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ORCID24th DASFAA 2019: Chiang Mai, Thailand - Volume 1
- Guoliang Li, Jun Yang, João Gama, Juggapong Natwichai, Yongxin Tong:
Database Systems for Advanced Applications - 24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11446, Springer 2019, ISBN 978-3-030-18575-6
Big Data
- Guangjun Wu, Xiaochun Yun, Shupeng Wang, Ge Fu, Chao Li, Yong Liu, Binbin Li, Yong Wang, Zhihui Zhao:
Accelerating Real-Time Tracking Applications over Big Data Stream with Constrained Space. 3-18 - Chen Yang, Zhihui Du
, Xiaofeng Meng, Yongjie Du, Zhiqiang Duan:
A Frequency Scaling Based Performance Indicator Framework for Big Data Systems. 19-35 - Wei Zhou, Jingli Wang, Junyu Lin, Jiacheng Li, Jizhong Han, Songlin Hu:
A Time-Series Sockpuppet Detection Method for Dynamic Social Relationships. 36-51 - Liang Li, Gang Wu, Guoren Wang, Ye Yuan:
Accelerating Hybrid Transactional/Analytical Processing Using Consistent Dual-Snapshot. 52-69 - Xiao-Jian Jiang, Xianling Mao, Bo-Si Feng, Xiaochi Wei, Bin-Bin Bian, Heyan Huang:
HSDS: An Abstractive Model for Automatic Survey Generation. 70-86 - Shen Liang, Yanchun Zhang, Jiangang Ma:
PU-Shapelets: Towards Pattern-Based Positive Unlabeled Classification of Time Series. 87-103
Clustering and Classification
- Chao Han, Lei Duan, Zhangxi Lin, Ruiqi Qin, Peng Zhang, Jyrki Nummenmaa:
Discovering Relationship Patterns Among Associated Temporal Event Sequences. 107-123 - Hua Yuan, Yu Qian, Mengna Bai:
Efficient Mining of Event Periodicity in Data Series. 124-139 - Prince Hamandawana, Ronnie Mativenga, Se Jin Kwon, Tae-Sun Chung:
EPPADS: An Enhanced Phase-Based Performance-Aware Dynamic Scheduler for High Job Execution Performance in Large Scale Clusters. 140-156 - Lin Zhu, Xu Sun, Zijing Tan, Kejia Yang, Weidong Yang, Xiangdong Zhou, Yingjie Tian:
Incremental Discovery of Order Dependencies on Tuple Insertions. 157-174 - Man-Sheng Chen, Ling Huang, Chang-Dong Wang, Dong Huang:
Multi-view Spectral Clustering via Multi-view Weighted Consensus and Matrix-Decomposition Based Discretization. 175-190 - Zixin Ye, Wen Hua, Liwei Wang, Xiaofang Zhou:
SIRCS: Slope-intercept-residual Compression by Correlation Sequencing for Multi-stream High Variation Data. 191-206
Crowdsourcing
- Donghui Wang, Peng Cai, Weining Qian, Aoying Zhou:
Fast Quorum-Based Log Replication and Replay for Fast Databases. 209-226 - Xiaochen Yang, Ming Xu, Shaojing Fu, Yuchuan Luo:
PDCS: A Privacy-Preserving Distinct Counting Scheme for Mobile Sensing. 227-243 - Yang Wang, Junwei Lu, Jingxiao Chen, Xiaofeng Gao, Guihai Chen:
Reinforced Reliable Worker Selection for Spatial Crowdsensing Networks. 244-259 - Dongjun Zhai, An Liu, Shicheng Chen, Zhixu Li, Xiangliang Zhang:
SeqST-ResNet: A Sequential Spatial Temporal ResNet for Task Prediction in Spatial Crowdsourcing. 260-275 - Zhong Zhang, Chongming Gao, Chongzhi Liu, Qinli Yang, Junming Shao:
Towards Robust Arbitrarily Oriented Subspace Clustering. 276-291 - Baoyi An, Mingjun Xiao, An Liu, Guoju Gao, Hui Zhao:
Truthful Crowdsensed Data Trading Based on Reverse Auction and Blockchain. 292-309
Data Integration
- Yuehui Wang, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Xiangliang Zhang, Maozu Guo:
Selective Matrix Factorization for Multi-relational Data Fusion. 313-329 - Yang Yang, Wenjie Zhang, Ying Zhang, Xuemin Lin, Liping Wang:
Selectivity Estimation on Set Containment Search. 330-349 - Yijun Duan, Adam Jatowt, Sourav S. Bhowmick, Masatoshi Yoshikawa:
Typicality-Based Across-Time Mapping of Entity Sets in Document Archives. 350-366 - Fuzhen He, Zhixu Li, Qiang Yang, An Liu, Guanfeng Liu, Pengpeng Zhao, Lei Zhao, Min Zhang, Zhigang Chen:
Unsupervised Entity Alignment Using Attribute Triples and Relation Triples. 367-382 - Chenfei Zhao, Hengliang Wang, Yuan Li, Kedian Mu:
Combining Meta-Graph and Attention for Recommendation over Heterogenous Information Network. 383-397 - Jiehuan Luo, Xin Cao, Qiang Qu, Yaqiong Liu:
Efficient Search of the Most Cohesive Co-located Community in Attributed Networks. 398-415
Embedding
- Haopeng Ren, ZeQuan Zeng, Yi Cai, Qing Du, Qing Li, Haoran Xie:
A Weighted Word Embedding Model for Text Classification. 419-434 - Yaping Wang, Pengfei Jiao, Wenjun Wang, Chunyu Lu, Hongtao Liu, Bo Wang:
Bipartite Network Embedding via Effective Integration of Explicit and Implicit Relations. 435-451 - Qi Li, Jiang Zhong, Qing Li, Zehong Cao, Chen Wang:
Enhancing Network Embedding with Implicit Clustering. 452-467 - Longcan Wu, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu:
MDAL: Multi-task Dual Attention LSTM Model for Semi-supervised Network Embedding. 468-483 - Shaofeng Xu, Yun Xiong, Xiangnan Kong, Yangyong Zhu:
Net2Text: An Edge Labelling Language Model for Personalized Review Generation. 484-500 - Yuan Su, Xi Zhang, Senzhang Wang, Binxing Fang, Tianle Zhang, Philip S. Yu:
Understanding Information Diffusion via Heterogeneous Information Network Embeddings. 501-516
Graphs
- Faming Li, Zhaonian Zou, Jianzhong Li, Yingshu Li, Yubiao Chen:
Distributed Parallel Structural Hole Detection on Big Graphs. 519-535 - Yun Xiong, Yao Zhang, Hanjie Fu, Wei Wang, Yangyong Zhu, Philip S. Yu:
DynGraphGAN: Dynamic Graph Embedding via Generative Adversarial Networks. 536-552 - Xiaoying Wu, Dimitri Theodoratos, Dimitrios Skoutas, Michael Lan:
Evaluating Mixed Patterns on Large Data Graphs Using Bitmap Views. 553-570 - Zhen Peng, Minnan Luo, Jundong Li, Chen Chen, Qinghua Zheng:
Heterogeneous Information Network Hashing for Fast Nearest Neighbor Search. 571-586 - Yanda Wang, Weitong Chen, Bohan Li, Robert Boots:
Learning Fine-Grained Patient Similarity with Dynamic Bayesian Network Embedded RNNs. 587-603 - Xudong Wu, Long Yuan, Xuemin Lin, Shiyu Yang, Wenjie Zhang:
Towards Efficient k-TriPeak Decomposition on Large Graphs. 604-621
Knowledge Graph
- Rohan Banerjee, Sailaja Rajanala, Manish Singh:
Evaluating the Choice of Tags in CQA Sites. 625-640 - Yinuo Li, Zhiyuan Shao, Dongxiao Yu, Xiaofei Liao, Hai Jin:
Fast Maximal Clique Enumeration for Real-World Graphs. 641-658 - Ruijie Wang, Meng Wang, Jun Liu, Weitong Chen, Michael Cochez, Stefan Decker:
Leveraging Knowledge Graph Embeddings for Natural Language Question Answering. 659-675 - Jiapeng Li, Wei Chen, Binbin Gu, Junhua Fang, Zhixu Li, Lei Zhao:
Measuring Semantic Relatedness with Knowledge Association Network. 676-691 - Zitai Chen, Tongzhao Cai, Chuan Chen, Zibin Zheng, Guohui Ling:
SINE: Side Information Network Embedding. 692-708 - Xinyu Wang, Ying Zhang, Xiaoling Wang, Jin Chen:
A Knowledge Graph Enhanced Topic Modeling Approach for Herb Recommendation. 709-724 - San Kim, Xiuxing Li, Kaiyu Li, Jianhua Feng, Yan Huang, Songfan Yang:
Knowledge Base Error Detection with Relation Sensitive Embedding. 725-741 - Xintong Guo, Hong Gao, Zhaonian Zou:
Leon: A Distributed RDF Engine for Multi-query Processing. 742-759 - Tianyu Zhao, Yan Huang, Songfan Yang, Yuyu Luo, Jianhua Feng, Yong Wang, Haitao Yuan, Kang Pan, Kaiyu Li, Haoda Li, Fu Zhu:
MathGraph: A Knowledge Graph for Automatically Solving Mathematical Exercises. 760-776 - Qinyong Wang, Hongzhi Yin, Weiqing Wang, Zi Huang, Guibing Guo, Quoc Viet Hung Nguyen:
Multi-hop Path Queries over Knowledge Graphs with Neural Memory Networks. 777-794 - Guangyi Lv, Shuai Wang, Bing Liu, Enhong Chen, Kun Zhang:
Sentiment Classification by Leveraging the Shared Knowledge from a Sequence of Domains. 795-811
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