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IEEE Transactions on Knowledge and Data Engineering, Volume 28
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
:
kNNVWC: 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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