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AI 2019: Advances in Artificial Intelligence

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Cover of 'AI 2019: Advances in Artificial Intelligence'

Table of Contents

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    Book Overview
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    Chapter 1 The Application of AlphaZero to Wargaming
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    Chapter 2 Helping an Agent Reach a Different Goal by Action Transfer in Reinforcement Learning
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    Chapter 3 Predictive Regret-Matching for Cooperating Interceptors to Defeat an Advanced Threat
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    Chapter 4 Multi-Minimax: A New AI Paradigm for Simultaneously-Played Multi-player Games
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    Chapter 5 An Empirical Study of Reward Structures for Actor-Critic Reinforcement Learning in Air Combat Manoeuvring Simulation
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    Chapter 6 Memory-Based Explainable Reinforcement Learning
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    Chapter 7 Analysis of Coalition Formation in Cooperative Games Using Crowdsourcing and Machine Learning
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    Chapter 8 Exploring Unknown Universes in Probabilistic Relational Models
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    Chapter 9 Efficient Multiple Query Answering in Switched Probabilistic Relational Models
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    Chapter 10 Finding ALL Answers to OBDA Queries Using Referring Expressions
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    Chapter 11 Constructing CP-Nets from Users Past Selection
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    Chapter 12 An Efficient Solver for Parametrized Difference Revision
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    Chapter 13 Answering Why-Questions Using Probabilistic Logic Programming
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    Chapter 14 DINE: A Framework for Deep Incomplete Network Embedding
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    Chapter 15 Predictive Representation Learning in Motif-Based Graph Networks
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    Chapter 16 Online K-Means Clustering with Lightweight Coresets
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    Chapter 17 Solving Safety Problems with Ensemble Reinforcement Learning
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    Chapter 18 Sharpening the BLADE: Missing Data Imputation Using Supervised Machine Learning
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    Chapter 19 Predicting Financial Well-Being Using Observable Features and Gradient Boosting
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    Chapter 20 Fast Filtering for Nearest Neighbor Search by Sketch Enumeration Without Using Matching
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    Chapter 21 Evaluating the Boundaries of Big Data Environments for Machine Learning
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    Chapter 22 Sequence-to-Sequence Imputation of Missing Sensor Data
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    Chapter 23 The Futility of Bias-Free Learning and Search
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    Chapter 24 WinoFlexi: A Crowdsourcing Platform for the Development of Winograd Schemas
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    Chapter 25 Detecting Depression in Dyadic Conversations with Multimodal Narratives and Visualizations
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    Chapter 26 An Explainable Intelligence Model for Security Event Analysis
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    Chapter 27 Using Feature Filtering Metrics as Meta-dimensions in Constructing Distributional Representations
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    Chapter 28 The Thin Line Between Hate and Profanity
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    Chapter 29 To Extend or Not to Extend? Context-Specific Corpus Enrichment
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    Chapter 30 A Machine Learning Benchmark with Meaning: Learnability and Verb Semantics
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    Chapter 31 Hybrid Words Representation for Airlines Sentiment Analysis
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    Chapter 32 Analyzing the Variation Property of Contextualized Word Representations
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    Chapter 33 Feature Importance for Biomedical Named Entity Recognition
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    Chapter 34 Frequent Semantic Patterns for Document Relevance Ranking
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    Chapter 35 Optimising Pump Scheduling for Water Distribution Networks
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    Chapter 36 Towards Robust Web Service Composition with Stochastic Service Failures Based on a Genetic Algorithm
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    Chapter 37 Bayesian Optimisation for Objective Functions with Varying Smoothness
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    Chapter 38 Bayesian Optimization with Discrete Variables
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    Chapter 39 Detection of Compromised Models Using Bayesian Optimization
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    Chapter 40 Information-Theoretic Multi-task Learning Framework for Bayesian Optimisation
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    Chapter 41 Multi-label Feature Selection Using Particle Swarm Optimization: Novel Initialization Mechanisms
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    Chapter 42 Genetic Programming for Imputation Predictor Selection and Ranking in Symbolic Regression with High-Dimensional Incomplete Data
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    Chapter 43 Genetic Programming with Pareto Local Search for Many-Objective Job Shop Scheduling
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    Chapter 44 A Biased Random Key Genetic Algorithm with Rollout Evaluations for the Resource Constraint Job Scheduling Problem
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    Chapter 45 Efficient 3D Depthwise and Separable Convolutions with Dilation for Brain Tumor Segmentation
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    Chapter 46 LumNet: A Deep Neural Network for Lumbar Paraspinal Muscles Segmentation
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    Chapter 47 Semi-supervised Learning Using Siamese Networks
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    Chapter 48 Intrinsically Motivated Active Perception for Multi-areas View Tasks
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Title
AI 2019: Advances in Artificial Intelligence
Published by
Springer International Publishing, January 2019
DOI 10.1007/978-3-030-35288-2
ISBNs
978-3-03-035287-5, 978-3-03-035288-2
Editors

Jixue Liu, James Bailey

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