IEEE Transactions on Knowledge and Data Engineering, Volume 28 (original) (raw)

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Volume 28, Number 1, January 2016

• 
  Jian Pei:
  State of the Journal Editorial. 1
• 
  Hong-Han Shuai, De-Nian Yang, Philip S. Yu, Ming-Syan Chen:
  A Comprehensive Study on Willingness Maximization for Social Activity Planning with Quality Guarantee. 2-16
• 
  Chi-Jen Wu, Chin-Fu Ku, Jan-Ming Ho, Ming-Syan Chen:
  A Novel Pipeline Approach for Efficient Big Data Broadcasting. 17-28
• 
  HyunJi Kim, Byong Su Choi, Moon Yul Huh:
  Booster in High Dimensional Data Classification. 29-40
• 
  Eleonora Ciceri, Piero Fraternali, Davide Martinenghi, Marco Tagliasacchi:
  Crowdsourcing for Top-K Query Processing over Uncertain Data. 41-53
• 
  Vincent S. Tseng, Cheng-Wei Wu, Philippe Fournier-Viger, Philip S. Yu:
  Efficient Algorithms for Mining Top-K High Utility Itemsets. 54-67
• 
  Abdul Mohsen Almalawi, Adil Fahad, Zahir Tari, Muhammad Aamir Cheema, Ibrahim Khalil:
  _k_NNVWC: An Efficient k-Nearest Neighbors Approach Based on Various-Widths Clustering. 68-81
• 
  Shuyao Qi, Dingming Wu, Nikos Mamoulis:
  Location Aware Keyword Query Suggestion Based on Document Proximity. 82-97
• 
  Lu Chen, Yunjun Gao, Gang Chen, Haida Zhang:
  Metric All-k-Nearest-Neighbor Search. 98-112
• 
  Chen Chen, Hanghang Tong, B. Aditya Prakash, Charalampos E. Tsourakakis, Tina Eliassi-Rad, Christos Faloutsos, Duen Horng Chau:
  Node Immunization on Large Graphs: Theory and Algorithms. 113-126
• 
  Pedro Antonio Gutiérrez, María Pérez-Ortiz, Javier Sánchez-Monedero, Francisco Fernández-Navarro, César Hervás-Martínez:
  Ordinal Regression Methods: Survey and Experimental Study. 127-146
• 
  Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
  Relaxed Functional Dependencies - A Survey of Approaches. 147-165
• 
  Qing Wang, Mingyuan Cui, Huizhi Liang:
  Semantic-Aware Blocking for Entity Resolution. 166-180
• 
  Usue Mori, Alexander Mendiburu, José Antonio Lozano:
  Similarity Measure Selection for Clustering Time Series Databases. 181-195
• 
  Chih-Ya Shen, De-Nian Yang, Liang-Hao Huang, Wang-Chien Lee, Ming-Syan Chen:
  Socio-Spatial Group Queries for Impromptu Activity Planning. 196-210
• 
  Chuanren Liu, Kai Zhang, Hui Xiong, Guofei Jiang, Qiang Yang:
  Temporal Skeletonization on Sequential Data: Patterns, Categorization, and Visualization. 211-223
• 
  Jieming Shi, Dingming Wu, Nikos Mamoulis:
  Textually Relevant Spatial Skylines. 224-237
• 
  Lida Abdi, Sattar Hashemi:
  To Combat Multi-Class Imbalanced Problems by Means of Over-Sampling Techniques. 238-251
• 
  Xiaoye Miao, Yunjun Gao, Baihua Zheng, Gang Chen, Huiyong Cui:
  Top-k Dominating Queries on Incomplete Data. 252-266

Volume 28, Number 2, February 2016

• 
  Isabel F. Cruz, Elena Ferrari, Yufei Tao:
  Guest Editorial: Special Section on the International Conference on Data Engineering. 295-296
• 
  Viktor Leis, Alfons Kemper, Thomas Neumann:
  Scaling HTM-Supported Database Transactions to Many Cores. 297-310
• 
  Albert Yu, Pankaj K. Agarwal, Jun Yang:
  Top-k Preferences in High Dimensions. 311-325
• 
  Wenfei Fan, Xin Wang, Yinghui Wu:
  Answering Pattern Queries Using Views. 326-341
• 
  Bahar Qarabaqi, Mirek Riedewald:
  Merlin: Exploratory Analysis with Imprecise Queries. 342-355
• 
  Amr Magdy, Mohamed F. Mokbel, Sameh Elnikety, Suman Nath, Yuxiong He:
  Venus: Scalable Real-Time Spatial Queries on Microblogs with Adaptive Load Shedding. 356-370
• 
  Xu Zhou, Kenli Li, Yantao Zhou, Keqin Li:
  Adaptive Processing for Distributed Skyline Queries over Uncertain Data. 371-384
• 
  Zhicheng Dou, Zhengbao Jiang, Sha Hu, Ji-Rong Wen, Ruihua Song:
  Automatically Mining Facets for Queries from Their Search Results. 385-397
• 
  Danushka Bollegala, Tingting Mu, John Yannis Goulermas:
  Cross-Domain Sentiment Classification Using Sentiment Sensitive Embeddings. 398-410
• 
  Xiaoping Zhou, Xun Liang, Haiyan Zhang, Yuefeng Ma:
  Cross-Platform Identification of Anonymous Identical Users in Multiple Social Media Networks. 411-424
• 
  Pinghui Wang, Wenbo He, Xue Liu:
  Efficiently Estimating Statistics of Points of Interests on Maps. 425-438
• 
  Xike Xie, Peiquan Jin, Man Lung Yiu, Jiang Du, Mingxuan Yuan, Christian S. Jensen:
  Enabling Scalable Geographic Service Sharing with Weighted Imprecise Voronoi Cells. 439-453
• 
  Pengcheng Wu, Steven C. H. Hoi, Peilin Zhao, Chunyan Miao, Zhiyong Liu:
  Online Multi-Modal Distance Metric Learning with Application to Image Retrieval. 454-467
• 
  Rong-Hua Li, Jeffrey Xu Yu, Rui Mao, Tan Jin:
  Recursive Stratified Sampling: A New Framework for Query Evaluation on Uncertain Graphs. 468-482
• 
  Jayanta K. Dutta, Bonny Banerjee, Chandan K. Reddy:
  RODS: Rarity based Outlier Detection in a Sparse Coding Framework. 483-495
• 
  Duyu Tang, Furu Wei, Bing Qin, Nan Yang, Ting Liu, Ming Zhou:
  Sentiment Embeddings with Applications to Sentiment Analysis. 496-509
• 
  MingJie Tang, Ruby Y. Tahboub, Walid G. Aref, Mikhail J. Atallah, Qutaibah M. Malluhi, Mourad Ouzzani, Yasin N. Silva:
  Similarity Group-by Operators for Multi-Dimensional Relational Data. 510-523
• 
  Yong-Bin Kang, Pari Delir Haghighi, Frada Burstein:
  TaxoFinder: A Graph-Based Approach for Taxonomy Learning. 524-536
• 
  Zhiyuan Wang, Yun Zhou, Jie Tang, Jarder Luo:
  The Prediction of Venture Capital Co-Investment Based on Structural Balance Theory. 537-550
• 
  Huiqi Hu, Guoliang Li, Zhifeng Bao, Jianhua Feng, Yongwei Wu, Zhiguo Gong, Yaoqiang Xu:
  Top-k Spatio-Textual Similarity Join. 551-565
• 
  Zheng Yu, Haixun Wang, Xuemin Lin, Min Wang:
  Understanding Short Texts through Semantic Enrichment and Hashing. 566-579
• 
  Xingsi Xue, Yuping Wang:
  Using Memetic Algorithm for Instance Coreference Resolution. 580-591

Volume 28, Number 3, March 2016

• 
  Yao-Chung Fan, Yu-Chi Chen, Kuan-Chieh Tung, Kuo-Chen Wu, Arbee L. P. Chen:
  A Framework for Enabling User Preference Profiling through Wi-Fi Logs. 592-603
• 
  Pavlos Kefalas, Panagiotis Symeonidis, Yannis Manolopoulos:
  A Graph-Based Taxonomy of Recommendation Algorithms and Systems in LBSNs. 604-622
• 
  Jiaping Zhao, Laurent Itti:
  Classifying Time Series Using Local Descriptors with Hybrid Sampling. 623-637
• 
  Sourav S. Bhowmick, Boon-Siew Seah:
  Clustering and Summarizing Protein-Protein Interaction Networks: A Survey. 638-658
• 
  Marcin Wylot, Philippe Cudré-Mauroux:
  DiploCloud: Efficient and Scalable Management of RDF Data in the Cloud. 659-674
• 
  Jia Zeng, Zhi-Qiang Liu, Xiao-Qin Cao:
  Fast Online EM for Big Topic Modeling. 675-688
• 
  Zhou Zhao, Xiaofei He, Deng Cai, Lijun Zhang, Wilfred Ng, Yueting Zhuang:
  Graph Regularized Feature Selection with Data Reconstruction. 689-700
• 
  Zhiwen Yu, Peinan Luo, Jane You, Hau-San Wong, Hareton Leung, Si Wu, Jun Zhang, Guoqiang Han:
  Incremental Semi-Supervised Clustering Ensemble for High Dimensional Data Clustering. 701-714
• 
  Shirui Pan, Jia Wu, Xingquan Zhu, Chengqi Zhang, Philip S. Yu:
  Joint Structure Feature Exploration and Regularization for Multi-Task Graph Classification. 715-728
• 
  Shan Jiang, Hsinchun Chen:
  NATERGM: A Model for Examining the Role of Nodal Attributes in Dynamic Social Media Networks. 729-740
• 
  Vishwakarma Singh, Bo Zong, Ambuj K. Singh:
  Nearest Keyword Set Search in Multi-Dimensional Datasets. 741-755
• 
  Song Han, Kam-yiu Lam, Deji Chen, Ming Xiong, Jiantao Wang, Krithi Ramamritham, Aloysius K. Mok:
  Online Mode Switch Algorithms for Maintaining Data Freshness in Dynamic Cyber-Physical Systems. 756-769
• 
  Rong-Hua Li, Lu Qin, Jeffrey Xu Yu, Rui Mao:
  Optimal Multi-Meeting-Point Route Search. 770-784
• 
  Yixiang Fang, Reynold Cheng, Wenbin Tang, Silviu Maniu, Xuan S. Yang:
  Scalable Algorithms for Nearest-Neighbor Joins on Big Trajectory Data. 785-800
• 
  Arif Mahmood, Michael Small:
  Subspace Based Network Community Detection Using Sparse Linear Coding. 801-812
• 
  Kim Schouten, Flavius Frasincar:
  Survey on Aspect-Level Sentiment Analysis. 813-830
• 
  Shengxun Yang, Zhen He, Yi-Ping Phoebe Chen:
  Workload-Based Ordering of Multi-Dimensional Data. 831-844

Volume 28, Number 4, April 2016

• 
  Qi Zhang, Yang Wang, Jin Qian, Xuanjing Huang:
  A Mixed Generative-Discriminative Based Hashing Method. 845-857
• 
  Lelin Zhang, Zhiyong Wang, Tao Mei, David Dagan Feng:
  A Scalable Approach for Content-Based Image Retrieval in Peer-to-Peer Networks. 858-872
• 
  Yingming Li, Ming Yang, Zhongang Qi, Zhongfei (Mark) Zhang:
  Bayesian Multi-Task Relationship Learning with Link Structure. 873-887
• 
  Weinan Zhang, Zhaoyan Ming, Yu Zhang, Ting Liu, Tat-Seng Chua:
  Capturing the Semantics of Key Phrases Using Multiple Languages for Question Retrieval. 888-900
• 
  Hector Garcia-Molina, Manas Joglekar, Adam Marcus, Aditya G. Parameswaran, Vasilis Verroios:
  Challenges in Data Crowdsourcing. 901-911
• 
  Hui Yan, Zhiguo Gong, Nan Zhang, Tao Huang, Hua Zhong, Jun Wei:
  Crawling Hidden Objects with kNN Queries. 912-924
• 
  Georgios Chatzimilioudis, Constantinos Costa, Demetrios Zeinalipour-Yazti, Wang-Chien Lee, Evaggelia Pitoura:
  Distributed In-Memory Processing of All k Nearest Neighbor Queries. 925-938
• 
  Jing Liu, Yu Jiang, Zechao Li, Xi Zhang, Hanqing Lu:
  Domain-Sensitive Recommendation with User-Item Subgroup Analysis. 939-950
• 
  Ying Zhang, Yu-Ling Hsueh, Wang-Chien Lee, Yi-Hao Jhang:
  Efficient Cache-Supported Path Planning on Roads. 951-964
• 
  Wenjie Zhang, Xuemin Lin, Ying Zhang, Ke Zhu, Gaoping Zhu:
  Efficient Probabilistic Supergraph Search. 965-978
• 
  Chung-Hsien Yu, Wei Ding, Melissa Morabito, Ping Chen:
  Hierarchical Spatio-Temporal Pattern Discovery and Predictive Modeling. 979-993
• 
  Pai Peng, Lidan Shou, Ke Chen, Gang Chen, Sai Wu:
  KISS: Knowing Camera Prototype System for Recognizing and Annotating Places-of-Interest. 994-1006
• 
  Chang-Dong Wang, Jian-Huang Lai, Philip S. Yu:
  Multi-View Clustering Based on Belief Propagation. 1007-1021
• 
  Massimo Melucci:
  Relevance Feedback Algorithms Inspired By Quantum Detection. 1022-1034
• 
  David M. Johnson, Caiming Xiong, Jason J. Corso:
  Semi-Supervised Nonlinear Distance Metric Learning via Forests of Max-Margin Cluster Hierarchies. 1035-1046
• 
  Wentao Robin Ouyang, Mani B. Srivastava, Alice Toniolo, Timothy J. Norman:
  Truth Discovery in Crowdsourced Detection of Spatial Events. 1047-1060
• 
  Yansong Zhang, Xuan Zhou, Ying Zhang, Yu Zhang, Mingchuan Su, Shan Wang:
  Virtual Denormalization via Array Index Reference for Main Memory OLAP. 1061-1074
• 
  Paolo Terenziani:
  Irregular Indeterminate Repeated Facts in Temporal Relational Databases. 1075-1079
• 
  Jing Zhang, Victor S. Sheng, Jian Wu, Xindong Wu:
  Multi-Class Ground Truth Inference in Crowdsourcing with Clustering. 1080-1085

Volume 28, Number 5, May 2016

• 
  Wei-Fan Chen, Mei-Hua Chen, Ming-Lung Chen, Lun-Wei Ku:
  A Computer-Assistance Learning System for Emotional Wording. 1093-1104
• 
  Srinka Basu, Ujjwal Maulik:
  A Game Theory Inspired Approach to Stable Core Decomposition on Weighted Networks. 1105-1117
• 
  Thibault Sellam, Martin L. Kersten:
  Cluster-Driven Navigation of the Query Space. 1118-1131
• 
  Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis:
  Collective Travel Planning in Spatial Networks. 1132-1146
• 
  Wayne Xin Zhao, Sui Li, Yulan He, Edward Y. Chang, Ji-Rong Wen, Xiaoming Li:
  Connecting Social Media to E-Commerce: Cold-Start Product Recommendation Using Microblogging Information. 1147-1159
• 
  Yubao Wu, Ruoming Jin, Xiang Zhang:
  Efficient and Exact Local Search for Random Walk Based Top-K Proximity Query in Large Graphs. 1160-1174
• 
  Bo Tang, Man Lung Yiu, Kien A. Hua:
  Exploit Every Bit: Effective Caching for High-Dimensional Nearest Neighbor Search. 1175-1188
• 
  Samamon Khemmarat, Lixin Gao:
  Fast Top-K Path-Based Relevance Query on Massive Graphs. 1189-1202
• 
  Petar Jovanovic, Oscar Romero, Alkis Simitsis, Alberto Abelló:
  Incremental Consolidation of Data-Intensive Multi-Flows. 1203-1216
• 
  Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao:
  Inference of Regular Expressions for Text Extraction from Examples. 1217-1230
• 
  Taiping Zhang, Pengfei Ren, Yao Ge, Yali Zheng, Yuan Yan Tang, C. L. Philip Chen:
  Learning Proximity Relations for Feature Selection. 1231-1244
• 
  Junqiang Liu, Ke Wang, Benjamin C. M. Fung:
  Mining High Utility Patterns in One Phase without Generating Candidates. 1245-1257
• 
  Qing Xie, Xiangliang Zhang, Zhixu Li, Xiaofang Zhou:
  Optimizing Cost of Continuous Overlapping Queries over Data Streams by Filter Adaption. 1258-1271
• 
  Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon:
  Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion. 1272-1284
• 
  Cheng Zhou, Boris Cule, Bart Goethals:
  Pattern Based Sequence Classification. 1285-1298
• 
  Robert Kessl:
  Probabilistic Static Load-Balancing of Parallel Mining of Frequent Sequences. 1299-1311
• 
  Dong Huang, Jian-Huang Lai, Chang-Dong Wang:
  Robust Ensemble Clustering Using Probability Trajectories. 1312-1326
• 
  Hui Yan, Jian Yang, Jing-Yu Yang:
  Robust Joint Feature Weights Learning Framework. 1327-1339
• 
  Junfeng Zhou, Wei Wang, Ziyang Chen, Jeffrey Xu Yu, Xian Tang, Yifei Lu, Yukun Li:
  Top-Down XML Keyword Query Processing. 1340-1353

Volume 28, Number 6, June 2016

• 
  Benjamin W. Wah:
  In Memoriam: Chittoor V. Ramamoorthy, PhD 1926-2016. 1354-1355
• 
  Yung-Yu Chung, Srikanta Tirthapura, David P. Woodruff:
  A Simple Message-Optimal Algorithm for Random Sampling from a Distributed Stream. 1356-1368
• 
  Dinh-Mao Bui, Shujaat Hussain, Eui-Nam Huh, Sungyoung Lee:
  Adaptive Replication Management in HDFS Based on Supervised Learning. 1369-1382
• 
  Joe Tekli:
  An Overview on XML Semantic Disambiguation from Unstructured Text to Semi-Structured Data: Background, Applications, and Ongoing Challenges. 1383-1407
• 
  Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara:
  Analytic Queries over Geospatial Time-Series Data Using Distributed Hash Tables. 1408-1422
• 
  Matthias Leinweber, Thomas Fober, Marc Strickert, Lars Baumgärtner, Gerhard Klebe, Bernd Freisleben, Eyke Hüllermeier:
  CavSimBase: A Database for Large Scale Comparison of Protein Binding Sites. 1423-1434
• 
  Michael Simpson, Venkatesh Srinivasan, Alex Thomo:
  Clearing Contamination in Large Networks. 1435-1448
• 
  Michael Hahsler, Matthew Bolaños:
  Clustering Data Streams Based on Shared Density between Micro-Clusters. 1449-1461
• 
  Iman Barjasteh, Rana Forsati, Dennis Ross, Abdol-Hossein Esfahanian, Hayder Radha:
  Cold-Start Recommendation with Provable Guarantees: A Decoupled Approach. 1462-1474
• 
  Cheng Chen, Lan Zheng, Venkatesh Srinivasan, Alex Thomo, Kui Wu, Anthony Sukow:
  Conflict-Aware Weighted Bipartite B-Matching and Its Application to E-Commerce. 1475-1488
• 
  Jiefei Ma, Franck Le, Alessandra Russo, Jorge Lobo:
  Declarative Framework for Specification, Simulation and Analysis of Distributed Applications. 1489-1502
• 
  Yang Hong, Qiwei Tang, Xiaofeng Gao, Bin Yao, Guihai Chen, Shaojie Tang:
  Efficient R-Tree Based Indexing Scheme for Server-Centric Cloud Storage System. 1503-1517
• 
  Dixin Luo, Hongteng Xu, Yi Zhen, Bistra Dilkina, Hongyuan Zha, Xiaokang Yang, Wenjun Zhang:
  Learning Mixtures of Markov Chains from Aggregate Data with Structural Constraints. 1518-1531
• 
  Yu Sun, Ke Tang, Leandro L. Minku, Shuo Wang, Xin Yao:
  Online Ensemble Learning of Data Streams with Gradually Evolved Classes. 1532-1545
• 
  Xun Yi, Russell Paulet, Elisa Bertino, Vijay Varadharajan:
  Practical Approximate k Nearest Neighbor Queries with Location and Query Privacy. 1546-1559
• 
  Xiang Lian, Lei Chen, Guoren Wang:
  Quality-Aware Subgraph Matching Over Inconsistent Probabilistic Graph Databases. 1560-1574
• 
  Ye Yuan, Xiang Lian, Lei Chen, Yongjiao Sun, Guoren Wang:
  RSkNN: kNN Search on Road Networks by Incorporating Social Influence. 1575-1588
• 
  Alhussein Fawzi, Jean-Baptiste Fiot, Bei Chen, Mathieu Sinn, Pascal Frossard:
  Structured Dimensionality Reduction for Additive Model Regression. 1589-1601
• 
  Bo Tang, Haibo He, Paul M. Baggenstoss, Steven Kay:
  A Bayesian Classification Approach Using Class-Specific Features for Text Categorization. 1602-1606

Volume 28, Number 7, July 2016

• 
  Guibing Guo, Jie Zhang, Neil Yorke-Smith:
  A Novel Recommendation Model Regularized with User Trust and Item Ratings. 1607-1620
• 
  Wentao Robin Ouyang, Lance M. Kaplan, Alice Toniolo, Mani B. Srivastava, Timothy J. Norman:
  Aggregating Crowdsourced Quantitative Claims: Additive and Multiplicative Models. 1621-1634
• 
  Chuan Hu, Huiping Cao:
  Aspect-Level Influence Discovery from Graphs. 1635-1649
• 
  Xinjie Zhou, Xiaojun Wan, Jianguo Xiao:
  CMiner: Opinion Extraction and Summarization for Chinese Microblogs. 1650-1663
• 
  Nikolaos Passalis, Anastasios Tefas:
  Entropy Optimized Feature-Based Bag-of-Words Representation for Information Retrieval. 1664-1677
• 
  Amey Desai, Mina Ghashami, Jeff M. Phillips:
  Improved Practical Matrix Sketching with Guarantees. 1678-1690
• 
  Pekka Laitila, Kai Virtanen:
  Improving Construction of Conditional Probability Tables for Ranked Nodes in Bayesian Networks. 1691-1705
• 
  Chengyuan Zhang, Ying Zhang, Wenjie Zhang, Xuemin Lin:
  Inverted Linear Quadtree: Efficient Top K Spatial Keyword Search. 1706-1721
• 
  Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj:
  K-Subspaces Quantization for Approximate Nearest Neighbor Search. 1722-1733
• 
  Xin Geng:
  Label Distribution Learning. 1734-1748
• 
  Yu-Hang Zhou, Zhi-Hua Zhou:
  Large Margin Distribution Learning with Cost Interval and Unlabeled Data. 1749-1763
• 
  Wei Wei, Gao Cong, Chunyan Miao, Feida Zhu, Guohui Li:
  Learning to Find Topic Experts in Twitter via Different Relations. 1764-1778
• 
  Lei Xu, Chunxiao Jiang, Yong Ren, Hsiao-Hwa Chen:
  Microblog Dimensionality Reduction - A Deep Learning Approach. 1779-1789
• 
  Jiaqi Zhu, Kaijun Wang, Yunkun Wu, Zhongyi Hu, Hongan Wang:
  Mining User-Aware Rare Sequential Topic Patterns in Document Streams. 1790-1804
• 
  Weiguo Zheng, Xiang Lian, Lei Zou, Liang Hong, Dongyan Zhao:
  Online Subgraph Skyline Analysis over Knowledge Graphs. 1805-1819
• 
  Jianxin Li, Chengfei Liu, Jeffrey Xu Yu, Yi Chen, Timos K. Sellis, J. Shane Culpepper:
  Personalized Influential Topic Search via Social Network Summarization. 1820-1834
• 
  Shuai Ma, Kaiyu Feng, Jianxin Li, Haixun Wang, Gao Cong, Jinpeng Huai:
  Proxies for Shortest Path and Distance Queries. 1835-1850
• 
  Jose M. Such, Natalia Criado:
  Resolving Multi-Party Privacy Conflicts in Social Media. 1851-1863
• 
  Meng Wang, Weijie Fu, Shijie Hao, Dacheng Tao, Xindong Wu:
  Scalable Semi-Supervised Learning by Efficient Anchor Graph Regularization. 1864-1877
• 
  Yoones A. Sekhavat, Jeffrey Parsons:
  SEDEX: Scalable Entity Preserving Data Exchange. 1878-1890
• 
  Lean Yu, Lunchao Hu, Ling Tang:
  Stock Selection with a Novel Sigmoid-Based Mixed Discrete-Continuous Differential Evolution Algorithm. 1891-1904
• 
  Carlos Ordonez, Yiqun Zhang, Wellington Cabrera:
  The Gamma Matrix to Summarize Dense and Sparse Data Sets for Big Data Analytics. 1905-1918
• 
  Yuan Wang, Jie Liu, Yalou Huang, Xia Feng:
  Using Hashtag Graph-Based Topic Model to Connect Semantically-Related Words Without Co-Occurrence in Microblogs. 1919-1933
• 
  Ou Wu, Qiang You, Xue Mao, Fen Xia, Fei Yuan, Weiming Hu:
  Listwise Learning to Rank by Exploring Structure of Objects. 1934-1939
• 
  Michael Mitzenmacher, Pedro Reviriego, Salvatore Pontarelli:
  OMASS: One Memory Access Set Separation. 1940-1943
• 
  Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao:
  Correction to "Inference of Regular Expressions for Text Extraction from Examples". 1944

Volume 28, Number 8, August 2016

• 
  Ningnan Zhou, Wayne Xin Zhao, Xiao Zhang, Ji-Rong Wen, Shan Wang:
  A General Multi-Context Embedding Model for Mining Human Trajectory Data. 1945-1958
• 
  Ke Deng, Jianxin Li, Chaoyi Pang, Jiuyong Li, Xiaofang Zhou:
  Access Time Oracle for Planar Graphs. 1959-1970
• 
  Guangtao Wang, Qinbao Song:
  Automatic Clustering via Outward Statistical Testing on Density Metrics. 1971-1985
• 
  Yaliang Li, Qi Li, Jing Gao, Lu Su, Bo Zhao, Wei Fan, Jiawei Han:
  Conflicts to Harmony: A Framework for Resolving Conflicts in Heterogeneous Data by Truth Discovery. 1986-1999
• 
  Shu Wu, Qiang Liu, Liang Wang, Tieniu Tan:
  Contextual Operation for Recommender Systems. 2000-2012
• 
  Bin Wu, Ke Yi, Zhenguo Li:
  Counting Triangles in Large Graphs by Random Sampling. 2013-2026
• 
  Mingsheng Long, Jianmin Wang, Yue Cao, Jia-Guang Sun, Philip S. Yu:
  Deep Learning of Transferable Representation for Scalable Domain Adaptation. 2027-2040
• 
  Mei Bai, Junchang Xin, Guoren Wang, Luming Zhang, Roger Zimmermann, Ye Yuan, Xindong Wu:
  Discovering the k Representative Skyline Over a Sliding Window. 2041-2056
• 
  Abir De, Sourangshu Bhattacharya, Sourav Sarkar, Niloy Ganguly, Soumen Chakrabarti:
  Discriminative Link Prediction using Local, Community, and Global Signals. 2057-2070
• 
  Wenjian Xu, Zhian He, Eric Lo, Chi-Yin Chow:
  Explaining Missing Answers to Top-k SQL Queries. 2071-2085
• 
  Can Lu, Jeffrey Xu Yu, Rong-Hua Li, Hao Wei:
  Exploring Hierarchies in Online Social Networks. 2086-2100
• 
  Tanmoy Chakraborty, Suhansanu Kumar, Niloy Ganguly, Animesh Mukherjee, Sanjukta Bhowmick:
  GenPerm: A Unified Method for Detecting Non-Overlapping and Overlapping Communities. 2101-2114
• 
  Lei Zhu, Shaoning Pang, Abdolhossein Sarrafzadeh, Tao Ban, Daisuke Inoue:
  Incremental and Decremental Max-Flow for Online Semi-Supervised Learning. 2115-2127
• 
  Adeleh Bitarafan, Mahdieh Soleymani Baghshah, Marzieh Gheisari:
  Incremental Evolving Domain Adaptation. 2128-2141
• 
  Parke Godfrey, Jarek Gryz, Piotr Lasek:
  Interactive Visualization of Large Data Sets. 2142-2157
• 
  Felix Ming Fai Wong, Chee-Wei Tan, Soumya Sen, Mung Chiang:
  Quantifying Political Leaning from Tweets, Retweets, and Retweeters. 2158-2172
• 
  Mohammad Rezaei, Pasi Fränti:
  Set Matching Measures for External Cluster Validity. 2173-2186
• 
  Meng Jiang, Alex Beutel, Peng Cui, Bryan Hooi, Shiqiang Yang, Christos Faloutsos:
  Spotting Suspicious Behaviors in Multimodal Data: A General Metric and Algorithms. 2187-2200
• 
  Peng Cheng, Xiang Lian, Lei Chen, Jinsong Han, Jizhong Zhao:
  Task Assignment on Multi-Skill Oriented Spatial Crowdsourcing. 2201-2215
• 
  Wei Xie, Feida Zhu, Jing Jiang, Ee-Peng Lim, Ke Wang:
  TopicSketch: Real-Time Bursty Topic Detection from Twitter. 2216-2229
• 
  Qin Liu, Jiefeng Cheng, Zhenguo Li, John C. S. Lui:
  VENUS: A System for Streamlined Graph Computation on a Single PC. 2230-2245

Volume 28, Number 9, September 2016

• 
  Anand Inasu Chittilappilly, Lei Chen, Sihem Amer-Yahia:
  A Survey of General-Purpose Crowdsourcing Techniques. 2246-2266
• 
  Hossein Soleimani, David J. Miller:
  ATD: Anomalous Topic Discovery in High Dimensional Discrete Data. 2267-2280
• 
  Jieying She, Yongxin Tong, Lei Chen, Caleb Chen Cao:
  Conflict-Aware Event-Participant Arrangement and Its Variant for Online Setting. 2281-2295
• 
  Guoliang Li, Jiannan Wang, Yudian Zheng, Michael J. Franklin:
  Crowdsourced Data Management: A Survey. 2296-2319
• 
  Colin O'Reilly, Alexander Gluhak, Muhammad Ali Imran:
  Distributed Anomaly Detection Using Minimum Volume Elliptical Principal Component Analysis. 2320-2333
• 
  Afsin Akdogan, Cyrus Shahabi, Ugur Demiryurek:
  D-ToSS: A Distributed Throwaway Spatial Index Structure for Dynamic Location Data. 2334-2348
• 
  Huijia Li, Zhan Bu, Aihua Li, Zhidong Liu, Yong Shi:
  Fast and Accurate Mining the Community Structure: Integrating Center Locating and Membership Optimization. 2349-2362
• 
  Jiajun Bu, Xin Shen, Bin Xu, Chun Chen, Xiaofei He, Deng Cai:
  Improving Collaborative Recommendation via User-Item Subgroups. 2363-2375
• 
  Ge Song, Justine Rochas, Lea El Beze, Fabrice Huet, Frédéric Magoulès:
  K Nearest Neighbour Joins for Big Data on MapReduce: A Theoretical and Experimental Analysis. 2376-2392
• 
  Iñaki Fernández de Viana, Pedro J. Abad, José Luis Álvarez, José Luis Arjona:
  MAVE: Multilevel wrApper Verification systEm. 2393-2406
• 
  Tuan-Anh Hoang, Ee-Peng Lim:
  Microblogging Content Propagation Modeling Using Topic-Specific Behavioral Factors. 2407-2422
• 
  Ling Chen, Xue Li, Quan Z. Sheng, Wen-Chih Peng, John Bennett, Hsiao-Yun Hu, Nicole Huang:
  Mining Health Examination Records - A Graph-Based Approach. 2423-2437
• 
  Kai-wei Sun, Chong Ho Lee, Jin Wang:
  Multilabel Classification via Co-Evolutionary Multilabel Hypernetwork. 2438-2451
• 
  Fei Cai, Shangsong Liang, Maarten de Rijke:
  Prefix-Adaptive and Time-Sensitive Personalized Query Auto Completion. 2452-2466
• 
  Myungsun Kim, Aziz Mohaisen, Jung Hee Cheon, Yongdae Kim:
  Private Over-Threshold Aggregation Protocols over Distributed Datasets. 2467-2479
• 
  Dingjiang Huang, Junlong Zhou, Bin Li, Steven C. H. Hoi, Shuigeng Zhou:
  Robust Median Reversion Strategy for Online Portfolio Selection. 2480-2493
• 
  Yung-Chun Chang, Chien Chin Chen, Wen-Lian Hsu:
  SPIRIT: A Tree Kernel-Based Method for Topic Person Interaction Detection. 2494-2507
• 
  Bo Tang, Steven Kay, Haibo He:
  Toward Optimal Feature Selection in Naive Bayes for Text Categorization. 2508-2521
• 
  Zhou Zhao, Hanqing Lu, Deng Cai, Xiaofei He, Yueting Zhuang:
  User Preference Learning for Online Social Recommendation. 2522-2534

Volume 28, Number 10, October 2016

• 
  Jian Pei, Leman Akoglu, Hongrae Lee, Justin J. Levandoski, Xuelong Li, Rosa Meo, Carlos Ordonez, Jeff M. Phillips, Barbara Poblete, K. Selçuk Candan, Meng Wang, Ji-Rong Wen, Li Xiong, Wenjie Zhang:
  EIC Editorial. 2535-2537
• 
  Luca Anselma, Luca Piovesan, Abdul Sattar, Bela Stantic, Paolo Terenziani:
  A Comprehensive Approach to 'Now' in Temporal Relational Databases: Semantics and Representation. 2538-2551
• 
  Jing Yang, Ning An, Gil Alterovitz:
  A Partial Correlation Statistic Structure Learning Algorithm Under Linear Structural Equation Models. 2552-2565
• 
  Hongzhi Yin, Xiaofang Zhou, Bin Cui, Hao Wang, Kai Zheng, Nguyen Quoc Viet Hung:
  Adapting to User Interest Drift for POI Recommendation. 2566-2581
• 
  Yen-Cheng Lu, Feng Chen, Yating Wang, Chang-Tien Lu:
  Discovering Anomalies on Mixed-Type Data Using a Generalized Student- t Based Approach. 2582-2595
• 
  Alina Bialkowski, Patrick Lucey, Peter Carr, Iain A. Matthews, Sridha Sridharan, Clinton Fookes:
  Discovering Team Structures in Soccer from Spatiotemporal Data. 2596-2605
• 
  Hao Huang, Shinjae Yoo, Dantong Yu, Hong Qin:
  Diverse Power Iteration Embeddings: Theory and Practice. 2606-2620
• 
  Xiaoyang Wang, Ying Zhang, Wenjie Zhang, Xuemin Lin:
  Efficient Identification of Local Keyword Patterns in Microblogging Platforms. 2621-2634
• 
  Chang Yao, Divyakant Agrawal, Gang Chen, Qian Lin, Beng Chin Ooi, Weng-Fai Wong, Meihui Zhang:
  Exploiting Single-Threaded Model in Multi-Core In-Memory Systems. 2635-2650
• 
  Feng Tian, Tian Lan, Kuo-Ming Chao, Nick Godwin, Qinghua Zheng, Nazaraf Shah, Fan Zhang:
  Mining Suspicious Tax Evasion Groups in Big Data. 2651-2664
• 
  Qingyao Wu, Mingkui Tan, Hengjie Song, Jian Chen, Michael K. Ng:
  ML-FOREST: A Multi-Label Tree Ensemble Method for Multi-Label Classification. 2665-2680
• 
  Xinpeng Zhang, Yasuhito Asano, Masatoshi Yoshikawa:
  Mutually Beneficial Confluent Routing. 2681-2696
• 
  Manish Aggarwal:
  On Learning of Choice Models with Interactive Attributes. 2697-2708
• 
  Qin Zhang, Peng Zhang, Guodong Long, Wei Ding, Chengqi Zhang, Xindong Wu:
  Online Learning from Trapezoidal Data Streams. 2709-2723
• 
  Nadin Kökciyan, Pinar Yolum:
  PriGuard: A Semantic Approach to Detect Privacy Violations in Online Social Networks. 2724-2737
• 
  Li Weng, Laurent Amsaleg, Teddy Furon:
  Privacy-Preserving Outsourced Media Search. 2738-2751
• 
  Tahseen Al-Khateeb, Mohammad M. Masud, Khaled Al-Naami, Sadi Evren Seker, Ahmad M. Mustafa, Latifur Khan, Zouheir Trabelsi, Charu C. Aggarwal, Jiawei Han:
  Recurring and Novel Class Detection Using Class-Based Ensemble for Evolving Data Stream. 2752-2764
• 
  Linhong Zhu, Dong Guo, Junming Yin, Greg Ver Steeg, Aram Galstyan:
  Scalable Temporal Latent Space Inference for Link Prediction in Dynamic Social Networks. 2765-2777
• 
  Yu Gu, Guanli Liu, Jianzhong Qi, Hongfei Xu, Ge Yu, Rui Zhang:
  The Moving K Diversified Nearest Neighbor Query. 2778-2792
• 
  Yating Zhang, Adam Jatowt, Sourav S. Bhowmick, Katsumi Tanaka:
  The Past is Not a Foreign Country: Detecting Semantically Similar Terms across Time. 2793-2807
• 
  Xu Zhou, Kenli Li, Guoqing Xiao, Yantao Zhou, Keqin Li:
  Top k Favorite Probabilistic Products Queries. 2808-2821
• 
  Paolo Terenziani:
  Nearly Periodic Facts in Temporal Relational Databases. 2822-2826

Volume 28, Number 11, November 2016

• 
  Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Jae-Gil Lee, Raja Jurdak:
  A Novel Framework for Online Amnesic Trajectory Compression in Resource-Constrained Environments. 2827-2841
• 
  Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao:
  AIDE: An Active Learning-Based Approach for Interactive Data Exploration. 2842-2856
• 
  Zhiqiang Wang, Jiye Liang, Ru Li, Yuhua Qian:
  An Approach to Cold-Start Link Prediction: Establishing Connections between Non-Topological and Topological Information. 2857-2870
• 
  Liang Bai, Xueqi Cheng, Jiye Liang, Huawei Shen:
  An Optimization Model for Clustering Categorical Data Streams with Drifting Concepts. 2871-2883
• 
  Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj:
  Competitive Quantization for Approximate Nearest Neighbor Search. 2884-2894
• 
  Jia-Dong Zhang, Chi-Yin Chow:
  CRATS: An LDA-Based Model for Jointly Mining Latent Communities, Regions, Activities, Topics, and Sentiments from Geosocial Network Data. 2895-2909
• 
  Shengzhi Xu, Xiang Cheng, Sen Su, Ke Xiao, Li Xiong:
  Differentially Private Frequent Sequence Mining. 2910-2926
• 
  Huanhuan Wu, James Cheng, Yiping Ke, Silu Huang, Yuzhen Huang, Hejun Wu:
  Efficient Algorithms for Temporal Path Computation. 2927-2942
• 
  Jianmin Wang, Shaoxu Song, Xiaochen Zhu, Xuemin Lin, Jiaguang Sun:
  Efficient Recovery of Missing Events. 2943-2957
• 
  Shangsong Liang, Fei Cai, Zhaochun Ren, Maarten de Rijke:
  Efficient Structured Learning for Personalized Diversification. 2958-2973
• 
  Yunjun Gao, Qing Liu, Gang Chen, Linlin Zhou, Baihua Zheng:
  Finding Causality and Responsibility for Probabilistic Reverse Skyline Query Non-Answers. 2974-2987
• 
  Xinyu Wei, Patrick Lucey, Stuart Morgan, Sridha Sridharan:
  Forecasting the Next Shot Location in Tennis Using Fine-Grained Spatiotemporal Tracking Data. 2988-2997
• 
  Leonidas Fegaras:
  Incremental Query Processing on Big Data Streams. 2998-3012
• 
  Wei Zhang, Jianyong Wang:
  Integrating Topic and Latent Factors for Scalable Personalized Review-based Rating Prediction. 3013-3027
• 
  Mikalai Tsytsarau, Themis Palpanas:
  Managing Diverse Sentiments at Large Scale. 3028-3040
• 
  Chen Xu, Yongquan Zhang, Runze Li, Xindong Wu:
  On the Feasibility of Distributed Kernel Regression for Big Data. 3041-3052
• 
  Piero Montanari, Ilaria Bartolini, Paolo Ciaccia, Marco Patella, Stefano Ceri, Marco Masseroli:
  Pattern Similarity Search in Genomic Sequences. 3053-3067
• 
  Meng Wang, Hui Li, Jiangtao Cui, Ke Deng, Sourav S. Bhowmick, Zhenhua Dong:
  PINOCCHIO: Probabilistic Influence-Based Location Selection over Moving Objects. 3068-3082
• 
  Jun Chen, Chaokun Wang, Jianmin Wang, Philip S. Yu:
  Recommendation for Repeat Consumption from User Implicit Feedback. 3083-3097
• 
  Reza Rawassizadeh, Elaheh Momeni, Chelsea Dobbins, Joobin Gharibshah, Michael J. Pazzani:
  Scalable Daily Human Behavioral Pattern Mining from Multivariate Temporal Data. 3098-3112
• 
  Junbeom Hur, Dongyoung Koo, Young-joo Shin, Kyungtae Kang:
  Secure Data Deduplication with Dynamic Ownership Management in Cloud Storage. 3113-3125

Volume 28, Number 12, December 2016

• 
  Mahtab Jahanbani Fard, Ping Wang, Sanjay Chawla, Chandan K. Reddy:
  A Bayesian Perspective on Early Stage Event Prediction in Longitudinal Data. 3126-3139
• 
  Tuan-Anh Nguyen Pham, Xutao Li, Gao Cong, Zhenjie Zhang:
  A General Recommendation Model for Heterogeneous Networks. 3140-3153
• 
  Pei Yang, Hasan Davulcu, Yada Zhu, Jingrui He:
  A Generalized Hierarchical Multi-Latent Space Model for Heterogeneous Learning. 3154-3168
• 
  Santosh Kumar Ray, Khaled Shaalan:
  A Review and Future Perspectives of Arabic Question Answering Systems. 3169-3190
• 
  Sen Wang, Xiaojun Chang, Xue Li, Guodong Long, Lina Yao, Quan Z. Sheng:
  Diagnosis Code Assignment Using Sparsity-Based Disease Correlation Embedding. 3191-3202
• 
  Siyuan Zhang, Lu Qin, Yu Zheng, Hong Cheng:
  Effective and Efficient: Large-Scale Dynamic City Express. 3203-3217
• 
  Yanfeng Zhang, Shimin Chen, Ge Yu:
  Efficient Distributed Density Peaks for Clustering Large Data Sets in MapReduce. 3218-3230
• 
  Qiang Qu, Siyuan Liu, Feida Zhu, Christian S. Jensen:
  Efficient Online Summarization of Large-Scale Dynamic Networks. 3231-3245
• 
  Mahsa Salehi, Christopher Leckie, James C. Bezdek, Tharshan Vaithianathan, Xuyun Zhang:
  Fast Memory Efficient Local Outlier Detection in Data Streams. 3246-3260
• 
  Francesco Corcoglioniti, Marco Rospocher, Alessio Palmero Aprosio:
  Frame-Based Ontology Population with PIKES. 3261-3275
• 
  Jun Zhang, Chaokun Wang, Jianmin Wang, Jeffrey Xu Yu, Jun Chen, Changping Wang:
  Inferring Directions of Undirected Social Ties. 3276-3292
• 
  Zeyuan Shang, Yaxiao Liu, Guoliang Li, Jianhua Feng:
  K-Join: Knowledge-Aware Similarity Join. 3293-3308
• 
  Jun Huang, Guorong Li, Qingming Huang, Xindong Wu:
  Learning Label-Specific Features and Class-Dependent Labels for Multi-Label Classification. 3309-3323
• 
  Xiaotong Zhang, Xianchao Zhang, Han Liu, Xinyue Liu:
  Multi-Task Multi-View Clustering. 3324-3338
• 
  Yao Zhang, Abhijin Adiga, Sudip Saha, Anil Vullikanti, B. Aditya Prakash:
  Near-Optimal Algorithms for Controlling Propagation at Group Scale on Networks. 3339-3352
• 
  Boyu Wang, Joelle Pineau:
  Online Bagging and Boosting for Imbalanced Data Streams. 3353-3366
• 
  Emre Eftelioglu, Shashi Shekhar, James M. Kang, Christopher Farah:
  Ring-Shaped Hotspot Detection. 3367-3381
• 
  Guoshuai Zhao, Xueming Qian, Xiaojiang Lei, Tao Mei:
  Service Quality Evaluation by Exploring Social Users' Contextual Information. 3382-3394
• 
  Hao Wang, Dit-Yan Yeung:
  Towards Bayesian Deep Learning: A Framework and Some Existing Methods. 3395-3408
• 
  Laurence Anthony F. Park, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao, James Bailey, Marimuthu Palaniswami:
  Visual Assessment of Clustering Tendency for Incomplete Data. 3409-3422

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