Table of Contents

• The Application of AlphaZero to WargamingGlennn Moy, Slava Shekh. 3-14 [doi]
• Helping an Agent Reach a Different Goal by Action Transfer in Reinforcement LearningYuchen Wang, Fenghui Ren, Minjie Zhang. 15-27 [doi]
• Predictive Regret-Matching for Cooperating Interceptors to Defeat an Advanced ThreatArvind Rajagopalan, Duong Duc Nguyen, Jijoong Kim. 28-40 [doi]
• Multi-Minimax: A New AI Paradigm for Simultaneously-Played Multi-player GamesNicolas Perez, B. John Oommen. 41-53 [doi]
• An Empirical Study of Reward Structures for Actor-Critic Reinforcement Learning in Air Combat Manoeuvring SimulationBudi Kurniawan, Peter Vamplew 0001, Michael Papasimeon, Richard Dazeley, Cameron Foale. 54-65 [doi]
• Memory-Based Explainable Reinforcement LearningFrancisco Cruz, Richard Dazeley, Peter Vamplew 0001. 66-77 [doi]
• Analysis of Coalition Formation in Cooperative Games Using Crowdsourcing and Machine LearningYuko Sakurai, Satoshi Oyama. 78-88 [doi]
• Exploring Unknown Universes in Probabilistic Relational ModelsTanya Braun, Ralf Möller 0001. 91-103 [doi]
• Efficient Multiple Query Answering in Switched Probabilistic Relational ModelsMarcel Gehrke, Tanya Braun, Ralf Möller 0001. 104-116 [doi]
• Finding ALL Answers to OBDA Queries Using Referring ExpressionsDavid Toman, Grant E. Weddell. 117-129 [doi]
• Constructing CP-Nets from Users Past SelectionReza Khoshkangini, Maria Silvia Pini, Francesca Rossi. 130-142 [doi]
• An Efficient Solver for Parametrized Difference RevisionAaron Hunter, John Agapeyev. 143-152 [doi]
• Answering Why-Questions Using Probabilistic Logic ProgrammingAbdus Salam, Rolf Schwitter, Mehmet A. Orgun. 153-164 [doi]
• DINE: A Framework for Deep Incomplete Network EmbeddingKe Hou, Jiaying Liu 0006, Yin Peng, Bo Xu, Ivan Lee, Feng Xia 0001. 165-176 [doi]
• Predictive Representation Learning in Motif-Based Graph NetworksKaiyuan Zhang, Shuo Yu, Liangtian Wan, Jianxin Li, Feng Xia 0001. 177-188 [doi]
• Online K-Means Clustering with Lightweight CoresetsJia Shun Low, Zahra Ghafoori, Christopher Leckie. 191-202 [doi]
• Solving Safety Problems with Ensemble Reinforcement LearningLeonardo Anjoletto Ferreira, Thiago Freitas dos Santos, Reinaldo A. C. Bianchi, Paulo E. Santos. 203-214 [doi]
• Sharpening the BLADE: Missing Data Imputation Using Supervised Machine LearningMarcus Suresh, Ronnie Taib, Yanchang Zhao, Warren Jin. 215-227 [doi]
• Predicting Financial Well-Being Using Observable Features and Gradient BoostingIqbal Madakkatel, Belinda A. Chiera, Mark D. McDonnell. 228-239 [doi]
• Fast Filtering for Nearest Neighbor Search by Sketch Enumeration Without Using MatchingNaoya Higuchi, Yasunobu Imamura, Tetsuji Kuboyama, Kouichi Hirata, Takeshi Shinohara. 240-252 [doi]
• Evaluating the Boundaries of Big Data Environments for Machine LearningFathima Nuzla Ismail, Brendon J. Woodford, Sherlock A. Licorish. 253-264 [doi]
• Sequence-to-Sequence Imputation of Missing Sensor DataJoel Janek Dabrowski, Ashfaqur Rahman. 265-276 [doi]
• The Futility of Bias-Free Learning and SearchGeorge D. Montañez, Jonathan Hayase, Julius Lauw, Dominique Macias, Akshay Trikha, Julia Vendemiatti. 277-288 [doi]
• WinoFlexi: A Crowdsourcing Platform for the Development of Winograd SchemasNicos Isaak, Loizos Michael. 289-302 [doi]
• Detecting Depression in Dyadic Conversations with Multimodal Narratives and VisualizationsJoshua Y. Kim, Greyson Y. Kim, Kalina Yacef. 303-314 [doi]
• An Explainable Intelligence Model for Security Event AnalysisNeda AfzaliSeresht, Qing Liu, Yuan Miao. 315-327 [doi]
• Using Feature Filtering Metrics as Meta-dimensions in Constructing Distributional RepresentationsDongqiang Yang, Yanqin Yin, Tonghui Han, Hongwei Ma. 331-343 [doi]
• The Thin Line Between Hate and ProfanityKosisochukwu Judith Madukwe, Xiaoying Gao. 344-356 [doi]
• To Extend or Not to Extend? Context-Specific Corpus EnrichmentFelix Kuhr, Tanya Braun, Magnus Bender, Ralf Möller 0001. 357-368 [doi]
• A Machine Learning Benchmark with Meaning: Learnability and Verb SemanticsCsaba Veres, Bjørn Helge Sandblåst. 369-380 [doi]
• Hybrid Words Representation for Airlines Sentiment AnalysisUsman Naseem, Shah Khalid Khan, Imran Razzak, Ibrahim A. Hameed. 381-392 [doi]
• Analyzing the Variation Property of Contextualized Word RepresentationsSakae Mizuki, Naoaki Okazaki. 393-405 [doi]
• Feature Importance for Biomedical Named Entity RecognitionHamish Huggard, Aaron Zhang, Edmond Zhang, Yun Sing Koh. 406-417 [doi]
• Frequent Semantic Patterns for Document Relevance RankingHanh Nguyen, Yue Xu 0001, Yuefeng Li. 418-430 [doi]
• Optimising Pump Scheduling for Water Distribution NetworksYanchang Zhao, Bin Liang, Yang Wang 0002, Shaobo Dang, Ronnie Taib, Fang Chen, Tin Hua, Dammika Vitanage, Corinna Doolan. 433-444 [doi]
• Towards Robust Web Service Composition with Stochastic Service Failures Based on a Genetic AlgorithmChen Wang, Hui Ma, Gang Chen, Sven Hartmann. 445-459 [doi]
• Bayesian Optimisation for Objective Functions with Varying SmoothnessA. V. Arun Kumar, Santu Rana, Cheng Li 0001, Sunil Gupta 0001, Alistair Shilton, Svetha Venkatesh. 460-472 [doi]
• Bayesian Optimization with Discrete VariablesPhuc Luong, Sunil Gupta 0001, Dang Nguyen 0001, Santu Rana, Svetha Venkatesh. 473-484 [doi]
• Detection of Compromised Models Using Bayesian OptimizationDeepthi Praveenlal Kuttichira, Sunil Gupta 0001, Dang Nguyen 0002, Santu Rana, Svetha Venkatesh. 485-496 [doi]
• Information-Theoretic Multi-task Learning Framework for Bayesian OptimisationAnil Ramachandran, Sunil Gupta 0001, Santu Rana, Svetha Venkatesh. 497-509 [doi]
• Multi-label Feature Selection Using Particle Swarm Optimization: Novel Initialization MechanismsJuhini Desai, Bach Hoai Nguyen, Bing Xue 0001. 510-522 [doi]
• Genetic Programming for Imputation Predictor Selection and Ranking in Symbolic Regression with High-Dimensional Incomplete DataBaligh Al-Helali, Qi Chen 0002, Bing Xue 0001, Mengjie Zhang. 523-535 [doi]
• Genetic Programming with Pareto Local Search for Many-Objective Job Shop SchedulingAtiya Masood, Gang Chen 0002, Yi Mei, Harith Al-Sahaf, Mengjie Zhang. 536-548 [doi]
• A Biased Random Key Genetic Algorithm with Rollout Evaluations for the Resource Constraint Job Scheduling ProblemChristian Blum 0001, Dhananjay R. Thiruvady, Andreas T. Ernst, Matthias Horn, Günther R. Raidl. 549-560 [doi]
• Efficient 3D Depthwise and Separable Convolutions with Dilation for Brain Tumor SegmentationDonghao Zhang, Yang Song 0001, Dongnan Liu, Chaoyi Zhang, Yicheng Wu, Heng Wang, Fan Zhang, Yong Xia, Lauren J. O'Donnell, Weidong Cai. 563-573 [doi]
• LumNet: A Deep Neural Network for Lumbar Paraspinal Muscles SegmentationYingdi Zhang, Zelin Shi, Huan Wang, Chongnan Yan, Lanbo Wang, Yueming Mu, Yunpeng Liu, Shuhang Wu, Tianci Liu. 574-585 [doi]
• Semi-supervised Learning Using Siamese NetworksAttaullah Sahito, Eibe Frank, Bernhard Pfahringer. 586-597 [doi]
• Intrinsically Motivated Active Perception for Multi-areas View TasksDashun Pei, Linhua Jiang. 598-609 [doi]