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Neural Information Processing

Overview of attention for book
Cover of 'Neural Information Processing'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Deep Residual-Dense Attention Network for Image Super-Resolution
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    Chapter 2 Discriminant Feature Learning with Self-attention for Person Re-identification
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    Chapter 3 SCS: Style and Content Supervision Network for Character Recognition with Unseen Font Style
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    Chapter 4 T-SAMnet: A Segmentation Driven Network for Image Manipulation Detection
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    Chapter 5 IRSNET: An Inception-Resnet Feature Reconstruction Model for Building Segmentation
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    Chapter 6 Residual CRNN and Its Application to Handwritten Digit String Recognition
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    Chapter 7 G-HAPNet: A Novel Structure for Single Image Super-Resolution
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    Chapter 8 Inpainting with Sketch Reconstruction and Comprehensive Feature Selection
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    Chapter 9 Delving into Precise Attention in Image Captioning
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    Chapter 10 Dense Image Captioning Based on Precise Feature Extraction
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    Chapter 11 Improve Image Captioning by Self-attention
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    Chapter 12 Dual-Path Recurrent Network for Image Super-Resolution
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    Chapter 13 Attention-Based Image Captioning Using DenseNet Features
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    Chapter 14 High-Performance Light Field Reconstruction with Channel-wise and SAI-wise Attention
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    Chapter 15 Image Generation Framework for Unbalanced License Plate Data Set
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    Chapter 16 Cross-Domain Scene Text Detection via Pixel and Image-Level Adaptation
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    Chapter 17 Modified Adaptive Implicit Shape Model for Object Detection
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    Chapter 18 An Expert Validation Framework for Improving the Quality of Crowdsourced Clustering
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    Chapter 19 A Label Embedding Method for Multi-label Classification via Exploiting Local Label Correlations
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    Chapter 20 The Inadequacy of Entropy-Based Ransomware Detection
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    Chapter 21 Attention Network for Product Characteristics Prediction Based on Reviews
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    Chapter 22 Semi-supervised Regularized Coplanar Discriminant Analysis
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    Chapter 23 Multi-object Tracking with Conditional Random Field
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    Chapter 24 Intra-Modality Feature Interaction Using Self-attention for Visual Question Answering
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    Chapter 25 Reinforcement Learning with Attention that Works: A Self-Supervised Approach
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    Chapter 26 Budget Cost Reduction for Label Collection with Confusability Based Exploration
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    Chapter 27 Prediction of Refactoring-Prone Classes Using Ensemble Learning
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    Chapter 28 Analysis on Dropout Regularization
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    Chapter 29 On a Convergence Property of a Geometrical Algorithm for Statistical Manifolds
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    Chapter 30 Anomaly Detection Based on the Global-Local Anomaly Score for Trajectory Data
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    Chapter 31 Patch Selection Denoiser: An Effective Approach Defending Against One-Pixel Attacks
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    Chapter 32 Demographic Prediction from Purchase Data Based on Knowledge-Aware Embedding
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    Chapter 33 Addressing Reward Engineering for Deep Reinforcement Learning on Multi-stage Task
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    Chapter 34 High-Speed Synchronization of Pulse-Coupled Phase Oscillators on Multi-FPGA
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    Chapter 35 A New Approach to Automatic Heat Detection of Cattle in Video
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    Chapter 36 Accurate Localization Algorithm in Wireless Sensor Networks in the Presence of Cross Technology Interference
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    Chapter 37 On Handling Missing Values in Data Stream Mining Algorithms Based on the Restricted Boltzmann Machine
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    Chapter 38 LoRa Indoor Localization Based on Improved Neural Network for Firefighting Robot
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    Chapter 39 Stability Analysis of Multiobjective Robust Controller Employing Switching of Competitive Associative Nets
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    Chapter 40 Interpreting Layered Neural Networks via Hierarchical Modular Representation
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    Chapter 41 Application Identification of Network Traffic by Reservoir Computing
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    Chapter 42 A New Supervised Learning Approach: Statistical Adaptive Fourier Decomposition (SAFD)
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    Chapter 43 Artificial Neural Network-Based Modeling for Prediction of Hardness of Austempered Ductile Iron
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    Chapter 44 Prediction of Hardness of Austempered Ductile Iron Using Enhanced Multilayer Perceptron Based on Chebyshev Expansion
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    Chapter 45 Improving Neural Network Classifier Using Gradient-Based Floating Centroid Method
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    Chapter 46 MON: Multiple Output Neurons
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    Chapter 47 Evaluation on Neural Network Models for Video-Based Stress Recognition
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    Chapter 48 Pruning Convolutional Neural Network with Distinctiveness Approach
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    Chapter 49 Semi-supervised Domain Adaptation with Representation Learning for Semantic Segmentation Across Time
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    Chapter 50 Regularizing Variational Autoencoders for Molecular Graph Generation
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    Chapter 51 Node-Edge Bilateral Attributed Network Embedding
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    Chapter 52 Info-Detection: An Information-Theoretic Approach to Detect Outlier
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    Chapter 53 Joint Grouping and Labeling via Complete Graph Decomposition
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    Chapter 54 Link Prediction with Attention-Based Semantic Influence of Multiple Neighbors
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    Chapter 55 U-Net with Graph Based Smoothing Regularizer for Small Vessel Segmentation on Fundus Image
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    Chapter 56 NEOKNN: A Network Embedding Method Only Knowing Neighbor Nodes
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    Chapter 57 Hypergraph Regularized GM-pLSA: A Model to Learn the Latent Semantic Attributes
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    Chapter 58 Interactive Semantic Features Selection from Reviews for Recommendation
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    Chapter 59 DXNet: An Encoder-Decoder Architecture with XSPP for Semantic Image Segmentation in Street Scenes
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    Chapter 60 Anchor User Oriented Accordant Embedding for User Identity Linkage
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    Chapter 61 Event Prediction in Complex Social Graphs via Feature Learning of Vertex Embeddings
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    Chapter 62 A Social Recommendation Algorithm with Trust and Distrust Considering Domain Relevance
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    Chapter 63 Performance Analysis of Spiking RBM with Measurement-Based Phase Change Memory Model
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    Chapter 64 Online Estimation and Control of Neuronal Nonlinear Dynamics Based on Data-Driven Statistical Approach
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    Chapter 65 Sparse Estimation of Neuronal Network Structure with Observed Data
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    Chapter 66 Implementation of Spiking Neural Network with Wireless Communications
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    Chapter 67 Local Topic Detection Using Word Embedding from Spatio-Temporal Social Media
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    Chapter 68 Building Mongolian TTS Front-End with Encoder-Decoder Model by Using Bridge Method and Multi-view Features
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    Chapter 69 Code Summarization with Abstract Syntax Tree
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    Chapter 70 Attention Based Shared Representation for Multi-task Stance Detection and Sentiment Analysis
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    Chapter 71 Multi-document Summarization Using Adaptive Composite Differential Evolution
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    Chapter 72 MIRU: A Novel Memory Interaction Recurrent Unit
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    Chapter 73 RL-Gen: A Character-Level Text Generation Framework with Reinforcement Learning in Domain Generation Algorithm Case
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    Chapter 74 A Conditional Random Fields Based Framework for Multiview Sequential Data Modeling
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    Chapter 75 From Signal to Image Then to Feature: Decoding Pigeon Behavior Outcomes During Goal-Directed Decision-Making Task Using Time-Frequency Textural Features
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    Chapter 76 Convolutional Grid Long Short-Term Memory Recurrent Neural Network for Automatic Speech Recognition
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    Chapter 77 Pattern Sequence Neural Network for Solar Power Forecasting
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    Chapter 78 Euler Recurrent Neural Network: Tracking the Input Contribution to Prediction on Sequential Data
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    Chapter 79 Exploiting Cluster Structure in Probabilistic Matrix Factorization
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    Chapter 80 Ensemble Classifier Generation Using Class-Pure Cluster Balancing
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    Chapter 81 Temporal Continuity Based Unsupervised Learning for Person Re-identification
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    Chapter 82 Networking Self-Organising Maps and Similarity Weight Associations
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Title
Neural Information Processing
Published by
Springer International Publishing, January 2019
DOI 10.1007/978-3-030-36802-9
ISBNs
978-3-03-036801-2, 978-3-03-036802-9
Editors

Tom Gedeon, Kok Wai Wong, Minho Lee

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 8 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 8 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 4 50%
Student > Ph. D. Student 1 13%
Researcher 1 13%
Student > Bachelor 1 13%
Unknown 1 13%
Readers by discipline Count As %
Computer Science 5 63%
Social Sciences 1 13%
Unknown 2 25%