Abstract is missing.
- Mosaics: Stratosphere, Flink and BeyondVolker Markl. 3 [doi]
- Leveraging Data and People to Accelerate Data ScienceLaura M. Haas. 4 [doi]
- Semantic Bootstrapping: A Theoretical PerspectiveWentao Wu, Hongsong Li, Haixun Wang, Kenny Q. Zhu. 7-8 [doi]
- IF-Matching: Towards Accurate Map-Matching with Information FusionGang Hu, Jie Shao, Fenglin Liu, Yuan Wang, Heng Tao Shen. 9-10 [doi]
- A Mixed Generative-Discriminative Based Hashing MethodQi Zhang, Yang Wang, Jin Qian, Binbin Deng, Xuanjing Huang. 11-12 [doi]
- SPIRIT: A Tree Kernel-Based Method for Topic Person Interaction Detection (Extended Abstract)Yung-Chun Chang, Chien Chin Chen, Wen-Lian Hsu. 13-14 [doi]
- Efficient Cache-Supported Path Planning on Roads (Extended Abstract)Ying Zhang, Yu-Ling Hsueh, Wang-Chien Lee, Yi-Hao Jhang. 15-16 [doi]
- Personalized Influential Topic Search via Social Network SummarizationJianxin Li, Chengfei Liu, Jeffrey Xu Yu, Yi Chen, Timos Sellis, J. Shane Culpepper. 17-18 [doi]
- Recommendation for Repeat Consumption from User Implicit FeedbackJun Chen, Chaokun Wang, Jianmin Wang, Philip S. Yu. 19-20 [doi]
- PINOCCHIO: Probabilistic Influence-Based Location Selection over Moving ObjectsMeng Wang, Hui Li 0005, JiangTao Cui, Ke Deng, Sourav S. Bhowmick, Zhenhua Dong. 21-22 [doi]
- K-Join: Knowledge-Aware Similarity JoinZeyuan Shang, Yaxiao Liu, Guoliang Li, Jianhua Feng. 23-24 [doi]
- Mining Suspicious Tax Evasion Groups in Big DataFeng Tian, Tian Lan, Qinghua Zheng, Kuo-Ming Chao, Nick Godwin, Nazaraf Shah, Fan Zhang. 25-26 [doi]
- Influence Maximization in Trajectory DatabasesLong Guo, Dongxiang Zhang, Gao Cong, Wei Wu, Kian-Lee Tan. 27-28 [doi]
- A Generic Method for Accelerating LSH-Based Similarity Join Processing (Extended Abstract)Chenyun Yu, Sarana Nutanong, Hangyu Li, Cong Wang, Xingliang Yuan. 29-30 [doi]
- The Moving K Diversified Nearest Neighbor QueryYu Gu, Guanli Liu, Jianzhong Qi, Hongfei Xu, Ge Yu, Rui Zhang. 31-32 [doi]
- The Interaction Between Schema Matching and Record Matching in Data Integration (Extended Abstract)Binbin Gu, Zhixu Li, Xiangliang Zhang, An Liu, Guanfeng Liu, Kai Zheng, Lei Zhao, Xiaofang Zhou. 33-34 [doi]
- Learning Mixtures of Markov Chains from Aggregate Data with Structural Constraints (Extended Abstract)Dixin Luo, Hongteng Xu, Yi Zhen, Bistra Dilkina, Hongyuan Zha, Xiaokang Yang, Wenjun Zhang 0001. 35-36 [doi]
- Patient Flow Prediction via Discriminative Learning of Mutually-Correcting Processes (Extended Abstract)Hongteng Xu, Weichang Wu, Shamim Nemati, Hongyuan Zha. 37-38 [doi]
- Crowdsourced Data Management: A SurveyGuoliang Li, Jiannan Wang, Yudian Zheng, Michael J. Franklin. 39-40 [doi]
- Conflict-Aware Weighted Bipartite b-Matching and Its Application to E-CommerceCheng Chen, Lan Zheng, Venkatesh Srinivasan, Alex Thomo, Kui Wu, Anthony Sukow. 41-42 [doi]
- Mutually Beneficial Confluent RoutingXinpeng Zhang, Yasuhito Asano, Masatoshi Yoshikawa. 43-44 [doi]
- Exploit Every Bit: Effective Caching for High-Dimensional Nearest Neighbor SearchBo Tang, Man Lung Yiu, Kien A. Hua. 45-46 [doi]
- Bridging Feature Selection and Extraction: Compound Feature Generation (Extended Abstract)Sreevani, C. A. Murthy. 47-48 [doi]
- A Novel Cost-Based Model for Data RepairingShuang Hao, Nan Tang 0001, Guoliang Li, Jian He, Na Ta, Jianhua Feng. 49-50 [doi]
- Fast Memory Efficient Local Outlier Detection in Data Streams (Extended Abstract)Mahsa Salehi, Christopher Leckie, James C. Bezdek, Tharshan Vaithianathan, Xuyun Zhang. 51-52 [doi]
- Finding Causality and Responsibility for Probabilistic Reverse Skyline Query Non-AnswersYunjun Gao, Qing Liu, Gang Chen 0001, Linlin Zhou, Baihua Zheng. 53-54 [doi]
- Bring Order into the Samples: A Novel Scalable Method for Influence Maximization (Extended Abstract)Xiaoyang Wang, Ying Zhang, Wenjie Zhang, Xuemin Lin, Chen Chen 0017. 55-56 [doi]
- Scalable Temporal Latent Space Inference for Link Prediction in Dynamic Social Networks (Extended Abstract)Linhong Zhu, Dong Guo, Junming Yin, Greg Ver Steeg, Aram Galstyan. 57-58 [doi]
- Collective Travel Planning in Spatial NetworksShuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis. 59-60 [doi]
- Proxies for Shortest Path and Distance QueriesShuai Ma, Kaiyu Feng, Jianxin Li, Haixun Wang, Gao Cong, Jinpeng Huai. 61-62 [doi]
- gMark: Schema-Driven Generation of Graphs and QueriesGuillaume Bagan, Angela Bonifati, Radu Ciucanu, George H. L. Fletcher, Aurélien Lemay, Nicky Advokaat. 63-64 [doi]
- SEDEX: Scalable Entity Preserving Data ExchangeYoones A. Sekhavat, Jeffrey Parsons. 65-66 [doi]
- Efficient Distributed Density Peaks for Clustering Large Data Sets in MapReduceYanfeng Zhang, Shimin Chen, Ge Yu. 67-68 [doi]
- Secure Data Deduplication with Dynamic Ownership Management in Cloud StorageJunbeom Hur, Dongyoung Koo, Young-joo Shin, Kyungtae Kang. 69-70 [doi]
- Maximizing Acceptance in Rejection-aware Spatial CrowdsourcingLibin Zheng, Lei Chen. 71-72 [doi]
- Mobi-SAGE: A Sparse Additive Generative Model for Mobile App RecommendationHongzhi Yin, Liang Chen, Weiqing Wang, Xingzhong Du, Nguyen Quoc Viet Hung, Xiaofang Zhou. 75-78 [doi]
- Clustering with Adaptive Manifold Structure LearningZhao Kang, Chong Peng, Qiang Cheng. 79-82 [doi]
- Mining Precise-Positioning Episode Rules from Event SequencesXiang Ao, Ping Luo, Jin Wang, Fuzhen Zhuang, Qing He. 83-86 [doi]
- NetClus: A Scalable Framework for Locating Top-K Sites for Placement of Trajectory-Aware ServicesShubhadip Mitra, Priya Saraf, Richa Sharma, Arnab Bhattacharya 0001, Sayan Ranu, Harsh Bhandari. 87-90 [doi]
- Preserving-Ignoring Transformation Based Index for Approximate k Nearest Neighbor SearchGang Hu, Jie Shao, Dongxiang Zhang, Yang Yang, Heng Tao Shen. 91-94 [doi]
- Scalable Top-K Structural Diversity SearchLijun Chang, Chen Zhang, Xuemin Lin, Lu Qin. 95-98 [doi]
- K-Dominant Skyline Join Queries: Extending the Join Paradigm to K-Dominant SkylinesAnuradha Awasthi, Arnab Bhattacharya 0001, Sanchit Gupta, Ujjwal Kumar Singh. 99-102 [doi]
- SF-sketch: A Fast, Accurate, and Memory Efficient Data Structure to Store Frequencies of Data ItemsTong Yang, Lingtong Liu, Yibo Yan, Muhammad Shahzad, Yulong Shen, Xiaoming Li, Bin Cui, Gaogang Xie. 103-106 [doi]
- Direction-Aware Why-Not Spatial Keyword Top-k QueriesLei Chen, Yafei Li, Jianliang Xu, Christian S. Jensen. 107-110 [doi]
- Searching Time Series with Invariance to Large Amounts of Uniform ScalingYilin Shen, Yanping Chen 0005, Eamonn J. Keogh, Hongxia Jin. 111-114 [doi]
- Mining Maximal Cliques on Dynamic Graphs Efficiently by Local StrategiesShengli Sun, Yimo Wang, Weilong Liao, Wei Wang. 115-118 [doi]
- Parallelizing Skip Lists for In-Memory Multi-Core Database SystemsZhongle Xie, Qingchao Cai, H. V. Jagadish, Beng Chin Ooi, Weng-Fai Wong. 119-122 [doi]
- From Raw Footprints to Personal Interests: Bridging the Semantic Gap via Trip Intention AggregationLong Guo, Dongxiang Zhang, Huayu Wu, Bin Cui, Kian-Lee Tan. 123-126 [doi]
- CrowdFusion: A Crowdsourced Approach on Data Fusion RefinementYunfan Chen, Lei Chen 0002, Chen Jason Zhang. 127-130 [doi]
- Correcting and Speeding-Up Bounds for Non-Uniform Graph Edit DistanceDavid B. Blumenthal, Johann Gamper. 131-134 [doi]
- Distance-Aware Encoding of Numerical Values for Privacy-Preserving Record LinkageDimitrios Karapiperis, Aris Gkoulalas-Divanis, Vassilios S. Verykios. 135-138 [doi]
- Query Optimizations over Decentralized RDF GraphsIbrahim Abdelaziz, Essam Mansour, Mourad Ouzzani, Ashraf Aboulnaga, Panos Kalnis. 139-142 [doi]
- LTD-RBM: Robust and Fast Latent Truth Discovery Using Restricted Boltzmann MachinesKlaus Broelemann, Thomas Gottron, Gjergji Kasneci. 143-146 [doi]
- A Comparative Study of Log-Structured Merge-Tree-Based Spatial Indexes for Big DataYoung-Seok Kim, Taewoo Kim, Michael J. Carey, Chen Li 0001. 147-150 [doi]
- Skew-Resistant Graph PartitioningAngen Zheng, Alexandros Labrinidis, Christos Faloutsos. 151-154 [doi]
- Efficient Multistream Classification Using Direct Density Ratio EstimationAhsanul Haque, Swarup Chandra, Latifur Khan, Kevin W. Hamlen, Charu C. Aggarwal. 155-158 [doi]
- A Distance Measure for the Analysis of Polar Opinion Dynamics in Social NetworksVictor Amelkin, Petko Bogdanov, Ambuj K. Singh. 159-162 [doi]
- Cross-Network Clustering and Cluster Ranking for Medical DiagnosisJingchao Ni, Hongliang Fei, Wei Fan, Xiang Zhang. 163-166 [doi]
- Reverse Query-Aware Locality-Sensitive Hashing for High-Dimensional Furthest Neighbor SearchQiang Huang, Jianlin Feng, Qiong Fang. 167-170 [doi]
- Ontology- and Sentiment-Aware Review SummarizationNhat X. T. Le, Vagelis Hristidis, Neal Young. 171-174 [doi]
- ACTS: An Active Learning Method for Time Series ClassificationFengchao Peng, Qiong Luo, Lionel M. Ni. 175-178 [doi]
- FuseM: Query-Centric Data Fusion on Structured Web MarkupRan Yu, Ujwal Gadiraju, Besnik Fetahu, Stefan Dietze. 179-182 [doi]
- Scalable Processing of Massive Uncertain Graph Data: A Simultaneous Processing ApproachZhaonian Zou, Faming Li, Jianzhong Li, Yingshu Li. 183-186 [doi]
- On Edge Classification in Networks with Structure and ContentCharu C. Aggarwal, Yao Li, Philip S. Yu, Yuchen Zhao. 187-190 [doi]
- Adaptive State Space Partitioning of Markov Decision Processes for Elastic Resource ManagementKonstantinos Lolos, Ioannis Konstantinou, Verena Kantere, Nectarios Koziris. 191-194 [doi]
- Sampling and Reconstruction Using Bloom FiltersNeha Sengupta, Amitabha Bagchi, Srikanta Bedathur, Maya Ramanath. 195-198 [doi]
- Top-k Frequent Items and Item Frequency Tracking over Sliding Windows of Any SizesChunyao Song, Xuanming Liu, Tingjian Ge. 199-202 [doi]
- Joint Gaussian Based Measures for Multiple-Instance LearningLinfei Zhou, Claudia Plant, Christian Böhm. 203-206 [doi]
- Answering Location-Aware Graph Reachability Queries on GeoSocial DataMohamed Sarwat, Yuhan Sun. 207-210 [doi]
- IRanker: Query-Specific Ranking of Reviewed ItemsMoloud Shahbazi, Matthew T. Wiley, Vagelis Hristidis. 211-214 [doi]
- Analyzing and Visualizing Scalar Fields on GraphsYang Zhang, Yusu Wang, Srinivasan Parthasarathy. 215-218 [doi]
- Enterprise Community DetectionJiawei Zhang, Philip S. Yu, Yuanhua Lv. 219-222 [doi]
- Trading Data in Good Faith: Integrating Truthfulness and Privacy Preservation in Data MarketsChaoyue Niu, Zhenzhe Zheng, Fan Wu, Xiaofeng Gao, Guihai Chen. 223-226 [doi]
- Integrative Dynamic Reconfiguration in a Parallel Stream Processing EngineKasper Grud Skat Madsen, Yongluan Zhou, Jianneng Cao. 227-230 [doi]
- Secure KNN Queries over Encrypted Data: Dimensionality Is Not Always a CurseXinyu Lei, Alex X. Liu, Rui Li. 231-234 [doi]
- Improving Predictable Shared-Disk Clusters Performance for Database CloudsAnjan Kumar Amirishetty, Yunrui Li, Tolga Yurek, Mahesh Girkar, Wilson Chan, Graham Ivey, Vsevolod Panteleenko, Ken Wong. 237-242 [doi]
- DeepSD: Supply-Demand Prediction for Online Car-Hailing Services Using Deep Neural NetworksDong Wang, Wei Cao, Jian Li, Jieping Ye. 243-254 [doi]
- Dynamic Statistics Collection in the Teradata Unified Data ArchitectureSung Jin Kim, Mohammed Al-Kateb, Paul Sinclair, Alain Crolotte, Chengyang Zhang, Linda Rose. 255-258 [doi]
- Hot or Not? Forecasting Cellular Network Hot Spots Using Sector Performance IndicatorsJoan Serrà, Ilias Leontiadis, Alexandros Karatzoglou, Konstantina Papagiannaki. 259-270 [doi]
- Joint User-Entity Representation Learning for Event Recommendation in Social NetworkLijun Tang, Eric Yi Liu. 271-280 [doi]
- TencentBoost: A Gradient Boosting Tree System with Parameter ServerJie Jiang, Jiawei Jiang, Bin Cui, Ce Zhang. 281-284 [doi]
- SSD-Assisted Backup and Recovery for Database SystemsYongseok Son, Jaeyoon Choi, Jekyeom Jeon, Cheolgi Min, Sunggon Kim, Heon Young Yeom, Hyuck Han. 285-296 [doi]
- The Good, the Bad, and the KPIs: How to Combine Performance Metrics to Better Capture Underperforming Sectors in Mobile NetworksIlias Leontiadis, Joan Serrà, Alessandro Finamore, Giorgos Dimopoulos, Konstantina Papagiannaki. 297-308 [doi]
- Too Big to Eat: Boosting Analytics Data Ingestion from Object Stores with ScoopYosef Moatti, Eran Rom, Raúl Gracia Tinedo, Dalit Naor, Doron Chen, Josep Sampé, Marc Sánchez Artigas, Pedro García López, Filip Gluszak, Eric Deschdt, Francesco Pace, Daniele Venzano, Pietro Michiardi. 309-320 [doi]
- UniWalk: Unidirectional Random Walk Based Scalable SimRank Computation over Large GraphXiongcai Luo, Jun Gao, Chang Zhou, Jeffrey Xu Yu. 325-336 [doi]
- A Fast Order-Based Approach for Core MaintenanceYikai Zhang, Jeffrey Xu Yu, Ying Zhang, Lu Qin. 337-348 [doi]
- Scalable and Interactive Graph Clustering Algorithm on Multicore CPUsSon T. Mai, Martin Storgaard Dieu, Ira Assent, Jon Jacobsen, Jesper Kristensen, Mathias Birk. 349-360 [doi]
- Fast Computation of Dense Temporal SubgraphsShuai Ma, Renjun Hu, Luoshu Wang, Xuelian Lin, Jinpeng Huai. 361-372 [doi]
- Reverse Keyword-Based Location SearchXike Xie, Xin Lin, Jianliang Xu, Christian S. Jensen. 375-386 [doi]
- Reverse Top-k Geo-Social Keyword Queries in Road NetworksJingwen Zhao, Yunjun Gao, Gang Chen, Christian S. Jensen, Rui Chen, Deng Cai. 387-398 [doi]
- BWT Arrays and Mismatching Trees: A New Way for String Matching with k MismatchesYangjun Chen, Yujia Wu. 399-410 [doi]
- Source-LDA: Enhancing Probabilistic Topic Models Using Prior Knowledge SourcesJustin Wood, Patrick Tan, Wei Wang 0010, Corey W. Arnold. 411-422 [doi]
- Network Backboning with Noisy DataMichele Coscia, Frank M. H. Neffke. 425-436 [doi]
- Scalable Informative Rule MiningGuoyao Feng, Lukasz Golab, Divesh Srivastava. 437-448 [doi]
- Streaming k-Means Clustering with Fast QueriesYu Zhang, Kanat Tangwongsan, Srikanta Tirthapura. 449-460 [doi]
- Density Based Clustering over Location Based ServicesMd Farhadur Rahman, Weimo Liu, Saad Bin Suhaim, Saravanan Thirumuruganathan, Nan Zhang 0004, Gautam Das. 461-469 [doi]
- Provenance-Aware Query OptimizationXing Niu, Raghav Kapoor, Boris Glavic, Dieter Gawlick, Zhen Hua Liu, Venkatesh Radhakrishnan. 473-484 [doi]
- A SQL-Middleware Unifying Why and Why-Not Provenance for First-Order QueriesSeokki Lee, Sven Köhler 0003, Bertram Ludäscher, Boris Glavic. 485-496 [doi]
- Extended Characteristic Sets: Graph Indexing for SPARQL Query OptimizationMarios Meimaris, George Papastefanatos, Nikos Mamoulis, Ioannis Anagnostopoulos. 497-508 [doi]
- TT-Join: Efficient Set Containment JoinJianye Yang, Wenjie Zhang, Shiyu Yang, Ying Zhang, Xuemin Lin. 509-520 [doi]
- Scalable Linear Algebra on a Relational Database SystemShangyu Luo, Zekai J. Gao, Michael N. Gubanov, Luis Leopoldo Perez, Christopher M. Jermaine. 523-534 [doi]
- KeystoneML: Optimizing Pipelines for Large-Scale Advanced AnalyticsEvan R. Sparks, Shivaram Venkataraman, Tomer Kaftan, Michael J. Franklin, Benjamin Recht. 535-546 [doi]
- Parallel SPARQL Query OptimizationBuwen Wu, Yongluan Zhou, Hai Jin, Amol Deshpande. 547-558 [doi]
- Efficient Scalable Accurate Regression Queries in In-DBMS AnalyticsChristos Anagnostopoulos, Peter Triantafillou. 559-570 [doi]
- Towards Unified Data and Lifecycle Management for Deep LearningHui Miao, Ang Li, Larry S. Davis, Amol Deshpande. 571-582 [doi]
- Monitoring the Top-m Rank Aggregation of Spatial Objects in Streaming QueriesFarhana Murtaza Choudhury, Zhifeng Bao, J. Shane Culpepper, Timos Sellis. 585-596 [doi]
- Answering Top-k Exemplar Trajectory QueriesSheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Mark Sanderson, Xiaolin Qin. 597-608 [doi]
- V-Tree: Efficient kNN Search on Moving Objects with Road-Network ConstraintsBilong Shen, Ying Zhao, Guoliang Li, Weimin Zheng, Yue Qin, Bo Yuan, Yongming Rao. 609-620 [doi]
- Sweet KNN: An Efficient KNN on GPU through Reconciliation between Redundancy Removal and RegularityGuoyang Chen, Yufei Ding, Xipeng Shen. 621-632 [doi]
- Secure Skyline Queries on Cloud PlatformJinfei Liu, Juncheng Yang, Li Xiong 0001, Jian Pei. 633-644 [doi]
- Accelerating Multi-Column Selection Predicates in Main-Memory - The Elf ApproachDavid Broneske, Veit Köppen, Gunter Saake, Martin Schäler. 647-658 [doi]
- Revisiting the Design of Data Stream Processing Systems on Multi-Core ProcessorsShuhao Zhang, Bingsheng He, Daniel Dahlmeier, Amelie Chi Zhou, Thomas Heinze. 659-670 [doi]
- DIDO: Dynamic Pipelines for In-Memory Key-Value Stores on Coupled CPU-GPU ArchitecturesKai Zhang, Jiayu Hu, Bingsheng He, Bei Hua. 671-682 [doi]
- On Log-Structured Merge for Solid-State DrivesRisi Thonangi, Jun Yang 0001. 683-694 [doi]
- Adaptively Secure Conjunctive Query Processing over Encrypted Data for Cloud ComputingRui Li, Alex X. Liu. 697-708 [doi]
- Towards a Unifying Attribute Based Access Control Approach for NoSQL DatastoresPietro Colombo, Elena Ferrari. 709-720 [doi]
- Frequency-Hiding Dependency-Preserving Encryption for Outsourced DatabasesBoxiang Dong, Wendy Hui Wang. 721-732 [doi]
- Secure and Efficient Query Processing over Hybrid CloudsKerim Yasin Oktay, Murat Kantarcioglu, Sharad Mehrotra. 733-744 [doi]
- Capturing the Moment: Lightweight Similarity ComputationsGeorgios Damaskinos, Rachid Guerraoui, Rhicheek Patra. 747-758 [doi]
- An Efficient Framework for Exact Set Similarity Search Using Tree Structure IndexesYong Zhang, Xiuxing Li, Jin Wang, Ying Zhang, Chunxiao Xing, Xiaojie Yuan. 759-770 [doi]
- Role Discovery in Graphs Using Global Features: Algorithms, Applications and a Novel Evaluation StrategyPratik Vinay Gupte, Balaraman Ravindran, Srinivasan Parthasarathy. 771-782 [doi]
- Similarity Search in Graph Databases: A Multi-Layered Indexing ApproachYongjiang Liang, Peixiang Zhao. 783-794 [doi]
- Posterior Snapshot IsolationXuan Zhou, Xin Zhou, Zhengtai Yu, Kian-Lee Tan. 797-808 [doi]
- PrivSuper: A Superset-First Approach to Frequent Itemset Mining under Differential PrivacyNing Wang, Xiaokui Xiao, Yin Yang, Zhenjie Zhang, Yu Gu, Ge Yu. 809-820 [doi]
- Quantifying Differential Privacy under Temporal CorrelationsYang Cao, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong 0001. 821-832 [doi]
- Tracking Matrix Approximation over Distributed Sliding WindowsHaida Zhang, Zengfeng Huang, Zhewei Wei, Wenjie Zhang, Xuemin Lin. 833-844 [doi]
- Temporal Influence Blocking: Minimizing the Effect of Misinformation in Social NetworksChonggang Song, Wynne Hsu, Mong-Li Lee. 847-858 [doi]
- Complex Event-Participant Planning and Its Incremental VariantYurong Cheng, Ye Yuan, Lei Chen, Christophe G. Giraud-Carrier, Guoren Wang. 859-870 [doi]
- Most Influential Community Search over Large Social NetworksJianxin Li, Xinjue Wang, Ke Deng, Xiaochun Yang, Timos Sellis, Jeffrey Xu Yu. 871-882 [doi]
- Boosting Information Spread: An Algorithmic ApproachYishi Lin, Wei Chen, John C. S. Lui. 883-894 [doi]
- Cleaning Data with Forbidden ItemsetsJoeri Rammelaere, Floris Geerts, Bart Goethals. 897-908 [doi]
- Parallel Progressive Approach to Entity Resolution Using MapReduceYasser Altowim, Sharad Mehrotra. 909-920 [doi]
- A Collective, Probabilistic Approach to Schema MappingAngelika Kimmig, Alex Memory, Renée J. Miller, Lise Getoor. 921-932 [doi]
- Cleaning Relations Using Knowledge BasesShuang Hao, Nan Tang 0001, Guoliang Li, Jian Li. 933-944 [doi]
- Time Series Classification by Sequence Learning in All-Subsequence SpaceThach Le Nguyen, Severin Gsponer, Georgiana Ifrim. 947-958 [doi]
- Multi-Tactic Distance-Based Outlier DetectionLei Cao, Yizhou Yan, Caitlin Kuhlman, Qingyang Wang, Elke A. Rundensteiner, Mohamed Y. Eltabakh. 959-970 [doi]
- Link Prediction across Aligned Networks with Sparse and Low Rank Matrix EstimationJiawei Zhang, Jianhui Chen, Shi Zhi, Yi Chang, Philip S. Yu, Jiawei Han. 971-982 [doi]
- LSHiForest: A Generic Framework for Fast Tree Isolation Based Ensemble Anomaly AnalysisXuyun Zhang, Wan-Chun Dou, Qiang He, Rui Zhou, Christopher Leckie, Kotagiri Ramamohanarao, Zoran A. Salcic. 983-994 [doi]
- Prediction-Based Task Assignment in Spatial CrowdsourcingPeng Cheng, Xiang Lian, Lei Chen, Cyrus Shahabi. 997-1008 [doi]
- Trichromatic Online Matching in Real-Time Spatial CrowdsourcingTianshu Song, Yongxin Tong, Libin Wang, Jieying She, Bin Yao, Lei Chen, Ke Xu. 1009-1020 [doi]
- Tuning Crowdsourced Human ComputationCaleb Chen Cao, Jiayang Tu, Zheng Liu, Lei Chen, H. V. Jagadish. 1021-1032 [doi]
- Scalable and Interpretable Product Recommendations via Overlapping Co-ClusteringReinhard Heckel, Michail Vlachos, Thomas P. Parnell, Celestine Dünner. 1033-1044 [doi]
- In-Memory Distributed Matrix Computation Processing and OptimizationYongyang Yu, MingJie Tang, Walid G. Aref, Qutaibah M. Malluhi, Mostafa M. Abbas, Mourad Ouzzani. 1047-1058 [doi]
- Fast and Scalable Distributed Set Similarity Joins for Big Data AnalyticsChuitian Rong, Chunbin Lin, Yasin N. Silva, Jianguo Wang, Wei Lu, Xiaoyong Du. 1059-1070 [doi]
- Fast and Scalable Distributed Boolean Tensor FactorizationNamyong Park, Sejoon Oh, U. Kang. 1071-1082 [doi]
- Spinner: Scalable Graph Partitioning in the CloudClaudio Martella, Dionysios Logothetis, Andreas Loukas, Georgos Siganos. 1083-1094 [doi]
- Distributed Publish/Subscribe Query Processing on the Spatio-Textual Data StreamZhida Chen, Gao Cong, Zhenjie Zhang, Tom Z. J. Fu, Lisi Chen. 1095-1106 [doi]
- Predictive Provisioning: Efficiently Anticipating Usage in Azure SQL DatabaseLalitha Viswanathan, Bikash Chandra, Willis Lang, Karthik Ramachandra 0002, Jignesh M. Patel, Ajay Kalhan, David J. DeWitt, Alan Halverson. 1111-1116 [doi]
- Xhare-a-Ride: A Search Optimized Dynamic Ride Sharing System with Approximation GuaranteeRaja Subramaniam Thangaraj, Koyel Mukherjee, Gurulingesh Raravi, Asmita Metrewar, Narendra Annamaneni, Koushik Chattopadhyay. 1117-1128 [doi]
- Real-Time Novel Event Detection from Social MediaQuanzhi Li, Armineh Nourbakhsh, Sameena Shah, Xiaomo Liu. 1129-1139 [doi]
- Anomaly Detection in Large Databases Using Behavioral PatterningHanna Mazzawi, Gal Dalaly, David Rozenblatz, Liat Ein-Dor, Matan Ninio, Ofer Lavi. 1140-1149 [doi]
- The Microsoft Reactive Framework Meets the Internet of Moving ThingsAbdeltawab M. Hendawi, Jayant Gupta, Youying Shi, Hossam Fattah, Mohamed H. Ali. 1150-1161 [doi]
- Twitter Heron: Towards Extensible Streaming EnginesMaosong Fu, Ashvin Agrawal, Avrilia Floratou, Bill Graham, Andrew Jorgensen, Mark Li, Neng Lu, Karthik Ramasamy, Sriram Rao, Cong Wang. 1165-1172 [doi]
- Feisu: Fast Query Execution over Heterogeneous Data Sources on Large-Scale ClustersAn Qin, Yuan Yuan, Dai Tan, Pengyu Sun, Xiang Zhang, Hao Cao, Rubao Lee, Xiaodong Zhang. 1173-1182 [doi]
- DistributedLog: A High Performance Replicated Log ServiceSijie Guo, Robin Dhamankar, Leigh Stewart. 1183-1194 [doi]
- Making Big Data Simple with dashDB LocalSam Lightstone, Russ Ohanian, Michael Haide, James Cho, Michael Springgay, Torsten Steinbach. 1195-1205 [doi]
- Optimizing UNION ALL Join Queries in TeradataMohammed Al-Kateb, Paul Sinclair, Alain Crolotte, Lu Ma, Grace Au, Sanjay Nair. 1209-1212 [doi]
- Multi-Query Optimization for Complex Event Processing in SAP ESPShuhao Zhang, Hoang Tam Vo, Daniel Dahlmeier, Bingsheng He. 1213-1224 [doi]
- BigBench V2: The New and Improved BigBenchAhmad Ghazal, Todor Ivanov, Pekka Kostamaa, Alain Crolotte, Ryan Voong, Mohammed Al-Kateb, Waleed Ghazal, Roberto V. Zicari. 1225-1236 [doi]
- Providing Enhanced Functionality for Data Store ClientsArun Iyengar. 1237-1248 [doi]
- Modeling Scalability of Distributed Machine LearningAlexander Ulanov, Andrey Simanovsky, Manish Marwah. 1249-1254 [doi]
- Automated Personalized Feedback in Introductory Java Programming MOOCsVictor J. Marin, Tobin Pereira, Srinivas Sridharan, Carlos R. Rivero. 1259-1270 [doi]
- Vibration Analysis for IoT Enabled Predictive MaintenanceDeokwoo Jung, Zhenjie Zhang, Marianne Winslett. 1271-1282 [doi]
- Mining Spatio-Temporal Reachable Regions over Massive Trajectory DataGuojun Wu, Yichen Ding, Yanhua Li, Jie Bao, Yu Zheng, Jun Luo. 1283-1294 [doi]
- Smart Personalized Routing for Smart CitiesAbdeltawab M. Hendawi, Aqeel Rustum, Amr A. Ahmadain, David Hazel, Ankur Teredesai, Dev Oliver, Mohamed H. Ali, John A. Stankovic. 1295-1306 [doi]
- Robust Power Line Outage Detection with Unreliable Phasor MeasurementsJose Cordova-Garcia, Xin Wang. 1309-1319 [doi]
- Database System Support for Personalized Recommendation ApplicationsMohamed Sarwat, Raha Moraffah, Mohamed F. Mokbel, James L. Avery. 1320-1331 [doi]
- Efficient Exploration of Telco Big Data with Compression and DecayingConstantinos Costa, Georgios Chatzimilioudis, Demetrios Zeinalipour-Yazti, Mohamed F. Mokbel. 1332-1343 [doi]
- Privacy Preserving Anonymity for Periodical SRS Data PublishingJie-Teng Wang, Wen-Yang Lin. 1344-1355 [doi]
- A Learning-Based Service for Cost and Performance Management of Cloud DatabasesRyan Marcus, Sofiya Semenova, Olga Papaemmanouil. 1361-1362 [doi]
- AdaStorm: Resource Efficient Storm with Adaptive ConfigurationZujian Weng, Qi Guo, Chunkai Wang, Xiaofeng Meng, Bingsheng He. 1363-1364 [doi]
- AZTEC: A Cloud-based Computational Platform to Integrate Biomedical ResourcesPatrick Tan, Yichao Zhou, Xinxin Huang, Giuseppe M. Mazzeo, Chelsea Ju. 1365-1366 [doi]
- Demonstrating SolveDB: An SQL-Based DBMS for Optimization ApplicationsLaurynas Siksnys, Torben Bach Pedersen. 1367-1368 [doi]
- HDBExpDetector: Aggregate Sudden-Change Detector over Dynamic Web DatabasesSaad Bin Suhaim, Nan Zhang 0004, Gautam Das, Ali Jaoua. 1369-1370 [doi]
- IS2R: A System for Refining Reverse Top-k QueriesQing Liu, Yunjun Gao, Linlin Zhou, Gang Chen. 1371-1372 [doi]
- POLYTICS: Provenance-Based Analytics of Data-Centric ApplicationsPierre Bourhis, Daniel Deutch, Yuval Moskovitch. 1373-1374 [doi]
- Selective In-Place Appends for Real: Reducing Erases on Wear-prone DBMS StorageSergey Hardock, Ilia Petrov, Robert Gottstein, Alejandro P. Buchmann. 1375-1376 [doi]
- Understanding the Security Challenges of Oblivious Cloud Storage with Asynchronous AccessesCetin Sahin, Aaron Magat, Victor Zakhary, Amr El Abbadi, Huijia (Rachel) Lin, Stefano Tessaro. 1377-1378 [doi]
- Urd: A Data Summarization Tool for the Acquisition of Meaningful Cardinality Constraints with Probabilistic IntervalsTania K. Roblot, Sebastian Link. 1379-1380 [doi]
- Demonstration of Kite: A Scalable System for Microblogs Data ManagementAmr Magdy 0001, Mohamed F. Mokbel. 1383-1384 [doi]
- Adaptive Topic Follow-Up on TwitterAbdulrahman Alsaudi, Mehdi Sadri, Yasser Altowim, Sharad Mehrotra. 1385-1386 [doi]
- BEAMS: Bounded Event Detection in Graph StreamsMohammad Hossein Namaki, Keyvan Sasani, Yinghui Wu, Tingjian Ge. 1387-1388 [doi]
- GQFast: Fast Graph Exploration with Context-Aware AutocompletionChunbin Lin, Jianguo Wang, Yannis Papakonstantinou. 1389-1390 [doi]
- GscalerCloud: A Web-Based Graph Scaling ServiceJ. W. Zhang, Anwesha Mal, Y. C. Tay. 1391-1392 [doi]
- ModelHub: Deep Learning Lifecycle ManagementHui Miao, Ang Li, Larry S. Davis, Amol Deshpande. 1393-1394 [doi]
- Privacy Cyborg: Towards Protecting the Privacy of Social Media UsersTheodore Georgiou, Amr El Abbadi, Xifeng Yan. 1395-1396 [doi]
- SocialLens: Searching and Browsing Communities by Content and InteractionHongYun Cai, Vincent Wenchen Zheng, Penghe Chen, Fanwei Zhu, Kevin Chen-Chuan Chang, Zi Huang. 1397-1398 [doi]
- TABOO: Detecting Unstructured Sensitive Information Using Recursive Neural NetworksJan Neerbeky, Ira Assentz, Peter Dolog. 1399-1400 [doi]
- A Demonstration of TextDB: Declarative and Scalable Text Analytics on Large Data SetsZuozhi Wang, Flavio Bayer, Seungjin Lee, Kishore Narendran, Xuxi Pan, Qing Tang, Jimmy Wang, Chen Li. 1403-1404 [doi]
- A Human-and-Machine Cooperative Framework for Entity Resolution with Quality GuaranteesZhaoqiang Chen, Qun Chen, Zhanhuai Li. 1405-1406 [doi]
- A Scalable Data Integration and Analysis Architecture for Sensor Data of Pediatric AsthmaDimitris Stripelis, José Luis Ambite, Yao-Yi Chiang, Sandrah P. Eckel, Rima Habre. 1407-1408 [doi]
- DANCE: Data Cleaning with Constraints and ExpertsAhmad Assadi, Tova Milo, Slava Novgorodov. 1409-1410 [doi]
- DV8: Interactive Analysis of Aviation DataBehrooz Omidvar Tehrani, Arnab Nandi 0001, Nicholas Meyer, Dalton Flanagan, Seth Young. 1411-1412 [doi]
- Hippo in Action: Scalable Indexing of a Billion New York City Taxi Trips and BeyondJia Yu, Raha Moraffah, Mohamed Sarwat. 1413-1414 [doi]
- Landslide Information Service Based on Composition of Physical and Social SensorsAibek Musaev, Calton Pu. 1415-1416 [doi]
- MAROON+: A System for Profiling Entities over TimeFurong Li, Mong-Li Lee, Wynne Hsu. 1417-1418 [doi]
- SPATE: Compacting and Exploring Telco Big DataConstantinos Costa, Georgios Chatzimilioudis, Demetrios Zeinalipour-Yazti, Mohamed F. Mokbel. 1419-1420 [doi]
- VisFlow: A Visual Database Integration and Workflow Querying SystemXin Mou, Hasan M. Jamil, Xiaogang Ma. 1421-1422 [doi]
- Keynote: Research with Real UsersMagda Balazinska. 1425 [doi]
- Multiple-Query Optimization of Regular Path QueriesZahid Abul-Basher. 1426-1430 [doi]
- RELNA: Ranking Attributes in Social Networks to Detect Overlapping Communities EfficientlyBella Martínez-Seis. 1431-1435 [doi]
- Judgment Analysis Based on Crowdsourced OpinionsSujoy Chatterjee, Anirban Mukhopadhyay 0001, Malay Bhattacharyya 0001. 1439-1443 [doi]
- Effects of User Interactions on Online Social Recommender SystemsAnahita Davoudi. 1444-1448 [doi]
- Community Search over Big Graphs: Models, Algorithms, and OpportunitiesXin Huang, Laks V. S. Lakshmanan, Jianliang Xu. 1451-1454 [doi]
- Bringing Semantics to Spatiotemporal Data Mining: Challenges, Methods, and ApplicationsChao Zhang, Quan Yuan, Jiawei Han. 1455-1458 [doi]
- Web-Scale Blocking, Iterative and Progressive Entity ResolutionKostas Stefanidis, Vassilis Christophides, Vasilis Efthymiou. 1459-1462 [doi]
- The Challenges of Global-Scale Data ManagementFaisal Nawab, Divyakant Agrawal, Amr El Abbadi. 1463-1466 [doi]
- Handling Uncertainty in Geo-Spatial DataAndreas Züfle, Goce Trajcevski, Dieter Pfoser, Matthias Renz, Matthew T. Rice, Timothy Leslie, Paul L. Delamater, Tobias Emrich. 1467-1470 [doi]
- Data Science Education: We're Missing the Boat, AgainBill Howe, Michael J. Franklin, Laura M. Haas, Tim Kraska, Jeffrey D. Ullman. 1473-1474 [doi]
- Small DataOliver Kennedy, D. Richard Hipp, Stratos Idreos, Amélie Marian, Arnab Nandi 0001, Carmela Troncoso, Eugene Wu 0002. 1475-1476 [doi]
- Fairness in Group Recommendations in the Health DomainMaria Stratigi, Haridimos Kondylakis, Kostas Stefanidis. 1481-1488 [doi]
- MASC: Automatic Sleep Stage Classification Based on Brain and Myoelectric SignalsYuta Suzuki, Makito Sato, Hiroaki Shiokawa, Masashi Yanagisawa, Hiroyuki Kitagawa. 1489-1496 [doi]
- Survival Topic Models for Predicting Outcomes for Trauma PatientsYuanyang Zhang, Richard Jiang, Linda R. Petzold. 1497-1504 [doi]
- Case Study: Classification Algorithms Comparison for the Multi-Label Problem of Chronic Pelvic Pain DiagnosingVinicius Oliverio, Omero Bendicto Poli-Neto. 1507-1509 [doi]
- Enabling Real-Time Drug Abuse Detection in TweetsNhatHai Phan, Soon Ae Chun, Manasi Bhole, James Geller. 1510-1514 [doi]
- Mother Smoking During Pregnancy and ADHD in ChildrenJing (Melody) Yao. 1515-1522 [doi]
- Integrated Theory-and Data-Driven Feature Selection in Gene Expression Data AnalysisVineet K. Raghu, Xiaoyu Ge, Panos K. Chrysanthis, Panayiotis V. Benos. 1525-1532 [doi]
- A Mortality Study for ICU Patients Using Bursty Medical EventsLuca Bonomi, Xiaoqian Jiang. 1533-1540 [doi]
- Characterizing Organ Donation Awareness from Social MediaDiogo Ferreira Pacheco, Diego Pinheiro, Martin Cadeiras, Ronaldo Menezes. 1541-1548 [doi]
- Towards Scalable Non-Monotonic Stream Reasoning via Input Dependency AnalysisThu-Le Pham, Alessandra Mileo, Muhammad Intizar Ali. 1553-1558 [doi]
- Distance-Based Triple Reordering for SPARQL Query OptimizationMarios Meimaris, George Papastefanatos. 1559-1562 [doi]
- NOUS: Construction and Querying of Dynamic Knowledge GraphsSutanay Choudhury, Khushbu Agarwal, Sumit Purohit, Baichuan Zhang, Meg Pirrung, William Smith, Mathew Thomas. 1563-1565 [doi]
- Ontology-Based Approach for Academic Evaluation SystemSiti Aminah, Iis Afriyanti, Adila Krisnadhi. 1569-1574 [doi]
- PolyFuse: A Large-Scale Hybrid Data Fusion SystemMichael N. Gubanov. 1575-1578 [doi]
- On Recommending Evolution Measures: A Human-Aware ApproachKostas Stefanidis, Haridimos Kondylakis, Georgia Troullinou. 1579-1581 [doi]
- The Configurable Cloud - Accelerating Hyperscale Datacenter Services with FPGAAndre Putnam. 1587 [doi]
- Parallel Selectivity Estimation for Optimizing Multidimensional Spatial Join Processing on GPUsJianting Zhang, Simin You, Le Gruenwald. 1591-1598 [doi]
- Are Databases Fit for Hybrid Workloads on GPUs? A Storage Engine's PerspectiveMarcus Pinnecke, David Broneske, Gabriel Campero Durand, Gunter Saake. 1599-1606 [doi]
- Data Management Systems on Future Hardware: Challenges and OpportunitiesBingsheng He. 1609 [doi]
- Processing Declarative Queries through Generating Imperative Code in Managed RuntimesStratis D. Viglas. 1610-1611 [doi]
- Enabling Effective Utilization of GPUs for Data Management SystemsXiaodong Zhang. 1612 [doi]
- Tradeoffs and Considerations in the Design of Accelerators for Database ApplicationsRoger Moussalli. 1615 [doi]
- Hardware Acceleration of Database AnalyticsEvangelia A. Sitaridi. 1616 [doi]