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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 - Rui Li
, Alex X. Liu
:
Adaptively Secure and Fast Processing of Conjunctive Queries Over Encrypted Data. 1588-1602