter 167 Toward Global Optimization of ANN Supported by Instance Selection for Financial Forecasting
  169. Altmetric Badge
    Chapter 168 FranksTree: A Genetic Programming Approach to Evolve Derived Bracketed L-Systems
  170. Altmetric Badge
    Chapter 169 Data Clustering with a Neuro-immune Network
Attention for Chapter 43: Improving the Resultant Quality of Kohonen’s Self Organizing Map Using Stiffness Factor
Altmetric Badge

Citations

dimensions_citation
7 Dimensions

Readers on

mendeley
9 Mendeley
You are seeing a free-to-access but limited selection of the activity Altmetric has collected about this research output. Click here to find out more.
Chapter title
Improving the Resultant Quality of Kohonen’s Self Organizing Map Using Stiffness Factor
Chapter number 43
Book title
Advances in Natural Computation
Published by
Springer, Berlin, Heidelberg, August 2005
DOI 10.1007/11539087_43
Book ISBNs
978-3-54-028323-2, 978-3-54-031853-8
Authors

Emin Germen

Mendeley readers

The data shown below were compiled from readership statistics for 9 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United States 1 11%
Brazil 1 11%
Unknown 7 78%

Demographic breakdown

Readers by professional status Count As %
Researcher 3 33%
Professor 2 22%
Professor > Associate Professor 2 22%
Student > Ph. D. Student 1 11%
Student > Bachelor 1 11%
Other 0 0%
Readers by discipline Count As %
Agricultural and Biological Sciences 3 33%
Engineering 2 22%
Economics, Econometrics and Finance 1 11%
Earth and Planetary Sciences 1 11%
Philosophy 1 11%
Other 0 0%
Unknown 1 11%