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ORCID16th PRICAI 2019: Cuvu, Yanuca Island, Fiji - Part I
- Abhaya C. Nayak
, Alok Sharma:
PRICAI 2019: Trends in Artificial Intelligence - 16th Pacific Rim International Conference on Artificial Intelligence, Cuvu, Yanuca Island, Fiji, August 26-30, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11670, Springer 2019, ISBN 978-3-030-29907-1
Learning
- Deepthi Praveenlal Kuttichira, Sunil Gupta, Cheng Li, Santu Rana, Svetha Venkatesh:
Explaining Black-Box Models Using Interpretable Surrogates. 3-15 - Eunkyung Park, Raymond K. Wong, Victor W. Chu:
Classifier Learning from Imbalanced Corpus by Autoencoded Over-Sampling. 16-29 - Ting Wang, Hong Zhang, Bo Li, Xin Xu:
Semisupervised Cross-Media Retrieval by Distance-Preserving Correlation Learning and Multi-modal Manifold Regularization. 30-42 - Jonathan Moore, Nils Hammerla, Chris Watkins:
Explaining Deep Learning Models with Constrained Adversarial Examples. 43-56 - Yi Huang, Xiaoshan Yang, Changsheng Xu:
Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data. 57-70 - Mattia Fumagalli, Gábor Bella, Fausto Giunchiglia:
Towards Understanding Classification and Identification. 71-84 - Nhat Van-Quoc Truong, Sebastian Stein, Long Tran-Thanh, Nicholas R. Jennings:
What Prize Is Right? How to Learn the Optimal Structure for Crowdsourcing Contests. 85-97 - Fan Wu, Shuigeng Zhou, Kang Wang, Yi Xu, Jihong Guan, Jun Huan:
Simple Is Better: A Global Semantic Consistency Based End-to-End Framework for Effective Zero-Shot Learning. 98-112 - He Zhao, Hongyi Su, Yang Chen, Jiamou Liu, Hong Zheng, Bo Yan:
A Reinforcement Learning Approach to Gaining Social Capital with Partial Observation. 113-117
Knowledge Handling
- Yangyang Shu, Guandong Xu:
Emotion Recognition from Music Enhanced by Domain Knowledge. 121-134 - Chunjing Xiao, Cong Xie, Shuyan Cao, Yuxiang Zhang, Wei Fan, Hongjun Heng:
A Better Understanding of the Interaction Between Users and Items by Knowledge Graph Learning for Temporal Recommendation. 135-147 - Xuemiao Zhang, Kejun Deng, Leilei Zhang, Zhouxing Tan, Junfei Liu:
Knowledge-Aware and Retrieval-Based Models for Distantly Supervised Relation Extraction. 148-161 - Tingting Jiang, Chenyang Bu, Yi Zhu, Xindong Wu:
Two-Stage Entity Alignment: Combining Hybrid Knowledge Graph Embedding with Similarity-Based Relation Alignment. 162-175 - Guiming Zhu, Chenzhong Bin, Tianlong Gu, Liang Chang, Yanpeng Sun, Wei Chen, Zhonghao Jia:
A Neural User Preference Modeling Framework for Recommendation Based on Knowledge Graph. 176-189 - Wei Chen, Liang Chang, Chenzhong Bin, Tianlong Gu, Zhonghao Jia:
Jointing Knowledge Graph and Neural Network for Top-N Recommendation. 190-195 - Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang:
A Novel Genetic Programming Algorithm with Knowledge Transfer for Uncertain Capacitated Arc Routing Problem. 196-200
Image Recognition and Manipulation
- Yue Li, Tingting Wang, Guangwei Huang, Xiaojun Tang:
Multi-label Recognition of Paintings with Cascaded Attention Network. 203-216 - Xuan Wang, Zhi Li, Yanan Chen, Peilin Jiang, Fei Wang:
Stacked Mixed-Scale Networks for Human Pose Estimation. 217-229 - Kelei He, Jing Huo, Yinghuan Shi, Yang Gao, Dinggang Shen:
MIDCN: A Multiple Instance Deep Convolutional Network for Image Classification. 230-243 - Zhi Xiong, Bo Li, Xiaoyan Gu, Wen Gu, Weiping Wang:
Discriminative Deep Attention-Aware Hashing for Face Image Retrieval. 244-256 - Wenting Chen, Xinpeng Xie, Xi Jia, Linlin Shen:
Texture Deformation Based Generative Adversarial Networks for Multi-domain Face Editing. 257-269 - Omid Mohamad Nezami, Mark Dras, Stephen Wan, Cécile Paris, Len Hamey:
Towards Generating Stylized Image Captions via Adversarial Training. 270-284
Language and Speech
- Hai-Han Wang, Jinlong Li, Xuewen Chen:
Keywords-Based Auxiliary Information Network for Abstractive Summarization. 287-299 - Yatu Ji, Hongxu Hou, Junjie Chen, Nier Wu:
Training with Additional Semantic Constraints for Enhancing Neural Machine Translation. 300-313 - Haoshen Fan, Jie Wang, Bojin Zhuang, Shaojun Wang, Jing Xiao:
Automatic Acrostic Couplet Generation with Three-Stage Neural Network Pipelines. 314-324 - Zhicheng Liu, Gang Wu:
Named Entity Recognition with Homophones-Noisy Data. 325-337 - Sang-Seok Park, Yunseok Noh, Se-Young Park, Seong-Bae Park:
Robust Sentence Classification by Solving Out-of-Vocabulary Problem with Auxiliary Word Predictor. 338-350 - Zuchao Li, Jiaxun Cai, Hai Zhao:
Effective Representation for Easy-First Dependency Parsing. 351-363 - Reza Hadi Mogavi, Sujit Gujar, Xiaojuan Ma, Pan Hui:
HRCR: Hidden Markov-Based Reinforcement to Reduce Churn in Question Answering Forums. 364-376 - Zhengwei Tao, Waiman Si, Juntao Li, Dongyan Zhao, Rui Yan:
Boosting Variational Generative Model via Condition Enhancing and Lexical-Editing. 377-391 - Yatu Ji, Hongxu Hou, Junjie Chen, Nier Wu:
Noise-Based Adversarial Training for Enhancing Agglutinative Neural Machine Translation. 392-396 - Wathsala Anupama Mohotti, Darren Christopher Lukas, Richi Nayak:
Concept Mining in Online Forums Using Self-corpus-Based Augmented Text Clustering. 397-402
Knowledge Representation and Reasoning
- Lars-Phillip Spiegel, Gabriele Kern-Isberner, Marco Ragni:
Rational Inference Patterns. 405-417 - David Fuenmayor, Christoph Benzmüller:
Harnessing Higher-Order (Meta-)Logic to Represent and Reason with Complex Ethical Theories. 418-432 - Tim French, Andrew Gozzard, Mark Reynolds:
Aleatoric Dynamic Epistemic Logic for Learning Agents. 433-445 - Michael Hartisch, Ulf Lorenz:
Mastering Uncertainty: Towards Robust Multistage Optimization with Decision Dependent Uncertainty. 446-458 - Gabriele Kern-Isberner, Tanja Bock, Kai Sauerwald, Christoph Beierle:
Belief Change Properties of Forgetting Operations over Ranking Functions. 459-472 - David Toman, Grant E. Weddell:
Identity Resolution in Ontology Based Data Access to Structured Data Sources. 473-485 - Sebastian Rudolph, Lukas Schweizer, Zhihao Yao:
SPARQL Queries over Ontologies Under the Fixed-Domain Semantics. 486-499 - Rolf Schwitter:
Augmenting an Answer Set Based Controlled Natural Language with Temporal Expressions. 500-513 - Mathias Zink, Paulina Friemann, Marco Ragni:
Predictive Systems: The Game Rock-Paper-Scissors as an Example. 514-526 - Martin Aleksandrov, Toby Walsh:
Strategy-Proofness, Envy-Freeness and Pareto Efficiency in Online Fair Division with Additive Utilities. 527-541 - Alessandro Daniele, Luciano Serafini:
Knowledge Enhanced Neural Networks. 542-554 - Shawn Manuel, David Rajaratnam, Michael Thielscher:
Encoding Epistemic Strategies for General Game Playing. 555-567 - Daisuke Hatano, Yuko Kuroki, Yasushi Kawase, Hanna Sumita, Naonori Kakimura, Ken-ichi Kawarabayashi:
Non-zero-sum Stackelberg Budget Allocation Game for Computational Advertising. 568-582 - Guifei Jiang, Laurent Perrussel, Dongmo Zhang, Heng Zhang, Yuzhi Zhang:
Game Equivalence and Bisimulation for Game Description Language. 583-596 - Guifei Jiang, Laurent Perrussel, Dongmo Zhang, Heng Zhang, Yuzhi Zhang:
Characterizing the Expressivity of Game Description Languages. 597-611 - Qinya Li, Fan Wu, Guihai Chen:
A Strategy-Proof Model-Based Online Auction for Ad Reservation. 612-617 - Xiaojuan Liao, Hui Zhang, Miyuki Koshimura, Rong Huang, Wenxin Yu:
Maximum Satisfiability Formulation for Optimal Scheduling in Overloaded Real-Time Systems. 618-631 - Rakefet Ackerman, Avigdor Gal, Tomer Sagi, Roee Shraga:
A Cognitive Model of Human Bias in Matching. 632-646
Multi-Agent Systems
- Shiqing Wu, Quan Bai, Byeong Ho Kang:
Adaptive Incentive Allocation for Influence-Aware Proactive Recommendation. 649-661 - Shiqing Wu, Quan Bai:
Incentivizing Long-Term Engagement Under Limited Budget. 662-674 - Shun Okuhara, Takayuki Ito:
A Compromising Strategy Based on Constraint Relaxation for Automated Negotiating Agents. 675-687 - Ryuta Arisaka, Takayuki Ito:
Semantics of Opinion Transitions in Multi-Agent Forum Argumentation. 688-703 - Nguyen Duy Hung, Van-Nam Huynh:
Learning Individual and Group Preferences in Abstract Argumentation. 704-717 - Chiaki Sakama, Tran Cao Son:
Epistemic Argumentation Framework. 718-732 - Chin-wing Leung, Shuyue Hu, Ho-fung Leung:
Modeling Convention Emergence by Observation with Memorization. 733-745 - Toshihiro Kujirai, Takayoshi Yokota:
Breaking Deadlocks in Multi-agent Reinforcement Learning with Sparse Interaction. 746-759
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