| 2019 | 2ED: An Efficient Entity Extraction Algorithm Using Two-Level Edit-Distance. Zeyi Wen, Dong Deng, Rui Zhang, Ramamohanarao Kotagiri |
| 2019 | 35th IEEE International Conference on Data Engineering, ICDE 2019, Macao, China, April 8-11, 2019 |
| 2019 | A Collaborative Framework for Similarity Enforcement in Synthetic Scaling of Relational Datasets. Jiangwei W. Zhang, Yong Chiang Tay |
| 2019 | A Comparison of Allocation Algorithms for Partially Replicated Databases. Stefan Halfpap, Rainer Schlosser |
| 2019 | A Fast Sketch Method for Mining User Similarities Over Fully Dynamic Graph Streams. Peng Jia, Pinghui Wang, Jing Tao, Xiaohong Guan |
| 2019 | A Gossip-Based System for Fast Approximate Score Computation in Multinomial Bayesian Networks. Arun Zachariah, Praveen Rao, Anas Katib, Monica Senapati, Kobus Barnard |
| 2019 | A Hardware-Accelerated Solution for Hierarchical Index-Based Merge-Join(Extended Abstract). Zimeng Zhou, Chenyun Yu, Sarana Nutanong, Yufei Cui, Chenchen Fu, Chun Jason Xue |
| 2019 | A Hierarchical Framework for Top-k Location-Aware Error-Tolerant Keyword Search. Junye Yang, Yong Zhang, Xiaofang Zhou, Jin Wang, Huiqi Hu, Chunxiao Xing |
| 2019 | A Joint Context-Aware Embedding for Trip Recommendations. Jiayuan He, Jianzhong Qi, Kotagiri Ramamohanarao |
| 2019 | A Novel Representation and Compression for Queries on Trajectories in Road Networks (Extended Abstract). Xiaochun Yang, Bin Wang, Kai Yang, Chengfei Liu, Baihua Zheng |
| 2019 | A Prescription Trend Analysis using Medical Insurance Claim Big Data. Kazutoshi Umemoto, Kazuo Goda, Naohiro Mitsutake, Masaru Kitsuregawa |
| 2019 | A Queueing-Theoretic Framework for Vehicle Dispatching in Dynamic Car-Hailing. Peng Cheng, Chao Feng, Lei Chen, Zheng Wang |
| 2019 | A Semi-Supervised Framework of Clustering Selection for De-Duplication. Shrinu Kushagra, Hemant Saxena, Ihab F. Ilyas, Shai Ben-David |
| 2019 | A Utility-Optimized Framework for Personalized Private Histogram Estimation (Extended Abstract). Yiwen Nie, Wei Yang, Liusheng Huang, Xike Xie, Zhenhua Zhao, Shaowei Wang |
| 2019 | AI Pro: Data Processing Framework for AI Models. Richie Frost, Debjyoti Paul, Feifei Li |
| 2019 | AID: An Adaptive Image Data Index for Interactive Multilevel Visualization. Saheli Ghosh, Ahmed Eldawy, Shipra Jais |
| 2019 | AIR: Attentional Intention-Aware Recommender Systems. Tong Chen, Hongzhi Yin, Hongxu Chen, Rui Yan, Quoc Viet Hung Nguyen, Xue Li |
| 2019 | ARROW: Approximating Reachability Using Random Walks Over Web-Scale Graphs. Neha Sengupta, Amitabha Bagchi, Maya Ramanath, Srikanta Bedathur |
| 2019 | AUC-MF: Point of Interest Recommendation with AUC Maximization. Peng Han, Shuo Shang, Aixin Sun, Peilin Zhao, Kai Zheng, Panos Kalnis |
| 2019 | Accelerate MaxBRkNN Search by kNN Estimation. Xuefeng Chen, Xin Cao, Zhiqiang Xu, Ying Zhang, Shuo Shang, Wenjie Zhang |
| 2019 | Accelerating Partial Evaluation in Distributed SPARQL Query Evaluation. Peng Peng, Lei Zou, Runyu Guan |
| 2019 | Accurate Product Attribute Extraction on the Field. Martin Rezk, Laura Alonso Alemany, Lasguido Nio, Ted Zhang |
| 2019 | Adaptive Deep Reuse: Accelerating CNN Training on the Fly. Lin Ning, Hui Guan, Xipeng Shen |
| 2019 | Adaptive Dynamic Bipartite Graph Matching: A Reinforcement Learning Approach. Yansheng Wang, Yongxin Tong, Cheng Long, Pan Xu, Ke Xu, Weifeng Lv |
| 2019 | Adaptive Influence Blocking: Minimizing the Negative Spread by Observation-Based Policies. Qihao Shi, Can Wang, Deshi Ye, Jiawei Chen, Yan Feng, Chun Chen |
| 2019 | Adaptive Wavelet Clustering for Highly Noisy Data. Zengjian Chen, Jiayi Liu, Yihe Deng, Kun He, John E. Hopcroft |
| 2019 | An Efficient Framework for Correctness-Aware kNN Queries on Road Networks. Dan He, Sibo Wang, Xiaofang Zhou, Reynold Cheng |
| 2019 | An Efficient Insertion Operator in Dynamic Ridesharing Services. Yi Xu, Yongxin Tong, Yexuan Shi, Qian Tao, Ke Xu, Wei Li |
| 2019 | An Efficient Parallel Keyword Search Engine on Knowledge Graphs. Yueji Yang, Divyakant Agrawal, H. V. Jagadish, Anthony K. H. Tung, Shuang Wu |
| 2019 | An Environment-Aware Market Strategy for Data Allocation and Dynamic Migration in Cloud Database. Tengjiao Wang, Binyang Li, Wei Chen, Yuxiao Zhang, Ying Han, Jinzhong Niu, Kam-Fai Wong |
| 2019 | An Indexing Framework for Efficient Visual Exploratory Subgraph Search in Graph Databases. Chaohui Wang, Miao Xie, Sourav S. Bhowmick, Byron Choi, Xiaokui Xiao, Shuigeng Zhou |
| 2019 | An Iterative Scheme for Leverage-Based Approximate Aggregation. Shanshan Han, Hongzhi Wang, Jialin Wan, Jianzhong Li |
| 2019 | An MBR-Oriented Approach for Efficient Skyline Query Processing. Ji Zhang, Wenlu Wang, Xunfei Jiang, Wei-Shinn Ku, Hua Lu |
| 2019 | Answering Why-Not Group Spatial Keyword Queries (Extended Abstract). Bolong Zheng, Kai Zheng, Christian S. Jensen, Nguyen Quoc Viet Hung, Han Su, Guohui Li, Xiaofang Zhou |
| 2019 | Answering Why-Questions for Subgraph Queries in Multi-attributed Graphs. Qi Song, Mohammad Hossein Namaki, Yinghui Wu |
| 2019 | AppUsage2Vec: Modeling Smartphone App Usage for Prediction. Sha Zhao, Zhiling Luo, Ziwen Jiang, Haiyan Wang, Feng Xu, Shijian Li, Jianwei Yin, Gang Pan |
| 2019 | Assessing and Remedying Coverage for a Given Dataset. Abolfazl Asudeh, Zhongjun Jin, H. V. Jagadish |
| 2019 | AsterixDB Mid-Flight: A Case Study in Building Systems in Academia. Michael J. Carey |
| 2019 | Aucher: Multi-modal Queries on Live Audio Streams in Real-Time. Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia, Bo Li |
| 2019 | Auction-Based Order Dispatch and Pricing in Ridesharing. Libin Zheng, Peng Cheng, Lei Chen |
| 2019 | Automated Documentation of End-to-End Experiments in Data Science. Sergey Redyuk |
| 2019 | Automated Grading of SQL Queries. Bikash Chandra, Ananyo Banerjee, Udbhas Hazra, Mathew Joseph, S. Sudarshan |
| 2019 | BB-Tree: A Main-Memory Index Structure for Multidimensional Range Queries. Stefan Sprenger, Patrick Schäfer, Ulf Leser |
| 2019 | BENU: Distributed Subgraph Enumeration with Backtracking-Based Framework. Zhaokang Wang, Rong Gu, Weiwei Hu, Chunfeng Yuan, Yihua Huang |
| 2019 | BRIGHT - Drift-Aware Demand Predictions for Taxi Networks (Extended Abstract). Amal Saadallah, Luís Moreira-Matias, Ricardo Teixeira Sousa, Jihed Khiari, Erik Jenelius, João Gama |
| 2019 | Blockplane: A Global-Scale Byzantizing Middleware. Faisal Nawab, Mohammad Sadoghi |
| 2019 | Bridging Quantities in Tables and Text. Yusra Ibrahim, Mirek Riedewald, Gerhard Weikum, Demetrios Zeinalipour-Yazti |
| 2019 | Bridging the Semantic Gap with SQL Query Logs in Natural Language Interfaces to Databases. Christopher Baik, H. V. Jagadish, Yunyao Li |
| 2019 | Building a Broad Knowledge Graph for Products. Xin Luna Dong |
| 2019 | Bursty Event Detection Throughout Histories. Debjyoti Paul, Yanqing Peng, Feifei Li |
| 2019 | C2Net: A Network-Efficient Approach to Collision Counting LSH Similarity Join(Extended Abstract). Hangyu Li, Sarana Nutanong, Hong Xu, Chenyun Yu, Foryu Ha |
| 2019 | CATS: Cross-Platform E-Commerce Fraud Detection. Haiqin Weng, Shouling Ji, Fuzheng Duan, Zhao Li, Jianhai Chen, Qinming He, Ting Wang |
| 2019 | CEP-Wizard: Automatic Deployment of Distributed Complex Event Processing. Yooju Shin, Susik Yoon, Patara Trirat, Jae-Gil Lee |
| 2019 | CN-Probase: A Data-Driven Approach for Large-Scale Chinese Taxonomy Construction. Jindong Chen, Ao Wang, Jiangjie Chen, Yanghua Xiao, Zhendong Chu, Jingping Liu, Jiaqing Liang, Wei Wang |
| 2019 | COBRA: Compression Via Abstraction of Provenance for Hypothetical Reasoning. Daniel Deutch, Yuval Moskovitch, Noam Rinetzky |
| 2019 | CRA: Enabling Data-Intensive Applications in Containerized Environments. Ibrahim Sabek, Badrish Chandramouli, Umar Farooq Minhas |
| 2019 | Caladrius: A Performance Modelling Service for Distributed Stream Processing Systems. 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 |
| 2019 | Canonicalization of Open Knowledge Bases with Side Information from the Source Text. Xueling Lin, Lei Chen |
| 2019 | Cluster-Based Subscription Matching for Geo-Textual Data Streams. Lisi Chen, Shuo Shang, Kai Zheng, Panos Kalnis |
| 2019 | CogLearn: A Cognitive Graph-Oriented Online Learning System. Yang Pian, Yu Lu, Penghe Chen, Qinglong Duan |
| 2019 | Cohesive Group Nearest Neighbor Queries Over Road-Social Networks. Fangda Guo, Ye Yuan, Guoren Wang, Lei Chen, Xiang Lian, Zimeng Wang |
| 2019 | Cohesive Subgraph Computation Over Large Sparse Graphs. Lijun Chang, Lu Qin |
| 2019 | Collecting Preference Rankings Under Local Differential Privacy. Jianyu Yang, Xiang Cheng, Sen Su, Rui Chen, Qiyu Ren, Yuhan Liu |
| 2019 | Collecting and Analyzing Multidimensional Data with Local Differential Privacy. Ning Wang, Xiaokui Xiao, Yin Yang, Jun Zhao, Siu Cheung Hui, Hyejin Shin, Junbum Shin, Ge Yu |
| 2019 | Coloring Embedder: A Memory Efficient Data Structure for Answering Multi-set Query. Tong Yang, Dongsheng Yang, Jie Jiang, Siang Gao, Bin Cui, Lei Shi, Xiaoming Li |
| 2019 | Column-Oriented Database Acceleration Using FPGAs. Satoru Watanabe, Kazuhisa Fujimoto, Yuji Saeki, Yoshifumi Fujikawa, Hiroshi Yoshino |
| 2019 | Computing Trajectory Similarity in Linear Time: A Generic Seed-Guided Neural Metric Learning Approach. Di Yao, Gao Cong, Chao Zhang, Jingping Bi |
| 2019 | Computing a Near-Maximum Independent Set in Dynamic Graphs. Weiguo Zheng, Chengzhi Piao, Hong Cheng, Jeffrey Xu Yu |
| 2019 | Constraints-Based Explanations of Classifications. Daniel Deutch, Nave Frost |
| 2019 | Contextual Community Search Over Large Social Networks. Lu Chen, Chengfei Liu, Kewen Liao, Jianxin Li, Rui Zhou |
| 2019 | Continuous Range Queries Over Multi-attribute Trajectories. Jianqiu Xu, Zhifeng Bao, Hua Lu |
| 2019 | Continuous Search on Dynamic Spatial Keyword Objects. Yuyang Dong, Hanxiong Chen, Hiroyuki Kitagawa |
| 2019 | Cooperation-Aware Task Assignment in Spatial Crowdsourcing. Peng Cheng, Lei Chen, Jieping Ye |
| 2019 | Crowdsourcing Database Systems: Overview and Challenges. Chengliang Chai, Ju Fan, Guoliang Li, Jiannan Wang, Yudian Zheng |
| 2019 | CurrentClean: Spatio-Temporal Cleaning of Stale Data. Mostafa Milani, Zheng Zheng, Fei Chiang |
| 2019 | DBSCAN-MS: Distributed Density-Based Clustering in Metric Spaces. Keyu Yang, Yunjun Gao, Rui Ma, Lu Chen, Sai Wu, Gang Chen |
| 2019 | DBSVEC: Density-Based Clustering Using Support Vector Expansion. Zhen Wang, Rui Zhang, Jianzhong Qi, Bo Yuan |
| 2019 | DRIVEN: a Framework for Efficient Data Retrieval and Clustering in Vehicular Networks. Bastian Havers, Romaric Duvignau, Hannaneh Najdataei, Vincenzo Gulisano, Ashok Chaitanya Koppisetty, Marina Papatriantafilou |
| 2019 | Data Management at Huawei: Recent Accomplishments and Future Challenges. Jianjun Chen, Yu Chen, Zhibiao Chen, Ahmad Ghazal, Guoliang Li, Sihao Li, Weijie Ou, Yang Sun, Mingyi Zhang, Minqi Zhou |
| 2019 | DeepDirect: Learning Directions of Social Ties with Edge-Based Network Embedding (Extended Abstract). Chaokun Wang, Changping Wang, Zheng Wang, Xiaojun Ye, Jeffrey Xu Yu, Bin Wang |
| 2019 | Deletion Propagation for Multiple Key Preserving Conjunctive Queries: Approximations and Complexity. Zhipeng Cai, Dongjing Miao, Yingshu Li |
| 2019 | Demonstrating Spindra: A Geographic Knowledge Graph Management System. Yuhan Sun, Jia Yu, Mohamed Sarwat |
| 2019 | Differential Data Quality Verification on Partitioned Data. Sebastian Schelter, Stefan Grafberger, Philipp Schmidt, Tammo Rukat, Mario Kießling, Andrey Taptunov, Felix Bießmann, Dustin Lange |
| 2019 | DirectLoad: A Fast Web-Scale Index System Across Large Regional Centers. An Qin, Mengbai Xiao, Jin Ma, Dai Tan, Rubao Lee, Xiaodong Zhang |
| 2019 | Disambiguation and Result Expansion in Keyword Search Over Relational Databases. Niousha Hormozi |
| 2019 | Discovering Maximal Motif Cliques in Large Heterogeneous Information Networks. Jiafeng Hu, Reynold Cheng, Kevin Chen-Chuan Chang, Aravind Sankar, Yixiang Fang, Brian Y. H. Lam |
| 2019 | Discovery and Ranking of Functional Dependencies. Ziheng Wei, Sebastian Link |
| 2019 | Distributed Discovery of Functional Dependencies. Hemant Saxena, Lukasz Golab, Ihab F. Ilyas |
| 2019 | Distributed In-memory Trajectory Similarity Search and Join on Road Network. Haitao Yuan, Guoliang Li |
| 2019 | Domain-Independent Automated Processing of Free-Form Text Data in Telecom. Rajarshi Bhowmik, Ahmet A. Akyamaç |
| 2019 | Don't Fear the REAPER: A Framework for Materializing and Reusing Deep-Learning Models. Melanie B. Sigl |
| 2019 | Dynamic Set kNN Self-Join. Daichi Amagata, Takahiro Hara, Chuan Xiao |
| 2019 | ECOQUG: An Effective Ensemble Community Scoring Function. Chunnan Wang, Hongzhi Wang, Chang Zhou, Jianzhong Li, Hong Gao |
| 2019 | EXPLAINER: Entity Resolution Explanations. Amr Ebaid, Saravanan Thirumuruganathan, Walid G. Aref, Ahmed K. Elmagarmid, Mourad Ouzzani |
| 2019 | Effective Filters and Linear Time Verification for Tree Similarity Joins. Thomas Hütter, Mateusz Pawlik, Robert Loschinger, Nikolaus Augsten |
| 2019 | Effective and Efficient Community Search Over Large Directed Graphs (Extended Abstract). Yixiang Fang, Zhongran Wang, Reynold Cheng, Hongzhi Wang, Jiafeng Hu |
| 2019 | Efficient Batch One-Hop Personalized PageRanks. Siqiang Luo, Xiaokui Xiao, Wenqing Lin, Ben Kao |
| 2019 | Efficient Bottom-Up Discovery of Multi-scale Time Series Correlations Using Mutual Information. Nguyen Ho, Torben Bach Pedersen, Mai Vu, Van Long Ho, Christophe A. N. Biscio |
| 2019 | Efficient Maximal Spatial Clique Enumeration. Chen Zhang, Ying Zhang, Wenjie Zhang, Lu Qin, Jianye Yang |
| 2019 | Efficient Multi-Class Probabilistic SVMs on GPUs. Zeyi Wen, Jiashuai Shi, Bingsheng He, Jian Chen, Yawen Chen |
| 2019 | Efficient Parallel Skyline Query Processing for High-Dimensional Data. Mingjie Tang, Yongyang Yu, Walid G. Aref, Qutaibah M. Malluhi, Mourad Ouzzani |
| 2019 | Efficient Parallel Subgraph Enumeration on a Single Machine. Shixuan Sun, Yulin Che, Lipeng Wang, Qiong Luo |
| 2019 | Efficient Partitioning and Query Processing of Spatio-Temporal Graphs with Trillion Edges. Mengsu Ding, Shimin Chen |
| 2019 | Efficient Pattern Mining Based Cryptanalysis for Privacy-Preserving Record Linkage. Anushka Vidanage, Thilina Ranbaduge, Peter Christen, Rainer Schnell |
| 2019 | Efficient Scalable Multi-attribute Index Selection Using Recursive Strategies. Rainer Schlosser, Jan Kossmann, Martin Boissier |
| 2019 | Efficient Synchronization of State-Based CRDTs. Vitor Enes, Paulo Sérgio Almeida, Carlos Baquero, João Leitão |
| 2019 | Efficient and Incremental Clustering Algorithms on Star-Schema Heterogeneous Graphs. Lu Chen, Yunjun Gao, Yuanliang Zhang, Christian S. Jensen, Bolong Zheng |
| 2019 | Entity Integrity, Referential Integrity, and Query Optimization with Embedded Uniqueness Constraints. Ziheng Wei, Uwe Leck, Sebastian Link |
| 2019 | Enumerating Minimal Weight Set Covers. Zahi Ajami, Sara Cohen |
| 2019 | Enumerating k-Vertex Connected Components in Large Graphs. Dong Wen, Lu Qin, Ying Zhang, Lijun Chang, Ling Chen |
| 2019 | Event Recommendation using Social Media. Sreekanth Madisetty |
| 2019 | Explaining Queries Over Web Tables to Non-experts. Jonathan Berant, Daniel Deutch, Amir Globerson, Tova Milo, Tomer Wolfson |
| 2019 | Explaining Results of Data-Driven Applications. Nave Frost |
| 2019 | Exploiting Centrality Information with Graph Convolutions for Network Representation Learning. Hongxu Chen, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wen-Chih Peng, Xue Li |
| 2019 | Exploring Communities in Large Profiled Graphs (Extended Abstract). Yankai Chen, Yixiang Fang, Reynold Cheng, Yun Li, Xiaojun Chen, Jie Zhang |
| 2019 | FAIR: Fraud Aware Impression Regulation System in Large-Scale Real-Time E-Commerce Search Platform. Zhao Li, Junshuai Song, Shichang Hu, Shasha Ruan, Long Zhang, Zehong Hu, Jun Gao |
| 2019 | FGreat: Focused Graph Query Autocompletion. Nathan Ng, Peipei Yi, Zhiwei Zhang, Byron Choi, Sourav S. Bhowmick, Jianliang Xu |
| 2019 | Fast Dual Simulation Processing of Graph Database Queries. Stephan Mennicke, Jan-Christoph Kalo, Denis Nagel, Hermann Kroll, Wolf-Tilo Balke |
| 2019 | Fast and Accurate Graph Stream Summarization. Xiangyang Gou, Lei Zou, Chenxingyu Zhao, Tong Yang |
| 2019 | Faster, Higher, Stronger: Redesigning Spreadsheets for Scale. 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 |
| 2019 | Finding Average Regret Ratio Minimizing Set in Database. Sepanta Zeighami, Raymond Chi-Wing Wong |
| 2019 | Finding Densest Lasting Subgraphs in Dynamic Graphs: A Stochastic Approach. Xuanming Liu, Tingjian Ge, Yinghui Wu |
| 2019 | Finding Most Popular Indoor Semantic Locations Using Uncertain Mobility Data. Huan Li, Hua Lu, Lidan Shou, Gang Chen, Ke Chen |
| 2019 | Finding Significant Items in Data Streams. Tong Yang, Haowei Zhang, Dongsheng Yang, Yucheng Huang, Xiaoming Li |
| 2019 | Finding Temporal Influential Users Over Evolving Social Networks. Shixun Huang, Zhifeng Bao, J. Shane Culpepper, Bang Zhang |
| 2019 | Fine-Grained Provenance for Matching & ETL. Nan Zheng, Abdussalam Alawini, Zachary G. Ives |
| 2019 | Fingerprinting Big Data: The Case of KNN Graph Construction. Rachid Guerraoui, Anne-Marie Kermarrec, Olivier Ruas, François Taïani |
| 2019 | Fraction-Score: A New Support Measure for Co-location Pattern Mining. Harry Kai-Ho Chan, Cheng Long, Da Yan, Raymond Chi-Wing Wong |
| 2019 | Fusion OLAP: Fusing the Pros of MOLAP and ROLAP Together for In-memory OLAP (Extended Abstract). Yansong Zhang, Yu Zhang, Shan Wang, Jiaheng Lu |
| 2019 | G*-Tree: An Efficient Spatial Index on Road Networks. Zijian Li, Lei Chen, Yue Wang |
| 2019 | GB-KMV: An Augmented KMV Sketch for Approximate Containment Similarity Search. Yang Yang, Ying Zhang, Wenjie Zhang, Zengfeng Huang |
| 2019 | GEM^2-Tree: A Gas-Efficient Structure for Authenticated Range Queries in Blockchain. Ce Zhang, Cheng Xu, Jianliang Xu, Yuzhe Richard Tang, Byron Choi |
| 2019 | GRIT: Consistent Distributed Transactions Across Polyglot Microservices with Multiple Databases. Guogen Zhang, Kun Ren, Jung-Sang Ahn, Sami Ben-Romdhane |
| 2019 | GeoSparkViz in Action: A Data System with Built-in Support for Geospatial Visualization. Jia Yu, Anique Tahir, Mohamed Sarwat |
| 2019 | Geospatial Data Management in Apache Spark: A Tutorial. Jia Yu, Mohamed Sarwat |
| 2019 | Hankel Matrix Factorization for Tagged Time Series to Recover Missing Values During Blackouts. Simeng Wu, Liang Wang, Tianheng Wu, XianPing Tao, Jian Lu |
| 2019 | Hardware-Conscious Hash-Joins on GPUs. Panagiotis Sioulas, Periklis Chrysogelos, Manos Karpathiotakis, Raja Appuswamy, Anastasia Ailamaki |
| 2019 | Hierarchical Decomposition of Big Graphs. Ying Zhang, Lu Qin, Fan Zhang, Wenjie Zhang |
| 2019 | Highly Efficient Pattern Mining Based on Transaction Decomposition. Youcef Djenouri, Jerry Chun-Wei Lin, Kjetil Nørvåg, Heri Ramampiaro |
| 2019 | How I Learned to Stop Worrying and Love Re-optimization. Matthew Perron, Zeyuan Shang, Tim Kraska, Michael Stonebraker |
| 2019 | HyMJ: A Hybrid Structure-Aware Approach to Distributed Multi-way Join Query. Guanghui Zhu, Xiaoqi Wu, Liangliang Yin, Haogang Wang, Rong Gu, Chunfeng Yuan, Yihua Huang |
| 2019 | Hybrid.Poly: A Consolidated Interactive Analytical Polystore System. Maksim Podkorytov, Michael N. Gubanov |
| 2019 | I-LSH: I/O Efficient c-Approximate Nearest Neighbor Search in High-Dimensional Space. Wanqi Liu, Hanchen Wang, Ying Zhang, Wei Wang, Lu Qin |
| 2019 | IVLG: Interactive Visualization of Large Graphs. Maria Krommyda, Verena Kantere, Yannis Vassiliou |
| 2019 | Identifying the Most Interactive Object in Spatial Databases. Daichi Amagata, Takahiro Hara |
| 2019 | ImageProof: Enabling Authentication for Large-Scale Image Retrieval. Shangwei Guo, Jianliang Xu, Ce Zhang, Cheng Xu, Tao Xiang |
| 2019 | Improved Algorithms for Maximal Clique Search in Uncertain Networks. Rong-Hua Li, Qiangqiang Dai, Guoren Wang, Zhong Ming, Lu Qin, Jeffrey Xu Yu |
| 2019 | Improving RDF Query Performance Using In-memory Virtual Columns in Oracle Database. Eugene Inseok Chong, Matthew Perry, Souripriya Das |
| 2019 | In Search of Indoor Dense Regions: An Approach Using Indoor Positioning Data. Huan Li, Hua Lu, Lidan Shou, Gang Chen, Ke Chen |
| 2019 | Index-Based Densest Clique Percolation Community Search in Networks (Extended Abstract). Long Yuan, Lu Qin, Wenjie Zhang, Lijun Chang, Jianye Yang |
| 2019 | Index-Based Optimal Algorithm for Computing K-Cores in Large Uncertain Graphs. Bohua Yang, Dong Wen, Lu Qin, Ying Zhang, Lijun Chang, Rong-Hua Li |
| 2019 | Information Diffusion Prediction via Recurrent Cascades Convolution. Xueqin Chen, Fan Zhou, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Fengli Zhang |
| 2019 | Insecurity and Hardness of Nearest Neighbor Queries Over Encrypted Data. Rui Li, Alex X. Liu, Ying Liu, Huanle Xu, Huaqiang Yuan |
| 2019 | Interaction-Aware Arrangement for Event-Based Social Networks. Feifei Kou, Zimu Zhou, Hao Cheng, Junping Du, Yexuan Shi, Pan Xu |
| 2019 | Interpretable Multi-task Learning for Product Quality Prediction with Attention Mechanism. Cheng-Han Yeh, Yao-Chung Fan, Wen-Chih Peng |
| 2019 | Is There a Data Science and Engineering Brain Drain? If So, How Can We Rebalance Them? Jian Pei |
| 2019 | Joins Over Encrypted Data with Fine Granular Security. Florian Hahn, Nicolas Loza, Florian Kerschbaum |
| 2019 | Just in Time: Personal Temporal Insights for Altering Model Decisions. Naama Boer, Daniel Deutch, Nave Frost, Tova Milo |
| 2019 | KARL: Fast Kernel Aggregation Queries. Tsz Nam Chan, Man Lung Yiu, Leong Hou U |
| 2019 | KV-Match: A Subsequence Matching Approach Supporting Normalization and Time Warping. Jiaye Wu, Peng Wang, Ningting Pan, Chen Wang, Wei Wang, Jianmin Wang |
| 2019 | Keyword-Centric Community Search. Zhiwei Zhang, Xin Huang, Jianliang Xu, Byron Choi, Zechao Shang |
| 2019 | Knowledge Graphs and Enterprise AI: The Promise of an Enabling Technology. Luigi Bellomarini, Daniele Fakhoury, Georg Gottlob, Emanuel Sallinger |
| 2019 | Knowledge Representation for Emotion Intelligence. Shuo Wang |
| 2019 | Knowledge-Aware Deep Dual Networks for Text-Based Mortality Prediction. Ning Liu, Pan Lu, Wei Zhang, Jianyong Wang |
| 2019 | LCJoin: Set Containment Join via List Crosscutting. Dong Deng, Chengcheng Yang, Shuo Shang, Fan Zhu, Li Liu, Ling Shao |
| 2019 | LDC: A Lower-Level Driven Compaction Method to Optimize SSD-Oriented Key-Value Stores. Yunpeng Chai, Yanfeng Chai, Xin Wang, Haocheng Wei, Ning Bao, Yushi Liang |
| 2019 | Large Scale Traffic Signal Network Optimization - A Paradigm Shift Driven by Big Data. Liang Yu, Jinqiang Yu, Maolei Zhang, Xin Zhang, Yuehu Liu, Hui Zhang, Wanli Min |
| 2019 | Lazo: A Cardinality-Based Method for Coupled Estimation of Jaccard Similarity and Containment. Raul Castro Fernandez, Jisoo Min, Demitri Nava, Samuel Madden |
| 2019 | Learning Effective Embeddings From Crowdsourced Labels: An Educational Case Study. Guowei Xu, Wenbiao Ding, Jiliang Tang, Songfan Yang, Gale Yan Huang, Zitao Liu |
| 2019 | Learning Individual Models for Imputation. Aoqian Zhang, Shaoxu Song, Yu Sun, Jianmin Wang |
| 2019 | LinkBlackHole*: Robust Overlapping Community Detection Using Link Embedding (Extended Abstract). Jungeun Kim, Sungsu Lim, Jae-Gil Lee, Byung Suk Lee |
| 2019 | Location Inference for Non-Geotagged Tweets in User Timelines [Extended Abstract]. Pengfei Li, Hua Lu, Nattiya Kanhabua, Sha Zhao, Gang Pan |
| 2019 | Logan: A Distributed Online Log Parser. Amey Agrawal, Rohit Karlupia, Rajat Gupta |
| 2019 | MF-Join: Efficient Fuzzy String Similarity Join with Multi-level Filtering. Jin Wang, Chunbin Lin, Carlo Zaniolo |
| 2019 | MIDAS: Finding the Right Web Sources to Fill Knowledge Gaps. Xiaolan Wang, Xin Luna Dong, Yang Li, Alexandra Meliou |
| 2019 | MLlib*: Fast Training of GLMs Using Spark MLlib. Zhipeng Zhang, Jiawei Jiang, Wentao Wu, Ce Zhang, Lele Yu, Bin Cui |
| 2019 | MPR - A Partitioning-Replication Framework for Multi-Processing kNN Search on Road Networks. Siqiang Luo, Ben Kao, Xiaowei Wu, Reynold Cheng |
| 2019 | Maximizing Multifaceted Network Influence. Yuchen Li, Ju Fan, George V. Ovchinnikov, Panagiotis Karras |
| 2019 | Maximizing the Utility in Location-Based Mobile Advertising. Peng Cheng, Xiang Lian, Lei Chen, Siyuan Liu |
| 2019 | Meta Diagram Based Active Social Networks Alignment. Yuxiang Ren, Charu C. Aggarwal, Jiawei Zhang |
| 2019 | Micro-Browsing Models for Search Snippets. Muhammad Asiful Islam, Ramakrishnan Srikant, Sugato Basu |
| 2019 | Minimizing Maximum Delay of Task Assignment in Spatial Crowdsourcing. Zhao Chen, Peng Cheng, Yuxiang Zeng, Lei Chen |
| 2019 | Mining Order-Preserving Submatrices Under Data Uncertainty: A Possible-World Approach. Ji Cheng, Da Yan, Xiaotian Hao, Wilfred Ng |
| 2019 | Mining Periodic Cliques in Temporal Networks. Hongchao Qin, Rong-Hua Li, Guoren Wang, Lu Qin, Yurong Cheng, Ye Yuan |
| 2019 | Modeling Multidimensional User Preferences for Collaborative Filtering. Farhan Khawar, Nevin L. Zhang |
| 2019 | Mostly Order Preserving Dictionaries. Chunwei Liu, McKade Umbenhower, Hao Jiang, Pranav Subramaniam, Jihong Ma, Aaron J. Elmore |
| 2019 | Moving Object Linking Based on Historical Trace. Fengmei Jin, Wen Hua, Jiajie Xu, Xiaofang Zhou |
| 2019 | Multi-Dimensional Genomic Data Management for Region-Preserving Operations. Olha Horlova, Abdulrahman Kaitoua, Volker Markl, Stefano Ceri |
| 2019 | Multi-copy Cuckoo Hashing. Dagang Li, Rong Du, Ziheng Liu, Tong Yang, Bin Cui |
| 2019 | Multicapacity Facility Selection in Networks. Alvis Logins, Panagiotis Karras, Christian S. Jensen |
| 2019 | Muses: Distributed Data Migration System for Polystores. Abdulrahman Kaitoua, Tilmann Rabl, Asterios Katsifodimos, Volker Markl |
| 2019 | NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding. Yongqi Zhang, Quanming Yao, Yingxia Shao, Lei Chen |
| 2019 | Native Storage Techniques for Data Management. Ilia Petrov, Andreas Koch, Sergey Hardock, Tobias Vinçon, Christian Riegger |
| 2019 | Near-Accurate Multiset Reconciliation (Extended Abstract). Lailong Luo, Deke Guo, Xiang Zhao, Jie Wu, Ori Rottenstreich, Xueshan Luo |
| 2019 | Neural Multi-task Recommendation from Multi-behavior Data. Chen Gao, Xiangnan He, Dahua Gan, Xiangning Chen, Fuli Feng, Yong Li, Tat-Seng Chua, Depeng Jin |
| 2019 | No False Negatives: Accepting All Useful Schedules in a Fast Serializable Many-Core System. Dominik Durner, Thomas Neumann |
| 2019 | No, That's Not My Feedback: TV Show Recommendation Using Watchable Interval. Kyung-Jae Cho, Yeon-Chang Lee, Kyungsik Han, Jaeho Choi, Sang-Wook Kim |
| 2019 | Nonlinear Models Over Normalized Data. Zhaoyue Cheng, Nick Koudas |
| 2019 | OSMAC: Optimizing Subgraph Matching Algorithms with Community Structure. Yunkai Lou, Chaokun Wang |
| 2019 | On Efficiently Answering Why-Not Range-Based Skyline Queries in Road Networks (Extended Abstract). Xiaoye Miao, Yunjun Gao, Su Guo, Gang Chen |
| 2019 | On Generalizing Collective Spatial Keyword Queries (Extended Abstract). Harry Kai-Ho Chan, Cheng Long, Raymond Chi-Wing Wong |
| 2019 | Online Social Media Recommendation Over Streams. Xiangmin Zhou, Dong Qin, Xiaolu Lu, Lei Chen, Yanchun Zhang |
| 2019 | Optimizing Cross-Platform Data Movement. Sebastian Kruse, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Sanjay Chawla, Felix Naumann, Bertty Contreras-Rojas |
| 2019 | Optimizing Quality for Probabilistic Skyline Computation and Probabilistic Similarity Search (Extended Abstract). Xiaoye Miao, Yunjun Gao, Linlin Zhou, Wei Wang, Qing Li |
| 2019 | Order-Sensitive Imputation for Clustered Missing Values (Extended Abstract). Qian Ma, Yu Gu, Wang-Chien Lee, Ge Yu |
| 2019 | Outer and Anti Joins in Temporal-Probabilistic Databases. Katerina Papaioannou, Martin Theobald, Michael H. Böhlen |
| 2019 | Packed Memory Arrays - Rewired. Dean De Leo, Peter Boncz |
| 2019 | Parallel and Distributed Processing of Reverse Top-k Queries. Panagiotis Nikitopoulos, Georgios A. Sfyris, Akrivi Vlachou, Christos Doulkeridis, Orestis Telelis |
| 2019 | Parameter Discovery in Unsupervised Clustering. Valentin Clement, Thomas Heinis |
| 2019 | Partitioned Data Security on Outsourced Sensitive and Non-Sensitive Data. Sharad Mehrotra, Shantanu Sharma, Jeffrey D. Ullman, Anurag Mishra |
| 2019 | PePPer: Fine-Grained Personal Access Control via Peer Probing. Yael Amsterdamer, Osnat Drien |
| 2019 | PerRD: A System for Personalized Route Description. Han Su, Guanglin Cong, Wei Chen, Qinyuan Su, Bolong Zheng, Kai Zheng |
| 2019 | Physical Representation-Based Predicate Optimization for a Visual Analytics Database. Michael R. Anderson, Michael J. Cafarella, Germán Ros, Thomas F. Wenisch |
| 2019 | Presto: SQL on Everything. Raghav Sethi, Martin Traverso, Dain Sundstrom, David Phillips, Wenlei Xie, Yutian Sun, Nezih Yegitbasi, Haozhun Jin, Eric Hwang, Nileema Shingte, Christopher Berner |
| 2019 | PriSTE: From Location Privacy to Spatiotemporal Event Privacy. Yang Cao, Yonghui Xiao, Li Xiong, Liquan Bai |
| 2019 | Procrastination-Aware Scheduling: A Bipartite Graph Perspective. Libin Wang, Yongxin Tong, Chunming Hu, Lei Chen, Yiming Li |
| 2019 | REPT: A Streaming Algorithm of Approximating Global and Local Triangle Counts in Parallel. Pinghui Wang, Peng Jia, Yiyan Qi, Yu Sun, Jing Tao, Xiaohong Guan |
| 2019 | RUM: Network Representation Learning Using Motifs. Yanlei Yu, Zhiwu Lu, Jiajun Liu, Guoping Zhao, Ji-Rong Wen |
| 2019 | Real Time Principal Component Analysis. Ranak Roy Chowdhury, Muhammad Abdullah Adnan, Rajesh K. Gupta |
| 2019 | RecovDB: Accurate and Efficient Missing Blocks Recovery for Large Time Series. Ines Arous, Mourad Khayati, Philippe Cudré-Mauroux, Ying Zhang, Martin L. Kersten, Svetlin Stalinlov |
| 2019 | Rima: An RDMA-Accelerated Model-Parallelized Solution to Large-Scale Matrix Factorization. Jinkun Geng, Dan Li, Shuai Wang |
| 2019 | Robust High Dimensional Stream Classification with Novel Class Detection. Zhuoyi Wang, Zelun Kong, Swarup Chandra, Hemeng Tao, Latifur Khan |
| 2019 | Robust Query Processing: Mission Possible. Jayant R. Haritsa |
| 2019 | Route Recommendations on Road Networks for Arbitrary User Preference Functions. Pranali Yawalkar, Sayan Ranu |
| 2019 | Rule-Based Entity Resolution on Database with Hidden Temporal Information (Extended Abstract). Hongzhi Wang, Xiaoou Ding, Jianzhong Li, Hong Gao |
| 2019 | SAC: A System for Big Data Lineage Tracking. Mingjie Tang, Saisai Shao, Weiqing Yang, Yanbo Liang, Yongyang Yu, Bikas Saha, Dongjoon Hyun |
| 2019 | SEBDB: Semantics Empowered BlockChain DataBase. Yanchao Zhu, Zhao Zhang, Cheqing Jin, Aoying Zhou, Ying Yan |
| 2019 | SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing. Yongxin Tong, Lei Chen, Zimu Zhou, H. V. Jagadish, Lidan Shou, Weifeng Lv |
| 2019 | Scalable Frequent Sequence Mining with Flexible Subsequence Constraints. Alexander Renz-Wieland, Matthias Bertsch, Rainer Gemulla |
| 2019 | Scalable Metric Similarity Join Using MapReduce. Jiacheng Wu, Yong Zhang, Jin Wang, Chunbin Lin, Yingjia Fu, Chunxiao Xing |
| 2019 | Scalable Similarity Joins of Tokenized Strings. Ahmed Metwally, Chun-Heng Huang |
| 2019 | Scaling Up Subgraph Query Processing with Efficient Subgraph Matching. Shixuan Sun, Qiong Luo |
| 2019 | SciDetector: Scientific Event Discovery by Tracking Variable Source Data Streaming. Zhiqiang Duan, Chen Yang, Xiaofeng Meng, Yongjie Du, Jiaming Qiu, Xiaobin Ma, Zhihui Du, Xukang Zhang, Baoning Niu, Chao Wu |
| 2019 | SecEQP: A Secure and Efficient Scheme for SkNN Query Problem Over Encrypted Geodata on Cloud. Xinyu Lei, Alex X. Liu, Rui Li, Guan-Hua Tu |
| 2019 | Seed Selection and Social Coupon Allocation for Redemption Maximization in Online Social Networks. Tung-Chun Chang, Yishuo Shi, De-Nian Yang, Wen-Tsuen Chen |
| 2019 | ServeDB: Secure, Verifiable, and Efficient Range Queries on Outsourced Database. Songrui Wu, Qi Li, Guoliang Li, Dong Yuan, Xingliang Yuan, Cong Wang |
| 2019 | SimMeme: A Search Engine for Internet Memes. Tova Milo, Amit Somech, Brit Youngmann |
| 2019 | Skyline Queries Constrained by Multi-cost Transportation Networks. Qixu Gong, Huiping Cao, Parth Nagarkar |
| 2019 | Slice Finder: Automated Data Slicing for Model Validation. Yeounoh Chung, Tim Kraska, Neoklis Polyzotis, Ki Hyun Tae, Steven Euijong Whang |
| 2019 | Social Influence-Based Group Representation Learning for Group Recommendation. Hongzhi Yin, Qinyong Wang, Kai Zheng, Zhixu Li, Jiali Yang, Xiaofang Zhou |
| 2019 | Stochastic Weight Completion for Road Networks Using Graph Convolutional Networks. Jilin Hu, Chenjuan Guo, Bin Yang, Christian S. Jensen |
| 2019 | T-Sample: A Dual Reservoir-Based Sampling Method for Characterizing Large Graph Streams. Lingling Zhang, Hong Jiang, Fang Wang, Dan Feng, Yanwen Xie |
| 2019 | TARDIS: Distributed Indexing Framework for Big Time Series Data. Liang Zhang, Noura Alghamdi, Mohamed Y. Eltabakh, Elke A. Rundensteiner |
| 2019 | Taster: Self-Tuning, Elastic and Online Approximate Query Processing. Matthaios Olma, Odysseas Papapetrou, Raja Appuswamy, Anastasia Ailamaki |
| 2019 | Telco Big Data Research and Open Problems. Constantinos Costa, Demetrios Zeinalipour-Yazti |
| 2019 | Time Constrained Continuous Subgraph Search Over Streaming Graphs. Youhuan Li, Lei Zou, M. Tamer Özsu, Dongyan Zhao |
| 2019 | Time-Dependent Hop Labeling on Road Network. Lei Li, Sibo Wang, Xiaofang Zhou |
| 2019 | To Index or Not to Index: Optimizing Exact Maximum Inner Product Search. Firas Abuzaid, Geet Sethi, Peter Bailis, Matei Zaharia |
| 2019 | Top-K Entity Resolution with Adaptive Locality-Sensitive Hashing. Vasilis Verroios, Hector Garcia-Molina |
| 2019 | Top-K Frequent Term Queries on Streaming Data. Sara Farazi, Davood Rafiei |
| 2019 | Towards Explaining the Effects of Data Preprocessing on Machine Learning. Carlos Vladimiro Gonzalez Zelaya |
| 2019 | Towards Longitudinal Analytics on Social Media Data. Fan Xia, Bin Yang, Chengcheng Yu, Weining Qian, Aoying Zhou |
| 2019 | Towards the Completion of a Domain-Specific Knowledge Base with Emerging Query Terms. Sihang Jiang, Jiaqing Liang, Yanghua Xiao, Haihong Tang, Hai-Kuan Huang, Jun Tan |
| 2019 | Tracking Influential Nodes in Time-Decaying Dynamic Interaction Networks. Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang |
| 2019 | TuFast: A Lightweight Parallelization Library for Graph Analytics. Zechao Shang, Jeffrey Xu Yu, Zhiwei Zhang |
| 2019 | Uncertain Graph Sparsification (Extended Abstract). Panos Parchas, Nikolaos Papailiou, Dimitris Papadias, Francesco Bonchi |
| 2019 | Understanding Data Science Lifecycle Provenance via Graph Segmentation and Summarization. Hui Miao, Amol Deshpande |
| 2019 | Unsupervised String Transformation Learning for Entity Consolidation. Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang |
| 2019 | Utilizing Dynamic Properties of Sharing Bits and Registers to Estimate User Cardinalities Over Time. Pinghui Wang, Peng Jia, Xiangliang Zhang, Jing Tao, Xiaohong Guan, Don Towsley |
| 2019 | Vaite: A Visualization-Assisted Interactive Big Urban Trajectory Data Exploration System. Chuang Yang, Yilan Zhang, Bo Tang, Min Zhu |
| 2019 | Walking with Perception: Efficient Random Walk Sampling via Common Neighbor Awareness. Yongkun Li, Zhiyong Wu, Shuai Lin, Hong Xie, Min Lv, Yinlong Xu, John C. S. Lui |
| 2019 | WebPut: A Web-Aided Data Imputation System for the General Type of Missing String Attribute Values. Shuangli Shan, Zhixu Li, Yang Li, Qiang Yang, Jia Zhu, Mohamed A. Sharaf, Xiaofang Zhou |
| 2019 | Weight-Constrained Route Planning Over Time-Dependent Graphs. Ye Yuan, Xiang Lian, Guoren Wang, Lei Chen, Yuliang Ma, Yishu Wang |
| 2019 | When Geo-Text Meets Security: Privacy-Preserving Boolean Spatial Keyword Queries. Ningning Cui, Jianxin Li, Xiaochun Yang, Bin Wang, Mark Reynolds, Yong Xiang |
| 2019 | Workload-Aware Subgraph Query Caching and Processing in Large Graphs. Yongjiang Liang, Peixiang Zhao |
| 2019 | Workload-Driven Fragment Allocation for Partially Replicated Databases Using Linear Programming. Stefan Halfpap, Rainer Schlosser |
| 2019 | XINA: Explainable Instance Alignment using Dominance Relationship (Extended Abstract). Jinyoung Yeo, Haeju Park, Sanghoon Lee, Eric Wonhee Lee, Seung-won Hwang |
| 2019 | iFair: Learning Individually Fair Data Representations for Algorithmic Decision Making. Preethi Lahoti, Krishna P. Gummadi, Gerhard Weikum |
| 2019 | vABS: Towards Verifiable Attribute-Based Search Over Shared Cloud Data. Yang Ji, Cheng Xu, Jianliang Xu, Haibo Hu |