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Artificial Neural Networks – ICANN 2010

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Cover of 'Artificial Neural Networks – ICANN 2010'

Table of Contents

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    Book Overview
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    Chapter 1 IF-Inference Systems Design for Prediction of Ozone Time Series: The Case of Pardubice Micro-region
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    Chapter 2 Superior-Order Curvature-Corrected Voltage Reference Using a Current Generator
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    Chapter 3 A Neural Network-Based Method for Affine 3D Registration of FMRI Time Series Using Fourier Space Subsets
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    Chapter 4 Neural Networks Regression Inductive Conformal Predictor and Its Application to Total Electron Content Prediction
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    Chapter 5 Prediction of Compaction Characteristics of Granular Soils by Neural Networks
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    Chapter 6 Modelling Power Output at Nuclear Power Plant by Neural Networks
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    Chapter 7 Time Series Forecasting by Evolving Artificial Neural Networks Using “Shuffle”, Cross-Validation and Ensembles
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    Chapter 8 Prediction of Power Consumption for Small Power Region Using Indexing Approach and Neural Network
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    Chapter 9 Fault Prognosis of Mechanical Components Using On-Line Learning Neural Networks
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    Chapter 10 Discovery of Exogenous Variables in Data with More Variables Than Observations
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    Chapter 11 Bayesian Joint Optimization for Topic Model and Clustering
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    Chapter 12 An Incremental Bayesian Approach for Training Multilayer Perceptrons
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    Chapter 13 Application of Semi-Bayesian Neural Networks in the Identification of Load Causing Beam Yielding
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    Chapter 14 Globally Optimal Structure Learning of Bayesian Networks from Data
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    Chapter 15 Action Potential Bursts Modulate the NMDA-R Mediated Spike Timing Dependent Plasticity in a Biophysical Model
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    Chapter 16 Cell Microscopic Segmentation with Spiking Neuron Networks
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    Chapter 17 Investigation of Brain-Computer Interfaces That Apply Sound-Evoked Event-Related Potentials
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    Chapter 18 Functional Connectivity Driven by External Stimuli in a Network of Hierarchically Organized Neural Modules
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    Chapter 19 Transmission of Distributed Deterministic Temporal Information through a Diverging/Converging Three-Layers Neural Network
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    Chapter 20 Noise-Induced Collective Migration for Neural Crest Cells
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    Chapter 21 Unsupervised Learning of Relations
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    Chapter 22 Learning Internal Representation of Visual Context in a Neural Coding Network
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    Chapter 23 Simulating Biological-Inspired Spiking Neural Networks with OpenCL
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    Chapter 24 Bio-inspired Architecture for Human Detection
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    Chapter 25 Multilayer and Multipathway Simulation on Retina
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    Chapter 26 Analysis of Astrophysical Ice Analogs Using Regularized Alternating Least Squares
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    Chapter 27 A BCI System Based on Orthogonalized EEG Data and Multiple Multilayer Neural Networks in Parallel Form
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    Chapter 28 Using an Artificial Neural Network to Determine Electrical Properties of Epithelia
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    Chapter 29 Machine Learning and Personalized Modeling Based Gene Selection for Acute GvHD Gene Expression Data Analysis
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    Chapter 30 Artificial Neural Networks – ICANN 2010
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    Chapter 31 Dynamics and Function of a CA1 Model of the Hippocampus during Theta and Ripples
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    Chapter 32 A Probabilistic Neural Network for Assessment of the Vesicoureteral Reflux’s Diagnostic Factors Validity
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    Chapter 33 Shape-Based Tumor Retrieval in Mammograms Using Relevance-Feedback Techniques
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    Chapter 34 Efficient Domain Decomposition for a Neural Network Learning Algorithm, Used for the Dose Evaluation in External Radiotherapy
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    Chapter 35 Towards Better Receptor-Ligand Prioritization: How Machine Learning on Protein-Protein Interaction Data Can Provide Insight Into Receptor-Ligand Pairs
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    Chapter 36 The DAMNED Simulator for Implementing a Dynamic Model of the Network Controlling Saccadic Eye Movements
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    Chapter 37 A Model of Basal Ganglia in Saccade Generation
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    Chapter 38 Computational Inferences on Alteration of Neurotransmission in Chemotaxis Learning in Caenorhabditis elegans
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    Chapter 39 Neuro-symbolic Representation of Logic Programs Defining Infinite Sets
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    Chapter 40 A Model for Center-Surround Stimulus-Dependent Receptive Fields
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    Chapter 41 Simple Constraints for Zero-Lag Synchronous Oscillations under STDP
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    Chapter 42 Multilinear Decomposition and Topographic Mapping of Binary Tensors
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    Chapter 43 Evolutionary q -Gaussian Radial Basis Functions for Improving Prediction Accuracy of Gene Classification Using Feature Selection
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    Chapter 44 Sparse Coding for Feature Selection on Genome-Wide Association Data
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    Chapter 45 Self-adaptive Artificial Neural Network in Numerical Models Calibration
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    Chapter 46 Measuring Adjective Spaces
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    Chapter 47 Echo State Networks with Sparse Output Connections
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    Chapter 48 On Estimating Mutual Information for Feature Selection
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    Chapter 49 Using Correlation Dimension for Analysing Text Data
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    Chapter 50 Designing Simple Nonlinear Filters Using Hysteresis of Single Recurrent Neurons for Acoustic Signal Recognition in Robots
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    Chapter 51 Automatic Segmentation of Color Lip Images Based on Morphological Filter
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    Chapter 52 Learning in a Unitary Coherent Hippocampus
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    Chapter 53 Collaborative Filtering through SVD-Based and Hierarchical Nonlinear PCA
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    Chapter 54 A Novel Tuning Method for Neural Oscillators with a Ladder-Like Structure Based on Oscillation Analysis
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    Chapter 55 Ensemble-Based Methods for Cancellable Biometrics
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    Chapter 56 A Privacy-Preserving Distributed and Incremental Learning Method for Intrusion Detection
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    Chapter 57 Using Evolutionary Multiobjective Techniques for Imbalanced Classification Data
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    Chapter 58 Modeling the Ase 20 Greek Index Using Artificial Neural Nerworks Combined with Genetic Algorithms
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    Chapter 59 A Hybrid Approach for Artifact Detection in EEG Data
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    Chapter 60 Improving the Scalability of Recommender Systems by Clustering Using Genetic Algorithms
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    Chapter 61 A Directional Laplacian Density for Underdetermined Audio Source Separation
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    Chapter 62 Frontal View Recognition Using Spectral Clustering and Subspace Learning Methods
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    Chapter 63 Improving the Robustness of Subspace Learning Techniques for Facial Expression Recognition
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    Chapter 64 Variational Bayesian Image Super-Resolution with GPU Acceleration
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    Chapter 65 A Novel Approach for Hardware Based Sound Localization
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    Chapter 66 Color Segmentation Using Self-Organizing Feature Maps (SOFMs) Defined Upon Color and Spatial Image Space
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    Chapter 67 Independent Component Analysis of Multi-channel Near-Infrared Spectroscopic Signals by Time-Delayed Decorrelation
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    Chapter 68 Micro Nucleus Detection in Human Lymphocytes Using Convolutional Neural Network
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    Chapter 69 Region Matching Techniques for Spatial Bag of Visual Words Based Image Category Recognition
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    Chapter 70 Application of K-Means and MLP in the Automation of Matching of 2DE Gel Images
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    Chapter 71 Robust Workflow Recognition Using Holistic Features and Outlier-Tolerant Fused Hidden Markov Models
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    Chapter 72 A Neural Approach to Image Thresholding
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    Chapter 73 Bubbles Detection on Sea Surface Images
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    Chapter 74 No-Reference Video Quality Assessment Design Framework Based on Modular Neural Networks
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    Chapter 75 Removing an Object from Video Sequence Algorithm Implemented on Analog CNN and DSP Microprocessors
Attention for Chapter 4: Neural Networks Regression Inductive Conformal Predictor and Its Application to Total Electron Content Prediction
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Chapter title
Neural Networks Regression Inductive Conformal Predictor and Its Application to Total Electron Content Prediction
Chapter number 4
Book title
Artificial Neural Networks – ICANN 2010
Published by
Springer, Berlin, Heidelberg, September 2010
DOI 10.1007/978-3-642-15819-3_4
Book ISBNs
978-3-64-215818-6, 978-3-64-215819-3
Authors

Harris Papadopoulos, Haris Haralambous, Papadopoulos, Harris, Haralambous, Haris

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 7 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United Kingdom 1 14%
Unknown 6 86%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 4 57%
Lecturer > Senior Lecturer 1 14%
Unknown 2 29%
Readers by discipline Count As %
Computer Science 3 43%
Engineering 2 29%
Unknown 2 29%