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ORCID23rd DASFAA 2018: Gold Coast, QLD, Australia - Volume 2
- Jian Pei, Yannis Manolopoulos, Shazia W. Sadiq, Jianxin Li
:
Database Systems for Advanced Applications - 23rd International Conference, DASFAA 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings, Part II. Lecture Notes in Computer Science 10828, Springer 2018, ISBN 978-3-319-91457-2
Medical Data Mining
- Lu Wang, Wei Zhang, Xiaofeng He, Hongyuan Zha:
Personalized Prescription for Comorbidity. 3-19 - Kangzhi Zhao, Yong Zhang, Zihao Wang, Hongzhi Yin, Xiaofang Zhou, Jin Wang, Chunxiao Xing:
Modeling Patient Visit Using Electronic Medical Records for Cost Profile Estimation. 20-36 - Xiao Xu, Ying Wang, Tao Jin, Jianmin Wang:
Learning the Representation of Medical Features for Clinical Pathway Analysis. 37-52 - Xinhuan Chen, Yong Zhang, Kangzhi Zhao, Qingcheng Hu, Chunxiao Xing:
Domain Supervised Deep Learning Framework for Detecting Chinese Diabetes-Related Topics. 53-71
Security and Privacy
- Qing Qian, Zhixu Li, Pengpeng Zhao, Wei Chen, Hongzhi Yin, Lei Zhao:
Publishing Graph Node Strength Histogram with Edge Differential Privacy. 75-91 - Yanhui Li, Guoren Wang, Ye Yuan, Xin Cao, Long Yuan, Xuemin Lin:
PrivTS: Differentially Private Frequent Time-Constrained Sequential Pattern Mining. 92-111 - Ningning Cui, Xiaochun Yang, Leixia Wang, Bin Wang, Jianxin Li:
Secure Range Query over Encrypted Data in Outsourced Environments. 112-129 - Wei Yang, Yang Xu, Yiwen Nie, Yao Shen, Liusheng Huang:
TRQED: Secure and Fast Tree-Based Private Range Queries over Encrypted Cloud. 130-146
Search and Information Retrieval
- Zhihui Yang, Jiyang Gong, Chaoying Liu, Yinan Jing, Zhenying He, Kai Zhang, X. Sean Wang:
iExplore: Accelerating Exploratory Data Analysis by Predicting User Intention. 149-165 - Ming Zhong, Ying Wang, Yuanyuan Zhu:
Coverage-Oriented Diversification of Keyword Search Results on Graphs. 166-183 - Feng Liu, Ruiming Tang, Xutao Li, Yunming Ye, Huifeng Guo, Xiuqiang He:
Novel Approaches to Accelerating the Convergence Rate of Markov Decision Process for Search Result Diversification. 184-200 - Zhiqiang Liu, Yan Zhang:
Structures or Texts? A Dynamic Gating Method for Expert Finding in CQA Services. 201-208
Query Processing and Optimizations
- Manish Kesarwani, Akshar Kaul, Gagandeep Singh, Prasad M. Deshpande, Jayant R. Haritsa:
Collusion-Resistant Processing of SQL Range Predicates. 211-227 - Tao Zhu, Donghui Wang, Huiqi Hu, Weining Qian, Xiaoling Wang, Aoying Zhou:
Interactive Transaction Processing for In-Memory Database System. 228-246 - Kaixin Huang, Shengan Zheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang:
An Adaptive Eviction Framework for Anti-caching Based In-Memory Databases. 247-263 - Junchang Xin, Mo Li, Wangzihao Xu, Yizhu Cai, Minhua Lu, Zhiqiong Wang:
Efficient Complex Social Event-Participant Planning Based on Heuristic Dynamic Programming. 264-279
Data Quality and Crowdsourcing
- Yu Qiu, Zijing Tan, Kejia Yang, Weidong Yang, Xiangdong Zhou, Naiwang Guo:
Repairing Data Violations with Order Dependencies. 283-300 - Qian Tao, Yuxiang Zeng, Zimu Zhou, Yongxin Tong, Lei Chen, Ke Xu:
Multi-Worker-Aware Task Planning in Real-Time Spatial Crowdsourcing. 301-317 - Tianyu Zhu, Qi Liu, Zhenya Huang, Enhong Chen, Defu Lian, Yu Su, Guoping Hu:
MT-MCD: A Multi-task Cognitive Diagnosis Framework for Student Assessment. 318-335 - Yanling Cui, Beihong Jin, Fusang Zhang, Tingjian Ge:
Towards Adaptive Sensory Data Fusion for Detecting Highway Traffic Conditions in Real Time. 336-352 - Miika Hannula, Sebastian Link:
On the Interaction of Functional and Inclusion Dependencies with Independence Atoms. 353-369 - Lingli Li, Xu Feng, Hongyu Shao, Jinbao Li:
Source Selection for Inconsistency Detection. 370-385 - Zhao Chen, Peng Cheng, Chen Zhang, Lei Chen:
Effective Solution for Labeling Candidates with a Proper Ration for Efficient Crowdsourcing. 386-394 - Jianwen Xiang, Shu Fang, Dongdong Zhao, Jing Tian, Shengwu Xiong, Dong Li, Chunhui Yang:
Handling Unreasonable Data in Negative Surveys. 395-403
Learning Models
- Kun-Yu Lin, Ling Huang, Chang-Dong Wang, Hong-Yang Chao:
Multi-view Proximity Learning for Clustering. 407-423 - Dengbao Wang, Li Li, Jingyuan Wang, Fei Hu, Xiuzhen Zhang:
Extracting Label Importance Information for Multi-label Classification. 424-439 - Feifei Li, Hongyan Liu, Jun He, Xiaoyong Du:
Exploiting Instance Relationship for Effective Extreme Multi-label Learning. 440-456 - Siyuan Zhang, Yu Rong, Yu Zheng, Hong Cheng, Junzhou Huang:
Exploiting Ranking Consistency Principle in Representation Learning for Location Promotion. 457-473 - Hongjie Lin, Hao Wang, Dongfang Du, Han Wu, Biao Chang, Enhong Chen:
Patent Quality Valuation with Deep Learning Models. 474-490 - Mengmeng Jing, Jingjing Li, Jidong Zhao, Ke Lu:
Learning Distribution-Matched Landmarks for Unsupervised Domain Adaptation. 491-508 - Wen Wang, Wei Zhang, Jun Wang:
Factorization Meets Memory Network: Learning to Predict Activity Popularity. 509-525 - Yanwei Yu, Huaxiu Yao, Hongjian Wang, Xianfeng Tang, Zhenhui Li:
Representation Learning for Large-Scale Dynamic Networks. 526-541 - Zhong Zhang, Zhili Qin, Peiyan Li, Qinli Yang, Junming Shao:
Multi-view Discriminative Learning via Joint Non-negative Matrix Factorization. 542-557 - Xiaoying Wu, Dimitri Theodoratos:
Efficient Discovery of Embedded Patterns from Large Attributed Trees. 558-576 - Yiwen Nie, Shaowei Wang, Wei Yang, Liusheng Huang, Zhenhua Zhao:
Classification Learning from Private Data in Heterogeneous Settings. 577-585
Multimedia Data Processing
- Yanan Xu, Yanyan Shen, Yanmin Zhu, Jiadi Yu:
Fusing Satellite Data and Urban Data for Business Location Selection: A Neural Approach. 589-605 - Luchen Liu, Yang Yang, Mengqiu Hu, Xing Xu, Fumin Shen, Ning Xie, Zi Huang:
Index and Retrieve Multimedia Data: Cross-Modal Hashing by Learning Subspace Relation. 606-621 - Hanfang Yang, Xiangdong Zhou, Lan Lin, Bo Yao, Zijing Tan, Haocheng Tang, Yingjie Tian:
Deep Sparse Informative Transfer SoftMax for Cross-Domain Image Classification. 622-637 - Haijun Zhang, Yuzhu Ji, Wang Huang, Linlin Liu:
Sitcom-Stars Oriented Video Advertising via Clothing Retrieval. 638-646
Distributed Computing
- Jinwei Guo, Peng Cai, Bing Xiao, Weining Qian, Aoying Zhou:
Efficient Snapshot Isolation in Paxos-Replicated Database Systems. 649-665 - Fangyu Gai, Baosheng Wang, Wenping Deng, Wei Peng:
Proof of Reputation: A Reputation-Based Consensus Protocol for Peer-to-Peer Network. 666-681 - Huichao Duan, Huiqi Hu, Weining Qian, Haixin Ma, Xiaoling Wang, Aoying Zhou:
Incremental Materialized View Maintenance on Distributed Log-Structured Merge-Tree. 682-700 - Kankan Zhao, Jing Zhang, Liangfu Zhang, Cuiping Li, Hong Chen:
CDSFM: A Circular Distributed SGLD-Based Factorization Machines. 701-709
Industrial Track
- Zhiqiang Zhang, Chaochao Chen, Jun Zhou, Xiaolong Li:
An Industrial-Scale System for Heterogeneous Information Card Ranking in Alipay. 713-724 - Qingzhong Meng, Xuan Zhou, Shan Wang, Haiyan Huang, Xiaoli Liu:
A Twin-Buffer Scheme for High-Throughput Logging. 725-737 - Xuanyu Bai, Jianguo Yao, Mingxuan Yuan, Jia Zeng, Haibing Guan:
Qualitative Instead of Quantitative: Towards Practical Data Analysis Under Differential Privacy. 738-751 - Nhi N. Y. Vo, Shaowu Liu, James Brownlow, Charles Chu, Ben Culbert, Guandong Xu:
Client Churn Prediction with Call Log Analysis. 752-763 - Wenjing Fang, Jun Zhou, Xiaolong Li, Kenny Q. Zhu:
Unpack Local Model Interpretation for GBDT. 764-775 - James Brownlow, Charles Chu, Bin Fu, Guandong Xu, Ben Culbert, Qinxue Meng:
Cost-Sensitive Churn Prediction in Fund Management Services. 776-788
Demonstration Track
- Xin Wang, Huayi Zhan, Lan Yang, Zonghai Li, Jiying Zhong, Liang Zhao, Rui Sun, Bin Tan:
A Movie Search System with Natural Language Queries. 791-796 - Lin Mu, Peiquan Jin, Lizhou Zheng, En-Hong Chen:
EventSys: Tracking Event Evolution on Microblogging Platforms. 797-801 - Xiaotong Wang, Cheng Jiang, Junhua Fang, Xiangfeng Wang, Rong Zhang:
AdaptMX: Flexible Join-Matrix Streaming System for Distributed Theta-Joins. 802-806 - Douglas Alves Peixoto, Xiaofang Zhou, Nguyen Quoc Viet Hung, Dan He, Bela Stantic:
A System for Spatial-Temporal Trajectory Data Integration and Representation. 807-812 - Ji Zhang, Leonard Tan, Xiaohui Tao, Xiaoyao Zheng, Yonglong Luo, Jerry Chun-Wei Lin:
SLIND: Identifying Stable Links in Online Social Networks. 813-816 - Chunyi Zhou, Yuanyuan Jin, Kai Zhang, Jiahao Yuan, Shengyuan Li, Xiaoling Wang:
MusicRoBot: Towards Conversational Context-Aware Music Recommender System. 817-820 - Zhongsheng Li, Qiuhong Li, Wei Wang, Qitong Wang, Fengbin Qi, Yimin Liu, Peng Wang:
HDUMP: A Data Recovery Tool for Hadoop. 821-824 - Zhongsheng Li, Qiuhong Li, Yimin Liu, Wei Wang, Fengbin Qi, Mingmin Chi, Yitong Wang:
Modeling and Evaluating MID1 ICAL Pipeline on Spark. 825-828
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