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IEEE Transactions on Knowledge and Data Engineering, Volume 34
Volume 34, Number 1, January 2022
- Okwudili M. Ezeme, Qusay H. Mahmoud, Akramul Azim:
A Framework for Anomaly Detection in Time-Driven and Event-Driven Processes Using Kernel Traces. 1-14 - Pingfu Chao, Wen Hua, Rui Mao, Jiajie Xu, Xiaofang Zhou:
A Survey and Quantitative Study on Map Inference Algorithms From GPS Trajectories. 15-28 - Xiao-Hui Li, Caleb Chen Cao, Yuhan Shi, Wei Bai, Han Gao, Luyu Qiu, Cong Wang, Yuanyuan Gao, Shenjia Zhang, Xun Xue, Lei Chen:
A Survey of Data-Driven and Knowledge-Aware eXplainable AI. 29-49 - Jing Li, Aixin Sun, Jianglei Han, Chenliang Li:
A Survey on Deep Learning for Named Entity Recognition. 50-70 - Shanjiang Tang, Bingsheng He, Ce Yu, Yusen Li, Kun Li:
A Survey on Spark Ecosystem: Big Data Processing Infrastructure, Machine Learning, and Applications. 71-91 - Peng Jia, Pinghui Wang, Yuchao Zhang, Xiangliang Zhang, Jing Tao, Jianwei Ding, Xiaohong Guan, Don Towsley:
Accurately Estimating User Cardinalities and Detecting Super Spreaders Over Time. 92-106 - Wei Yang, Yangyang Geng, Lu Li, Xike Xie, Liusheng Huang:
Achieving Secure and Dynamic Range Queries Over Encrypted Cloud Data. 107-121 - Chih-Ya Shen, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen:
Activity Organization for Friend-Making Optimization in Online Social Networks. 122-137 - Ibrahim Jubran, Dan Feldman:
Aligning Points to Lines: Provable Approximations. 138-149 - Hang Yu, Jie Lu, Guangquan Zhang:
An Online Robust Support Vector Regression for Data Streams. 150-163 - Huanyu Zhao, Chaoyi Pang, Ramamohanarao Kotagiri, Christopher Kuo Pang, Ke Deng, Jian Yang, Tongliang Li:
An Optimal Online Semi-Connected PLA Algorithm With Maximum Error Bound. 164-177 - Yuanyuan Zhu, Qian Zhang, Lu Qin, Lijun Chang, Jeffrey Xu Yu:
Cohesive Subgraph Search Using Keywords in Large Networks. 178-191 - Chuanxing Geng, Songcan Chen:
Collective Decision for Open Set Recognition. 192-204 - Chen Ye, Hongzhi Wang, Kangjie Zheng, YouKang Kong, Rong Zhu, Jing Gao, Jianzhong Li:
Constrained Truth Discovery. 205-218 - Lihui Lin, Yanghui Rao, Haoran Xie, Raymond Y. K. Lau, Jian Yin, Fu Lee Wang, Qing Li:
Copula Guided Parallel Gibbs Sampling for Nonparametric and Coherent Topic Discovery. 219-235 - Yifan Zhang, Peilin Zhao, Qingyao Wu, Bin Li, Junzhou Huang, Mingkui Tan:
Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning. 236-248 - Ziwei Zhang, Peng Cui, Wenwu Zhu:
Deep Learning on Graphs: A Survey. 249-270 - Jiajing Zhu, Yongguo Liu, Chuanbiao Wen, Xindong Wu:
DGDFS: Dependence Guided Discriminative Feature Selection for Predicting Adverse Drug-Drug Interaction. 271-285 - Bin Zhang, Qianyao Qiang, Fei Wang, Feiping Nie:
Fast Multi-View Semi-Supervised Learning With Learned Graph. 286-299 - Lei Li, Sibo Wang, Xiaofang Zhou:
Fastest Path Query Answering using Time-Dependent Hop-Labeling in Road Network. 300-313 - Yanran Li, Ruixiang Zhang, Wenjie Li, Ziqiang Cao:
Hierarchical Prediction and Adversarial Learning For Conditional Response Generation. 314-327 - Yun William Yu, Griffin M. Weber:
HyperMinHash: MinHash in LogLog Space. 328-339 - Long Lan, Tongliang Liu, Xiang Zhang, Chuanfu Xu, Zhigang Luo:
Label Propagated Nonnegative Matrix Factorization for Clustering. 340-351 - Shunya Nishio, Daichi Amagata, Takahiro Hara:
Lamps: Location-Aware Moving Top-k Pub/Sub. 352-364 - Bo Yang, Ahmed S. Zamzam, Nicholas D. Sidiropoulos:
Large Scale Tensor Factorization via Parallel Sketches. 365-378 - Ming Gao, Xiangnan He, Leihui Chen, Tingting Liu, Jinglin Zhang, Aoying Zhou:
Learning Vertex Representations for Bipartite Networks. 379-393 - Guorui Li, Guang Guo, Sancheng Peng, Cong Wang, Shui Yu, Jianwei Niu, Jianli Mo:
Matrix Completion via Schatten Capped $p$p Norm. 394-404 - Xiaolin Zheng, Menghan Wang, Renjun Xu, Jianmeng Li, Yan Wang:
Modeling Dynamic Missingness of Implicit Feedback for Sequential Recommendation. 405-418 - Gaurav Mishra, Sraban Kumar Mohanty:
RDMN: A Relative Density Measure Based on MST Neighborhood for Clustering Multi-Scale Datasets. 419-432 - Chuan Shi, Yuanfu Lu, Linmei Hu, Zhiyuan Liu, Huadong Ma:
RHINE: Relation Structure-Aware Heterogeneous Information Network Embedding. 433-447 - Saeed Najafi Pour, Saeid Hosseini, Wen Hua, Mohammad Reza Kangavari, Xiaofang Zhou:
SoulMate: Short-Text Author Linking Through Multi-Aspect Temporal-Textual Embedding. 448-461 - Yang Liu, Xiang Ao, Linfeng Dong, Chao Zhang, Jin Wang, Qing He:
Spatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding. 462-474 - Yuyu Luo, Xuedi Qin, Chengliang Chai, Nan Tang, Guoliang Li, Wenbo Li:
Steerable Self-Driving Data Visualization. 475-490 - Shixuan Sun, Qiong Luo:
Subgraph Matching With Effective Matching Order and Indexing. 491-505
Volume 34, Number 2, February 2022
- Maxence Vandromme, Julie Jacques, Julien Taillard, Laetitia Jourdan, Clarisse Dhaenens:
A Biclustering Method for Heterogeneous and Temporal Medical Data. 506-518 - Tayyebeh Saeedi, Mansoor Rezghi:
A Novel Enriched Version of Truncated Nuclear Norm Regularization for Matrix Completion of Inexact Observed Data. 519-530 - Cao Xiao, Trong Nghia Hoang, Shenda Hong, Tengfei Ma, Jimeng Sun:
CHEER: Rich Model Helps Poor Model via Knowledge Infusion. 531-543 - Tong Zhang, Yuan Zong, Wenming Zheng, C. L. Philip Chen, Xiaopeng Hong, Chuangao Tang, Zhen Cui, Guoying Zhao:
Cross-Database Micro-Expression Recognition: A Benchmark. 544-559 - Rong-Cheng Tu, Xian-Ling Mao, Bing Ma, Yong Hu, Tan Yan, Wei Wei, Heyan Huang:
Deep Cross-Modal Hashing With Hashing Functions and Unified Hash Codes Jointly Learning. 560-572 - Weichang Wu, Junchi Yan, Xiaokang Yang, Hongyuan Zha:
Discovering Temporal Patterns for Event Sequence Clustering via Policy Mixture Model. 573-586 - Mehmet Pilanci, Elif Vural:
Domain Adaptation on Graphs by Learning Aligned Graph Bases. 587-600 - Mehdi Kargar, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta, Morteza Zihayat:
Effective Keyword Search Over Weighted Graphs. 601-616 - Yanni Li, Hui Li, Zhi Wang, Bing Liu, Jiangtao Cui, Hang Fei:
ESA-Stream: Efficient Self-Adaptive Online Data Stream Clustering. 617-630 - Linfeng Song, Zhiguo Wang, Mo Yu, Yue Zhang, Radu Florian, Daniel Gildea:
Evidence Integration for Multi-Hop Reading Comprehension With Graph Neural Networks. 631-639 - Jingjing Gu, Qiang Zhou, Jingyuan Yang, Yanchi Liu, Fuzhen Zhuang, Yanchao Zhao, Hui Xiong:
Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems. 640-652 - Yuqiu Qian, Conghui Tan, Danhao Ding, Hui Li, Nikos Mamoulis:
Fast and Secure Distributed Nonnegative Matrix Factorization. 653-666 - Yuxi Xie, Min Qiu, Haibo Zhang, Lizhi Peng, Zhenxiang Chen:
Gaussian Distribution Based Oversampling for Imbalanced Data Classification. 667-679 - Zhiling Luo, Yinghua Cui, Sha Zhao, Jianwei Yin:
g-Inspector: Recurrent Attention Model on Graph. 680-690 - Michael A. Georgiou, Aristodemos Paphitis, Michael Sirivianos, Herodotos Herodotou:
Hihooi: A Database Replication Middleware for Scaling Transactional Databases Consistently. 691-707 - Yali Gao, Xiaoyong Li, Hao Peng, Binxing Fang, Philip S. Yu:
HinCTI: A Cyber Threat Intelligence Modeling and Identification System Based on Heterogeneous Information Network. 708-722 - Hao Liu, Yongxin Tong, Jindong Han, Panpan Zhang, Xinjiang Lu, Hui Xiong:
Incorporating Multi-Source Urban Data for Personalized and Context-Aware Multi-Modal Transportation Recommendation. 723-735 - Suining He, Kang G. Shin:
Information Fusion for (Re)Configuring Bike Station Networks With Crowdsourcing. 736-752 - Tzu-Tsung Wong:
Linear Approximation of F-Measure for the Performance Evaluation of Classification Algorithms on Imbalanced Data Sets. 753-763 - Yixiang Dong, Minnan Luo, Jundong Li, Deng Cai, Qinghua Zheng:
LookCom: Learning Optimal Network for Community Detection. 764-775 - Peng Cheng, Xiang Lian, Lei Chen, Siyuan Liu:
Maximizing the Utility in Location-Based Mobile Advertising. 776-788 - Hui Li, Yanlin Wang, Ziyu Lyu, Jieming Shi:
Multi-Task Learning for Recommendation Over Heterogeneous Information Network. 789-802 - Zhaohong Deng, Ruixiu Liu, Peng Xu, Kup-Sze Choi, Wei Zhang, Xiaobin Tian, Te Zhang, Ling Liang, Bin Qin, Shitong Wang:
Multi-View Clustering With the Cooperation of Visible and Hidden Views. 803-815 - Junwei Han, Jinglin Xu, Feiping Nie, Xuelong Li:
Multi-View K-Means Clustering With Adaptive Sparse Memberships and Weight Allocation. 816-827 - Jing Li, Billy Chiu, Shuo Shang, Ling Shao:
Neural Text Segmentation and its Application to Sentiment Analysis. 828-842 - Peeyush Gupta, Yin Li, Sharad Mehrotra, Nisha Panwar, Shantanu Sharma, Sumaya Almanee:
Obscure: Information-Theoretically Secure, Oblivious, and Verifiable Aggregation Queries on Secret-Shared Outsourced Data. 843-864 - Yongshun Gong, Zhibin Li, Jian Zhang, Wei Liu, Yu Zheng:
Online Spatio-Temporal Crowd Flow Distribution Prediction for Complex Metro System. 865-880 - Kaiqi Zhao, Gao Cong, Xiucheng Li:
PGeoTopic: A Distributed Solution for Mining Geographical Topic Models. 881-893 - Xiangyu Ke, Arijit Khan, Mohammad Al Hasan, Rojin Rezvansangsari:
Reliability Maximization in Uncertain Graphs. 894-913 - Hongxu Chen, Hongzhi Yin, Tong Chen, Weiqing Wang, Xue Li, Xia Hu:
Social Boosted Recommendation With Folded Bipartite Network Embedding. 914-926 - Chenxu Wang, Wei Rao, Wenna Guo, Pinghui Wang, Jun Liu, Xiaohong Guan:
Towards Understanding the Instability of Network Embedding. 927-941 - Rong Wang, Jintang Bian, Feiping Nie, Xuelong Li:
Unsupervised Discriminative Projection for Feature Selection. 942-953 - Jie Feng, Yong Li, Zeyu Yang, Mingyang Zhang, Huandong Wang, Hancheng Cao, Depeng Jin:
User Identity Linkage via Co-Attentive Neural Network From Heterogeneous Mobility Data. 954-968 - Fan Yang, Zhiyuan Chen, Aryya Gangopadhyay:
Using Randomness to Improve Robustness of Tree-Based Models Against Evasion Attacks. 969-982 - Jiangyong Duan, Lili Guo:
Variable-Length Subsequence Clustering in Time Series. 983-995 - Wenrui Dai, Xiaoqian Jiang, Luca Bonomi, Yong Li, Hongkai Xiong, Lucila Ohno-Machado:
VERTICOX: Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers. 996-1010
Volume 34, Number 3, March 2022
- Hu-Chen Liu, Xue Luan, MengChu Zhou, Yun Xiong:
A New Linguistic Petri Net for Complex Knowledge Representation and Reasoning. 1011-1020 - Huan Rong, Victor S. Sheng, Tinghuai Ma, Yang Zhou, Mznah Al-Rodhaan:
A Self-Play and Sentiment-Emphasized Comment Integration Framework Based on Deep Q-Learning in a Crowdsourcing Scenario. 1021-1037 - Ju Jia, Liming Zhai, Weixiang Ren, Lina Wang, Yanzhen Ren:
An Effective Imbalanced JPEG Steganalysis Scheme Based on Adaptive Cost-Sensitive Feature Learning. 1038-1052 - Yang Song, Yu Gu, Rui Zhang, Ge Yu:
BrePartition: Optimized High-Dimensional kNN Search With Bregman Distances. 1053-1065 - Tao Sun, Dongsheng Li:
Capri: Consensus Accelerated Proximal Reweighted Iteration for A Class of Nonconvex Minimizations. 1066-1079 - Xingbo Du, Junchi Yan, Rui Zhang, Hongyuan Zha:
Cross-Network Skip-Gram Embedding for Joint Network Alignment and Link Prediction. 1080-1095 - Xuanhe Zhou, Chengliang Chai, Guoliang Li, Ji Sun:
Database Meets Artificial Intelligence: A Survey. 1096-1116 - Xiao Wang, Yuanfu Lu, Chuan Shi, Ruijia Wang, Peng Cui, Shuai Mou:
Dynamic Heterogeneous Information Network Embedding With Meta-Path Based Proximity. 1117-1132 - Tao Qiu, Xiaochun Yang, Bin Wang, Wei Wang:
Efficient Regular Expression Matching Based on Positional Inverted Index. 1133-1148 - Guozhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Kwok-Pan Chun, Grace Lai-Hung Wong:
Efficient Shapelet Discovery for Time Series Classification. 1149-1163 - Patricio Cerda, Gaël Varoquaux:
Encoding High-Cardinality String Categorical Variables. 1164-1176 - Yong Chen, Hui Zhang, Zhibao Tian, Jun Wang, Dell Zhang, Xuelong Li:
Enhanced Discrete Multi-Modal Hashing: More Constraints Yet Less Time to Learn. 1177-1190 - Na Ta, Kaiyu Li, Yi Yang, Fang Jiao, Zheng Tang, Guoliang Li:
Evaluating Public Anxiety for Topic-Based Communities in Social Networks. 1191-1205 - Zhen Wang, Chunyu Wang, Xianghua Li, Chao Gao, Xuelong Li, Junyou Zhu:
Evolutionary Markov Dynamics for Network Community Detection. 1206-1220 - Feiping Nie, Xiaowei Zhao, Rong Wang, Xuelong Li, Zhihui Li:
Fuzzy K-Means Clustering With Discriminative Embedding. 1221-1230 - Shuyin Xia, Hao Zhang, Wenhua Li, Guoyin Wang, Elisabeth Giem, Zizhong Chen:
GBNRS: A Novel Rough Set Algorithm for Fast Adaptive Attribute Reduction in Classification. 1231-1242 - Zhila Nouri Lewis, Yi-Cheng Tu:
G-PICS: A Framework for GPU-Based Spatial Indexing and Query Processing. 1243-1257 - Ting-Hsiang Wang, Hsiu-Wei Yang, Chih-Ming Chen, Ming-Feng Tsai, Chuan-Ju Wang:
Item Concept Network: Towards Concept-Based Item Representation Learning. 1258-1274 - Zhitao Wang, Chengyao Chen, Wenjie Li:
Joint Learning of User Representation With Diffusion Sequence and Network Structure. 1275-1287 - Xiaoou Ding, Hongzhi Wang, Jiaxuan Su, Muxian Wang, Jianzhong Li, Hong Gao:
Leveraging Currency for Repairing Inconsistent and Incomplete Data. 1288-1302 - Xiaofeng Gao, Shenwei Chen, Guihai Chen:
MAB-Based Reinforced Worker Selection Framework for Budgeted Spatial Crowdsensing. 1303-1316 - Wentao Zhang, Yuan Fang, Zemin Liu, Min Wu, Xinming Zhang:
mg2vec: Learning Relationship-Preserving Heterogeneous Graph Representations via Metagraph Embedding. 1317-1329 - Bin Wu, Xiangnan He, Yun Chen, Liqiang Nie, Kai Zheng, Yangdong Ye:
Modeling Product's Visual and Functional Characteristics for Recommender Systems. 1330-1343 - Suela Isaj, Torben Bach Pedersen, Esteban Zimányi:
Multi-Source Spatial Entity Linkage. 1344-1358 - Xianquan Zhang, Xuelong Li, Zhenjun Tang, Shichao Zhang, Shaomin Xie:
Noise Removal in Embedded Image With Bit Approximation. 1359-1369 - Luiz Henrique Zambom Santana, Ronaldo dos Santos Mello:
Persistence of RDF Data into NoSQL: A Survey and a Reference Architecture. 1370-1389 - Zuowu Zheng, Xiaofeng Gao, Xiao Ma, Guihai Chen:
Predicting Hot Events in the Early Period through Bayesian Model for Social Networks. 1390-1403 - Feiping Nie, Wei Chang, Zhanxuan Hu, Xuelong Li:
Robust Subspace Clustering With Low-Rank Structure Constraint. 1404-1415 - Yang Gao, Swarup Chandra, Yifan Li, Latifur Khan, Bhavani Thuraisingham:
SACCOS: A Semi-Supervised Framework for Emerging Class Detection and Concept Drift Adaption Over Data Streams. 1416-1426 - Jipeng Qiang, Zhenyu Qian, Yun Li, Yunhao Yuan, Xindong Wu:
Short Text Topic Modeling Techniques, Applications, and Performance: A Survey. 1427-1445 - Suining He, Kang G. Shin:
Spatio-Temporal Capsule-Based Reinforcement Learning for Mobility-on-Demand Coordination. 1446-1461 - Zheyi Pan, Wentao Zhang, Yuxuan Liang, Weinan Zhang, Yong Yu, Junbo Zhang, Yu Zheng:
Spatio-Temporal Meta Learning for Urban Traffic Prediction. 1462-1476 - Vo Nguyen Le Duy, Takuto Sakuma, Taiju Ishiyama, Hiroki Toda, Kazuya Arai, Masayuki Karasuyama, Yuta Okubo, Masayuki Sunaga, Hiroyuki Hanada, Yasuo Tabei, Ichiro Takeuchi:
Stat-DSM: Statistically Discriminative Sub-Trajectory Mining With Multiple Testing Correction. 1477-1488 - Issam M. Kouatli:
The Use of Fuzzy Logic as Augmentation to Quantitative Analysis to Unleash Knowledge of Participants' Uncertainty When Filling a Survey: Case of Cloud Computing. 1489-1500 - Dongxiang Zhang, Dongsheng Li, Long Guo, Kian-Lee Tan:
Unsupervised Entity Resolution With Blocking and Graph Algorithms. 1501-1515
Volume 34, Number 4, April 2022
- Rodica Neamtu, Ramoza Ahsan, Cuong Nguyen, Charles Lovering, Elke A. Rundensteiner, Gábor N. Sárközy:
A General Approach for Supporting Time Series Matching Using Multiple-Warped Distances. 1516-1529 - Arpan Man Sainju, Wenchong He, Zhe Jiang:
A Hidden Markov Contour Tree Model for Spatial Structured Prediction. 1530-1543 - David Alexander Tedjopurnomo, Zhifeng Bao, Baihua Zheng, Farhana Murtaza Choudhury, Alex Kai Qin:
A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challenges. 1544-1561 - Tianyi Hao, Jingbo Zhou, Yunsheng Cheng, Longbo Huang, Haishan Wu:
A Unified Framework for User Identification Across Online and Offline Data. 1562-1575 - Zhangjing Yang, Weiwu Yan, Xiaolin Huang, Lin Mei:
Adaptive Temporal-Frequency Network for Time-Series Forecasting. 1576-1587