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ORCIDIEEE Transactions on Knowledge and Data Engineering, Volume 29
Volume 29, Number 1, January 2017
- Jian Pei, Xuemin Lin
:
Editorial. 1 - Kais Allab, Lazhar Labiod, Mohamed Nadif:
A Semi-NMF-PCA Unified Framework for Data Clustering. 2-16 - Chuan Shi, Yitong Li, Jiawei Zhang, Yizhou Sun, Philip S. Yu:
A Survey of Heterogeneous Information Network Analysis. 17-37 - Guangxu Xun, Xiaowei Jia, Vishrawas Gopalakrishnan, Aidong Zhang:
A Survey on Context Learning. 38-56 - Xiangnan He, Ming Gao, Min-Yen Kan, Dingxian Wang:
BiRank: Towards Ranking on Bipartite Graphs. 57-71 - Ganggao Zhu, Carlos Angel Iglesias:
Computing Semantic Similarity of Concepts in Knowledge Graphs. 72-85 - Biao Qin, Jeffrey Xu Yu:
Efficient Sensitivity Analysis for Inequality Queries in Probabilistic Databases. 86-99 - Kijung Shin, Lee Sael, U Kang:
Fully Scalable Methods for Distributed Tensor Factorization. 100-113 - Gang Hu, Jie Shao, Fenglin Liu, Yuan Wang, Heng Tao Shen:
IF-Matching: Towards Accurate Map-Matching with Information Fusion. 114-127 - Haishuai Wang, Peng Zhang, Xingquan Zhu, Ivor Wai-Hung Tsang, Ling Chen, Chengqi Zhang, Xindong Wu:
Incremental Subgraph Feature Selection for Graph Classification. 128-142 - Dezhao Song, Yi Luo, Jeff Heflin:
Linking Heterogeneous Data in the Semantic Web Using Scalable and Domain-Independent Candidate Selection. 143-156 - Hongteng Xu, Weichang Wu, Shamim Nemati, Hongyuan Zha:
Patient Flow Prediction via Discriminative Learning of Mutually-Correcting Processes. 157-171 - Shenglei Chen, Ana M. Martínez, Geoffrey I. Webb, Limin Wang:
Sample-Based Attribute Selective An DE for Large Data. 172-185 - Binbin Gu, Zhixu Li, Xiangliang Zhang, An Liu, Guanfeng Liu, Kai Zheng, Lei Zhao, Xiaofang Zhou:
The Interaction Between Schema Matching and Record Matching in Data Integration. 186-199 - Konstantinos Georgoulas, Akrivi Vlachou, Christos Doulkeridis, Yannis Kotidis:
User-Centric Similarity Search. 200-213
Volume 29, Number 2, February 2017
- Xiaoyang Wang, Ying Zhang, Wenjie Zhang, Xuemin Lin, Chen Chen:
Bring Order into the Samples: A Novel Scalable Method for Influence Maximization. 243-256 - Jiuyong Li, Saisai Ma, Thuc Duy Le, Lin Liu, Jixue Liu:
Causal Decision Trees. 257-271 - Xianyuan Zhan, Yu Zheng, Xiuwen Yi, Satish V. Ukkusuri:
Citywide Traffic Volume Estimation Using Trajectory Data. 272-285 - Zhian He, Petrie Wong, Ben Kao, Eric Lo, Reynold Cheng, Ziqiang Feng:
Efficient Pattern-Based Aggregation on Sequence Data. 286-299 - Raffaele Conforti, Marcello La Rosa, Arthur H. M. ter Hofstede:
Filtering Out Infrequent Behavior from Business Process Event Logs. 300-314 - Zhengbao Jiang, Zhicheng Dou, Ji-Rong Wen:
Generating Query Facets Using Knowledge Bases. 315-329 - Su-Jin Shin, Il-Chul Moon:
Guided HTM: Hierarchical Topic Model with Dirichlet Forest Priors. 330-343 - Xiaochi Wei, Heyan Huang, Liqiang Nie, Hanwang Zhang, Xianling Mao, Tat-Seng Chua:
I Know What You Want to Express: Sentence Element Inference by Incorporating External Knowledge Base. 344-358 - Guojie Song, Yuanhao Li, Xiaodong Chen, Xinran He, Jie Tang:
Influential Node Tracking on Dynamic Social Network: An Interchange Greedy Approach. 359-372 - Sushma Kumari, Balasubramaniam Jayaram:
Measuring Concentration of Distances - An Effective and Efficient Empirical Index. 373-386 - Lijun Chang, Wei Li, Lu Qin, Wenjie Zhang, Shiyu Yang:
pSCAN: Fast and Exact Structural Graph Clustering. 387-401 - Hotham Altwaijry, Dmitri V. Kalashnikov, Sharad Mehrotra:
QDA: A Query-Driven Approach to Entity Resolution. 402-417 - Lefteris Zervakis, Christos Tryfonopoulos, Spiros Skiadopoulos, Manolis Koubarakis:
Query Reorganization Algorithms for Efficient Boolean Information Filtering. 418-432 - Haiquan Chen, Wei-Shinn Ku, Haixun Wang, Liang Tang, Min-Te Sun:
Scaling Up Markov Logic Probabilistic Inference for Social Graphs. 433-445 - Wentao Wu, Hongsong Li, Haixun Wang, Kenny Q. Zhu:
Semantic Bootstrapping: A Theoretical Perspective. 446-457 - Yadong Mu, Wei Liu, Xiaobai Liu, Wei Fan:
Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization. 458-471 - Lei Zhu, Jialie Shen, Liang Xie, Zhiyong Cheng:
Unsupervised Visual Hashing with Semantic Assistant for Content-Based Image Retrieval. 472-486
Volume 29, Number 3, March 2017
- Xuemin Lin:
New EIC Editorial. 495-496 - Wolfgang Lehner, Johannes Gehrke, Kyuseok Shim:
Special Section on the International Conference on Data Engineering 2015. 497-498 - Wen Hua, Zhongyuan Wang, Haixun Wang, Kai Zheng, Xiaofang Zhou:
Understand Short Texts by Harvesting and Analyzing Semantic Knowledge. 499-512 - Wenqing Lin, Xiaokui Xiao, Xing Xie, Xiaoli Li:
Network Motif Discovery: A GPU Approach. 513-528 - Aristides Gionis, Michael Mathioudakis, Antti Ukkonen:
Bump Hunting in the Dark: Local Discrepancy Maximization on Graphs. 529-542 - Arko Provo Mukherjee, Pan Xu, Srikanta Tirthapura:
Enumeration of Maximal Cliques from an Uncertain Graph. 543-555 - Lu Chen, Yunjun Gao, Xinhan Li, Christian S. Jensen, Gang Chen:
Efficient Metric Indexing for Similarity Search and Similarity Joins. 556-571 - Juan Lu, Zhiguo Gong, Xuemin Lin:
A Novel and Fast SimRank Algorithm. 572-585 - Chuanren Liu, Hui Xiong, Spiros Papadimitriou, Yong Ge, Keli Xiao:
A Proactive Workflow Model for Healthcare Operation and Management. 586-598 - Xiaoyang Wang, Ying Zhang, Wenjie Zhang, Xuemin Lin:
Efficient Distance-Aware Influence Maximization in Geo-Social Networks. 599-612 - Liangyue Li, Hanghang Tong, Nan Cao, Kate Ehrlich, Yu-Ru Lin, Norbou Buchler:
Enhancing Team Composition in Professional Networks: Problem Definitions and Fast Solutions. 613-626 - Long Guo, Dongxiang Zhang, Gao Cong, Wei Wu, Kian-Lee Tan:
Influence Maximization in Trajectory Databases. 627-641 - Abdulhakim Ali Qahtan, Suojin Wang, Xiangliang Zhang:
KDE-Track: An Efficient Dynamic Density Estimator for Data Streams. 642-655 - Gang Chen, Keyu Yang, Lu Chen, Yunjun Gao, Baihua Zheng, Chun Chen:
Metric Similarity Joins Using MapReduce. 656-669 - Pieta Brown, Sebastian Link:
Probabilistic Keys. 670-682 - Jiao Su, Qing Zhu, Hao Wei, Jeffrey Xu Yu:
Reachability Querying: Can It Be Even Faster? 683-697 - Bo Li, Yevgeniy Vorobeychik, Muqun Li, Bradley A. Malin:
Scalable Iterative Classification for Sanitizing Large-Scale Datasets. 698-711
Volume 29, Number 4, April 2017
- Chenyun Yu, Sarana Nutanong, Hangyu Li, Cong Wang, Xingliang Yuan:
A Generic Method for Accelerating LSH-Based Similarity Join Processing. 712-726 - Shuang Hao, Nan Tang, Guoliang Li, Jian He, Na Ta, Jianhua Feng:
A Novel Cost-Based Model for Data Repairing. 727-742 - Hongchan Roh, Mincheol Shin, Wonmook Jung, Sanghyun Park:
Advanced Block Nested Loop Join for Extending SSD Lifetime. 743-756 - C. A. Murthy:
Bridging Feature Selection and Extraction: Compound Feature Generation. 757-770 - Maksim Tkachenko, Hady Wirawan Lauw:
Comparative Relation Generative Model. 771-783 - Tsz Nam Chan, Man Lung Yiu, Kien A. Hua:
Efficient Sub-Window Nearest Neighbor Search on Matrix. 784-797 - Jia-Dong Zhang, Chi-Yin Chow, Jin Xu:
Enabling Kernel-Based Attribute-Aware Matrix Factorization for Rating Prediction. 798-812 - Siyao Cheng, Zhipeng Cai, Jianzhong Li, Hong Gao:
Extracting Kernel Dataset from Big Sensory Data in Wireless Sensor Networks. 813-827 - Jun Wang, Jin-Mao Wei, Zhenglu Yang, Shu-Qin Wang:
Feature Selection by Maximizing Independent Classification Information. 828-841 - Monidipa Das, Soumya K. Ghosh, Pramesh Gupta, V. M. Chowdary, Ravoori Nagaraja, Vinay K. Dadhwal:
FORWARD: A Model for FOrecasting Reservoir WAteR Dynamics Using Spatial Bayesian Network (SpaBN). 842-855 - Guillaume Bagan, Angela Bonifati, Radu Ciucanu, George H. L. Fletcher, Aurélien Lemay, Nicky Advokaat:
gMark: Schema-Driven Generation of Graphs and Queries. 856-869 - Na Ta, Guoliang Li, Yongqing Xie, Changqi Li, Shuang Hao, Jianhua Feng:
Signature-Based Trajectory Similarity Join. 870-883 - Shu Guo, Quan Wang, Bin Wang, Lihong Wang, Li Guo:
SSE: Semantically Smooth Embedding for Knowledge Graphs. 884-897 - Siyuan Liu, Shuhui Wang:
Trajectory Community Discovery and Recommendation by Multi-Source Diffusion Modeling. 898-911 - Xin Li, José-Fernán Martínez, Martina Eckert, Gregorio Rubio:
Uncertainty Quantification in Mathematics-Embedded Ontologies Using Stochastic Reduced Order Model. 912-920 - Arif Mahmood, Michael Small, Somaya Ali Al-Máadeed, Nasir M. Rajpoot:
Using Geodesic Space Density Gradients for Network Community Detection. 921-935
Volume 29, Number 5, May 2017
- Binh Han, Ling Liu, Edward Omiecinski:
A Systematic Approach to Clustering Whole Trajectories of Mobile Objects in Road Networks. 936-949 - Bo Cheng, Shuai Zhao, Changbao Li, Junliang Chen:
A Web Services Discovery Approach Based on Mining Underlying Interface Semantics. 950-962 - Yu-Ling Hsueh, Chia-Chun Lin, Chia-Che Chang:
An Efficient Indexing Method for Skyline Computations with Partially Ordered Domains. 963-976 - Yueting Zhuang, Hanqi Wang, Jun Xiao, Fei Wu, Yi Yang, Weiming Lu, Zhongfei Zhang:
Bag-of-Discriminative-Words (BoDW) Representation via Topic Modeling. 977-990 - Leong Hou U, Junjie Zhang, Kyriakos Mouratidis, Ye Li:
Continuous Top-k Monitoring on Document Streams. 991-1003 - Damir Vandic, Steven S. Aanen, Flavius Frasincar, Uzay Kaymak:
Dynamic Facet Ordering for Faceted Product Search Engines. 1004-1016 - Wenzheng Xu, Mojtaba Rezvani, Weifa Liang, Jeffrey Xu Yu, Chengfei Liu:
Efficient Algorithms for the Identification of Top-k Structural Hole Spanners in Large Social Networks. 1017-1030 - Yoonjae Park, Jun-Ki Min, Kyuseok Shim:
Efficient Processing of Skyline Queries Using MapReduce. 1031-1044 - Xiaoke Ma, Di Dong:
Evolutionary Nonnegative Matrix Factorization Algorithms for Community Detection in Dynamic Networks. 1045-1058 - Liang Zhao, Qian Sun, Jieping Ye, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan:
Feature Constrained Multi-Task Learning Models for Spatiotemporal Event Forecasting. 1059-1072 - Jinyoung Yeo, Hyunsouk Cho, Jin-Woo Park, Seung-won Hwang:
Multimodal KB Harvesting for Emerging Spatial Entities. 1073-1086 - Rui Meng, Lei Chen, Yongxin Tong, Chen Jason Zhang:
Knowledge Base Semantic Integration Using Crowdsourcing. 1087-1100 - Meng Wang, Weijie Fu, Shijie Hao, Hengchang Liu, Xindong Wu:
Learning on Big Graph: Label Inference and Regularization with Anchor Hierarchy. 1101-1114 - Antonella Guzzo, Andrea Pugliese, Antonino Rullo, Domenico Saccà, Antonio Piccolo:
Malevolent Activity Detection with Hypergraph-Based Models. 1115-1128 - Hongfu Liu, Junjie Wu, Tongliang Liu, Dacheng Tao, Yun Fu:
Spectral Ensemble Clustering via Weighted K-Means: Theoretical and Practical Evidence. 1129-1143
Volume 29, Number 6, June 2017
- Chi Yang, Jinjun Chen:
A Scalable Data Chunk Similarity Based Compression Approach for Efficient Big Sensing Data Processing on Cloud. 1144-1157 - Yonghui Xu, Sinno Jialin Pan, Hui Xiong, Qingyao Wu, Ronghua Luo, Huaqing Min, Hengjie Song:
A Unified Framework for Metric Transfer Learning. 1158-1171 - Zhen Hai, Gao Cong, Kuiyu Chang, Peng Cheng, Chunyan Miao:
Analyzing Sentiments in One Go: A Supervised Joint Topic Modeling Approach. 1172-1185 - Liqiang Nie, Xiaochi Wei, Dongxiang Zhang, Xiang Wang, Zhipeng Gao, Yi Yang:
Data-Driven Answer Selection in Community QA Systems. 1186-1198 - Xixian Han, Jianzhong Li, Hong Gao:
Efficient Top-k Dominating Computation on Massive Data. 1199-1211 - Ye Yuan, Xiang Lian, Lei Chen, Jeffrey Xu Yu, Guoren Wang, Yongjiao Sun:
Keyword Search over Distributed Graphs with Compressed Signature. 1212-1225 - Guangyou Zhou, Jimmy Xiangji Huang:
Modeling and Learning Distributed Word Representation with Metadata for Question Retrieval. 1226-1239 - Le Wu, Yong Ge, Qi Liu, Enhong Chen, Richang Hong, Junping Du, Meng Wang:
Modeling the Evolution of Users' Preferences and Social Links in Social Networking Services. 1240-1253 - Qiang Liu, Shu Wu, Liang Wang:
Multi-Behavioral Sequential Prediction with Recurrent Log-Bilinear Model. 1254-1267 - Jianpeng Xu, Pang-Ning Tan, Jiayu Zhou, Lifeng Luo:
Online Multi-Task Learning Framework for Ensemble Forecasting. 1268-1280 - Jiaqing Liang, Yanghua Xiao, Haixun Wang, Yi Zhang, Wei Wang:
Probase+: Inferring Missing Links in Conceptual Taxonomies. 1281-1295 - Jingwei Xu, Yuan Yao, Hanghang Tong, Xianping Tao, Jian Lu:
RaPare: A Generic Strategy for Cold-Start Rating Prediction Problem. 1296-1309 - Rui Zhu, Bin Wang, Xiaochun Yang, Baihua Zheng, Guoren Wang:
SAP: Improving Continuous Top-K Queries Over Streaming Data. 1310-1328 - Mahmudur Rahman, Mizanur Rahman, Bogdan Carbunar, Duen Horng Chau:
Search Rank Fraud and Malware Detection in Google Play. 1329-1342 - Richang Hong, Chuan He, Yong Ge, Meng Wang, Xindong Wu:
User Vitality Ranking and Prediction in Social Networking Services: A Dynamic Network Perspective. 1343-1356
Volume 29, Number 7, July 2017
- Junyu Xuan, Jie Lu, Guangquan Zhang, Richard Yi Da Xu, Xiangfeng Luo:
Bayesian Nonparametric Relational Topic Model through Dependent Gamma Processes. 1357-1369 - Fangzhao Wu, Zhigang Yuan, Yongfeng Huang:
Collaboratively Training Sentiment Classifiers for Multiple Domains. 1370-1383 - Azadeh Ghari Neiat, Athman Bouguettaya, Timos Sellis, Sajib Mistry:
Crowdsourced Coverage as a Service: Two-Level Composition of Sensor Cloud Services. 1384-1397 - Qi Fan, Yuchen Li, Dongxiang Zhang, Kian-Lee Tan:
Discovering Newsworthy Themes from Sequenced Data: A Step Towards Computational Journalism. 1398-1411 - Matteo Catena, Nicola Tonellotto:
Energy-Efficient Query Processing in Web Search Engines. 1412-1425 - William Hoiles, Anup Aprem, Vikram Krishnamurthy:
Engagement and Popularity Dynamics of YouTube Videos and Sensitivity to Meta-Data. 1426-1437 - Yuefeng Li, Libiao Zhang, Yue Xu, Yiyu Yao, Raymond Yiu-Keung Lau, Yutong Wu:
Enhancing Binary Classification by Modeling Uncertain Boundary in Three-Way Decisions. 1438-1451 - Xin Lin, Yun Peng, Byron Choi, Jianliang Xu:
Human-Powered Data Cleaning for Probabilistic Reachability Queries on Uncertain Graphs. 1452-1465 - Manolis Terrovitis, Giorgos Poulis, Nikos Mamoulis, Spiros Skiadopoulos:
Local Suppression and Splitting Techniques for Privacy Preserving Publication of Trajectories. 1466-1479 - Leting Wu, Xintao Wu, Aidong Lu, Yuemeng Li:
On Spectral Analysis of Signed and Dispute Graphs: Application to Community Structure. 1480-1493 - Qingyao Wu, Hanrui Wu, Xiaoming Zhou, Mingkui Tan, Yonghui Xu, Yuguang Yan, Tianyong Hao:
Online Transfer Learning with Multiple Homogeneous or Heterogeneous Sources. 1494-1507 - Li Jin, Ling Feng, Gang-Li Liu, Chaokun Wang:
Personal Web Revisitation by Context and Content Keywords with Relevance Feedback. 1508-1521 - Furong Li, Mong-Li Lee, Wynne Hsu:
Profiling Entities over Time in the Presence of Unreliable Sources. 1522-1535 - Dong Zhou, Xuan Wu, Wenyu Zhao, Séamus Lawless, Jianxun Liu:
Query Expansion with Enriched User Profiles for Personalized Search Utilizing Folksonomy Data. 1536-1548 - Shuo Shang, Lisi Chen, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis:
Searching Trajectories by Regions of Interest. 1549-1562 - Melissa Ailem, François Role, Mohamed Nadif:
Sparse Poisson Latent Block Model for Document Clustering. 1563-1576
Volume 29, Number 8, August 2017
- Zhiwen Yu, Zongqiang Kuang, Jiming Liu, Hongsheng Chen, Jun Zhang, Jane You, Hau-San Wong, Guoqiang Han:
Adaptive Ensembling of Semi-Supervised Clustering Solutions. 1577-1590 - Didi Surian, Suranga Seneviratne, Aruna Seneviratne, Sanjay Chawla:
App Miscategorization Detection: A Case Study on Google Play. 1591-1604 - Xin Mu, Kai Ming Ting, Zhi-Hua Zhou:
Classification Under Streaming Emerging New Classes: A Solution Using Completely-Random Trees. 1605-1618 - Tianqing Zhu, Gang Li, Wanlei Zhou, Philip S. Yu:
Differentially Private Data Publishing and Analysis: A Survey. 1619-1638 - Yu Ting Wen, Jinyoung Yeo, Wen-Chih Peng, Seung-won Hwang:
Efficient Keyword-Aware Representative Travel Route Recommendation. 1639-1652 - Jianxin Li, Timos Sellis, J. Shane Culpepper, Zhenying He, Chengfei Liu, Junhu Wang:
Geo-Social Influence Spanning Maximization. 1653-1666 - Ziyang Liu, Chong Wang, Yi Chen:
Keyword Search on Temporal Graphs. 1667-1680