Table of Contents

• Cyber Security Meets Big Knowledge: Towards a Secure HACE TheoremBhavani Thuraisingham. 1-3 [doi]
• Keynote I Cyber Security Meets Big Knowledge: Towards a Secure HACE TheoremBhavani Thuraisingham. 1-6 [doi]
• Integrating Bi-Dynamic Routing Capsule Network with Label-Constraint for Text classificationXiang Guo, Youquan Wang, Kaiyuan Gao, Jie Cao 0001, Haicheng Tao, Chaoyue Chen. 4-11 [doi]
• Subject Event Extraction from Chinese Court Verdict Case via Frame-fillingGongqing Wu, Shengjie Hu, Yinghuan Wang, Zan Zhang, Xianyu Bao. 12-19 [doi]
• Outlier Detection via Kernel Preserving Embedding and Random WalkEnhui Li, Huawen Liu, Kaile Su, Shichao Zhang. 20-25 [doi]
• An Adaptive Ant Colony optimization in Knowledge GraphsWei Li, Le Xia, Ying Huang. 26-32 [doi]
• Enhancing Knowledge Graph Embedding with Relational ConstraintsMingda Li, Zhengya Sun, Siheng Zhang, Wensheng Zhang 0002. 33-40 [doi]
• Conversational Music Recommendation based on BanditsChunyi Zhou, Yuanyuan Jin, Xiaoling Wang, Yingjie Zhang. 41-48 [doi]
• Online Streaming Feature Selection Based on Feature InteractionYan Lv, Yaojin Lin, Xiangyan Chen, Dongxing Wang, Chenxi Wang. 49-57 [doi]
• Adaptive domain of dynamic distribution based on manifold spaceDaoyuan Yu, Xuegang Hu. 58-63 [doi]
• Emotion Recognition from Facial Expressions and Contactless Heart Rate Using Knowledge GraphWenying Yu, Shuai Ding 0001, Zijie Yue, Shanlin Yang. 64-69 [doi]
• Graph-based Keyphrase Extraction Using Word and Document Em beddingsXian Zu, Fei Xie, Xiaojian Liu. 70-76 [doi]
• Periodic Guidance LearningLipeng Wan, Xuguang Lan, Xuwei Song, Chuzhen Feng, Nanning Zheng 0001. 77-83 [doi]
• Knowledge Federation: A Unified and Hierarchical Privacy-Preserving AI FrameworkHongYu Li, Dan Meng, Hong Wang, Xiaolin Li. 84-91 [doi]
• Online Markov Blanket Discovery With Streaming FeaturesDianlong You, Ruiqi Li, Miaomiao Sun, Xinju Ou, Shunpan Liang, Fuyong Yuan. 92-99 [doi]
• AHINE: Adaptive Heterogeneous Information Network EmbeddingYucheng Lin, Huiting Hong, Xiaoqing Yang, Pinghua Gong, Zang Li, Jieping Ye. 100-107 [doi]
• Learning Wasserstein Distance-Based Gaussian Graphical Model for Multivariate Time Series ClassificationXuegang Hu, Jianxing Liao, Peipei Li 0001, Junwei Lv, Lei Li 0002. 108-115 [doi]
• Imbalanced Learning for Hospital Readmission Prediction using National Readmission DatabaseShuwen Wang, Magdalyn E. Elkin, Xingquan Zhu. 116-122 [doi]
• Embedding-Based Entity Alignment Using Relation Structural SimilarityYanhui Peng, Jing Zhang, Cangqi Zhou, Jian Xu. 123-130 [doi]
• An Abnormal Data Analysis and Processing Method for Genealogy Graph DatabasesJianxuan Shao, Guliu Liu, Shengwei Ji. 131-136 [doi]
• Unfairness Discovery and Prevention For Few-Shot RegressionChen Zhao, Feng Chen 0001. 137-144 [doi]
• A Roadmap to Domain Knowledge Integration in Machine LearningHimel Das Gupta, Victor S. Sheng. 145-151 [doi]
• Prediction of Financial Big Data Stock Trends Based on Attention MechanismJiannan Chen, Junping Du, Zhe Xue, Feifei Kou. 152-156 [doi]
• BERT-BIGRU-CRF: A Novel Entity Relationship Extraction ModelJianghai Lv, Junping Du, Nan Zhou, Zhe Xue. 157-164 [doi]
• Multi-task Classification Model Based On Multi-modal Glioma DataJialun Li, Yuanyuan Jin, Hao Yu, Xiaoling Wang, Qiyuan Zhuang, Liang Chen. 165-172 [doi]
• B-SPARQL: A typed language for Querying the Big KnowledgeRuqian Lu, Chuanqing Wang, Xikun Huang, Songmao Zhang. 173-180 [doi]
• Entity Spatio-temporal Evolution Summarization in Knowledge GraphsErhe Yang, Fei Hao, Jie Gao, Yulei Wu, Geyong Min. 181-187 [doi]
• Clustering via Meta-path Embedding for Heterogeneous Information NetworksYongjun Zhang, Xiaoping Yang, Liang Wang. 188-194 [doi]
• An Event-Centric Prediction System for COVID-19Xiaoyi Fu, Xu Jiang, Yunfei Qi, Meng Xu, Yuhang Song 0005, Jie Zhang, Xindong Wu 0001. 195-202 [doi]
• Neural Collaborative Recommendation with Knowledge GraphLei Sang, Lei Li. 203-210 [doi]
• Learning Knowledge Embeddings with Prior Weights for Sparse Interaction RecommendationDeqing Yang, Zikai Guo, Yanghua Xiao. 211-218 [doi]
• Scientific Workflow Recommendation Based on Service Knowledge GraphJin Diao, ZhangBing Zhou. 219-226 [doi]
• MM-GAN: 3D MRI Data Augmentation for Medical Image Segmentation via Generative Adversarial NetworksYi Sun, Peisen Yuan, Yuming Sun. 227-234 [doi]
• Dynamic Relation Extraction with A Learnable Temporal Encoding MethodYinghan Shen, Xuhui Jiang, Yuanzhuo Wang, Xiaolong Jin, Xueqi Cheng. 235-242 [doi]
• The Integrated Organization of Data and Knowledge Based on Distributed HashHengli Wang, Yanlei Shang, Xiuquan Qiao. 243-250 [doi]
• Resolving Seemingly Conflicting Fact Statements Caused by Missing TermsLiang Wang, Rongrong Li, Weiyi Meng, Zhiyong Peng. 251-258 [doi]
• Global and Personalized Query Probability for Obfuscation-Based Web SearchHao Wang, Wenyan Liu, Xiaoling Wang, Yingjie Zhang. 259-266 [doi]
• Network Analysis of Technology Stocks using Market CorrelationLukasz Chmielewski, Rafina Amin, Anak Wannaphaschaiyong, Xingquan Zhu. 267-274 [doi]
• Fair Meta-Learning For Few-Shot ClassificationChen Zhao, Changbin Li, Jincheng Li, Feng Chen 0001. 275-282 [doi]
• Dual Graph Embedding for Object-Tag Link Prediction on the Knowledge GraphChenyang Li, Xu Chen, Ya Zhang 0002, Siheng Chen, Dan Lv, Yanfeng Wang. 283-290 [doi]
• Siamese BERT Model with Adversarial Training for Relation ClassificationZhimin Lin, Dajiang Lei, Yuting Han, Guoyin Wang 0001, Wei Deng, Yuan Huang. 291-296 [doi]
• A Robust and Domain-Adaptive Approach for Low-Resource Named Entity RecognitionHoujin Yu, Xian-Ling Mao, Zewen Chi, Wei Wei 0002, Heyan Huang. 297-304 [doi]
• Improving Document-level Relation Extraction via Contextualizing Mention Representations andWeighting Mention PairsPing Jiang, Xian-Ling Mao, Bin-Bin Bian, Heyan Huang. 305-312 [doi]
• Hybrid Framework of Convolution and Recurrent Neural Networks for Text ClassificationShengfei Lyu, Jiaqi Liu. 313-320 [doi]
• Neural Entity Synonym Set Generation using Association Information and Entity ConstraintSubin Huang, Xiangfeng Luo, Jing Huang, Wei Qin, Shengwei Gu. 321-328 [doi]
• Context and Type Enhanced Representation Learning for Relation ExtractionErxin Yu, Yantao Jia, Shang Wang, Fengfu Li, Yi Chang 0001. 329-335 [doi]
• Dynamically Jointing character and word embedding for Chinese text ClassificationXuetao Tang, Xuegang Hu, Pei-Pei Li 0001. 336-343 [doi]
• *Feiliang Ren, Jucheng Li, HuiHui Zhang, Xiaochun Yang. 344-351 [doi]
• Self-Attention and Dynamic Convolution Hybrid Model for Neural Machine TranslationZhebin Zhang, Sai Wu, Gang Chen 0001, Dawei Jiang. 352-359 [doi]
• BaKGraSTeC: A Background Knowledge Graph Based Method for Short Text ClassificationXuhui Jiang, Yinghan Shen, Yuanzhuo Wang, Xiaolong Jin, Xueqi Cheng. 360-366 [doi]
• A Two-Level Noise-Tolerant Model for Relation Extraction with Reinforcement LearningErxin Yu, Yantao Jia, Yuan Tian, Yi Chang 0001. 367-373 [doi]
• Relational Facts Extraction with Splitting MechanismYunzhou Shi, Yujiu Yang. 374-379 [doi]
• Knowledge Base Enhanced Topic ModelingDandan Song, Jingwen Gao, Jinhui Pang, Lejian Liao, Lifei Qin. 380-387 [doi]
• EntityLDA: A Topic Model for Entity Retrieval on Knowledge GraphYu Hong, Suo Feng, Yanghua Xiao. 388-395 [doi]
• PRNSGA-II: A Novel Approach for Influence Maximization and Cost Minimization Based on NSGA-IIFulan Qian, Cunliang Zhu, Xi Chen, Shu Zhao, Yanping Zhang. 396-403 [doi]
• Heterogeneous Dynamic Graph Attention NetworkQiuyan Li, Yanlei Shang, Xiuquan Qiao, Wei Dai. 404-411 [doi]
• GCN-ALP: Addressing Matching Collisions in Anchor Link PredictionHao Gao, Yongqing Wang, Shanshan Lyu, Huawei Shen, Xueqi Cheng. 412-419 [doi]
• SDSK2BERT: Explore the Specific Depth with Specific Knowledge to Compress BERTLifang Ding, Yujiu Yang. 420-425 [doi]
• Decentralized Mining Pool Games in BlockchainZhihuai Chen, Xiaoming Sun, Xiaohan Shan, Jialin Zhang 0001. 426-432 [doi]
• Approximate Single-Peakedness in Large ElectionsZhihuai Chen, Qian Li, Xiaoming Sun, Lirong Xia, Jialin Zhang 0001. 433-440 [doi]
• Relation Extraction with Proactive Domain Adaptation StrategyLingfeng Zhong, Yi Zhu. 441-448 [doi]
• Two-stage Sequential Recommendation via Bidirectional Attentive Behavior Embedding and Long/Short-term IntegrationWendi Ji, Yinglong Sun, Tingwei Chen, Xiaoling Wang. 449-457 [doi]
• Cyber-guided Deep Neural Network for Malicious Repository Detection in GitHubYiming Zhang 0002, Yujie Fan, Shifu Hou, Yanfang Ye, Xusheng Xiao, Pan Li 0001, Chuan Shi, Liang Zhao 0002, Shouhuai Xu. 458-465 [doi]
• Collaborative Adversarial Learning for Relational Learning on Multiple Bipartite GraphsJingchao Su, Xu Chen, Ya Zhang 0002, Siheng Chen, Dan Lv, Chenyang Li. 466-473 [doi]
• Deep Reinforcement Learning for Greenhouse Climate ControlLu Wang, Xiaofeng He, Dijun Luo. 474-480 [doi]
• Adaptive Regularization-Incorporated Latent Factor AnalysisXin Luo, Ye Yuan 0014, Di Wu. 481-488 [doi]
• Robust and Accurate Representation Learning for High-dimensional and Sparse Matrices in Recommender SystemsDi Wu, Gang Lu, Zhicheng Xu. 489-496 [doi]
• TriNE: Network Representation Learning for Tripartite Heterogeneous NetworksZhabiz Gharibshah, Xingquan Zhu. 497-504 [doi]
• PZXG: A Genealogy Data Service Platform for Kinship Management and ApplicationYuwei Peng, Huan Jiang, Rongrong Li, Zhiyong Peng. 505-512 [doi]
• GeLaiGeLai: A visual platform for analysis of Classical Chinese Poetry based on Knowledge GraphYuting Wei, Huazheng Wang, Jiaqi Zhao, Yutong Liu, Yun Zhang, Bin Wu. 513-520 [doi]
• Knowledge Fragment Cleaning in a Genealogy Knowledge GraphGuliu Liu, Lei Li. 521-528 [doi]
• Knowledge Graph for China's GenealogyXindong Wu 0001, Tingting Jiang, Yi Zhu, Chenyang Bu. 529-535 [doi]
• Web Log Analysis in Genealogy SystemXiaojian Liu, Yi Zhu, Shengwei Ji. 536-543 [doi]
• Rule-enhanced Noisy Knowledge Graph Embedding via Low-quality Error DetectionYan Hong, Chenyang Bu, Tingting Jiang. 544-551 [doi]
• Balanced Tree Partitioning with Succinct LogicXindong Wu 0001, Shaojing Sheng, Peng Zhou 0008. 552-559 [doi]
• TCMKG: A Deep Learning Based Traditional Chinese Medicine Knowledge Graph PlatformZiqiang Zheng, Yongguo Liu, Yun Zhang, Chuanbiao Wen. 560-564 [doi]
• Medical Entity Extraction from Health Insurance DocumentsTianling Pu, Qifan Zhang, Junjie Yao, Yingjie Zhang. 565-572 [doi]
• Event Extraction for Criminal Legal TextQingquan Li, Qifan Zhang, Junjie Yao, Yingjie Zhang. 573-580 [doi]
• Causal Extraction from the Literature of Pressure Injury and Risk FactorsSiyi Guo, Liuqi Jin, Jiaoyun Yang, Mengyao Jiang, Lin Han, Ning An. 581-585 [doi]
• Traffic Signal Classification with Cost-Sensitive Deep Learning ModelsTsz Shing Tsoi, Charles Wheelus. 586-592 [doi]
• Drug Drug Interaction Extraction from Chinese Biomedical Literature Using Distant SupervisionJingzhuo Zhang, Weijie Liu 0002, Ping Wang. 593-598 [doi]
• Neural Restaurant-aware Dish RecommendationYuanyuan Jin, Wei Zhang, Mingyou Sun, Xing Luo, Xiaoling Wang. 599-606 [doi]
• Discovering the Most Influential Geo-Social Object Using Location Based Social Network DataPengfei Jin, Zhanyu Liu, Yao Xiao. 607-614 [doi]
• Maintenance of Range Skyline QueryXiaoxue Li, Yuanquan Shi, Xu Zhou, Kenli Li 0001. 615-620 [doi]
• An OpenCV-based Framework for Table Information ExtractionJiayi Yuan, Hongye Li, Meng Wang, Ruyang Liu, Chuanyou Li, Beilun Wang. 621-628 [doi]
• Coreference Resolution Improves Educational Knowledge Graph ConstructionTai Wang, Huan Li. 629-634 [doi]
• FEPF: A knowledge Fusion and Evaluation Method based on Pagerank and Feature SelectionYimu Ji, Kaihang Liu, Shangdong Liu, Shuning Tang, Wan Xiao, Zhengyang Xu, Lin Hu, Yanlan Liu, Qiang Liu. 635-640 [doi]
• Neural Attentive Knowledge Tracing Model for Student Performance PredictionJunrui Zhang, Yun Mo, Changzhi Chen, Xiaofeng He. 641-648 [doi]
• The Short-Term Power Consumption Forecasting Based on the Portrait of Substation AreasRuiyang Jin, Yunlei Lu, Yunhong Wang, Jie Song. 649-653 [doi]