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36th ICDE 2020: Dallas, TX, USA
- 36th IEEE International Conference on Data Engineering, ICDE 2020, Dallas, TX, USA, April 20-24, 2020. IEEE 2020, ISBN 978-1-7281-2903-7
- Yurong Cheng, Boyang Li, Xiangmin Zhou, Ye Yuan, Guoren Wang, Lei Chen:
Real-Time Cross Online Matching in Spatial Crowdsourcing. 1-12 - Yan Zhao, Kai Zheng, Yue Cui
, Han Su, Feida Zhu
Predictive Task Assignment in Spatial Crowdsourcing: A Data-driven Approach. 13-24 - Chi Harold Liu, Yinuo Zhao, Zipeng Dai, Ye Yuan, Guoren Wang, Dapeng Wu
Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning Approach. 25-36 - Jiacheng Huang, Wei Hu, Zhifeng Bao
Crowdsourced Collective Entity Resolution with Relational Match Propagation. 37-48 - Caihua Shan, Nikos Mamoulis, Reynold Cheng
An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms. 49-60 - Yifeng Jin, Lin Zhu, Zijing Tan
Efficient Bidirectional Order Dependency Discovery. 61-72 - Wentao Zhang, Jiawei Jiang, Yingxia Shao, Bin Cui
Efficient Diversity-Driven Ensemble for Deep Neural Networks. 73-84 - Thanh Trung Huynh, Van Vinh Tong, Thanh Tam Nguyen
Adaptive Network Alignment with Unsupervised and Multi-order Convolutional Networks. 85-96 - Wenlu Wang, Yingtao Tian, Haixun Wang, Wei-Shinn Ku
A Natural Language Interface for Database: Achieving Transfer-learnability Using Adversarial Method for Question Understanding. 97-108 - Olha Horlova, Abdulrahman Kaitoua, Stefano Ceri:
Array-based Data Management for Genomics. 109-120 - Lei Guo
Group Recommendation with Latent Voting Mechanism. 121-132 - Yu Zheng, Chen Gao, Xiangnan He, Yong Li, Depeng Jin:
Price-aware Recommendation with Graph Convolutional Networks. 133-144 - Yuanyuan Jin, Wei Zhang, Xiangnan He, Xinyu Wang, Xiaoling Wang:
Syndrome-aware Herb Recommendation with Multi-Graph Convolution Network. 145-156 - Junshuai Song, Zhao Li
PoisonRec: An Adaptive Data Poisoning Framework for Attacking Black-box Recommender Systems. 157-168 - Kazutoshi Umemoto, Tova Milo, Masaru Kitsuregawa:
Toward Recommendation for Upskilling: Modeling Skill Improvement and Item Difficulty in Action Sequences. 169-180 - Chen Zhang, Fan Zhang, Wenjie Zhang
Exploring Finer Granularity within the Cores: Efficient (k, p)-Core Computation. 181-192 - Joana M. F. da Trindade, Konstantinos Karanasos, Carlo Curino, Samuel Madden, Julian Shun:
Kaskade: Graph Views for Efficient Graph Analytics. 193-204 - Qi Zhang, Rong-Hua Li, Qixuan Yang, Guoren Wang, Lu Qin
Efficient Top-k Edge Structural Diversity Search. 205-216 - Zhuo Wang, Chaokun Wang, Weiping Wang, Xiaoyan Gu
Adaptive Relation Discovery from Focusing Seeds on Large Networks. 217-228 - Peng Lin, Qi Song, Yinghui Wu, Jiaxing Pi:
Repairing Entities using Star Constraints in Multirelational Graphs. 229-240 - Xun Yi, Russell Paulet, Elisa Bertino, Fang-Yu Rao:
Practical Anonymous Subscription with Revocation Based on Broadcast Encryption. 241-252 - Ningning Cui, Xiaochun Yang, Bin Wang, Jianxin Li
SVkNN: Efficient Secure and Verifiable k-Nearest Neighbor Query on the Cloud Platform*. 253-264 - Daren Fadolalkarim, Elisa Bertino, Asmaa Sallam:
An Anomaly Detection System for the Protection of Relational Database Systems against Data Leakage by Application Programs. 265-276 - Basit Khurram, Florian Kerschbaum:
SFour: A Protocol for Cryptographically Secure Record Linkage at Scale. 277-288 - Mingjie Li, Ying Zhang
I/O Efficient Approximate Nearest Neighbour Search based on Learned Functions. 289-300 - Tim Gubner
Efficient Query Processing with Optimistically Compressed Hash Tables & Strings in the USSR. 301-312 - Qiang Zhang, Yongkun Li, Patrick P. C. Lee
UniKV: Toward High-Performance and Scalable KV Storage in Mixed Workloads via Unified Indexing. 313-324 - TaiNing Wang, Chee-Yong Chan:
Improved Correlated Sampling for Join Size Estimation. 325-336 - Botao Peng, Panagiota Fatourou, Themis Palpanas:
MESSI: In-Memory Data Series Indexing. 337-348 - Xiucheng Li, Gao Cong, Yun Cheng:
Spatial Transition Learning on Road Networks with Deep Probabilistic Models. 349-360 - Shen Liang, Yanchun Zhang, Jiangang Ma:
Active Model Selection for Positive Unlabeled Time Series Classification. 361-372 - Yuanduo He, Xu Chu, Yasha Wang
Neighbor Profile: Bagging Nearest Neighbors for Unsupervised Time Series Mining. 373-384 - Fabian Gieseke, Sabina Rosca, Troels Henriksen, Jan Verbesselt
Massively-Parallel Change Detection for Satellite Time Series Data with Missing Values. 385-396 - Qiyan Li, Yuanyuan Zhu, Jeffrey Xu Yu:
Skyline Cohesive Group Queries in Large Road-social Networks. 397-408 - Taotao Cai
Anchored Vertex Exploration for Community Engagement in Social Networks. 409-420 - Ruida Yang, Xin Lin, Jianliang Xu
Optimizing Knowledge Graphs through Voting-based User Feedback. 421-432 - Yongqi Zhang, Quanming Yao
AutoSF: Searching Scoring Functions for Knowledge Graph Embedding. 433-444 - Yuxiang Wang, Arijit Khan
Semantic Guided and Response Times Bounded Top-k Similarity Search over Knowledge Graphs. 445-456 - Jiaxin Jiang
PPKWS: An Efficient Framework for Keyword Search on Public-Private Networks. 457-468 - Shagufta Mehnaz, Elisa Bertino:
Privacy-preserving Real-time Anomaly Detection Using Edge Computing. 469-480 - Chao Yan, Haifeng Xu, Yevgeniy Vorobeychik, Bo Li, Daniel Fabbri
To Warn or Not to Warn: Online Signaling in Audit Games. 481-492 - Ios Kotsogiannis, Stelios Doudalis, Samuel Haney, Ashwin Machanavajjhala, Sharad Mehrotra:
One-sided Differential Privacy. 493-504 - Xiaolan Gu, Ming Li, Li Xiong
Providing Input-Discriminative Protection for Local Differential Privacy. 505-516 - Qian Tao
Differentially Private Online Task Assignment in Spatial Crowdsourcing: A Tree-based Approach. 517-528 - Noura Alghamdi, Liang Zhang, Huayi Zhang, Elke A. Rundensteiner, Mohamed Y. Eltabakh:
ChainLink: Indexing Big Time Series Data For Long Subsequence Matching. 529-540 - Trong Duc Nguyen, Ming-Hung Shih, Sai Sree Parvathaneni, Bojian Xu, Divesh Srivastava, Srikanta Tirthapura:
Random Sampling for Group-By Queries. 541-552 - Li Wang, Zining Zhang
PA-Tree: Polled-Mode Asynchronous B+ Tree for NVMe. 553-564 - Jianye Yang, Wenjie Zhang
Distributed Streaming Set Similarity Join. 565-576 - Zhongle Xie, Hongbin Ying, Cong Yue
Cool, a COhort OnLine analytical processing system. 577-588 - Zijian Li, Wenhao Zheng, Xueling Lin, Ziyuan Zhao, Zhe Wang
TransN: Heterogeneous Network Representation Learning by Translating Node Embeddings. 589-600 - Jin Xu, Jingbo Zhou, Yongpo Jia, Jian Li, Hui Xiong:
An Adaptive Master-Slave Regularized Model for Unexpected Revenue Prediction Enhanced with Alternative Data. 601-612 - Zicun Cong, Lingyang Chu, Lanjun Wang
Exact and Consistent Interpretation of Piecewise Linear Models Hidden behind APIs: A Closed Form Solution. 613-624 - Keqi Han, Yuan Tian, Yunjia Zhang, Ling Han
Statistical Estimation of Diffusion Network Topologies. 625-636 - Quang-Huy Duong
Multiple Dense Subtensor Estimation with High Density Guarantee. 637-648 - Keke Huang
Efficient Approximation Algorithms for Adaptive Target Profit Maximization. 649-660 - Kai Wang
Efficient Bitruss Decomposition for Large-scale Bipartite Graphs. 661-672 - Cheng Zhao, Zhibin Zhang, Peng Xu, Tianqi Zheng, Jiafeng Guo:
Kaleido: An Efficient Out-of-core Graph Mining System on A Single Machine. 673-684 - Deming Chu, Fan Zhang, Xuemin Lin, Wenjie Zhang
Finding the Best k in Core Decomposition: A Time and Space Optimal Solution. 685-696 - Guohao Sun, Guanfeng Liu
Updates-Aware Graph Pattern based Node Matching. 697-708 - Alex Bogatu, Alvaro A. A. Fernandes, Norman W. Paton, Nikolaos Konstantinou:
Dataset Discovery in Data Lakes. 709-720 - Yu Sun
Swapping Repair for Misplaced Attribute Values. 721-732 - Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li:
Interactive Cleaning for Progressive Visualization through Composite Questions. 733-744 - Kim-Hung Le
User-driven Error Detection for Time Series with Events. 745-757 - Hanbing Zhang, Yazhong Zhang, Zhenying He, Yinan Jing, Kai Zhang, X. Sean Wang:
An Agile Sample Maintenance Approach for Agile Analytics. 757-768 - Junzhou Zhao, Pinghui Wang, Jing Tao, Shuo Zhang, John C. S. Lui:
Continuously Tracking Core Items in Data Streams with Probabilistic Decays. 769-780 - Puya Memarzia
The Art of Efficient In-memory Query Processing on NUMA Systems: a Systematic Approach. 781-792 - Lijun Chang, Xing Feng, Xuemin Lin, Lu Qin
Speeding Up GED Verification for Graph Similarity Search. 793-804 - Damjan Gjurovski, Sebastian Michel:
Scaling Out Schema-free Stream Joins. 805-816 - Tova Milo, Yuval Moskovitch, Brit Youngmann:
Contribution Maximization in Probabilistic Datalog. 817-828 - Shahab Helmi, Farnoush Banaei Kashani:
Multiscale Frequent Co-movement Pattern Mining. 829-840 - Zhining Liu, Wei Cao, Zhifeng Gao, Jiang Bian, Hechang Chen, Yi Chang
Self-paced Ensemble for Highly Imbalanced Massive Data Classification. 841-852 - Yash Garg, K. Selçuk Candan, Maria Luisa Sapino:
SAN : Scale-Space Attention Networks. 853-864 - Khanh Luong, Richi Nayak
A Novel Approach to Learning Consensus and Complementary Information for Multi-View Data Clustering. 865-876 - Alexandra Kim, Laks V. S. Lakshmanan, Divesh Srivastava:
Summarizing Hierarchical Multidimensional Data. 877-888 - Yue Kou, Derong Shen, Quinn Snell, Dong Li, Tiezheng Nie, Ge Yu, Shuai Ma:
Efficient Team Formation in Social Networks based on Constrained Pattern Graph. 889-900 - Yixing Yang, Yixiang Fang
Effective and Efficient Truss Computation over Large Heterogeneous Information Networks. 901-912 - Dandan Lin
Index-Free Approach with Theoretical Guarantee for Efficient Random Walk with Restart Query. 913-924 - Jeongmyung Lee, Seokwon Kang
Optimization of GPU-based Sparse Matrix Multiplication for Large Sparse Networks. 925-936 - Qing Liu, Yifan Zhu
VAC: Vertex-Centric Attributed Community Search. 937-948 - Yiding Liu, Kaiqi Zhao, Gao Cong, Zhifeng Bao
Online Anomalous Trajectory Detection with Deep Generative Sequence Modeling. 949-960 - Zhidan Liu, Zengyang Gong, Jiangzhou Li, Kaishun Wu
Mobility-Aware Dynamic Taxi Ridesharing. 961-972 - Bolong Zheng, Chenze Huang, Christian S. Jensen
Online Trichromatic Pickup and Delivery Scheduling in Spatial Crowdsourcing. 973-984 - Wangze Ni, Peng Cheng
Task Allocation in Dependency-aware Spatial Crowdsourcing. 985-996 - Lisi Chen, Shuo Shang, Christian S. Jensen
Parallel Semantic Trajectory Similarity Join. 997-1008 - Min Xie, Raymond Chi-Wing Wong, Peng Peng, Vassilis J. Tsotras
Being Happy with the Least: Achieving α-happiness with Minimum Number of Tuples. 1009-1020 - Jun Kuang
Improving Neural Relation Extraction with Implicit Mutual Relations. 1021-1032 - Weijie Zhao
SONG: Approximate Nearest Neighbor Search on GPU. 1033-1044 - Kejing Lu, Mineichi Kudo
R2LSH: A Nearest Neighbor Search Scheme Based on Two-dimensional Projected Spaces. 1045-1056 - Yan Li, Tingjian Ge, Cindy X. Chen:
Online Indices for Predictive Top-k Entity and Aggregate Queries on Knowledge Graphs. 1057-1068 - Feng Zhang, Jidong Zhai, Xipeng Shen
Enabling Efficient Random Access to Hierarchically-Compressed Data. 1069-1080 - Zhong Yang
Adaptive Top-k Overlap Set Similarity Joins. 1081-1092 - Bo Zhao
Load Shedding for Complex Event Processing: Input-based and State-based Techniques. 1093-1104 - Nikos R. Katsipoulakis, Alexandros Labrinidis, Panos K. Chrysanthis
SPEAr: Expediting Stream Processing with Accuracy Guarantees. 1105-1116 - Shixun Huang
Temporal Network Representation Learning via Historical Neighborhoods Aggregation. 1117-1128 - Swapnil Gandhi
An Interval-centric Model for Distributed Computing over Temporal Graphs. 1129-1140 - Mo Li
CrashSim: An Efficient Algorithm for Computing SimRank over Static and Temporal Graphs. 1141-1152 - Dong Wen
Efficiently Answering Span-Reachability Queries in Large Temporal Graphs. 1153-1164 - Jia Yu
Turbocharging Geospatial Visualization Dashboards via a Materialized Sampling Cube Approach. 1165-1176 - Ibrahim Sabek
Sya: Enabling Spatial Awareness inside Probabilistic Knowledge Base Construction. 1177-1188 - Lei Li
Fast Query Decomposition for Batch Shortest Path Processing in Road Networks. 1189-1200 - Jiehuan Luo, Xin Cao
Efficient Attribute-Constrained Co-Located Community Search. 1201-1212 - Zijin Feng, Tiantian Liu
Indoor Top-k Keyword-aware Routing Query. 1213-1224 - Jiajia Chu, Yunshan Tu, Yao Zhang, Chuliang Weng:
Latte: A Native Table Engine On Nvme Storage. 1225-1236 - Sehyeon Oh, Wook-Hee Kim, Jihye Seo, Hyeonho Song, Sam H. Noh, Beomseok Nam:
Doubleheader Logging: Eliminating Journal Write Overhead for Mobile DBMS. 1237-1248 - Li Zeng
GSI: GPU-friendly Subgraph Isomorphism. 1249-1260 - Xuan Sun
FPGA-based Compaction Engine for Accelerating LSM-tree Key-Value Stores. 1261-1272 - Andrew Crotty, Alex Galakatos, Tim Kraska:
Getting Swole: Generating Access-Aware Code with Predicate Pullups. 1273-1284 - Nick Koudas, Raymond Li, Ioannis Xarchakos:
Video Monitoring Queries. 1285-1296 - Xiang Yu, Guoliang Li, Chengliang Chai, Nan Tang:
Reinforcement Learning with Tree-LSTM for Join Order Selection. 1297-1308 - Saravanan Thirumuruganathan, Shohedul Hasan, Nick Koudas, Gautam Das
Approximate Query Processing for Data Exploration using Deep Generative Models. 1309-1320 - Fotis Savva, Christos Anagnostopoulos
SuRF: Identification of Interesting Data Regions with Surrogate Models. 1321-1332 - Xinyang Yu, Yanqing Peng
Two-Level Data Compression using Machine Learning in Time Series Database. 1333-1344 - Mohammad Javad Amiri
SeeMoRe: A Fault-Tolerant Protocol for Hybrid Cloud Environments. 1345-1356 - Yuechen Tao, Bo Li, Jingjie Jiang, Hok Chu Ng, Cong Wang, Baochun Li:
On Sharding Open Blockchains with Smart Contracts. 1357-1368 - Da Yan, Guimu Guo, Md Mashiur Rahman Chowdhury, M. Tamer Özsu
G-thinker: A Distributed Framework for Mining Subgraphs in a Big Graph. 1369-1380 - Michael Abebe, Brad Glasbergen, Khuzaima Daudjee:
DynaMast: Adaptive Dynamic Mastering for Replicated Systems. 1381-1392 - Jinkun Geng, Dan Li, Shuai Wang:
Fela: Incorporating Flexible Parallelism and Elastic Tuning to Accelerate Large-Scale DML. 1393-1404 - Tong Chen
Sequence-Aware Factorization Machines for Temporal Predictive Analytics. 1405-1416 - Jilin Hu
Stochastic Origin-Destination Matrix Forecasting Using Dual-Stage Graph Convolutional, Recurrent Neural Networks. 1417-1428 - Yvonne Mülle, Michael H. Böhlen:
Query Results over Ongoing Databases that Remain Valid as Time Passes By. 1429-1440 - Huan Li
Indoor Mobility Semantics Annotation Using Coupled Conditional Markov Networks. 1441-1452 - Keyu Yang
Towards Factorized SVM with Gaussian Kernels over Normalized Data. 1453-1464 - Jiyuan Zhang, Yi Lu, Daniele G. Spampinato
FESIA: A Fast and SIMD-Efficient Set Intersection Approach on Modern CPUs. 1465-1476 - Philipp Fent
Low-Latency Communication for Fast DBMS Using RDMA and Shared Memory. 1477-1488 - Zoi Kaoudi
ML-based Cross-Platform Query Optimization. 1489-1500 - Haitao Yuan, Guoliang Li, Ling Feng, Ji Sun, Yue Han:
Automatic View Generation with Deep Learning and Reinforcement Learning. 1501-1512 - Zhipeng Zhang, Wentao Wu, Jiawei Jiang, Lele Yu, Bin Cui
C olumnSGD: A Column-oriented Framework for Distributed Stochastic Gradient Descent. 1513-1524 - Harald Bögeholz, Michael Brand, Radu-Alexandru Todor:
In-database connected component analysis. 1525-1536 - Shuhao Zhang
Towards Concurrent Stateful Stream Processing on Multicore Processors. 1537-1548 - Jiawei Jiang, Pin Xiao, Lele Yu, Xiaosen Li, Jiefeng Cheng, Xupeng Miao, Zhipeng Zhang, Bin Cui
PSGraph: How Tencent trains extremely large-scale graphs with Spark? 1549-1557 - Ruiyuan Li, Huajun He, Rubin Wang, Yuchuan Huang, Junwen Liu, Sijie Ruan, Tianfu He, Jie Bao, Yu Zheng:
JUST: JD Urban Spatio-Temporal Data Engine. 1558-1569 - Sukhada Pendse, Vasudha Krishnaswamy, Kartik Kulkarni, Yunrui Li, Tirthankar Lahiri, Vivekanandhan Raja, Jing Zheng, Mahesh Girkar, Akshay Kulkarni:
Oracle Database In-Memory on Active Data Guard: Real-time Analytics on a Standby Database. 1570-1578 - Arun Swami, Sriram Vasudevan, Joojay Huyn:
Data Sentinel: A Declarative Production-Scale Data Validation Platform. 1579-1590 - Yuan Mei, Luwei Cheng, Vanish Talwar, Michael Y. Levin, Gabriela Jacques-Silva, Nikhil Simha, Anirban Banerjee, Brian Smith, Tim Williamson, Serhat Yilmaz, Weitao Chen, Guoqiang Jerry Chen:
Turbine: Facebook's Service Management Platform for Stream Processing. 1591-1602 - Wolfram Wingerath, Felix Gessert, Erik Witt, Hannes Kuhlmann, Florian Bücklers, Benjamin Wollmer, Norbert Ritter:
Speed Kit: A Polyglot & GDPR-Compliant Approach For Caching Personalized Content. 1603-1608 - Shouling Ji, Qinchen Gu, Haiqin Weng, Qianjun Liu, Pan Zhou, Jing Chen, Zhao Li
De-Health: All Your Online Health Information Are Belong to Us. 1609-1620 - Xuanhua Shi, Yipeng Zhang, Hong Huang, Zhenyu Hu, Hai Jin, Huan Shen, Yongluan Zhou
Maxson: Reduce Duplicate Parsing Overhead on Raw Data. 1621-1632 - Lisheng Zhao, Jiali Mao, Min Pu, Guoping Liu, Cheqing Jin, Weining Qian, Aoying Zhou, Xiang Wen, Runbo Hu, Hua Chai:
Automatic Calibration of Road Intersection Topology using Trajectories. 1633-1644 - Qitao Shi, Ya-Lin Zhang
SAFE: Scalable Automatic Feature Engineering Framework for Industrial Tasks. 1645-1656 - Tong Zhang, Baoliang Cui, Zhen Cui, Haikuan Huang, Jian Yang, Hongbo Deng, Bo Zheng:
Cross-Graph Convolution Learning for Large-Scale Text-Picture Shopping Guide in E-Commerce Search. 1657-1666 - Andreas Pfadler, Huan Zhao, Jizhe Wang, Lifeng Wang, Pipei Huang, Dik Lun Lee:
Billion-scale Recommendation with Heterogeneous Side Information at Taobao. 1667-1676 - Zhao Li
Hierarchical Bipartite Graph Neural Networks: Towards Large-Scale E-commerce Applications. 1677-1688 - Chonggang Song, Qian Lin, Guohui Ling, Zongyi Zhang, Hongzhao Chen, Jun Liao, Chuan Chen:
LoCEC: Local Community-based Edge Classification in Large Online Social Networks. 1689-1700 - Jiaping Gui, Ding Li, Zhengzhang Chen
APTrace: A Responsive System for Agile Enterprise Level Causality Analysis. 1701-1712 - Qifei Li
HomoPAI: A Secure Collaborative Machine Learning Platform based on Homomorphic Encryption. 1713-1717 - Qian Lin, Kaiyuan Yang
ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable Applications. 1718-1721 - Boxuan Li, Reynold Cheng
MC-Explorer: Analyzing and Visualizing Motif-Cliques on Large Networks. 1722-1725 - Nico Schäfer, Sebastian Michel:
JODA: A Vertically Scalable, Lightweight JSON Processor for Big Data Transformations. 1726-1729 - Shangwei Guo, Yang Ji
vCBIR: A Verifiable Search Engine for Content-Based Image Retrieval. 1730-1733 - François Lévesque, Marielle St-Germain, Dominique Piché, Jean-François Gauvin, Michel Gagnon, Thomas Hurtut:
MusX: Online Exploring and Visualizing Graph-Based Musical Adaptations. 1734-1737 - Qiyu Liu
RIDE: A System for Generalized Region of Interest Discovery and Exploration. 1738-1741 - Yihai Xi, Ning Wang
PocketView: A Concise and Informative Data Summarizer. 1742-1745 - Qixu Gong, Jiefei Liu, Huiping Cao
CSQ System: A System to Support Constrained Skyline Queries on Transportation Networks. 1746-1749 - Chao Zhang, Farouk Toumani, Bastien Doreau:
SUDAF: Sharing User-Defined Aggregate Functions. 1750-1553 - Leshang Chen, Susan B. Davidson:
Automating Software Citation using GitCite. 1754-1757 - Jiaye Liu, Jiali Mao, Jiajun Liao, Huiqi Hu, Ye Guo, Aoying Zhou:
SCLPD: Smart Cargo Loading Plan Decision Framework. 1758-1761 - Feiyang Xu, Yue Ding, Zhenhua Ling, Xin Li, Yunxia Li, Shijin Wang:
DCDT: A Digital Clock Drawing Test System for Cognitive Impairment Screening. 1762-1765 - Mohammad Hossein Namaki, Xin Zhang, Sukhjinder Singh, Arman Ahmed, Armina Foroutan, Yinghui Wu, Anurag K. Srivastava, Anton Kocheturov:
Kronos: Lightweight Knowledge-based Event Analysis in Cyber-Physical Data Streams. 1766-1769 - Abdulaziz Almaslukh, Laila Abdelhafeez, Amr Magdy:
DLEEL: Multi-Predicate Spatial Queries on User-generated Streaming Data. 1770-1773 - Peng Gao, Xusheng Xiao
Querying Streaming System Monitoring Data for Enterprise System Anomaly Detection. 1774-1777 - Paul Boniol, Michele Linardi
SAD: An Unsupervised System for Subsequence Anomaly Detection. 1778-1781 - Ibrahim Sabek, Mohamed F. Mokbel:
Machine Learning Meets Big Spatial Data. 1782-1785 - Sebastián Villarroya, Peter Baumann
On the Integration of Machine Learning and Array Databases. 1786-1789 - Maria Krommyda, Verena Kantere:
Visualization Systems for Linked Datasets. 1790-1793 - Mohammad Javad Amiri
Modern Large-Scale Data Management Systems after 40 Years of Consensus. 1794-1797 - Shantanu Sharma
Advances in Cryptography and Secure Hardware for Data Outsourcing. 1798-1801 - Xiangyao Yu, Matt Youill, Matthew E. Woicik, Abdurrahman Ghanem, Marco Serafini, Ashraf Aboulnaga
PushdownDB: Accelerating a DBMS Using S3 Computation. 1802-1805 - Dong Wei, Senjuti Basu Roy, Sihem Amer-Yahia:
Task Deployment Recommendation with Worker Availability. 1806-1809 - Ruochen Jiang, Changbo Qu, Jiannan Wang, Chi Wang, Yudian Zheng:
Towards Extracting Highlights From Recorded Live Videos: An Implicit Crowdsourcing Approach. 1810-1813 - Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo:
Crowdsourcing-based Data Extraction from Visualization Charts. 1814-1817 - Hongzhi Shi, Quanming Yao
Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network. 1818-1821 - Guanjie Zheng, Hanyang Liu, Kai Xu, Zhenhui Li:
Learning to Simulate Vehicle Trajectories from Demonstrations. 1822-1825 - Jiawei Zhang, Bowen Dong, Philip S. Yu:
FakeDetector: Effective Fake News Detection with Deep Diffusive Neural Network. 1826-1829 - Jingping Liu, Yuanfu Zhou, Dan Wu, Chao Wang, Haiyun Jiang, Sheng Zhang
Mining Verb-Oriented Commonsense Knowledge. 1830-1833 - Paul Boniol, Michele Linardi
Automated Anomaly Detection in Large Sequences. 1834-1837 - Shuxiang Zhang
SLED: Semi-supervised Locally-weighted Ensemble Detector. 1838-1841 - Muzaffer Can Altinigneli, Lukas Miklautz, Christian Böhm, Claudia Plant
Hierarchical Quick Shift Guided Recurrent Clustering. 1842-1845 - Yan Zhu, Chin-Chia Michael Yeh, Zachary Zimmerman, Eamonn J. Keogh:
Matrix Profile XVII: Indexing the Matrix Profile to Allow Arbitrary Range Queries. 1846-1849 - Jun-Gi Jang, U Kang:
D-Tucker: Fast and Memory-Efficient Tucker Decomposition for Dense Tensors. 1850-1853 - Guo Zhong, Chi-Man Pun:
A Unified Framework for Multi-view Spectral Clustering. 1854-1857 - Mu Yuan
Comprehensive and Efficient Data Labeling via Adaptive Model Scheduling. 1858-1861 - Zhongyuan Jiang, Lichao Sun
Target Privacy Preserving for Social Networks. 1862-1865 - Xiaolin Han, Tobias Grubenmann, Reynold Cheng, Sze Chun Wong, Xiaodong Li, Wenya Sun:
Traffic Incident Detection: A Trajectory-based Approach. 1866-1869 - Weixin Zeng
Collective Entity Alignment via Adaptive Features. 1870-1873 - Wolfram Wingerath, Felix Gessert, Norbert Ritter:
InvaliDB: Scalable Push-Based Real-Time Queries on Top of Pull-Based Databases. 1874-1877 - Pei Li, Jaroslaw Szlichta, Michael H. Böhlen, Divesh Srivastava:
Discovering Band Order Dependencies. 1878-1881 - Omar AlOmeir
The Pastwatch: On the usability of provenance data in relational databases. 1882-1885 - Stella Giannakopoulou, Manos Karpathiotakis, Anastasia Ailamaki:
Query-driven Repair of Functional Dependency Violations. 1886-1889 - Shuang Hao
Outdated Fact Detection in Knowledge Bases. 1890-1893 - Oksana Dolmatova, Nikolaus Augsten
Preserving Contextual Information in Relational Matrix Operations. 1894-1897 - Lily Xu, Shahrzad Gholami, Sara Mc Carthy, Bistra Dilkina, Andrew J. Plumptre, Milind Tambe, Rohit Singh, Mustapha Nsabuga, Joshua Mabonga, Margaret Driciru, Fred Wanyama, Aggrey Rwetsiba, Tom Okello, Eric Enyel:
Stay Ahead of Poachers: Illegal Wildlife Poaching Prediction and Patrol Planning Under Uncertainty with Field Test Evaluations (Short Version). 1898-1901 - André Bauer, Marwin Züfle, Nikolas Herbst, Samuel Kounev, Valentin Curtef:
Telescope: An Automatic Feature Extraction and Transformation Approach for Time Series Forecasting on a Level-Playing Field. 1902-1905 - Chunnan Wang, Hongzhi Wang, Tianyu Mu
Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem. 1906-1909 - Parmita Mehta, Stephen Portillo
Toward Sampling for Deep Learning Model Diagnosis. 1910-1913 - Simon Aagaard Pedersen
A Hybrid Learning Approach to Stochastic Routing. 1910-1913 - Gangmuk Lim, Mohamed S. Hassan, Ze Jin, Stavros Volos, Myeongjae Jeon:
Approximate Quantiles for Datacenter Telemetry Monitoring. 1914-1917 - James R. Foulds, Rashidul Islam, Kamrun Naher Keya, Shimei Pan:
An Intersectional Definition of Fairness. 1918-1921 - Qingqing Ye, Haibo Hu
Towards Locally Differentially Private Generic Graph Metric Estimation. 1922-1925 - Xiaodong Qi, Zhao Zhang, Cheqing Jin, Aoying Zhou:
BFT-Store: Storage Partition for Permissioned Blockchain via Erasure Coding. 1926-1929 - Sara Cohen
Reasoning about the Future in Blockchain Databases. 1930-1933 - Chenhao Huang, Michael J. Cahill
Deciding When to Trade Data Freshness for Performance in MongoDB-as-a-Service. 1934-1937 - Da Yan, Wenwen Qu
PrefixFPM: A Parallel Framework for General-Purpose Frequent Pattern Mining. 1938-1941 - Shufeng Gong, Yanfeng Zhang, Ge Yu:
HBP: Hotness Balanced Partition for Prioritized Iterative Graph Computations. 1942-1945 - Junli Li, Chaowei Zhang, Jifu Zhang, Xiao Qin:
Computing Mutual Information of Big Categorical Data and Its Application to Feature Grouping. 1946-1949 - Xiaoshuang Chen, Longbin Lai
StructSim: Querying Structural Node Similarity at Billion Scale. 1950-1953 - Yue Wang
HowSim: A General and Effective Similarity Measure on Heterogeneous Information Networks. 1954-1957 - Bencheng Yan, Chaokun Wang:
GraphAE: Adaptive Embedding across Graphs. 1958-1961 - Yeting Li
FlashSchema: Achieving High Quality XML Schemas with Powerful Inference Algorithms and Large-scale Schema Data. 1962-1965 - Yongjiang Liang, Tingting Hu, Peixiang Zhao:
Efficient Structural Clustering in Large Uncertain Graphs. 1966-1969 - Weiguo Zheng, Jiewei Gu, Peng Peng, Jeffrey Xu Yu:
Efficient Weighted Independent Set Computation over Large Graphs. 1970-1973 - Ting Deng, Lei Hou, Ziyan Han
Keys as Features for Graph Entity Matching. 1974-1977 - Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Guihai Chen
Online Pricing with Reserve Price Constraint for Personal Data Markets. 1978-1981 - Wangda Zhang, Kenneth A. Ross:
Permutation Index: Exploiting Data Skew for Improved Query Performance. 1982-1985 - Chengcheng Yang, Dong Deng, Shuo Shang, Ling Shao:
Efficient Locality-Sensitive Hashing Over High-Dimensional Data Streams. 1986-1989 - Abdullah Alfarrarjeh, Seon Ho Kim, Vinuta Hegde, Akshansh, Cyrus Shahabi, Qingyun Xie, Siva Ravada:
A Class of R*-tree Indexes for Spatial-Visual Search of Geo-tagged Street Images. 1990-1993 - Chi Thang Duong, Hongzhi Yin
Graph Embeddings for One-pass Processing of Heterogeneous Queries. 1994-1997 - Jin Wang, Chunbin Lin:
Fast Error-tolerant Location-aware Query Autocompletion. 1998-2001 - Ruiyuan Li, Huajun He, Rubin Wang, Sijie Ruan, Yuan Sui, Jie Bao, Yu Zheng:
TrajMesa: A Distributed NoSQL Storage Engine for Big Trajectory Data. 2002-2005 - Sean Bin Yang, Bin Yang:
Learning to Rank Paths in Spatial Networks. 2006-2009 - Tiantian Liu
Shortest Path Queries for Indoor Venues with Temporal Variations. 2014-2017 - Sin G. Teo, Jianneng Cao, Vincent C. S. Lee:
DAG: A General Model for Privacy-Preserving Data Mining : (Extended Abstract). 2018-2019 - Woohwan Jung, Suyong Kwon, Kyuseok Shim:
TIDY: Publishing a Time Interval Dataset with Differential Privacy (Extended abstract). 2020-2021 - Tsz Nam Chan
The Power of Bounds: Answering Approximate Earth Mover's Distance with Parametric Bounds (Extended abstract). 2022-2023 - Victor Junqiu Wei
On Nearby-Fit Spatial Keyword Queries (Extended Abstract). 2024-2025 - Jaewook Byun, Sungpil Woo, Daeyoung Kim:
ChronoGraph: Enabling temporal graph traversals for efficient information diffusion analysis over time. 2026-2027 - Jong-Ryul Lee, Chin-Wan Chung:
Efficient Distance Sensitivity Oracles for Real-World Graph Data. 2028-2029 - Petr Lukás, Radim Baca, Michal Krátký, Tok Wang Ling:
Demythization of Structural XML Query Processing: Comparison of Holistic and Binary Approaches (Extended Abstract). 2030-2031 - Xiaoye Miao, Yunjun Gao, Su Guo, Lu Chen, Jianwei Yin, Qing Li
Answering Skyline Queries over Incomplete Data with Crowdsourcing(Extended Abstract). 2032-2033 - Pengfei Li, Hua Lu
HisRect: Features from Historical Visits and Recent Tweet for Co-Location Judgement. 2034-2035 - Tenindra Abeywickrama
K-SPIN: Efficiently Processing Spatial Keyword Queries on Road Networks : (Extended Abstract). 2036-2037 - Hongmei Chen, Yixiang Fang
ESPM: Efficient Spatial Pattern Matching (Extended Abstract). 2038-2039 - Yong Zhang, Jiacheng Wu, Jin Wang, Chunxiao Xing
A Transformation-based Framework for KNN Set Similarity Search(Extended Abstract). 2040-2041 - Mao-Lin Li, Francesco Di Mauro, K. Selçuk Candan, Maria Luisa Sapino:
Matrix Factorization with Interval-Valued Data. 2042-2043 - Zhenggang Wang, Liu Zhong:
Neighborhood density correlation clustering. 2044-2048 - Deleli Mesay Adinew, Shijie Zhou, Yongjian Liao:
Spark Performance Optimization Analysis In Memory Management with Deploy Mode In Standalone Cluster Computing. 2049-2053 - Yifan Qiao:
Design of Database Systems with DRAM-only Heterogeneous Memory Architecture. 2054-2058 - Botao Peng:
Data Series Indexing Gone Parallel. 2059-2063 - Yang Li
Area Queries Based on Voronoi Diagrams. 2064-2068 - Wenxiao Fu:
Picube for Fast Exploration of Large Datasets. 2069-2073 - Yiming Lin, Hongzhi Wang, Jianzhong Li, Hong Gao:
Efficient Entity Resolution on Heterogeneous Records (Extended abstract). 2074-2075 - Cynthia Joesph
Implementation of physiological signal based emotion recognition algorithm. 2075-2079
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