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PRICAI 2018: Trends in Artificial Intelligence

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Table of Contents

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    Book Overview
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    Chapter 1 An Improved Artificial Immune System Model for Link Prediction
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    Chapter 2 Anchored Projection Based Capped $$l_{2,1}$$ -Norm Regression for Super-Resolution
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    Chapter 3 Query Expansion Based on Semantic Related Network
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    Chapter 4 Improving the Stability for Spiking Neural Networks Using Anti-noise Learning Rule
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    Chapter 5 An Improved Convolutional Neural Network Model with Adversarial Net for Multi-label Image Classification
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    Chapter 6 Integrating Multiscale Contrast Regions for Saliency Detection
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    Chapter 7 Automatic Conditional Generation of Personalized Social Media Short Texts
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    Chapter 8 Deep Multi-modal Learning with Cascade Consensus
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    Chapter 9 Driving the Narrative Flow of an Interactive Storytelling System for Case Studies
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    Chapter 10 Pum-Riang Thai Silk Pattern Classification Using Texture Analysis
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    Chapter 11 Fuzzy Rough Based Feature Selection by Using Random Sampling
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    Chapter 12 Segmenting Sound Waves to Support Phonocardiogram Analysis: The PCGseg Approach
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    Chapter 13 A Lazy One-Dependence Classification Algorithm Based on Selective Patterns
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    Chapter 14 A Client-Assisted Approach Based on User Collaboration for Indoor Positioning
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    Chapter 15 Achieving Multiagent Coordination Through CALA-rFMQ Learning in Continuous Action Space
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    Chapter 16 Environmental Reconstruction for Autonomous Vehicle Based on Image Feature Matching Constraint and Score
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    Chapter 17 An Improved Particle Filter Target Tracking Algorithm Based on Color Histogram and Convolutional Network
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    Chapter 18 Mini-Batch Variational Inference for Time-Aware Topic Modeling
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    Chapter 19 Using Differential Evolution to Estimate Labeler Quality for Crowdsourcing
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    Chapter 20 A Search Optimization Method for Rule Learning in Board Games
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    Chapter 21 Image Segmentation Based on MRF Combining with Deep Learning Shape Priors
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    Chapter 22 An Automated Matrix Profile for Mining Consecutive Repeats in Time Series
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    Chapter 23 High-Resolution Depth Refinement by Photometric and Multi-shading Constraints
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    Chapter 24 Weakly-Supervised Object Localization by Cutting Background with Deep Reinforcement Learning
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    Chapter 25 Nature-Inspired Computational Model for Solving Bi-objective Traveling Salesman Problems
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    Chapter 26 Differential Evolution-Based Weighted Majority Voting for Crowdsourcing
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    Chapter 27 Scalable Machine Learning Techniques for Highly Imbalanced Credit Card Fraud Detection: A Comparative Study
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    Chapter 28 View Decomposition and Adversarial for Semantic Segmentation
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    Chapter 29 Efficient Bayesian Optimisation Using Derivative Meta-model
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    Chapter 30 Prior Knowledge Guided Gene-Disease Associations Prediction: An Enhanced Inductive Matrix Completion Approach
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    Chapter 31 Text Classification with Enriched Word Features
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    Chapter 32 Attention-Based Linguistically Constraints Network for Aspect-Level Sentiment
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    Chapter 33 Personalized POIs Travel Route Recommendation System Based on Tourism Big Data
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    Chapter 34 Analysing TV Audience Engagement via Twitter: Incremental Segment-Level Opinion Mining of Second Screen Tweets
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    Chapter 35 Absolute Orientation and Localization Estimation from an Omnidirectional Image
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    Chapter 36 An Adaptive Clustering Algorithm by Finding Density Peaks
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    Chapter 37 Statutes Recommendation Using Classification and Co-occurrence Between Statutes
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    Chapter 38 Robust and Real-Time Face Swapping Based on Face Segmentation and CANDIDE-3
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    Chapter 39 Determining the Applicability of Advice for Efficient Multi-Agent Reinforcement Learning
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    Chapter 40 Multi-object Detection Based on Deep Learning in Real Classrooms
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    Chapter 41 Deep CRF-Graph Learning for Semantic Image Segmentation
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    Chapter 42 Unrest News Amount Prediction with Context-Aware Attention LSTM
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    Chapter 43 Image Captioning with Relational Knowledge
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    Chapter 44 An Elite Group Guided Artificial Bee Colony Algorithm with a Modified Neighborhood Search
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    Chapter 45 Exploiting Spatiotemporal Features to Infer Friendship in Location-Based Social Networks
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    Chapter 46 A Subsequent Speaker Selection Method for Online Discussions Based on the Multi-armed Bandit Algorithm
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    Chapter 47 An Entropy-Based Class Assignment Detection Approach for RDF Data
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    Chapter 48 Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments
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    Chapter 49 Automatically Classifying Chinese Judgment Documents Using Character-Level Convolutional Neural Networks
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    Chapter 50 RC-CNN: Reverse Connected Convolutional Neural Network for Accurate Player Detection
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    Chapter 51 Uncertainty Estimation for Strong-Noise Data
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    Chapter 52 Reciprocal Ranking: A Hybrid Ranking Algorithm for Reciprocal Recommendation
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    Chapter 53 Robust Low-Rank Recovery with a Distance-Measure Structure for Face Recognition
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    Chapter 54 A Surface Defect Detection Method Based on Positive Samples
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    Chapter 55 Joint Multi-field Siamese Recurrent Neural Network for Entity Resolution
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    Chapter 56 Using Machine Learning for Determining Network Robustness of Multi-Agent Systems Under Attacks
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    Chapter 57 Collective Hyper-heuristics for Self-assembling Robot Behaviours
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    Chapter 58 Matrix Factorization for Identifying Noisy Labels of Multi-label Instances
Attention for Chapter 30: Prior Knowledge Guided Gene-Disease Associations Prediction: An Enhanced Inductive Matrix Completion Approach
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Chapter title
Prior Knowledge Guided Gene-Disease Associations Prediction: An Enhanced Inductive Matrix Completion Approach
Chapter number 30
Book title
PRICAI 2018: Trends in Artificial Intelligence
Published by
Springer, Cham, August 2018
DOI 10.1007/978-3-319-97310-4_30
Book ISBNs
978-3-31-997309-8, 978-3-31-997310-4
Authors

Lei Chen, Jianyu Pu, Ziwen Yang, Xingguo Chen, Chen, Lei, Pu, Jianyu, Yang, Ziwen, Chen, Xingguo

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 2 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 2 100%

Demographic breakdown

Readers by professional status Count As %
Student > Postgraduate 1 50%
Student > Master 1 50%
Readers by discipline Count As %
Mathematics 1 50%
Business, Management and Accounting 1 50%