PRICAI 2018: Trends in Artificial Intelligence: 15th Pacific Rim International Conference on Artificial Intelligence, Nanjing, China, August 28–31, 2018, Proceedings, Part II

Description

This two-volume set, LNAI 11012 and 11013, constitutes the thoroughly refereed proceedings of the 15th Pacific Rim Conference on Artificial Intelligence, PRICAI 2018, held in Nanjing, China, in August 2018. The 82 full papers and 58 short papers presented in these volumes were carefully reviewed and selected from 382 submissions. PRICAI covers a wide range of topics such as AI theories, technologies and their applications in the areas of social and economic importance for countries in the Pacific Rim. Front Matter ....Pages I-XXIX An Improved Artificial Immune System Model for Link Prediction (Mengmeng Wang, Jianjun Ge, De Zhang, Feng Zhang)....Pages 1-9 Anchored Projection Based Capped \(l_{2,1}\)-Norm Regression for Super-Resolution (Xiaotian Ma, Mingbo Zhao, Zhao Zhang, Jicong Fan, Choujun Zhan)....Pages 10-18 Query Expansion Based on Semantic Related Network (Limin Guo, Xing Su, Ling Zhang, Guangyan Huang, Xu Gao, Zhiming Ding)....Pages 19-28 Improving the Stability for Spiking Neural Networks Using Anti-noise Learning Rule (Yuling Luo, Qiang Fu, Junxiu Liu, Yongchuang Huang, Xuemei Ding, Yi Cao)....Pages 29-37 An Improved Convolutional Neural Network Model with Adversarial Net for Multi-label Image Classification (Tao Zhou, Zhixin Li, Canlong Zhang, Lan Lin)....Pages 38-46 Integrating Multiscale Contrast Regions for Saliency Detection (Taizhe Tan, Qunsheng Zeng, Kangxi Xuan)....Pages 47-55 Automatic Conditional Generation of Personalized Social Media Short Texts (Ziwen Wang, Jie Wang, Haiqian Gu, Fei Su, Bojin Zhuang)....Pages 56-63 Deep Multi-modal Learning with Cascade Consensus (Yang Yang, Yi-Feng Wu, De-Chuan Zhan, Yuan Jiang)....Pages 64-72 Driving the Narrative Flow of an Interactive Storytelling System for Case Studies (Stanley Yu Galan, Michael Joshua Ramos, Aakov Dy, Yusin Kim, Ethel Ong)....Pages 73-81 Pum-Riang Thai Silk Pattern Classification Using Texture Analysis (Kwankamon Dittakan, Nawanol Theera-Ampornpunt)....Pages 82-90 Fuzzy Rough Based Feature Selection by Using Random Sampling (Wang Zhenlei, Zhao Suyun, Liu Yangming, Chen Hong, Li Cuiping, Sun Xiran)....Pages 91-99 Segmenting Sound Waves to Support Phonocardiogram Analysis: The PCGseg Approach (Hajar Alhijailan, Frans Coenen, Jo Dukes-McEwan, Jeyarajan Thiyagalingam)....Pages 100-112 A Lazy One-Dependence Classification Algorithm Based on Selective Patterns (Zhuoya Ju, Zhihai Wang, Shiqiang Wang)....Pages 113-120 A Client-Assisted Approach Based on User Collaboration for Indoor Positioning (Yiyi Zhang, Jun Tang, Michael Elimu, Naizheng Bian)....Pages 121-131 Achieving Multiagent Coordination Through CALA-rFMQ Learning in Continuous Action Space (Wanshu Liu, Chengwei Zhang, Tianpei Yang, Jianye Hao, Xiaohong Li, Zhijie Bao)....Pages 132-139 Environmental Reconstruction for Autonomous Vehicle Based on Image Feature Matching Constraint and Score (Fangchao Hu, Ling Bai, Yinguo Li, Zhen Tian)....Pages 140-148 An Improved Particle Filter Target Tracking Algorithm Based on Color Histogram and Convolutional Network (Shasha Gao, Liang Zhou, Qiang Xie)....Pages 149-155 Mini-Batch Variational Inference for Time-Aware Topic Modeling (Tomonari Masada, Atsuhiro Takasu)....Pages 156-164 Using Differential Evolution to Estimate Labeler Quality for Crowdsourcing (Chen Qiu, Liangxiao Jiang, Zhihua Cai)....Pages 165-173 A Search Optimization Method for Rule Learning in Board Games (Hui Wang, Yanni Tang, Jiamou Liu, Wu Chen)....Pages 174-181 Image Segmentation Based on MRF Combining with Deep Learning Shape Priors (Yan Wang, Xili Wang)....Pages 182-191 An Automated Matrix Profile for Mining Consecutive Repeats in Time Series (Mahtab Mirmomeni, Yousef Kowsar, Lars Kulik, James Bailey)....Pages 192-200 High-Resolution Depth Refinement by Photometric and Multi-shading Constraints (Yujun Zhang, Qian Zhang, Wei Feng)....Pages 201-209 Weakly-Supervised Object Localization by Cutting Background with Deep Reinforcement Learning (Wu Zheng, Zhaoxiang Zhang)....Pages 210-218 Nature-Inspired Computational Model for Solving Bi-objective Traveling Salesman Problems (Xuejiao Chen, Zhengpeng Chen, Yingchu Xin, Xianghua Li, Chao Gao)....Pages 219-227 Differential Evolution-Based Weighted Majority Voting for Crowdsourcing (Hao Zhang, Liangxiao Jiang, Wenqiang Xu)....Pages 228-236 Scalable Machine Learning Techniques for Highly Imbalanced Credit Card Fraud Detection: A Comparative Study (Rafiq Ahmed Mohammed, Kok-Wai Wong, Mohd Fairuz Shiratuddin, Xuequn Wang)....Pages 237-246 View Decomposition and Adversarial for Semantic Segmentation (He Guan, Zhaoxiang Zhang)....Pages 247-255 Efficient Bayesian Optimisation Using Derivative Meta-model (Ang Yang, Cheng Li, Santu Rana, Sunil Gupta, Svetha Venkatesh)....Pages 256-264 Prior Knowledge Guided Gene-Disease Associations Prediction: An Enhanced Inductive Matrix Completion Approach (Lei Chen, Jianyu Pu, Ziwen Yang, Xingguo Chen)....Pages 265-273 Text Classification with Enriched Word Features (Jingda Xu, Cheng Zhang, Peng Zhang, Dawei Song)....Pages 274-281 Attention-Based Linguistically Constraints Network for Aspect-Level Sentiment (Jinyu Lu, Yuexian Hou)....Pages 282-289 Personalized POIs Travel Route Recommendation System Based on Tourism Big Data (Chenzhong Bin, Tianlong Gu, Yanpeng Sun, Liang Chang, Wenping Sun, Lei Sun)....Pages 290-299 Analysing TV Audience Engagement via Twitter: Incremental Segment-Level Opinion Mining of Second Screen Tweets (Gavin Katz, Bradford Heap, Wayne Wobcke, Michael Bain, Sandeepa Kannangara)....Pages 300-308 Absolute Orientation and Localization Estimation from an Omnidirectional Image (Ruyu Liu, Jianhua Zhang, Kejie Yin, Zhiyin Pan, Ruihao Lin, Shengyong Chen)....Pages 309-316 An Adaptive Clustering Algorithm by Finding Density Peaks (Juanying Xie, Weiliang Jiang)....Pages 317-325 Statutes Recommendation Using Classification and Co-occurrence Between Statutes (Yi Feng, Jidong Ge, Chuanyi Li, Li Kong, Feifei Zhang, Bin Luo)....Pages 326-334 Robust and Real-Time Face Swapping Based on Face Segmentation and CANDIDE-3 (Haosen Wang, Dongliang Xie, Lu Wei)....Pages 335-342 Determining the Applicability of Advice for Efficient Multi-Agent Reinforcement Learning (Yuchen Wang, Fenghui Ren, Minjie Zhang)....Pages 343-351 Multi-object Detection Based on Deep Learning in Real Classrooms (Benchi Shao, Fei Jiang, Ruimin Shen)....Pages 352-359 Deep CRF-Graph Learning for Semantic Image Segmentation (Fuguang Ding, Zhenhua Wang, Dongyan Guo, Shengyong Chen, Jianhua Zhang, Zhanpeng Shao)....Pages 360-368 Unrest News Amount Prediction with Context-Aware Attention LSTM (Xiuling Wang, Hao Chen, Zhoujun Li, Zhonghua Zhao)....Pages 369-377 Image Captioning with Relational Knowledge (Huan Yang, Dandan Song, Lejian Liao)....Pages 378-386 An Elite Group Guided Artificial Bee Colony Algorithm with a Modified Neighborhood Search (Jiaxin Lu, Xinyu Zhou, Yong Ma, Mingwen Wang)....Pages 387-394 Exploiting Spatiotemporal Features to Infer Friendship in Location-Based Social Networks (Cheng He, Chao Peng, Na Li, Xiang Chen, Lanying Guo)....Pages 395-403 A Subsequent Speaker Selection Method for Online Discussions Based on the Multi-armed Bandit Algorithm (Mio Kurii, Katsuhide Fujita)....Pages 404-411 An Entropy-Based Class Assignment Detection Approach for RDF Data (Molood Barati, Quan Bai, Qing Liu)....Pages 412-420 Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments (Yan Zheng, Zhaopeng Meng, Jianye Hao, Zongzhang Zhang)....Pages 421-429 Automatically Classifying Chinese Judgment Documents Using Character-Level Convolutional Neural Networks (Xiaosong Zhou, Chuanyi Li, Jidong Ge, Zhongjin Li, Xiaoyu Zhou, Bin Luo)....Pages 430-437 RC-CNN: Reverse Connected Convolutional Neural Network for Accurate Player Detection (Lijing Zhang, Yao Lu, Ge Song, Hanfeng Zheng)....Pages 438-446 Uncertainty Estimation for Strong-Noise Data (Bin Shen, Binheng Song)....Pages 447-454 Reciprocal Ranking: A Hybrid Ranking Algorithm for Reciprocal Recommendation (Yuanhang Qu, Hongzhi Liu, Yingpeng Du, Zhonghai Wu)....Pages 455-463 Robust Low-Rank Recovery with a Distance-Measure Structure for Face Recognition (Zhe Chen, Xiao-Jun Wu, He-Feng Yin, Josef Kittler)....Pages 464-472 A Surface Defect Detection Method Based on Positive Samples (Zhixuan Zhao, Bo Li, Rong Dong, Peng Zhao)....Pages 473-481 Joint Multi-field Siamese Recurrent Neural Network for Entity Resolution (Yang Lv, Lei Qi, Jing Huo, Hao Wang, Yang Gao)....Pages 482-490 Using Machine Learning for Determining Network Robustness of Multi-Agent Systems Under Attacks (Guang Wang, Ming Xu, Yiming Wu, Ning Zheng, Jian Xu, Tong Qiao)....Pages 491-498 Collective Hyper-heuristics for Self-assembling Robot Behaviours (Shuang Yu, Andy Song, Aldeida Aleti)....Pages 499-507 Matrix Factorization for Identifying Noisy Labels of Multi-label Instances (Xia Chen, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Zili Zhang)....Pages 508-517 Back Matter ....Pages 519-524