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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 Multi-Robot Task Allocation Based on Cloud Ant Colony Algorithm
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    Chapter 2 Firefly Algorithm for Demand Estimation of Water Resources
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    Chapter 3 Using Hidden Markov Model to Predict Human Actions with Swarm Intelligence
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    Chapter 4 OutIntSys - A Novel Method for the Detection of the Most Intelligent Cooperative Multiagent Systems
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    Chapter 5 H-PSO-LSTM: Hybrid LSTM Trained by PSO for Online Handwriter Identification
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    Chapter 6 A Randomized Algorithm for Prediction Interval Using RVFL Networks Ensemble
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    Chapter 7 Selection Mechanism in Artificial Bee Colony Algorithm: A Comparative Study on Numerical Benchmark Problems
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    Chapter 8 Adaptive Fireworks Algorithm Based on Two-Master Sub-population and New Selection Strategy
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    Chapter 9 A Novel Osmosis-Inspired Algorithm for Multiobjective Optimization
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    Chapter 10 A Memetic Algorithm for Community Detection in Bipartite Networks
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    Chapter 11 Complex-Valued Feedforward Neural Networks Learning Without Backpropagation
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    Chapter 12 Distributed Recurrent Neural Network Learning via Metropolis-Weights Consensus
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    Chapter 13 Bayesian Curve Fitting Based on RBF Neural Networks
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    Chapter 14 An Improved Conjugate Gradient Neural Networks Based on a Generalized Armijo Search Method
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    Chapter 15 Removing Bias from Diverse Data Clusters for Ensemble Classification
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    Chapter 16 An Efficient Algorithm for Complex-Valued Neural Networks Through Training Input Weights
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    Chapter 17 Feature Selection Using Smooth Gradient $$L_{1/2}$$ L 1 / 2 Regularization
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    Chapter 18 Top-k Merit Weighting PBIL for Optimal Coalition Structure Generation of Smart Grids
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    Chapter 19 Towards a Brain-Inspired Developmental Neural Network by Adaptive Synaptic Pruning
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    Chapter 20 Using Word Mover’s Distance with Spatial Constraints for Measuring Similarity Between Mongolian Word Images
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    Chapter 21 A Multimodal Vigilance Monitoring System Based on Fuzzy Logic Architecture
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    Chapter 22 Shape-Based Image Retrieval Based on Improved Genetic Programming
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    Chapter 23 An AI-Based Hybrid Forecasting Model for Wind Speed Forecasting
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    Chapter 24 Parameter Identification for a Class of Nonlinear Systems Based on ESN
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    Chapter 25 Personalized Web Search Based on Ontological User Profile in Transportation Domain
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    Chapter 26 Adaptive Dynamic Programming for Human Postural Balance Control
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    Chapter 27 Dynamic Multi Objective Particle Swarm Optimization Based on a New Environment Change Detection Strategy
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    Chapter 28 Multi Objective Particle Swarm Optimization Based Cooperative Agents with Automated Negotiation
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    Chapter 29 Emergency Materials Scheduling in Disaster Relief Based on a Memetic Algorithm
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    Chapter 30 Robot Path Planning Based on A Hybrid Approach
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    Chapter 31 A Portable System of Visual Fatigue Evaluation for Stereoscopic Display
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    Chapter 32 A Swarm Optimization-Based Kmedoids Clustering Technique for Extracting Melanoma Cancer Features
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    Chapter 33 A Deep Learning-Based Model for Tactile Understanding on Haptic Data Percutaneous Needle Treatment
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    Chapter 34 Measuring Word Semantic Similarity Based on Transferred Vectors
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    Chapter 35 Multi-population Based Search Strategy Ensemble Artificial Bee Colony Algorithm with a Novel Resource Allocation Mechanism
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    Chapter 36 Grammatical Evolution Using Tree Representation Learning
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    Chapter 37 Application of Grammatical Swarm to Symbolic Regression Problem
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    Chapter 38 Bi-MOCK: A Multi-objective Evolutionary Algorithm for Bi-clustering with Automatic Determination of the Number of Bi-clusters
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    Chapter 39 A Transferable Framework: Classification and Visualization of MOOC Discussion Threads
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    Chapter 40 A Simple Convolutional Transfer Neural Networks in Vision Tasks
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    Chapter 41 Dissimilarity-Based Sequential Backward Feature Selection Algorithm for Fault Diagnosis
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    Chapter 42 Online Chaotic Time Series Prediction Based on Square Root Kalman Filter Extreme Learning Machine
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    Chapter 43 Automatic Detection of Epileptic Seizures Based on Entropies and Extreme Learning Machine
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    Chapter 44 Community Detection in Networks by Using Multiobjective Membrane Algorithm
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    Chapter 45 Double-Coding Density Sensitive Hashing
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    Chapter 46 Improving Shape Retrieval by Fusing Generalized Mean First-Passage Time
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    Chapter 47 Complex-Valued Neural Networks for Wave-Based Realization of Reservoir Computing
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    Chapter 48 Waveform Classification by Memristive Reservoir Computing
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    Chapter 49 A Preliminary Approach to Semi-supervised Learning in Convolutional Neural Networks Applying “Sleep-Wake” Cycles
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    Chapter 50 Deep Reinforcement Learning: From Q-Learning to Deep Q-Learning
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    Chapter 51 Origami Folding Sequence Generation Using Discrete Particle Swarm Optimization
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    Chapter 52 CACO-LD: Parallel Continuous Ant Colony Optimization with Linear Decrease Strategy for Solving CNOP
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    Chapter 53 New Decrease-and-Conquer Strategies for the Dynamic Genetic Algorithm for Server Consolidation
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    Chapter 54 Feature Extraction for the Identification of Two-Class Mechanical Stability Test of Natural Rubber Latex
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    Chapter 55 Evolutionary Modularity Optimization Clustering of Neuronal Spike Trains
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    Chapter 56 Identifying Gender Differences in Multimodal Emotion Recognition Using Bimodal Deep AutoEncoder
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    Chapter 57 EEG-Based Sleep Quality Evaluation with Deep Transfer Learning
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    Chapter 58 A Stochastic Neural Firing Generated at a Hopf Bifurcation and Its Biological Relevance
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    Chapter 59 Functional Connectivity Analysis of EEG in AD Patients with Normalized Permutation Index
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    Chapter 60 Emotion Annotation Using Hierarchical Aligned Cluster Analysis
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    Chapter 61 Identify Non-fatigue State to Fatigue State Using Causality Measure During Game Play
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    Chapter 62 A Graph Theory Analysis on Distinguishing EEG-Based Brain Death and Coma
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    Chapter 63 EEG Comparison Between Normal and Developmental Disorder in Perception and Imitation of Facial Expressions with the NeuCube
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    Chapter 64 Testing and Understanding Second-Order Statistics of Spike Patterns Using Spike Shuffling Methods
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    Chapter 65 Self-connection of Thalamic Reticular Nucleus Modulating Absence Seizures
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    Chapter 66 Learning a Continuous Attractor Neural Network from Real Images
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    Chapter 67 Active Prediction in Dynamical Systems
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    Chapter 68 A Biophysical Model of the Early Olfactory System of Honeybees
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    Chapter 69 The Dynamics of Bimodular Continuous Attractor Neural Networks with Moving Stimuli
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    Chapter 70 Encoding Multisensory Information in Modular Neural Networks
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    Chapter 71 Using Transfer Learning with Convolutional Neural Networks to Diagnose Breast Cancer from Histopathological Images
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    Chapter 72 Real-Time Prediction of the Unobserved States in Dopamine Neurons on a Reconfigurable FPGA Platform
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    Chapter 73 A Subject-Specific EMG-Driven Musculoskeletal Model for the Estimation of Moments in Ankle Plantar-Dorsiflexion Movement
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    Chapter 74 Real-Time Scalp-Hemodynamics Artifact Reduction Using a Sliding-Window General Linear Model: A Functional Near-Infrared Spectroscopy Study
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    Chapter 75 Liver Segmentation and 3D Modeling Based on Multilayer Spiral CT Image
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    Chapter 76 Deep Retinal Image Segmentation: A FCN-Based Architecture with Short and Long Skip Connections for Retinal Image Segmentation
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    Chapter 77 Computer-Aided Diagnosis in Chest Radiography with Deep Multi-Instance Learning
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    Chapter 78 A Hybrid Model: DGnet-SVM for the Classification of Pulmonary Nodules
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    Chapter 79 Deep Learning Features for Lung Adenocarcinoma Classification with Tissue Pathology Images
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    Chapter 80 The Analysis and Classify of Sleep Stage Using Deep Learning Network from Single-Channel EEG Signal
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    Chapter 81 Thin-Cap Fibroatheroma Detection with Deep Neural Networks
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    Chapter 82 Generalization of Local Temporal Correlation Common Spatial Patterns Using Lp-norm (0 < p < 2)
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    Chapter 83 fNIRS Approach to Pain Assessment for Non-verbal Patients
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    Chapter 84 Tinnitus EEG Classification Based on Multi-frequency Bands
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    Chapter 85 Deep Neural Network with l2-Norm Unit for Brain Lesions Detection
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    Chapter 86 Multimodal Emotion Recognition Using Deep Neural Networks
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    Chapter 87 Investigating Gender Differences of Brain Areas in Emotion Recognition Using LSTM Neural Network
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    Chapter 88 Can Eye Movement Improve Prediction Performance on Human Emotions Toward Images Classification?
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    Chapter 89 Effect of Parameter Tuning at Distinguishing Between Real and Posed Smiles from Observers’ Physiological Features
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    Chapter 90 Brain Effective Connectivity Analysis from EEG for Positive and Negative Emotion
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    Chapter 91 Efficient Human Stress Detection System Based on Frontal Alpha Asymmetry
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    Chapter 92 A Pattern-Based Bayesian Classifier for Data Stream
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    Chapter 93 A Hierarchical Mixture Density Network
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    Chapter 94 A New Bayesian Method for Jointly Sparse Signal Recovery
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Title
Neural Information Processing
Published by
Springer, Cham, January 2017
DOI 10.1007/978-3-319-70093-9
ISBNs
978-3-31-970092-2, 978-3-31-970093-9
Editors

Derong Liu, Shengli Xie, Yuanqing Li, Dongbin Zhao, El-Sayed M. El-Alfy

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Geographical breakdown

Country Count As %
Unknown 1 100%

Demographic breakdown

Readers by professional status Count As %
Student > Doctoral Student 1 100%
Student > Postgraduate 1 100%
Readers by discipline Count As %
Computer Science 1 100%
Engineering 1 100%