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Artificial Neural Networks: Formal Models and Their Applications – ICANN 2005

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Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Neuro-fuzzy Kolmogorov’s Network
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    Chapter 2 A Neural Network Model for Inter-problem Adaptive Online Time Allocation
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    Chapter 3 Discriminant Parallel Perceptrons
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    Chapter 4 A Way to Aggregate Multilayer Neural Networks
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    Chapter 5 Generalized Net Models of MLNN Learning Algorithms
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    Chapter 6 Monotonic Multi-layer Perceptron Networks as Universal Approximators
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    Chapter 7 Short Term Memories and Forcing the Re-use of Knowledge for Generalization
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    Chapter 8 Interpolation Mechanism of Functional Networks
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    Chapter 9 Neural Network Topology Optimization
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    Chapter 10 Rough Sets-Based Recursive Learning Algorithm for Radial Basis Function Networks
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    Chapter 11 Support Vector Neural Training
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    Chapter 12 Evolutionary Algorithms for Real-Time Artificial Neural Network Training
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    Chapter 13 Developing Measurement Selection Strategy for Neural Network Models
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    Chapter 14 Nonlinear Regression with Piecewise Affine Models Based on RBFN
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    Chapter 15 Batch-Sequential Algorithm for Neural Networks Trained with Entropic Criteria
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    Chapter 16 Multiresponse Sparse Regression with Application to Multidimensional Scaling
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    Chapter 17 Training Neural Networks Using Taguchi Methods: Overcoming Interaction Problems
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    Chapter 18 A Global-Local Artificial Neural Network with Application to Wave Overtopping Prediction
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    Chapter 19 Learning with Ensemble of Linear Perceptrons
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    Chapter 20 Combination Methods for Ensembles of RBFs
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    Chapter 21 Ensemble Techniques for Credibility Estimation of GAME Models
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    Chapter 22 Combination Methods for Ensembles of MF
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    Chapter 23 New Results on Ensembles of Multilayer Feedforward
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    Chapter 24 On Variations of Power Iteration
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    Chapter 25 Linear Dimension Reduction Based on the Fourth-Order Cumulant Tensor
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    Chapter 26 On Spectral Basis Selection for Single Channel Polyphonic Music Separation
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    Chapter 27 Independent Subspace Analysis Using k-Nearest Neighborhood Distances
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    Chapter 28 Study of the Behavior of a New Boosting Algorithm for Recurrent Neural Networks
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    Chapter 29 Time Delay Learning by Gradient Descent in Recurrent Neural Networks
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    Chapter 30 Representation and Identification Method of Finite State Automata by Recurrent High-Order Neural Networks
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    Chapter 31 Global Stability Conditions of Locally Recurrent Neural Networks
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    Chapter 32 An Agent-Based PLA for the Cascade Correlation Learning Architecture
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    Chapter 33 Dual Memory Model for Using Pre-existing Knowledge in Reinforcement Learning Tasks
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    Chapter 34 Stochastic Processes for Return Maximization in Reinforcement Learning
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    Chapter 35 Maximizing the Ratio of Information to Its Cost in Information Theoretic Competitive Learning
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    Chapter 36 Completely Self-referential Optimal Reinforcement Learners
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    Chapter 37 Model Selection Under Covariate Shift
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    Chapter 38 Smooth Performance Landscapes of the Variational Bayesian Approach
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    Chapter 39 Jacobi Alternative to Bayesian Evidence Maximization in Diffusion Filtering
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    Chapter 40 Bayesian Learning of Neural Networks Adapted to Changes of Prior Probabilities
  42. Altmetric Badge
    Chapter 41 A New Method of Learning Bayesian Networks Structures from Incomplete Data
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    Chapter 42 Bayesian Hierarchical Ordinal Regression
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    Chapter 43 Traffic Flow Forecasting Using a Spatio-temporal Bayesian Network Predictor
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    Chapter 44 Manifold Constrained Variational Mixtures
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    Chapter 45 Handwritten Digit Recognition with Nonlinear Fisher Discriminant Analysis
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    Chapter 46 Separable Data Aggregation in Hierarchical Networks of Formal Neurons
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    Chapter 47 Induced Weights Artificial Neural Network
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    Chapter 48 SoftDoubleMinOver: A Simple Procedure for Maximum Margin Classification
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    Chapter 49 On the Explicit Use of Example Weights in the Construction of Classifiers
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    Chapter 50 A First Approach to Solve Classification Problems Based on Functional Networks
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    Chapter 51 A Description of a Simulation Environment and Neural Architecture for A-Life
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    Chapter 52 Neural Network Classifers in Arrears Management
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    Chapter 53 Sequential Classification of Probabilistic Independent Feature Vectors Based on Multilayer Perceptron
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    Chapter 54 Multi-class Pattern Classification Based on a Probabilistic Model of Combining Binary Classifiers
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    Chapter 55 Evaluating Performance of Random Subspace Classifier on ELENA Classification Database
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    Chapter 56 A New RBF Neural Network Based Non-linear Self-tuning Pole-Zero Placement Controller
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    Chapter 57 Using the Levenberg-Marquardt for On-line Training of a Variant System
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    Chapter 58 Optimal Control Yields Power Law Behavior
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    Chapter 59 A NeuroFuzzy Controller for 3D Virtual Centered Navigation in Medical Images of Tubular Structures
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    Chapter 60 Emulating Process Simulators with Learning Systems
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    Chapter 61 Evolving Modular Fast-Weight Networks for Control
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    Chapter 62 Topological Derivative and Training Neural Networks for Inverse Problems
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    Chapter 63 Application of Domain Neural Network to Optimization Tasks
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    Chapter 64 Eigenvalue Problem Approach to Discrete Minimization
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    Chapter 65 A Neurocomputational Approach to Decision Making and Aging
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    Chapter 66 Comparison of Neural Network Robot Models with Not Inverted and Inverted Inertia Matrix
  68. Altmetric Badge
    Chapter 67 Causal Neural Control of a Latching Ocean Wave Point Absorber
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    Chapter 68 An Off-Policy Natural Policy Gradient Method for a Partial Observable Markov Decision Process
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    Chapter 69 A Simplified Forward-Propagation Learning Rule Applied to Adaptive Closed-Loop Control
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    Chapter 70 Improved, Simpler Neural Controllers for Lamprey Swimming
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    Chapter 71 Supervision of Control Valves in Flotation Circuits Based on Artificial Neural Network
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    Chapter 72 Comparison of Volterra Models Extracted from a Neural Network for Nonlinear Systems Modeling
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    Chapter 73 Identification of Frequency-Domain Volterra Model Using Neural Networks
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    Chapter 74 Hierarchical Clustering for Efficient Memory Allocation in CMAC Neural Network
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    Chapter 75 Knowledge Extraction from Unsupervised Multi-topographic Neural Network Models
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    Chapter 76 Current Trends on Knowledge Extraction and Neural Networks
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    Chapter 77 Prediction of Yeast Protein–Protein Interactions by Neural Feature Association Rule
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    Chapter 78 A Novel Method for Extracting Knowledge from Neural Networks with Evolving SQL Queries
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    Chapter 79 CrySSMEx, a Novel Rule Extractor for Recurrent Neural Networks: Overview and Case Study
  81. Altmetric Badge
    Chapter 80 Computational Neurogenetic Modeling: Integration of Spiking Neural Networks, Gene Networks, and Signal Processing Techniques
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    Chapter 81 Information Visualization for Knowledge Extraction in Neural Networks
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    Chapter 82 Combining GAs and RBF Neural Networks for Fuzzy Rule Extraction from Numerical Data
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    Chapter 83 Neural Network Algorithm for Events Forecasting and Its Application to Space Physics Data
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    Chapter 84 Counterpropagation with Delays with Applications in Time Series Prediction
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    Chapter 85 Bispectrum-Based Statistical Tests for VAD
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    Chapter 86 Back-Propagation as Reinforcement in Prediction Tasks
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    Chapter 87 Mutual Information and k-Nearest Neighbors Approximator for Time Series Prediction
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    Chapter 88 Some Issues About the Generalization of Neural Networks for Time Series Prediction
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    Chapter 89 Multi-step-ahead Prediction Based on B-Spline Interpolation and Adaptive Time-Delay Neural Network
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    Chapter 90 Training of Support Vector Machines with Mahalanobis Kernels
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    Chapter 91 Smooth Bayesian Kernel Machines
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    Chapter 92 A New Kernel-Based Algorithm for Online Clustering
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    Chapter 93 The LCCP for Optimizing Kernel Parameters for SVM
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    Chapter 94 The GCS Kernel for SVM-Based Image Recognition
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    Chapter 95 Informational Energy Kernel for LVQ
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    Chapter 96 Reducing the Effect of Out-Voting Problem in Ensemble Based Incremental Support Vector Machines
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    Chapter 97 A Comparison of Different Initialization Strategies to Reduce the Training Time of Support Vector Machines
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    Chapter 98 A Hierarchical Support Vector Machine Based Solution for Off-line Inverse Modeling in Intelligent Robotics Applications
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    Chapter 99 LS-SVM Hyperparameter Selection with a Nonparametric Noise Estimator
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    Chapter 100 Building Smooth Neighbourhood Kernels via Functional Data Analysis
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    Chapter 101 Recognition of Heartbeats Using Support Vector Machine Networks – A Comparative Study
  103. Altmetric Badge
    Chapter 102 Componentwise Support Vector Machines for Structure Detection
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    Chapter 103 Memory in Backpropagation-Decorrelation O(N) Efficient Online Recurrent Learning
  105. Altmetric Badge
    Chapter 104 Incremental Rule Pruning for Fuzzy ARTMAP Neural Network
  106. Altmetric Badge
    Chapter 105 An Inductive Learning Algorithm with a Partial Completeness and Consistence via a Modified Set Covering Problem
  107. Altmetric Badge
    Chapter 106 A Neural Network for Text Representation
  108. Altmetric Badge
    Chapter 107 A Fuzzy Approach to Some Set Approximation Operations
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    Chapter 108 Connectionist Modeling of Linguistic Quantifiers
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    Chapter 109 Fuzzy Rule Extraction Using Recombined RecBF for Very-Imbalanced Datasets
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    Chapter 110 An Iterative Artificial Neural Network for High Dimensional Data Analysis
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    Chapter 111 Towards Human Friendly Data Mining: Linguistic Data Summaries and Their Protoforms
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    Chapter 112 Localization of Abnormal EEG Sources Incorporating Constrained BSS
  114. Altmetric Badge
    Chapter 113 Myocardial Blood Flow Quantification in Dynamic PET: An Ensemble ICA Approach
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    Chapter 114 Data Fusion for Modern Engineering Applications: An Overview
  116. Altmetric Badge
    Chapter 115 Modified Cost Functions for Modelling Air Quality Time Series by Using Neural Networks
  117. Altmetric Badge
    Chapter 116 Troubleshooting in GSM Mobile Telecommunication Networks Based on Domain Model and Sensory Information
  118. Altmetric Badge
    Chapter 117 Energy of Brain Potentials Evoked During Visual Stimulus: A New Biometric?
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    Chapter 118 Communicative Interactivity – A Multimodal Communicative Situation Classification Approach
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    Chapter 119 Bayesian Network Modeling Aspects Resulting from Applications in Medical Diagnostics and GSM Troubleshooting
  121. Altmetric Badge
    Chapter 120 Fusion of State Space and Frequency- Domain Features for Improved Microsleep Detection
  122. Altmetric Badge
    Chapter 121 Combining Measurement Quality into Monitoring Trends in Foliar Nutrient Concentrations
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    Chapter 122 A Fast and Efficient Method for Compressing fMRI Data Sets
  124. Altmetric Badge
    Chapter 123 Non-linear Predictive Models for Speech Processing
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    Chapter 124 Predictive Speech Coding Improvements Based on Speaker Recognition Strategies
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    Chapter 125 Predictive Kohonen Map for Speech Features Extraction
  127. Altmetric Badge
    Chapter 126 Bidirectional LSTM Networks for Improved Phoneme Classification and Recognition
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    Chapter 127 Improvement in Language Detection by Neural Discrimination in Comparison with Predictive Models
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    Chapter 128 Learning Ontology Alignments Using Recursive Neural Networks
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    Chapter 129 Minimizing Uncertainty in Semantic Identification When Computing Resources Are Limited
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    Chapter 130 Automated Extraction of Object- and Event-Metadata from Gesture Video Using a Bayesian Network
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    Chapter 131 f-SWRL: A Fuzzy Extension of SWRL
  133. Altmetric Badge
    Chapter 132 An Analytic Distance Metric for Gaussian Mixture Models with Application in Image Retrieval
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    Chapter 133 Content-Based Retrieval of Web Pages and Other Hierarchical Objects with Self-organizing Maps
  135. Altmetric Badge
    Chapter 134 Fusing MPEG-7 Visual Descriptors for Image Classification
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    Chapter 135 The Method of Inflection Errors Correction in Texts Composed in Polish Language – A Concept
  137. Altmetric Badge
    Chapter 136 Coexistence of Fuzzy and Crisp Concepts in Document Maps
  138. Altmetric Badge
    Chapter 137 Information Retrieval Based on a Neural-Network System with Multi-stable Neurons
  139. Altmetric Badge
    Chapter 138 Neural Coding Model of Associative Ontology with Up/Down State and Morphoelectrotonic Transform
  140. Altmetric Badge
    Chapter 139 Robust Structural Modeling and Outlier Detection with GMDH-Type Polynomial Neural Networks
  141. Altmetric Badge
    Chapter 140 A New Probabilistic Neural Network for Fault Detection in MEMS
  142. Altmetric Badge
    Chapter 141 Analog Fault Detection Using a Neuro Fuzzy Pattern Recognition Method
  143. Altmetric Badge
    Chapter 142 Support Vector Machine for Recognition of Bio-products in Gasoline
  144. Altmetric Badge
    Chapter 143 Detecting Compounded Anomalous SNMP Situations Using Cooperative Unsupervised Pattern Recognition
  145. Altmetric Badge
    Chapter 144 Using Multilayer Perceptrons to Align High Range Resolution Radar Signals
  146. Altmetric Badge
    Chapter 145 Approximating the Neyman-Pearson Detector for Swerling I Targets with Low Complexity Neural Networks
  147. Altmetric Badge
    Chapter 146 Completing Hedge Fund Missing Net Asset Values Using Kohonen Maps and Constrained Randomization
  148. Altmetric Badge
    Chapter 147 Neural Architecture for Concurrent Map Building and Localization Using Adaptive Appearance Maps
  149. Altmetric Badge
    Chapter 148 New Neural Network Based Mobile Location Estimation in a Metropolitan Area
  150. Altmetric Badge
    Chapter 149 Lagrange Neural Network for Solving CSP Which Includes Linear Inequality Constraints
  151. Altmetric Badge
    Chapter 150 Modelling Engineering Problems Using Dimensional Analysis for Feature Extraction
  152. Altmetric Badge
    Chapter 151 Research on Electrotactile Representation Technology Based on Spatiotemporal Dual-Channel
  153. Altmetric Badge
    Chapter 152 Application of Bayesian MLP Techniques to Predicting Mineralization Potential from Geoscientific Data
  154. Altmetric Badge
    Chapter 153 Solving Satisfiability Problem by Parallel Execution of Neural Networks with Biases
  155. Altmetric Badge
    Chapter 154 Local vs Global Models in Pong
  156. Altmetric Badge
    Chapter 155 Evolution of Heuristics for Give-Away Checkers
  157. Altmetric Badge
    Chapter 156 Nonlinear Relational Markov Networks with an Application to the Game of Go
  158. Altmetric Badge
    Chapter 157 Flexible Decision Process for Astronauts in Marsbase Simulator
  159. Altmetric Badge
    Chapter 158 Tolerance of Radial Basis Functions Against Stuck-At-Faults
  160. Altmetric Badge
    Chapter 159 The Role of Membrane Threshold and Rate in STDP Silicon Neuron Circuit Simulation
  161. Altmetric Badge
    Chapter 160 Systolic Realization of Kohonen Neural Network
  162. Altmetric Badge
    Chapter 161 A Real-Time, FPGA Based, Biologically Plausible Neural Network Processor
  163. Altmetric Badge
    Chapter 162 Balancing Guidance Range and Strength Optimizes Self-organization by Silicon Growth Cones
  164. Altmetric Badge
    Chapter 163 Erratum
Overall attention for this book and its chapters
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (90th percentile)
  • High Attention Score compared to outputs of the same age and source (98th percentile)

Mentioned by

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Title
Artificial Neural Networks: Formal Models and Their Applications – ICANN 2005
Published by
ADS, August 2005
DOI 10.1007/11550907
ISBNs
978-3-54-028755-1, 978-3-54-028756-8
Editors

Duch, Włodzisław, Kacprzyk, Janusz, Oja, Erkki, Zadrożny, Sławomir

X Demographics

X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 56 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Germany 3 5%
Spain 2 4%
Turkey 1 2%
Netherlands 1 2%
Portugal 1 2%
Canada 1 2%
India 1 2%
Russia 1 2%
Poland 1 2%
Other 0 0%
Unknown 44 79%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 22 39%
Student > Bachelor 10 18%
Researcher 5 9%
Student > Master 5 9%
Student > Doctoral Student 4 7%
Other 8 14%
Unknown 2 4%
Readers by discipline Count As %
Computer Science 23 41%
Engineering 8 14%
Agricultural and Biological Sciences 8 14%
Physics and Astronomy 3 5%
Medicine and Dentistry 2 4%
Other 7 13%
Unknown 5 9%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 11. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 17 November 2023.
All research outputs
#3,172,850
of 24,831,063 outputs
Outputs from ADS
#1,833
of 37,265 outputs
Outputs of similar age
#6,024
of 64,849 outputs
Outputs of similar age from ADS
#3
of 122 outputs
Altmetric has tracked 24,831,063 research outputs across all sources so far. Compared to these this one has done well and is in the 87th percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 37,265 research outputs from this source. They receive a mean Attention Score of 4.5. This one has done particularly well, scoring higher than 95% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 64,849 tracked outputs that were published within six weeks on either side of this one in any source. This one has done particularly well, scoring higher than 90% of its contemporaries.
We're also able to compare this research output to 122 others from the same source and published within six weeks on either side of this one. This one has done particularly well, scoring higher than 98% of its contemporaries.