Table of Contents

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   Book Overview
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   Chapter 1 Explaining Black-Box Models Using Interpretable Surrogates
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   Chapter 2 Classifier Learning from Imbalanced Corpus by Autoencoded Over-Sampling
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   Chapter 3 Semisupervised Cross-Media Retrieval by Distance-Preserving Correlation Learning and Multi-modal Manifold Regularization
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   Chapter 5 Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data
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   Chapter 6 Towards Understanding Classification and Identification
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   Chapter 8 Simple Is Better: A Global Semantic Consistency Based End-to-End Framework for Effective Zero-Shot Learning
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   Chapter 9 A Reinforcement Learning Approach to Gaining Social Capital with Partial Observation
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   Chapter 10 Emotion Recognition from Music Enhanced by Domain Knowledge
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    Chapter 11 A Better Understanding of the Interaction Between Users and Items by Knowledge Graph Learning for Temporal Recommendation
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    Chapter 12 Knowledge-Aware and Retrieval-Based Models for Distantly Supervised Relation Extraction
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    Chapter 13 Two-Stage Entity Alignment: Combining Hybrid Knowledge Graph Embedding with Similarity-Based Relation Alignment
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    Chapter 14 A Neural User Preference Modeling Framework for Recommendation Based on Knowledge Graph
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    Chapter 16 A Novel Genetic Programming Algorithm with Knowledge Transfer for Uncertain Capacitated Arc Routing Problem
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    Chapter 18 Stacked Mixed-Scale Networks for Human Pose Estimation
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    Chapter 19 MIDCN: A Multiple Instance Deep Convolutional Network for Image Classification
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    Chapter 20 Discriminative Deep Attention-Aware Hashing for Face Image Retrieval
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    Chapter 21 Texture Deformation Based Generative Adversarial Networks for Multi-domain Face Editing
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    Chapter 22 Towards Generating Stylized Image Captions via Adversarial Training
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    Chapter 24 Training with Additional Semantic Constraints for Enhancing Neural Machine Translation
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    Chapter 26 Named Entity Recognition with Homophones-Noisy Data
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    Chapter 27 Robust Sentence Classification by Solving Out-of-Vocabulary Problem with Auxiliary Word Predictor
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    Chapter 28 Effective Representation for Easy-First Dependency Parsing
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    Chapter 29 HRCR: Hidden Markov-Based Reinforcement to Reduce Churn in Question Answering Forums
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    Chapter 30 Boosting Variational Generative Model via Condition Enhancing and Lexical-Editing
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    Chapter 32 Concept Mining in Online Forums Using Self-corpus-Based Augmented Text Clustering
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    Chapter 33 Rational Inference Patterns
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    Chapter 34 Harnessing Higher-Order (Meta-)Logic to Represent and Reason with Complex Ethical Theories
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    Chapter 36 Mastering Uncertainty: Towards Robust Multistage Optimization with Decision Dependent Uncertainty
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    Chapter 37 Belief Change Properties of Forgetting Operations over Ranking Functions
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    Chapter 38 Identity Resolution in Ontology Based Data Access to Structured Data Sources
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    Chapter 39 SPARQL Queries over Ontologies Under the Fixed-Domain Semantics
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    Chapter 40 Augmenting an Answer Set Based Controlled Natural Language with Temporal Expressions
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    Chapter 41 Predictive Systems: The Game Rock-Paper-Scissors as an Example
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    Chapter 42 Strategy-Proofness, Envy-Freeness and Pareto Efficiency in Online Fair Division with Additive Utilities
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    Chapter 43 Knowledge Enhanced Neural Networks
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    Chapter 45 Non-zero-sum Stackelberg Budget Allocation Game for Computational Advertising
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    Chapter 46 Game Equivalence and Bisimulation for Game Description Language
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    Chapter 47 Characterizing the Expressivity of Game Description Languages
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    Chapter 48 A Strategy-Proof Model-Based Online Auction for Ad Reservation
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    Chapter 50 A Cognitive Model of Human Bias in Matching
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    Chapter 51 Adaptive Incentive Allocation for Influence-Aware Proactive Recommendation
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    Chapter 52 Incentivizing Long-Term Engagement Under Limited Budget
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    Chapter 53 A Compromising Strategy Based on Constraint Relaxation for Automated Negotiating Agents
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    Chapter 54 Semantics of Opinion Transitions in Multi-Agent Forum Argumentation
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    Chapter 55 Learning Individual and Group Preferences in Abstract Argumentation
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    Chapter 56 Epistemic Argumentation Framework
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    Chapter 57 Modeling Convention Emergence by Observation with Memorization