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35th ICDE 2019: Macao, China
- 35th IEEE International Conference on Data Engineering, ICDE 2019, Macao, China, April 8-11, 2019. IEEE 2019, ISBN 978-1-5386-7474-1
- Michael J. Carey:
AsterixDB Mid-Flight: A Case Study in Building Systems in Academia. 1-12 - Jianjun Chen, Yu Chen, Zhibiao Chen, Ahmad Ghazal, Guoliang Li, Sihao Li, Weijie Ou, Yang Sun, Mingyi Zhang, Minqi Zhou:
Data Management at Huawei: Recent Accomplishments and Future Challenges. 13-24 - Xin Luna Dong:
Building a Broad Knowledge Graph for Products. 25 - Luigi Bellomarini, Daniele Fakhoury, Georg Gottlob, Emanuel Sallinger:
Knowledge Graphs and Enterprise AI: The Promise of an Enabling Technology. 26-37 - Jian Pei
:
Is There a Data Science and Engineering Brain Drain? If So, How Can We Rebalance Them? 38-39 - Qi Song, Mohammad Hossein Namaki, Yinghui Wu:
Answering Why-Questions for Subgraph Queries in Multi-attributed Graphs. 40-51 - Dong Wen
Enumerating k-Vertex Connected Components in Large Graphs. 52-63 - Bohua Yang
Index-Based Optimal Algorithm for Computing K-Cores in Large Uncertain Graphs. 64-75 - Weiguo Zheng, Chengzhi Piao, Hong Cheng, Jeffrey Xu Yu:
Computing a Near-Maximum Independent Set in Dynamic Graphs. 76-87 - Lu Chen
Contextual Community Search Over Large Social Networks. 88-99 - Jinkun Geng, Dan Li, Shuai Wang:
Rima: An RDMA-Accelerated Model-Parallelized Solution to Large-Scale Matrix Factorization. 100-111 - Peng Peng, Lei Zou, Runyu Guan:
Accelerating Partial Evaluation in Distributed SPARQL Query Evaluation. 112-123 - Faisal Nawab, Mohammad Sadoghi
Blockplane: A Global-Scale Byzantizing Middleware. 124-135 - Zhaokang Wang, Rong Gu, Weiwei Hu, Chunfeng Yuan, Yihua Huang:
BENU: Distributed Subgraph Enumeration with Backtracking-Based Framework. 136-147 - Vitor Enes
Efficient Synchronization of State-Based CRDTs. 148-159 - Aoqian Zhang, Shaoxu Song
Learning Individual Models for Imputation. 160-171 - Mostafa Milani, Zheng Zheng, Fei Chiang:
CurrentClean: Spatio-Temporal Cleaning of Stale Data. 172-183 - Nan Zheng, Abdussalam Alawini, Zachary G. Ives:
Fine-Grained Provenance for Matching & ETL. 184-195 - Dong Deng, Wenbo Tao, Ziawasch Abedjan
Unsupervised String Transformation Learning for Entity Consolidation. 196-207 - Shrinu Kushagra, Hemant Saxena, Ihab F. Ilyas, Shai Ben-David:
A Semi-Supervised Framework of Clustering Selection for De-Duplication. 208-219 - Shixuan Sun, Qiong Luo
Scaling Up Subgraph Query Processing with Efficient Subgraph Matching. 220-231 - Shixuan Sun, Yulin Che, Lipeng Wang, Qiong Luo
Efficient Parallel Subgraph Enumeration on a Single Machine. 232-243 - Stephan Mennicke
Fast Dual Simulation Processing of Graph Database Queries. 244-255 - Lu Chen, Yunjun Gao, Yuanliang Zhang, Christian S. Jensen
Efficient and Incremental Clustering Algorithms on Star-Schema Heterogeneous Graphs. 256-267 - Zijian Li
G*-Tree: An Efficient Spatial Index on Road Networks. 268-279 - Zhen Wang
DBSVEC: Density-Based Clustering Using Support Vector Expansion. 280-291 - Jiayuan He
A Joint Context-Aware Embedding for Trip Recommendations. 292-303 - Tong Chen
AIR: Attentional Intention-Aware Recommender Systems. 304-315 - Kyung-Jae Cho, Yeon-Chang Lee
No, That's Not My Feedback: TV Show Recommendation Using Watchable Interval. 316-327 - Zengjian Chen, Jiayi Liu, Yihe Deng, Kun He, John E. Hopcroft:
Adaptive Wavelet Clustering for Highly Noisy Data. 328-337 - Yueji Yang, Divyakant Agrawal, H. V. Jagadish, Anthony K. H. Tung
An Efficient Parallel Keyword Search Engine on Knowledge Graphs. 338-349 - Fan Xia, Bin Yang
Towards Longitudinal Analytics on Social Media Data. 350-361 - Dong Deng, Chengcheng Yang, Shuo Shang, Fan Zhu, Li Liu, Ling Shao
LCJoin: Set Containment Join via List Crosscutting. 362-373 - Christopher Baik, H. V. Jagadish, Yunyao Li:
Bridging the Semantic Gap with SQL Query Logs in Natural Language Interfaces to Databases. 374-385 - Jin Wang, Chunbin Lin, Carlo Zaniolo:
MF-Join: Efficient Fuzzy String Similarity Join with Multi-level Filtering. 386-397 - Shixun Huang
Finding Temporal Influential Users Over Evolving Social Networks. 398-409 - Tung-Chun Chang
Seed Selection and Social Coupon Allocation for Redemption Maximization in Online Social Networks. 410-421 - Zhiwei Zhang, Xin Huang
Keyword-Centric Community Search. 422-433 - Fangda Guo
Cohesive Group Nearest Neighbor Queries Over Road-Social Networks. 434-445 - Yuchen Li
Maximizing Multifaceted Network Influence. 446-457 - Yang Yang
GB-KMV: An Augmented KMV Sketch for Approximate Containment Similarity Search. 458-469 - Neha Sengupta, Amitabha Bagchi, Maya Ramanath, Srikanta Bedathur:
ARROW: Approximating Reachability Using Random Walks Over Web-Scale Graphs. 470-481 - Matthaios Olma, Odysseas Papapetrou
Taster: Self-Tuning, Elastic and Online Approximate Query Processing. 482-493 - Shanshan Han, Hongzhi Wang, Jialin Wan, Jianzhong Li:
An Iterative Scheme for Leverage-Based Approximate Aggregation. 494-505 - Zhipeng Cai
Deletion Propagation for Multiple Key Preserving Conjunctive Queries: Approximations and Complexity. 506-517 - Zahi Ajami, Sara Cohen
Enumerating Minimal Weight Set Covers. 518-529 - Daniel Deutch, Nave Frost:
Constraints-Based Explanations of Classifications. 530-541 - Tsz Nam Chan
KARL: Fast Kernel Aggregation Queries. 542-553 - Abolfazl Asudeh, Zhongjun Jin, H. V. Jagadish:
Assessing and Remedying Coverage for a Given Dataset. 554-565 - Hongzhi Yin
Social Influence-Based Group Representation Learning for Group Recommendation. 566-577 - Xiaolan Wang, Xin Luna Dong, Yang Li, Alexandra Meliou
MIDAS: Finding the Right Web Sources to Fill Knowledge Gaps. 578-589 - Hongxu Chen
Exploiting Centrality Information with Graph Convolutions for Network Representation Learning. 590-601 - Pranali Yawalkar, Sayan Ranu:
Route Recommendations on Road Networks for Arbitrary User Preference Functions. 602-613 - Yongqi Zhang, Quanming Yao
NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding. 614-625 - Songrui Wu, Qi Li, Guoliang Li, Dong Yuan, Xingliang Yuan, Cong Wang:
ServeDB: Secure, Verifiable, and Efficient Range Queries on Outsourced Database. 626-637 - Ning Wang, Xiaokui Xiao
Collecting and Analyzing Multidimensional Data with Local Differential Privacy. 638-649 - Sharad Mehrotra, Shantanu Sharma
Partitioned Data Security on Outsourced Sensitive and Non-Sensitive Data. 650-661 - Xinyu Lei, Alex X. Liu, Rui Li, Guan-Hua Tu
SecEQP: A Secure and Efficient Scheme for SkNN Query Problem Over Encrypted Geodata on Cloud. 662-673 - Florian Hahn, Nicolas Loza, Florian Kerschbaum:
Joins Over Encrypted Data with Fine Granular Security. 674-685 - Satoru Watanabe, Kazuhisa Fujimoto, Yuji Saeki, Yoshifumi Fujikawa, Hiroshi Yoshino:
Column-Oriented Database Acceleration Using FPGAs. 686-697 - Panagiotis Sioulas, Periklis Chrysogelos, Manos Karpathiotakis, Raja Appuswamy
Hardware-Conscious Hash-Joins on GPUs. 698-709 - Zechao Shang, Jeffrey Xu Yu, Zhiwei Zhang:
TuFast: A Lightweight Parallelization Library for Graph Analytics. 710-721 - Yunpeng Chai, Yanfeng Chai, Xin Wang, Haocheng Wei, Ning Bao, Yushi Liang:
LDC: A Lower-Level Driven Compaction Method to Optimize SSD-Oriented Key-Value Stores. 722-733 - Dominik Durner, Thomas Neumann:
No False Negatives: Accepting All Useful Schedules in a Fast Serializable Many-Core System. 734-745 - Jiafeng Hu, Reynold Cheng
Discovering Maximal Motif Cliques in Large Heterogeneous Information Networks. 746-757 - Pinghui Wang, Peng Jia, Yiyan Qi, Yu Sun, Jing Tao, Xiaohong Guan:
REPT: A Streaming Algorithm of Approximating Global and Local Triangle Counts in Parallel. 758-769 - Xueqin Chen
Information Diffusion Prediction via Recurrent Cascades Convolution. 770-781 - Xuanming Liu, Tingjian Ge, Yinghui Wu:
Finding Densest Lasting Subgraphs in Dynamic Graphs: A Stochastic Approach. 782-793 - Alvis Logins
Multicapacity Facility Selection in Networks. 794-805 - Ji Zhang, Wenlu Wang, Xunfei Jiang
An MBR-Oriented Approach for Efficient Skyline Query Processing. 806-817 - Daichi Amagata
Dynamic Set kNN Self-Join. 818-829 - Dean De Leo, Peter A. Boncz:
Packed Memory Arrays - Rewired. 830-841 - Ce Zhang, Cheng Xu
GEM^2-Tree: A Gas-Efficient Structure for Authenticated Range Queries in Blockchain. 842-853 - Thomas Hütter
Effective Filters and Linear Time Verification for Tree Similarity Joins. 854-865 - Jiaye Wu, Peng Wang, Ningting Pan, Chen Wang, Wei Wang, Jianmin Wang
KV-Match: A Subsequence Matching Approach Supporting Normalization and Time Warping. 866-877 - Chen Zhang, Ying Zhang
Efficient Maximal Spatial Clique Enumeration. 878-889 - Lisi Chen, Shuo Shang, Kai Zheng, Panos Kalnis
Cluster-Based Subscription Matching for Geo-Textual Data Streams. 890-901 - Lei Li
Time-Dependent Hop Labeling on Road Network. 902-913 - Ye Yuan, Xiang Lian
Weight-Constrained Route Planning Over Time-Dependent Graphs. 914-925 - Qixu Gong, Huiping Cao
Skyline Queries Constrained by Multi-cost Transportation Networks. 926-937 - Xiangmin Zhou, Dong Qin, Xiaolu Lu, Lei Chen, Yanchun Zhang:
Online Social Media Recommendation Over Streams. 938-949 - Xueling Lin, Lei Chen:
Canonicalization of Open Knowledge Bases with Side Information from the Source Text. 950-961 - Yongkun Li, Zhiyong Wu, Shuai Lin, Hong Xie, Min Lv, Yinlong Xu, John C. S. Lui:
Walking with Perception: Efficient Random Walk Sampling via Common Neighbor Awareness. 962-973 - Tova Milo, Amit Somech
SimMeme: A Search Engine for Internet Memes. 974-985 - Junye Yang, Yong Zhang, Xiaofang Zhou
A Hierarchical Framework for Top-k Location-Aware Error-Tolerant Keyword Search. 986-997 - Zeyi Wen
2ED: An Efficient Entity Extraction Algorithm Using Two-Level Edit-Distance. 998-1009 - Yusra Ibrahim, Mirek Riedewald, Gerhard Weikum, Demetrios Zeinalipour-Yazti:
Bridging Quantities in Tables and Text. 1010-1021 - Yi Xu, Yongxin Tong
An Efficient Insertion Operator in Dynamic Ridesharing Services. 1022-1033 - Libin Zheng, Peng Cheng
Auction-Based Order Dispatch and Pricing in Ridesharing. 1034-1045 - Ningning Cui, Jianxin Li
When Geo-Text Meets Security: Privacy-Preserving Boolean Spatial Keyword Queries. 1046-1057 - Fengmei Jin
Moving Object Linking Based on Historical Trace. 1058-1069 - Shangwei Guo
ImageProof: Enabling Authentication for Large-Scale Image Retrieval. 1070-1081 - Youhuan Li, Lei Zou, M. Tamer Özsu
Time Constrained Continuous Subgraph Search Over Streaming Graphs. 1082-1093 - Pinghui Wang, Peng Jia, Xiangliang Zhang
Utilizing Dynamic Properties of Sharing Bits and Registers to Estimate User Cardinalities Over Time. 1094-1105 - Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang
Tracking Influential Nodes in Time-Decaying Dynamic Interaction Networks. 1106-1117 - Xiangyang Gou, Lei Zou, Chenxingyu Zhao, Tong Yang:
Fast and Accurate Graph Stream Summarization. 1118-1129 - Hongchao Qin
Mining Periodic Cliques in Temporal Networks. 1130-1141 - Tong Yang, Dongsheng Yang, Jie Jiang, Siang Gao, Bin Cui
Coloring Embedder: A Memory Efficient Data Structure for Answering Multi-set Query. 1142-1153 - Ji Cheng, Da Yan, Xiaotian Hao, Wilfred Ng:
Mining Order-Preserving Submatrices Under Data Uncertainty: A Possible-World Approach. 1154-1165 - Olha Horlova, Abdulrahman Kaitoua, Volker Markl, Stefano Ceri:
Multi-Dimensional Genomic Data Management for Region-Preserving Operations. 1166-1177 - Rong-Hua Li, Qiangqiang Dai, Guoren Wang, Zhong Ming, Lu Qin
Improved Algorithms for Maximal Clique Search in Uncertain Networks. 1178-1189 - Raul Castro Fernandez, Jisoo Min, Demitri Nava, Samuel Madden:
Lazo: A Cardinality-Based Method for Coupled Estimation of Jaccard Similarity and Containment. 1190-1201 - Liang Zhang, Noura Alghamdi, Mohamed Y. Eltabakh, Elke A. Rundensteiner:
TARDIS: Distributed Indexing Framework for Big Time Series Data. 1202-1213 - Chunwei Liu
Mostly Order Preserving Dictionaries. 1214-1225 - Dagang Li
Multi-copy Cuckoo Hashing. 1226-1237 - Rainer Schlosser
Efficient Scalable Multi-attribute Index Selection Using Recursive Strategies. 1238-1249 - Firas Abuzaid, Geet Sethi, Peter Bailis, Matei Zaharia
To Index or Not to Index: Optimizing Exact Maximum Inner Product Search. 1250-1261 - Haitao Yuan, Guoliang Li:
Distributed In-memory Trajectory Similarity Search and Join on Road Network. 1262-1273 - Jilin Hu
Stochastic Weight Completion for Road Networks Using Graph Convolutional Networks. 1274-1285 - Daichi Amagata
Identifying the Most Interactive Object in Spatial Databases. 1286-1297 - Dan He, Sibo Wang
An Efficient Framework for Correctness-Aware kNN Queries on Road Networks. 1298-1309 - Siqiang Luo
MPR - A Partitioning-Replication Framework for Multi-Processing kNN Search on Road Networks. 1310-1321 - Sha Zhao, Zhiling Luo, Ziwen Jiang, Haiyan Wang, Feng Xu, Shijian Li, Jianwei Yin, Gang Pan:
AppUsage2Vec: Modeling Smartphone App Usage for Prediction. 1322-1333 - Preethi Lahoti, Krishna P. Gummadi
iFair: Learning Individually Fair Data Representations for Algorithmic Decision Making. 1334-1345 - Keyu Yang
DBSCAN-MS: Distributed Density-Based Clustering in Metric Spaces. 1346-1357 - Di Yao, Gao Cong, Chao Zhang
Computing Trajectory Similarity in Linear Time: A Generic Seed-Guided Neural Metric Learning Approach. 1358-1369 - Debjyoti Paul, Yanqing Peng
Bursty Event Detection Throughout Histories. 1370-1381 - Yanlei Yu, Zhiwu Lu
RUM: Network Representation Learning Using Motifs. 1382-1393 - Tong Yang, Haowei Zhang, Dongsheng Yang, Yucheng Huang, Xiaoming Li:
Finding Significant Items in Data Streams. 1394-1405 - Ning Liu, Pan Lu, Wei Zhang, Jianyong Wang:
Knowledge-Aware Deep Dual Networks for Text-Based Mortality Prediction. 1406-1417 - Zhuoyi Wang, Zelun Kong, Swarup Chandra, Hemeng Tao, Latifur Khan
Robust High Dimensional Stream Classification with Novel Class Detection. 1418-1429 - Sihang Jiang, Jiaqing Liang, Yanghua Xiao, Haihong Tang, Hai-Kuan Huang, Jun Tan:
Towards the Completion of a Domain-Specific Knowledge Base with Emerging Query Terms. 1430-1441 - Peng Cheng
Cooperation-Aware Task Assignment in Spatial Crowdsourcing. 1442-1453 - Zhao Chen, Peng Cheng
Minimizing Maximum Delay of Task Assignment in Spatial Crowdsourcing. 1454-1465 - Michael R. Anderson, Michael J. Cafarella, Germán Ros, Thomas F. Wenisch:
Physical Representation-Based Predicate Optimization for a Visual Analytics Database. 1466-1477 - Yansheng Wang, Yongxin Tong
Adaptive Dynamic Bipartite Graph Matching: A Reinforcement Learning Approach. 1478-1489 - Alexander Renz-Wieland, Matthias Bertsch, Rainer Gemulla
Scalable Frequent Sequence Mining with Flexible Subsequence Constraints. 1490-1501 - Qihao Shi, Can Wang, Deshi Ye, Jiawei Chen, Yan Feng, Chun Chen:
Adaptive Influence Blocking: Minimizing the Negative Spread by Observation-Based Policies. 1502-1513 - Harry Kai-Ho Chan
Fraction-Score: A New Support Measure for Co-location Pattern Mining. 1514-1525 - Ziheng Wei
Discovery and Ranking of Functional Dependencies. 1526-1537 - Lin Ning
Adaptive Deep Reuse: Accelerating CNN Training on the Fly. 1538-1549 - Yeounoh Chung, Tim Kraska, Neoklis Polyzotis, Ki Hyun Tae, Steven Euijong Whang:
Slice Finder: Automated Data Slicing for Model Validation. 1550-1553 - Chen Gao, Xiangnan He, Dahua Gan, Xiangning Chen, Fuli Feng, Yong Li, Tat-Seng Chua, Depeng Jin:
Neural Multi-task Recommendation from Multi-behavior Data. 1554-1557 - Peng Han, Shuo Shang, Aixin Sun
AUC-MF: Point of Interest Recommendation with AUC Maximization. 1558-1561 - Siqiang Luo
Efficient Batch One-Hop Personalized PageRanks. 1562-1565 - Stefan Sprenger, Patrick Schäfer, Ulf Leser:
BB-Tree: A Main-Memory Index Structure for Multidimensional Range Queries. 1566-1569 - Jonathan Berant, Daniel Deutch, Amir Globerson, Tova Milo, Tomer Wolfson:
Explaining Queries Over Web Tables to Non-experts. 1570-1573 - Zhaoyue Cheng, Nick Koudas:
Nonlinear Models Over Normalized Data. 1574-1577 - Yuyang Dong, Hanxiong Chen, Hiroyuki Kitagawa
Continuous Search on Dynamic Spatial Keyword Objects. 1578-1581 - Sara Farazi, Davood Rafiei:
Top-K Frequent Term Queries on Streaming Data. 1582-1585 - Panagiotis Nikitopoulos, Georgios A. Sfyris, Akrivi Vlachou, Christos Doulkeridis, Orestis Telelis:
Parallel and Distributed Processing of Reverse Top-k Queries. 1586-1589 - Hemant Saxena, Lukasz Golab, Ihab F. Ilyas:
Distributed Discovery of Functional Dependencies. 1590-1593 - Saheli Ghosh, Ahmed Eldawy
AID: An Adaptive Image Data Index for Interactive Multilevel Visualization. 1594-1597 - Jianyu Yang, Xiang Cheng, Sen Su, Rui Chen, Qiyu Ren, Yuhan Liu:
Collecting Preference Rankings Under Local Differential Privacy. 1598-1601 - Abdulrahman Kaitoua, Tilmann Rabl, Asterios Katsifodimos, Volker Markl:
Muses: Distributed Data Migration System for Polystores. 1602-1605 - Yang Cao
PriSTE: From Location Privacy to Spatiotemporal Event Privacy. 1606-1609 - Jianqiu Xu, Zhifeng Bao
Continuous Range Queries Over Multi-attribute Trajectories. 1610-1613 - Rui Li, Alex X. Liu, Ying Liu, Huanle Xu, Huaqiang Yuan:
Insecurity and Hardness of Nearest Neighbor Queries Over Encrypted Data. 1614-1617 - Farhan Khawar, Nevin L. Zhang:
Modeling Multidimensional User Preferences for Collaborative Filtering. 1618-1621 - Peng Cheng
A Queueing-Theoretic Framework for Vehicle Dispatching in Dynamic Car-Hailing. 1622-1625 - Peng Cheng
Maximizing the Utility in Location-Based Mobile Advertising. 1626-1629 - Bikash Chandra, Ananyo Banerjee, Udbhas Hazra, Mathew Joseph, S. Sudarshan:
Automated Grading of SQL Queries. 1630-1633 - Valentin Clement, Thomas Heinis:
Parameter Discovery in Unsupervised Clustering. 1634-1637 - Feifei Kou, Zimu Zhou, Hao Cheng, Junping Du, Yexuan Shi
Interaction-Aware Arrangement for Event-Based Social Networks. 1638-1641 - Sebastian Kruse, Zoi Kaoudi
Optimizing Cross-Platform Data Movement. 1642-1645 - Youcef Djenouri
Highly Efficient Pattern Mining Based on Transaction Decomposition. 1646-1649 - Libin Wang
Procrastination-Aware Scheduling: A Bipartite Graph Perspective. 1650-1653 - Simeng Wu, Liang Wang, Tianheng Wu, Xianping Tao, Jian Lu:
Hankel Matrix Factorization for Tagged Time Series to Recover Missing Values During Blackouts. 1654-1657 - Han Su, Guanglin Cong, Wei Chen, Qinyuan Su, Bolong Zheng, Kai Zheng:
PerRD: A System for Personalized Route Description. 1658-1661 - Jiacheng Wu, Yong Zhang, Jin Wang, Chunbin Lin, Yingjia Fu, Chunxiao Xing
Scalable Metric Similarity Join Using MapReduce. 1662-1665 - Chaohui Wang, Miao Xie
An Indexing Framework for Efficient Visual Exploratory Subgraph Search in Graph Databases. 1666-1669 - Wanqi Liu, Hanchen Wang, Ying Zhang
I-LSH: I/O Efficient c-Approximate Nearest Neighbor Search in High-Dimensional Space. 1670-1673 - Lingling Zhang, Hong Jiang, Fang Wang, Dan Feng, Yanwen Xie:
T-Sample: A Dual Reservoir-Based Sampling Method for Characterizing Large Graph Streams. 1674-1677 - Ranak Roy Chowdhury
Real Time Principal Component Analysis. 1678-1681 - Peng Jia, Pinghui Wang, Jing Tao, Xiaohong Guan:
A Fast Sketch Method for Mining User Similarities Over Fully Dynamic Graph Streams. 1682-1685 - Jiangwei W. Zhang, Yong Chiang Tay:
A Collaborative Framework for Similarity Enforcement in Synthetic Scaling of Relational Datasets. 1686-1689 - Yuxiang Ren, Charu C. Aggarwal, Jiawei Zhang:
Meta Diagram Based Active Social Networks Alignment. 1690-1693 - Ziheng Wei
Entity Integrity, Referential Integrity, and Query Optimization with Embedded Uniqueness Constraints. 1694-1697 - Anushka Vidanage
Efficient Pattern Mining Based Cryptanalysis for Privacy-Preserving Record Linkage. 1698-1701 - Chunnan Wang, Hongzhi Wang, Chang Zhou, Jianzhong Li, Hong Gao:
ECOQUG: An Effective Ensemble Community Scoring Function. 1702-1705 - Jindong Chen, Ao Wang, Jiangjie Chen, Yanghua Xiao, Zhendong Chu
CN-Probase: A Data-Driven Approach for Large-Scale Chinese Taxonomy Construction. 1706-1709 - Hui Miao, Amol Deshpande:
Understanding Data Science Lifecycle Provenance via Graph Segmentation and Summarization. 1710-1713 - Mengsu Ding, Shimin Chen:
Efficient Partitioning and Query Processing of Spatio-Temporal Graphs with Trillion Edges. 1714-1717 - Vasilis Verroios, Hector Garcia-Molina:
Top-K Entity Resolution with Adaptive Locality-Sensitive Hashing. 1718-1721 - Sepanta Zeighami, Raymond Chi-Wing Wong:
Finding Average Regret Ratio Minimizing Set in Database. 1722-1725 - Guanghui Zhu, Xiaoqi Wu, Liangliang Yin, Haogang Wang, Rong Gu, Chunfeng Yuan, Yihua Huang:
HyMJ: A Hybrid Structure-Aware Approach to Distributed Multi-way Join Query. 1726-1729 - Xuefeng Chen, Xin Cao
Accelerate MaxBRkNN Search by kNN Estimation. 1730-1733 - Nguyen Ho, Torben Bach Pedersen, Mai Vu, Van Long Ho
Efficient Bottom-Up Discovery of Multi-scale Time Series Correlations Using Mutual Information. 1734-1737 - Rachid Guerraoui
Fingerprinting Big Data: The Case of KNN Graph Construction. 1738-1741 - Katerina Papaioannou, Martin Theobald
Outer and Anti Joins in Temporal-Probabilistic Databases. 1742-1745 - Stefan Halfpap, Rainer Schlosser
Workload-Driven Fragment Allocation for Partially Replicated Databases Using Linear Programming. 1746-1749 - Yunkai Lou, Chaokun Wang:
OSMAC: Optimizing Subgraph Matching Algorithms with Community Structure. 1750-1753 - Yongjiang Liang, Peixiang Zhao:
Workload-Aware Subgraph Query Caching and Processing in Large Graphs. 1754-1757 - Matthew Perron
How I Learned to Stop Worrying and Love Re-optimization. 1758-1761 - Ibrahim Sabek
CRA: Enabling Data-Intensive Applications in Containerized Environments. 1762-1765 - Ahmed Metwally, Chun-Heng Huang:
Scalable Similarity Joins of Tokenized Strings. 1766-1777 - Zhipeng Zhang, Jiawei Jiang, Wentao Wu, Ce Zhang, Lele Yu, Bin Cui
MLlib*: Fast Training of GLMs Using Spark MLlib. 1778-1789 - An Qin, Mengbai Xiao, Jin Ma, Dai Tan, Rubao Lee, Xiaodong Zhang:
DirectLoad: A Fast Web-Scale Index System Across Large Regional Centers. 1790-1801 - Raghav Sethi, Martin Traverso, Dain Sundstrom, David Phillips, Wenlei Xie, Yutian Sun, Nezih Yegitbasi, Haozhun Jin, Eric Hwang, Nileema Shingte, Christopher Berner:
Presto: SQL on Everything. 1802-1813 - Eugene Inseok Chong, Matthew Perry, Souripriya Das:
Improving RDF Query Performance Using In-memory Virtual Columns in Oracle Database. 1814-1819 - Yanchao Zhu, Zhao Zhang, Cheqing Jin, Aoying Zhou, Ying Yan:
SEBDB: Semantics Empowered BlockChain DataBase. 1820-1831 - Liang Yu, Jinqiang Yu, Maolei Zhang, Xin Zhang, Yuehu Liu, Hui Zhang, Wanli Min:
Large Scale Traffic Signal Network Optimization - A Paradigm Shift Driven by Big Data. 1832-1840 - Rajarshi Bhowmik, Ahmet A. Akyamaç:
Domain-Independent Automated Processing of Free-Form Text Data in Telecom. 1841-1849 - Bastian Havers
DRIVEN: a Framework for Efficient Data Retrieval and Clustering in Vehicular Networks. 1850-1861 - Martin Rezk, Laura Alonso Alemany
Accurate Product Attribute Extraction on the Field. 1862-1873 - Haiqin Weng, Shouling Ji, Fuzheng Duan, Zhao Li
CATS: Cross-Platform E-Commerce Fraud Detection. 1874-1885 - Faria Kalim, Thomas Cooper, Huijun Wu, Yao Li, Ning Wang, Neng Lu, Maosong Fu, Xiaoyao Qian, Hao Luo, Da Cheng, Yaliang Wang, Fred Dai, Mainak Ghosh, Beinan Wang:
Caladrius: A Performance Modelling Service for Distributed Stream Processing Systems. 1886-1897 - Zhao Li
FAIR: Fraud Aware Impression Regulation System in Large-Scale Real-Time E-Commerce Search Platform. 1898-1903 - Muhammad Asiful Islam, Ramakrishnan Srikant, Sugato Basu:
Micro-Browsing Models for Search Snippets. 1904-1909 - Cheng-Han Yeh, Yao-Chung Fan
Interpretable Multi-task Learning for Product Quality Prediction with Attention Mechanism. 1910-1921 - Guowei Xu, Wenbiao Ding, Jiliang Tang, Songfan Yang, Gale Yan Huang, Zitao Liu:
Learning Effective Embeddings From Crowdsourced Labels: An Educational Case Study. 1922-1927 - Kazutoshi Umemoto, Kazuo Goda, Naohiro Mitsutake, Masaru Kitsuregawa:
A Prescription Trend Analysis using Medical Insurance Claim Big Data. 1928-1939 - Sebastian Schelter, Stefan Grafberger
Differential Data Quality Verification on Partitioned Data. 1940-1945 - Amey Agrawal
Logan: A Distributed Online Log Parser. 1946-1951 - Shuangli Shan, Zhixu Li, Yang Li, Qiang Yang
WebPut: A Web-Aided Data Imputation System for the General Type of Missing String Attribute Values. 1952-1955 - Nathan Ng
FGreat: Focused Graph Query Autocompletion. 1956-1959 - Zeyi Wen
Aucher: Multi-modal Queries on Live Audio Streams in Real-Time. 1960-1963 - MingJie Tang, Saisai Shao, Weiqing Yang, Yanbo Liang, Yongyang Yu, Bikas Saha, Dongjoon Hyun:
SAC: A System for Big Data Lineage Tracking. 1964-1967 - Arun Zachariah, Praveen Rao, Anas Katib, Monica Senapati, Kobus Barnard:
A Gossip-Based System for Fast Approximate Score Computation in Multinomial Bayesian Networks. 1968-1971 - Mangesh Bendre, Tana Wattanawaroon, Sajjadur Rahman, Kelly Mack, Yuyang Liu, Shichu Zhu, Yu Lu, Ping-Jing Yang, Xinyan Zhou, Kevin Chen-Chuan Chang, Karrie Karahalios, Aditya G. Parameswaran
Faster, Higher, Stronger: Redesigning Spreadsheets for Scale. 1972-1975 - Ines Arous, Mourad Khayati, Philippe Cudré-Mauroux
RecovDB: Accurate and Efficient Missing Blocks Recovery for Large Time Series. 1976-1979 - Richie Frost, Debjyoti Paul, Feifei Li:
AI Pro: Data Processing Framework for AI Models. 1980-1983 - Maria Krommyda, Verena Kantere, Yannis Vassiliou:
IVLG: Interactive Visualization of Large Graphs. 1984-1987 - Naama Boer, Daniel Deutch, Nave Frost, Tova Milo:
Just in Time: Personal Temporal Insights for Altering Model Decisions. 1988-1991 - Jia Yu
GeoSparkViz in Action: A Data System with Built-in Support for Geospatial Visualization. 1992-1995 - Maksim Podkorytov
Hybrid.Poly: A Consolidated Interactive Analytical Polystore System. 1996-1999 - Amr Ebaid, Saravanan Thirumuruganathan, Walid G. Aref
EXPLAINER: Entity Resolution Explanations. 2000-2003 - Yooju Shin, Susik Yoon
CEP-Wizard: Automatic Deployment of Distributed Complex Event Processing. 2004-2007 - Stefan Halfpap, Rainer Schlosser
A Comparison of Allocation Algorithms for Partially Replicated Databases. 2008-2011 - Yael Amsterdamer
PePPer: Fine-Grained Personal Access Control via Peer Probing. 2012-2015 - Daniel Deutch, Yuval Moskovitch, Noam Rinetzky:
COBRA: Compression Via Abstraction of Provenance for Hypothetical Reasoning. 2016-2019 - Yang Pian
CogLearn: A Cognitive Graph-Oriented Online Learning System. 2020-2023 - Guogen Zhang, Kun Ren, Jung-Sang Ahn, Sami Ben-Romdhane:
GRIT: Consistent Distributed Transactions Across Polyglot Microservices with Multiple Databases. 2024-2027 - Yang Ji
vABS: Towards Verifiable Attribute-Based Search Over Shared Cloud Data. 2028-2031 - Tengjiao Wang, Binyang Li, Wei Chen, Yuxiao Zhang, Ying Han, Jinzhong Niu, Kam-Fai Wong
An Environment-Aware Market Strategy for Data Allocation and Dynamic Migration in Cloud Database. 2032-2035 - Chuang Yang
Vaite: A Visualization-Assisted Interactive Big Urban Trajectory Data Exploration System. 2036-2039 - Zhiqiang Duan, Chen Yang, Xiaofeng Meng, Yongjie Du, Jiaming Qiu, Xiaobin Ma, Zhihui Du
SciDetector: Scientific Event Discovery by Tracking Variable Source Data Streaming. 2040-2043 - Yuhan Sun, Jia Yu
Demonstrating Spindra: A Geographic Knowledge Graph Management System. 2044-2047 - Ilia Petrov, Andreas Koch, Sergey Hardock, Tobias Vinçon
Native Storage Techniques for Data Management. 2048-2051 - Chengliang Chai, Ju Fan, Guoliang Li, Jiannan Wang, Yudian Zheng:
Crowdsourcing Database Systems: Overview and Challenges. 2052-2055 - Constantinos Costa
Telco Big Data Research and Open Problems. 2056-2059 - Jia Yu
Geospatial Data Management in Apache Spark: A Tutorial. 2060-2063 - Ying Zhang
Hierarchical Decomposition of Big Graphs. 2064-2067 - Lijun Chang, Lu Qin
Cohesive Subgraph Computation Over Large Sparse Graphs. 2068-2071 - Jayant R. Haritsa:
Robust Query Processing: Mission Possible. 2072-2075 - Sergey Redyuk
Automated Documentation of End-to-End Experiments in Data Science. 2076-2080 - Nave Frost:
Explaining Results of Data-Driven Applications. 2081-2085 - Carlos Vladimiro Gonzalez Zelaya:
Towards Explaining the Effects of Data Preprocessing on Machine Learning. 2086-2090 - Melanie B. Sigl:
Don't Fear the REAPER: A Framework for Materializing and Reusing Deep-Learning Models. 2091-2095 - Shuo Wang:
Knowledge Representation for Emotion Intelligence. 2096-2100 - Niousha Hormozi:
Disambiguation and Result Expansion in Keyword Search Over Relational Databases. 2101-2105 - Sreekanth Madisetty:
Event Recommendation using Social Media. 2106-2110 - Pengfei Li, Hua Lu
Location Inference for Non-Geotagged Tweets in User Timelines [Extended Abstract]. 2111-2112 - Mingjie Tang, Yongyang Yu, Walid G. Aref, Qutaibah M. Malluhi, Mourad Ouzzani:
Efficient Parallel Skyline Query Processing for High-Dimensional Data. 2113-2114 - Harry Kai-Ho Chan
On Generalizing Collective Spatial Keyword Queries (Extended Abstract). 2115-2116 - Xiaochun Yang, Bin Wang, Kai Yang, Chengfei Liu
A Novel Representation and Compression for Queries on Trajectories in Road Networks (Extended Abstract). 2117-2118 - Zeyi Wen, Jiashuai Shi, Bingsheng He
Efficient Multi-Class Probabilistic SVMs on GPUs. 2119-2120 - Hangyu Li
C2Net: A Network-Efficient Approach to Collision Counting LSH Similarity Join(Extended Abstract). 2121-2122 - Jungeun Kim, Sungsu Lim
LinkBlackHole*: Robust Overlapping Community Detection Using Link Embedding (Extended Abstract). 2123-2124 - Yansong Zhang, Yu Zhang, Shan Wang, Jiaheng Lu:
Fusion OLAP: Fusing the Pros of MOLAP and ROLAP Together for In-memory OLAP (Extended Abstract). 2125-2126 - Huan Li
In Search of Indoor Dense Regions: An Approach Using Indoor Positioning Data. 2127-2128 - Xiaoye Miao, Yunjun Gao, Linlin Zhou, Wei Wang, Qing Li
Optimizing Quality for Probabilistic Skyline Computation and Probabilistic Similarity Search (Extended Abstract). 2129-2130 - Xiaoye Miao, Yunjun Gao, Su Guo, Gang Chen:
On Efficiently Answering Why-Not Range-Based Skyline Queries in Road Networks (Extended Abstract). 2131-2132 - Yongxin Tong
SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing. 2133-2134 - Jinyoung Yeo, Haeju Park, Sanghoon Lee, Eric Wonhee Lee, Seung-won Hwang:
XINA: Explainable Instance Alignment using Dominance Relationship (Extended Abstract). 2135-2136 - Zimeng Zhou, Chenyun Yu, Sarana Nutanong, Yufei Cui
A Hardware-Accelerated Solution for Hierarchical Index-Based Merge-Join(Extended Abstract). 2137-2138 - Huan Li
Finding Most Popular Indoor Semantic Locations Using Uncertain Mobility Data. 2139-2140 - Panos Parchas, Nikolaos Papailiou, Dimitris Papadias, Francesco Bonchi:
Uncertain Graph Sparsification (Extended Abstract). 2141-2142 - Hongzhi Wang, Xiaoou Ding, Jianzhong Li, Hong Gao:
Rule-Based Entity Resolution on Database with Hidden Temporal Information (Extended Abstract). 2143-2144 - Amal Saadallah, Luís Moreira-Matias, Ricardo Teixeira Sousa
BRIGHT - Drift-Aware Demand Predictions for Taxi Networks (Extended Abstract). 2145-2146 - Qian Ma, Yu Gu, Wang-Chien Lee, Ge Yu:
Order-Sensitive Imputation for Clustered Missing Values (Extended Abstract). 2147-2148 - Chaokun Wang, Changping Wang, Zheng Wang, Xiaojun Ye, Jeffrey Xu Yu, Bin Wang:
DeepDirect: Learning Directions of Social Ties with Edge-Based Network Embedding (Extended Abstract). 2149-2150 - Yiwen Nie, Wei Yang, Liusheng Huang, Xike Xie, Zhenhua Zhao, Shaowei Wang:
A Utility-Optimized Framework for Personalized Private Histogram Estimation (Extended Abstract). 2151-2152 - Lailong Luo, Deke Guo, Xiang Zhao, Jie Wu, Ori Rottenstreich, Xueshan Luo:
Near-Accurate Multiset Reconciliation (Extended Abstract). 2153-2154 - Bolong Zheng, Kai Zheng, Christian S. Jensen
Answering Why-Not Group Spatial Keyword Queries (Extended Abstract). 2155-2156 - Yixiang Fang, Zhongran Wang, Reynold Cheng, Hongzhi Wang, Jiafeng Hu:
Effective and Efficient Community Search Over Large Directed Graphs (Extended Abstract). 2157-2158 - Yankai Chen, Yixiang Fang, Reynold Cheng, Yun Li, Xiaojun Chen, Jie Zhang:
Exploring Communities in Large Profiled Graphs (Extended Abstract). 2159-2160 - Long Yuan
Index-Based Densest Clique Percolation Community Search in Networks (Extended Abstract). 2161-2162
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