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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 Classifying Human Activities with Temporal Extension of Random Forest
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    Chapter 2 Echo State Network Ensemble for Human Motion Data Temporal Phasing: A Case Study on Tennis Forehands
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    Chapter 3 Unregistered Bosniak Classification with Multi-phase Convolutional Neural Networks
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    Chapter 4 Direct Estimation of Wrist Joint Angular Velocities from Surface EMGs by Using an SDNN Function Approximator
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    Chapter 5 Data Analysis of Correlation Between Project Popularity and Code Change Frequency
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    Chapter 6 Hidden Space Neighbourhood Component Analysis for Cancer Classification
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    Chapter 7 Prediction of Bank Telemarketing with Co-training of Mixture-of-Experts and MLP
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    Chapter 8 Prioritising Security Tests on Large-Scale and Distributed Software Development Projects by Using Self-organised Maps
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    Chapter 9 Android Malware Detection Method Based on Function Call Graphs
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    Chapter 10 Proposal of Singular-Unit Restoration by Focusing on the Spatial Continuity of Topographical Statistics in Spectral Domain
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    Chapter 11 Inferring Users’ Gender from Interests: A Tag Embedding Approach
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    Chapter 12 Fast Color Quantization via Fuzzy Clustering
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    Chapter 13 Extended Dependency-Based Word Embeddings for Aspect Extraction
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    Chapter 14 Topological Order Discovery via Deep Knowledge Tracing
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    Chapter 15 PTR: Phrase-Based Topical Ranking for Automatic Keyphrase Extraction in Scientific Publications
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    Chapter 16 Neural Network Based Association Rule Mining from Uncertain Data
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    Chapter 17 Analysis and Knowledge Discovery by Means of Self-Organizing Maps for Gaia Data Releases
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    Chapter 18 The Impact of Adaptive Regularization of the Demand Predictor on a Multistage Supply Chain Simulation
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    Chapter 19 The Effect of Reward Information on Perceptual Decision-Making
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    Chapter 20 Doubting What to Eat: A Computational Model for Food Choice Using Different Valuing Perspectives
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    Chapter 21 A Novel Graph Regularized Sparse Linear Discriminant Analysis Model for EEG Emotion Recognition
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    Chapter 22 Information Maximization in a Feedforward Network Replicates the Stimulus Preference of the Medial Geniculate and the Auditory Cortex
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    Chapter 23 A Simple Visual Model Accounts for Drift Illusion and Reveals Illusory Patterns
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    Chapter 24 An Internal Model of the Human Hand Affects Recognition of Graspable Tools
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    Chapter 25 Perceptual Representation of Material Quality: Adaptation to BRDF-Morphing Images
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    Chapter 26 GPU-Accelerated Simulations of an Electric Stimulus and Neural Activities in Electrolocation
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    Chapter 27 Analysis of Similarity and Differences in Brain Activities Between Perception and Production of Facial Expressions Using EEG Data and the NeuCube Spiking Neural Network Architecture
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    Chapter 28 Self and Non-self Discrimination Mechanism Based on Predictive Learning with Estimation of Uncertainty
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    Chapter 29 A Framework for Ontology Based Management of Neural Network as a Service
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    Chapter 30 Computational Model of the Cerebellum and the Basal Ganglia for Interval Timing Learning
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    Chapter 31 Bihemispheric Cerebellar Spiking Network Model to Simulate Acute VOR Motor Learning
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    Chapter 32 Modeling the Propensity Score with Statistical Learning
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    Chapter 33 Analysis of the DNN-kWTA Network Model with Drifts in the Offset Voltages of Threshold Logic Units
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    Chapter 34 Efficient Numerical Simulation of Neuron Models with Spatial Structure on Graphics Processing Units
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    Chapter 35 A Scalable Patch-Based Approach for RGB-D Face Recognition
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    Chapter 36 Gaussian Processes Based Fusion of Multiple Data Sources for Automatic Identification of Geological Boundaries in Mining
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    Chapter 37 Speaker Detection in Audio Stream via Probabilistic Prediction Using Generalized GEBI
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    Chapter 38 Probabilistic Prediction for Text-Prompted Speaker Verification Capable of Accepting Spoken Words with the Same Meaning but Different Pronunciations
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    Chapter 39 Segment-Level Probabilistic Sequence Kernel Based Support Vector Machines for Classification of Varying Length Patterns of Speech
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    Chapter 40 Attention Estimation for Input Switch in Scalable Multi-display Environments
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    Chapter 41 Deep Dictionary Learning vs Deep Belief Network vs Stacked Autoencoder: An Empirical Analysis
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    Chapter 42 Bi-directional LSTM Recurrent Neural Network for Chinese Word Segmentation
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    Chapter 43 Alternating Optimization Method Based on Nonnegative Matrix Factorizations for Deep Neural Networks
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    Chapter 44 Fissionable Deep Neural Network
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    Chapter 45 A Structural Learning Method of Restricted Boltzmann Machine by Neuron Generation and Annihilation Algorithm
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    Chapter 46 Semi-supervised Learning for Convolutional Neural Networks Using Mild Supervisory Signals
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    Chapter 47 On the Singularity in Deep Neural Networks
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    Chapter 48 A Deep Neural Network Architecture Using Dimensionality Reduction with Sparse Matrices
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    Chapter 49 Noisy Softplus: A Biology Inspired Activation Function
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    Chapter 50 Compressing Word Embeddings
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    Chapter 51 An Iterative Incremental Learning Algorithm for Complex-Valued Hopfield Associative Memory
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    Chapter 52 LDA-Based Word Image Representation for Keyword Spotting on Historical Mongolian Documents
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    Chapter 53 Solving the Vanishing Information Problem with Repeated Potential Mutual Information Maximization
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    Chapter 54 Self-organization on a Sphere with Application to Topological Ordering of Chinese Characters
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    Chapter 55 A Spectrum Allocation Algorithm Based on Optimization and Protection in Cognitive Radio Networks
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    Chapter 56 A Conjugate Gradient-Based Efficient Algorithm for Training Single-Hidden-Layer Neural Networks
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    Chapter 57 The Ability of Learning Algorithms for Fuzzy Inference Systems Using Vector Quantization
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    Chapter 58 An Improved Multi-strategy Ensemble Artificial Bee Colony Algorithm with Neighborhood Search
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    Chapter 59 Gender-Specific Classifiers in Phoneme Recognition and Academic Emotion Detection
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    Chapter 60 Local Invariance Representation Learning Algorithm with Multi-layer Extreme Learning Machine
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    Chapter 61 Two-Dimensional Soft Linear Discriminant Projection for Robust Image Feature Extraction and Recognition
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    Chapter 62 Asymmetric Synaptic Connections in Z(2) Gauge Neural Network
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    Chapter 63 SOMphony: Visualizing Symphonies Using Self Organizing Maps
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    Chapter 64 Online EM for the Normalized Gaussian Network with Weight-Time-Dependent Updates
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    Chapter 65 Learning Phrase Representations Based on Word and Character Embeddings
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    Chapter 66 A Mobile-Based Obstacle Detection Method: Application to the Assistance of Visually Impaired People
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    Chapter 67 t-SNE Based Visualisation and Clustering of Geological Domain
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    Chapter 68 Data-Based Optimal Tracking Control of Nonaffine Nonlinear Discrete-Time Systems
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    Chapter 69 Time Series Classification Based on Multi-codebook Important Time Subsequence Approximation Algorithm
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    Chapter 70 Performance Improvement via Bagging in Ensemble Prediction of Chaotic Time Series Using Similarity of Attractors and LOOCV Predictable Horizon
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    Chapter 71 A Review of EEG Signal Simulation Methods
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    Chapter 72 A New Blind Image Quality Assessment Based on Pairwise
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    Chapter 73 Self-organizing Maps as Feature Detectors for Supervised Neural Network Pattern Recognition
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    Chapter 74 A Review of Electroencephalogram-Based Analysis and Classification Frameworks for Dyslexia
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    Chapter 75 Rule-Based Grass Biomass Classification for Roadside Fire Risk Assessment
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    Chapter 76 Efficient Recognition of Attentional Bias Using EEG Data and the NeuCube Evolving Spatio-Temporal Data Machine
Attention for Chapter 9: Android Malware Detection Method Based on Function Call Graphs
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Chapter title
Android Malware Detection Method Based on Function Call Graphs
Chapter number 9
Book title
Neural Information Processing
Published in
Lecture notes in computer science, September 2016
DOI 10.1007/978-3-319-46681-1_9
Book ISBNs
978-3-31-946680-4, 978-3-31-946681-1
Authors

Yuxin Ding, Siyi Zhu, Xiaoling Xia

Editors

Akira Hirose, Seiichi Ozawa, Kenji Doya, Kazushi Ikeda, Minho Lee, Derong Liu

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 10 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 10 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 3 30%
Researcher 1 10%
Student > Postgraduate 1 10%
Unknown 5 50%
Readers by discipline Count As %
Computer Science 3 30%
Psychology 1 10%
Unknown 6 60%