Table of Contents

• Explaining Black-Box Models Using Interpretable SurrogatesDeepthi Praveenlal Kuttichira, Sunil Kumar Gupta 0001, Cheng Li 0003, Santu Rana, Svetha Venkatesh. 3-15 [doi]
• Classifier Learning from Imbalanced Corpus by Autoencoded Over-SamplingEunkyung Park, Raymond K. Wong, Victor W. Chu. 16-29 [doi]
• Semisupervised Cross-Media Retrieval by Distance-Preserving Correlation Learning and Multi-modal Manifold RegularizationTing Wang, Hong Zhang, Bo Li 0035, Xin Xu 0007. 30-42 [doi]
• Explaining Deep Learning Models with Constrained Adversarial ExamplesJonathan Moore, Nils Hammerla, Chris Watkins. 43-56 [doi]
• Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare DataYi Huang, Xiaoshan Yang, Changsheng Xu. 57-70 [doi]
• Towards Understanding Classification and IdentificationMattia Fumagalli, Gábor Bella, Fausto Giunchiglia. 71-84 [doi]
• What Prize Is Right? How to Learn the Optimal Structure for Crowdsourcing ContestsNhat Van-Quoc Truong, Sebastian Stein 0001, Long Tran-Thanh, Nicholas R. Jennings. 85-97 [doi]
• Simple Is Better: A Global Semantic Consistency Based End-to-End Framework for Effective Zero-Shot LearningFan Wu, Shuigeng Zhou, Kang Wang, Yi Xu, Jihong Guan, Jun Huan. 98-112 [doi]
• A Reinforcement Learning Approach to Gaining Social Capital with Partial ObservationHe Zhao, Hongyi Su, Yang Chen, Jiamou Liu, Hong Zheng, Bo Yan. 113-117 [doi]
• Emotion Recognition from Music Enhanced by Domain KnowledgeYangyang Shu, Guandong Xu. 121-134 [doi]
• A Better Understanding of the Interaction Between Users and Items by Knowledge Graph Learning for Temporal RecommendationChunjing Xiao, Cong Xie, Shuyan Cao, Yuxiang Zhang, Wei Fan, Hongjun Heng. 135-147 [doi]
• Knowledge-Aware and Retrieval-Based Models for Distantly Supervised Relation ExtractionXuemiao Zhang, Kejun Deng, Leilei Zhang, Zhouxing Tan, Junfei Liu. 148-161 [doi]
• Two-Stage Entity Alignment: Combining Hybrid Knowledge Graph Embedding with Similarity-Based Relation AlignmentTingting Jiang, Chenyang Bu, Yi Zhu, Xindong Wu 0001. 162-175 [doi]
• A Neural User Preference Modeling Framework for Recommendation Based on Knowledge GraphGuiming Zhu, Chenzhong Bin, Tianlong Gu, Liang Chang, Yanpeng Sun, Wei Chen 0001, Zhonghao Jia. 176-189 [doi]
• Jointing Knowledge Graph and Neural Network for Top-N RecommendationWei Chen, Liang Chang, Chenzhong Bin, Tianlong Gu, Zhonghao Jia. 190-195 [doi]
• A Novel Genetic Programming Algorithm with Knowledge Transfer for Uncertain Capacitated Arc Routing ProblemMazhar Ansari Ardeh, Yi Mei, Mengjie Zhang. 196-200 [doi]
• Multi-label Recognition of Paintings with Cascaded Attention NetworkYue Li, Tingting Wang, Guangwei Huang, Xiaojun Tang. 203-216 [doi]
• Stacked Mixed-Scale Networks for Human Pose EstimationXuan Wang 0009, Zhi Li, Yanan Chen, Peilin Jiang, Fei Wang. 217-229 [doi]
• MIDCN: A Multiple Instance Deep Convolutional Network for Image ClassificationKelei He, Jing Huo, Yinghuan Shi, Yang Gao, Dinggang Shen. 230-243 [doi]
• Discriminative Deep Attention-Aware Hashing for Face Image RetrievalZhi Xiong, Bo Li 0063, Xiaoyan Gu, Wen Gu, Weiping Wang 0005. 244-256 [doi]
• Texture Deformation Based Generative Adversarial Networks for Multi-domain Face EditingWenting Chen, Xinpeng Xie, Xi Jia, LinLin Shen. 257-269 [doi]
• Towards Generating Stylized Image Captions via Adversarial TrainingOmid Mohamad Nezami, Mark Dras, Stephen Wan 0001, Cécile Paris, Len Hamey. 270-284 [doi]
• Keywords-Based Auxiliary Information Network for Abstractive SummarizationHai-Han Wang, Jinlong Li, Xuewen Chen. 287-299 [doi]
• Training with Additional Semantic Constraints for Enhancing Neural Machine TranslationYatu Ji, Hongxu Hou, Junjie Chen, Nier Wu. 300-313 [doi]
• Automatic Acrostic Couplet Generation with Three-Stage Neural Network PipelinesHaoshen Fan, Jie Wang, BoJin Zhuang, Shaojun Wang, Jing Xiao. 314-324 [doi]
• Named Entity Recognition with Homophones-Noisy DataZhicheng Liu, Gang Wu. 325-337 [doi]
• Robust Sentence Classification by Solving Out-of-Vocabulary Problem with Auxiliary Word PredictorSang-Seok Park, Yunseok Noh, Se-Young Park, Seong-Bae Park. 338-350 [doi]
• Effective Representation for Easy-First Dependency ParsingZuchao Li, Jiaxun Cai, Hai Zhao. 351-363 [doi]
• HRCR: Hidden Markov-Based Reinforcement to Reduce Churn in Question Answering ForumsReza Hadi Mogavi, Sujit Gujar, Xiaojuan Ma, Pan Hui. 364-376 [doi]
• Boosting Variational Generative Model via Condition Enhancing and Lexical-EditingZhengwei Tao, Waiman Si, Juntao Li, Dongyan Zhao 0001, Rui Yan. 377-391 [doi]
• Noise-Based Adversarial Training for Enhancing Agglutinative Neural Machine TranslationYatu Ji, Hongxu Hou, Junjie Chen, Nier Wu. 392-396 [doi]
• Concept Mining in Online Forums Using Self-corpus-Based Augmented Text ClusteringWathsala Anupama Mohotti, Darren Christopher Lukas, Richi Nayak. 397-402 [doi]
• Rational Inference PatternsLars-Phillip Spiegel, Gabriele Kern-Isberner, Marco Ragni. 405-417 [doi]
• Harnessing Higher-Order (Meta-)Logic to Represent and Reason with Complex Ethical TheoriesDavid Fuenmayor, Christoph Benzmüller. 418-432 [doi]
• Aleatoric Dynamic Epistemic Logic for Learning AgentsTim French 0002, Andrew Gozzard, Mark Reynolds. 433-445 [doi]
• Mastering Uncertainty: Towards Robust Multistage Optimization with Decision Dependent UncertaintyMichael Hartisch, Ulf Lorenz. 446-458 [doi]
• Belief Change Properties of Forgetting Operations over Ranking FunctionsGabriele Kern-Isberner, Tanja Bock, Kai Sauerwald, Christoph Beierle. 459-472 [doi]
• Identity Resolution in Ontology Based Data Access to Structured Data SourcesDavid Toman, Grant E. Weddell. 473-485 [doi]
• SPARQL Queries over Ontologies Under the Fixed-Domain SemanticsSebastian Rudolph, Lukas Schweizer, Zhihao Yao. 486-499 [doi]
• Augmenting an Answer Set Based Controlled Natural Language with Temporal ExpressionsRolf Schwitter. 500-513 [doi]
• Predictive Systems: The Game Rock-Paper-Scissors as an ExampleMathias Zink, Paulina Friemann, Marco Ragni. 514-526 [doi]
• Strategy-Proofness, Envy-Freeness and Pareto Efficiency in Online Fair Division with Additive UtilitiesMartin Aleksandrov, Toby Walsh. 527-541 [doi]
• Knowledge Enhanced Neural NetworksAlessandro Daniele, Luciano Serafini. 542-554 [doi]
• Encoding Epistemic Strategies for General Game PlayingShawn Manuel, David Rajaratnam, Michael Thielscher. 555-567 [doi]
• Non-zero-sum Stackelberg Budget Allocation Game for Computational AdvertisingDaisuke Hatano, Yuko Kuroki, Yasushi Kawase, Hanna Sumita, Naonori Kakimura, Ken-ichi Kawarabayashi. 568-582 [doi]
• Game Equivalence and Bisimulation for Game Description LanguageGuifei Jiang, Laurent Perrussel, Dongmo Zhang, Heng Zhang, Yuzhi Zhang. 583-596 [doi]
• Characterizing the Expressivity of Game Description LanguagesGuifei Jiang, Laurent Perrussel, Dongmo Zhang, Heng Zhang, Yuzhi Zhang. 597-611 [doi]
• A Strategy-Proof Model-Based Online Auction for Ad ReservationQinya Li, Fan Wu 0006, Guihai Chen. 612-617 [doi]
• Maximum Satisfiability Formulation for Optimal Scheduling in Overloaded Real-Time SystemsXiaojuan Liao, Hui Zhang, Miyuki Koshimura, Rong Huang, Wenxin Yu. 618-631 [doi]
• A Cognitive Model of Human Bias in MatchingRakefet Ackerman, Avigdor Gal, Tomer Sagi, Roee Shraga. 632-646 [doi]
• Adaptive Incentive Allocation for Influence-Aware Proactive RecommendationShiqing Wu, Quan Bai, Byeong Ho Kang. 649-661 [doi]
• Incentivizing Long-Term Engagement Under Limited BudgetShiqing Wu, Quan Bai. 662-674 [doi]
• A Compromising Strategy Based on Constraint Relaxation for Automated Negotiating AgentsShun Okuhara, Takayuki Ito. 675-687 [doi]
• Semantics of Opinion Transitions in Multi-Agent Forum ArgumentationRyuta Arisaka, Takayuki Ito. 688-703 [doi]
• Learning Individual and Group Preferences in Abstract ArgumentationNguyen Duy Hung, Van-Nam Huynh. 704-717 [doi]
• Epistemic Argumentation FrameworkChiaki Sakama, Tran Cao Son. 718-732 [doi]
• Modeling Convention Emergence by Observation with MemorizationChin-wing Leung, Shuyue Hu, Ho-Fung Leung. 733-745 [doi]
• Breaking Deadlocks in Multi-agent Reinforcement Learning with Sparse InteractionToshihiro Kujirai, Takayoshi Yokota. 746-759 [doi]