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Neural Information Processing

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Cover of 'Neural Information Processing'

Table of Contents

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    Book Overview
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    Chapter 1 An Improved ISOMAP for Visualization and Classification of Multiple Manifolds
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    Chapter 2 Probability of Perfect Reconstruction of Pareto Set in Multi-Objective Optimization
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    Chapter 3 A Median Variant of Generalized Learning Vector Quantization
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    Chapter 4 MISUP: Multiple-Instance Learning via Immunological Suppression Mechanism
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    Chapter 5 Contextual Bandits for Context-Based Information Retrieval
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    Chapter 6 Density Estimation Method Based on Self-organizing Incremental Neural Networks and Error Estimation
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    Chapter 7 Genetic Network Programming with Simplified Genetic Operators
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    Chapter 8 Hierarchical Clustering for Local Time Series Forecasting
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    Chapter 9 Multi-regularization for Fuzzy Co-clustering
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    Chapter 10 Dynamic Ensemble of Ensembles in Nonstationary Environments
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    Chapter 11 Improvement of the Relaxation Procedure in Concurrent Q-Learning
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    Chapter 12 Modularity Embedding
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    Chapter 13 Modularity Segmentation
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    Chapter 14 Brand-Centric Recommendation with Inter-brand Similarities
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    Chapter 15 Flexible Nonparametric Kernel Learning with Different Loss Functions
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    Chapter 16 Topic Model Kernel: An Empirical Study towards Probabilistically Reduced Features for Classification
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    Chapter 17 Training Neural Networks with Implicit Variance
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    Chapter 18 One-Side Probability Machine: Learning Imbalanced Classifiers Locally and Globally
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    Chapter 19 Structure Preserving Low-Rank Representation for Semi-supervised Face Recognition
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    Chapter 20 Marginalized Denoising Autoencoder via Graph Regularization for Domain Adaptation
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    Chapter 21 Supporting Fuzzy-Rough Sets in the Dendritic Cell Algorithm Data Pre-processing Phase
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    Chapter 22 Improving the Efficiency of Spiking Network Learning
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    Chapter 23 Robust Fast Online Multivariate Non-parametric Density Estimator
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    Chapter 24 Digital Dynamical Systems of Spike-Trains
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    Chapter 25 Supervised Multiple Timescale Recurrent Neuron Network Model for Human Action Classification
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    Chapter 26 Nonnegative Source Separation with Expansive Nonlinearity: Comparison with the Primary Visual Cortex
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    Chapter 27 Deep Relational Machines
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    Chapter 28 Online Incremental Structure Learning of Sum–Product Networks
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    Chapter 29 Kernel Polarization Based on Cooperative Clustering
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    Chapter 30 Estimation Methods of Presumed Income
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    Chapter 31 Online Model-Free RLSPI Algorithm for Nonlinear Discrete-Time Non-affine Systems
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    Chapter 32 An Entropy Based Method for Causal Discovery in Linear Acyclic Model
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    Chapter 33 Similarity Measures for Link Prediction Using Power Law Degree Distribution
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    Chapter 34 Optimal Pair of Coupling Function and STDP Window Function for Auto-associative Memory
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    Chapter 35 Using Discriminative Phrases for Text Categorization
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    Chapter 36 A Random Block Coordinate Descent Method for Multi-label Support Vector Machine
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    Chapter 37 Generalization Ability of Chaotic Complex-Valued Multidirectional Associative Memory with Adaptive Scaling Factor
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    Chapter 38 Improved Multi-class Support Vector Machines Using Novel Methods of Model Selection and Feature Extraction
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    Chapter 39 Restricted Boltzmann Machine with Adaptive Local Hidden Units
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    Chapter 40 Smooth Spatial Filter for Common Spatial Patterns
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    Chapter 41 Multiple Timescale Recurrent Neural Network with Slow Feature Analysis for Efficient Motion Recognition
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    Chapter 42 A Comparison between Artificial Bee Colony and Particle Swarm Optimization Algorithms for Protein Structure Prediction Problem
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    Chapter 43 Incremental Learning on a Budget and Its Application to Power Electronics
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    Chapter 44 Using Similarity between Paired Instances to Improve Multiple-Instance Learning via Embedded Instance Selection
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    Chapter 45 Interactive Hybrid Systems for Monitoring and Optimization of Micro- and Nano-machining Processes
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    Chapter 46 Deep Neural Networks for Source Code Author Identification
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    Chapter 47 Desert Vehicle Detection Based on Adaptive Visual Attention and Neural Network
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    Chapter 48 An Integrated Intelligent Technique for Monthly Rainfall Spatial Interpolation in the Northeast Region of Thailand
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    Chapter 49 GPU Accelerated Spherical K-Means Training
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    Chapter 50 Online Learning: Searching for the Best Forgetting Strategy under Concept Drift
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    Chapter 51 Investigating Facial Features for Identification of Emotions
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    Chapter 52 Regularly Frequent Patterns Mining from Sensor Data Stream
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    Chapter 53 Deep Learning Approaches for Link Prediction in Social Network Services
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    Chapter 54 Spectrum Intensity Ratio and Thresholding Based SSVEP Detection
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    Chapter 55 Enhanced Hand Shape Identification Using Random Forests
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    Chapter 56 A Novel Application of Particle Swarm Optimisation to Optimal Trade Execution
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    Chapter 57 Stock Price Prediction Based on Hierarchical Structure of Financial Networks
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    Chapter 58 Opinion Based Search Ranking
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    Chapter 59 A Service-Oriented Approach with Neural Networks and Knowledge Ontologies for Robot Control
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    Chapter 60 A New Gene Expression Profiles Classifying Approach Based on Neighborhood Rough Set and Probabilistic Neural Networks Ensemble
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    Chapter 61 A New Hybrid Approach for Medical Image Intelligent Classifying Using Improved Wavelet Neural Network
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    Chapter 62 Enhancing SOM Based Visualization Methods for Better Data Navigation
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    Chapter 63 Classification of Physiological Sensor Signals Using Artificial Neural Networks
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    Chapter 64 Investigation of Chronic Stress Differences between Groups Exposed to Three Stressors and Normal Controls by Analyzing EEG Recordings
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    Chapter 65 A Novel Hybrid SCH-ABC Approach for the Frequency Assignment Problem
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    Chapter 66 Capturing Geographical Influence in POI Recommendations
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    Chapter 67 An Efficient Clustering Method for Massive Dataset Based on DC Programming and DCA Approach
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    Chapter 68 A Knowledge-Based Initial Population Generation in Memetic Algorithm for Protein Structure Prediction
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    Chapter 69 EEG Based Coherence Analysis for Identifying Inter Individual Differences in Language and Logic Study
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    Chapter 70 A Study on the Feasibility of Using EEG Signals for Authentication Purpose
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    Chapter 71 Learning to Detect Frame Synchronization
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    Chapter 72 Reinforced Explorit on Optimizing Vehicle Powertrains
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    Chapter 73 Decoding and Predicting Implicit Agreeing/Disagreeing IntentionBased on Electroencephalography (EEG)
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    Chapter 74 A New On-Line Learning Method for Coping with Recurring Concepts: The ADACC System
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    Chapter 75 Control of an Inverted Pendulum Using the NeuraBase Network Model
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    Chapter 76 On the Analysis of Time-Delayed Interactions in Genetic Network Using S-System Model
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    Chapter 77 Reverse Engineering Genetic Networks with Time-Delayed S-System Model and Pearson Correlation Coefficient
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    Chapter 78 EEG-Based Age and Gender Recognition Using Tensor Decomposition and Speech Features
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    Chapter 79 A Hybrid Cancer Prognosis System Based on Semi-Supervised Learning and Decision Trees
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    Chapter 80 Protein Structure Prediction with a New Composite Measure of Diversity and Memory-Based Diversification Strategy
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    Chapter 81 An Algorithm for Parallelizing Sequential Minimal Optimization
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    Chapter 82 Estimation of the Wetted Bulb Irrigation Drip through the Use of Neural Networks
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    Chapter 83 Investigation of the Predictability of Steel Manufacturer Stock Price Movements Using Particle Swarm Optimisation
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    Chapter 84 SVM Analysis of Haemophilia A by Using Protein Structure
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    Chapter 85 An Innovative Fingerprint Feature Representation Method to Facilitate Authentication Using Neural Networks
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    Chapter 86 Application of the Dynamic Binary Neural Network to Switching Circuits
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    Chapter 87 Stock Price Prediction Based on a Network with Gaussian Kernel Functions
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    Chapter 88 Enhanced GPU Accelerated K-Means Algorithm for Gene Clustering Based on a Merging Thread Strategy
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    Chapter 89 Multimodal Feature Learning for Gait Biometric Based Human Identity Recognition
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    Chapter 90 Embedded System for Human Augmented Cognition Based on Face Selective Attention Using Eye Gaze Tracking
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    Chapter 91 Feature Selection for Stock Market Analysis
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    Chapter 92 Hierarchical Classification of Vehicle Images Using NN with Conditional Adaptive Distance
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    Chapter 93 An Effective Retrieval Method with Semantic Networks for Mobile Life-Log of Smartphones
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    Chapter 94 Distance Metrics for Time-Series Data with Concentric Multi-Sphere Self Organizing Maps
Overall attention for this book and its chapters
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Title
Neural Information Processing
Published by
Springer, Berlin, Heidelberg, January 2013
DOI 10.1007/978-3-642-42042-9
ISBNs
978-3-64-242041-2, 978-3-64-242042-9
Editors

Minho Lee, Akira Hirose, Zeng-Guang Hou, Rhee Man Kil

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Mendeley readers

The data shown below were compiled from readership statistics for 51 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Spain 2 4%
Portugal 1 2%
France 1 2%
Malaysia 1 2%
United Kingdom 1 2%
Turkey 1 2%
Unknown 44 86%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 10 20%
Researcher 6 12%
Student > Master 6 12%
Student > Bachelor 3 6%
Other 2 4%
Other 7 14%
Unknown 17 33%
Readers by discipline Count As %
Computer Science 13 25%
Engineering 5 10%
Agricultural and Biological Sciences 3 6%
Unspecified 3 6%
Neuroscience 3 6%
Other 7 14%
Unknown 17 33%