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ORCIDIEEE Transactions on Knowledge and Data Engineering, Volume 32
Volume 32, Number 1, January 2020
- Georgios Giasemidis
, Nikolaos Kaplis, Ioannis Agrafiotis, Jason R. C. Nurse:
A Semi-Supervised Approach to Message Stance Classification. 1-11
- Asieh Ghanbarpour, Hassan Naderi:
An Attribute-Specific Ranking Method Based on Language Models for Keyword Search over Graphs. 12-25 - Bolong Zheng, Kai Zheng, Christian S. Jensen, Nguyen Quoc Viet Hung, Han Su, Guohui Li, Xiaofang Zhou:
Answering Why-Not Group Spatial Keyword Queries. 26-39 - Sin G. Teo, Jianneng Cao, Vincent C. S. Lee:
DAG: A General Model for Privacy-Preserving Data Mining. 40-53 - Seyed Ali Osia, Ali Taheri, Ali Shahin Shamsabadi, Kleomenis Katevas, Hamed Haddadi, Hamid R. Rabiee:
Deep Private-Feature Extraction. 54-66 - Sutedi Sutedi, Noor Akhmad Setiawan, Teguh Bharata Adji:
Enhanced Graph Transforming V2 Algorithm for Non-Simple Graph in Big Data Pre-Processing. 67-77 - Fan Zhang, Conggai Li, Ying Zhang, Lu Qin, Wenjie Zhang:
Finding Critical Users in Social Communities: The Collapsed Core and Truss Problems. 78-91 - Kaixing Dong, Bowen Zhang, Yanyan Shen, Yanmin Zhu, Jiadi Yu:
GAT: A Unified GPU-Accelerated Framework for Processing Batch Trajectory Queries. 92-107 - Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Themis Palpanas:
Massively Distributed Time Series Indexing and Querying. 108-120 - Seyed Abbas Hosseini, Ali Khodadadi, Keivan Alizadeh, Ali Arabzadeh, Mehrdad Farajtabar, Hongyuan Zha, Hamid R. Rabiee:
Recurrent Poisson Factorization for Temporal Recommendation. 121-134 - Chen Jason Zhang, Lei Chen, H. V. Jagadish, Mengchen Zhang, Yongxin Tong:
Reducing Uncertainty of Schema Matching via Crowdsourcing with Accuracy Rates. 135-151 - Stijn Heldens, Nelly Litvak, Maarten van Steen:
Scalable Detection of Crowd Motion Patterns. 152-164 - Xiaojun Chen, Guowen Yuan, Feiping Nie, Zhong Ming:
Semi-Supervised Feature Selection via Sparse Rescaled Linear Square Regression. 165-176 - James S. Okolica, Gilbert L. Peterson, Robert F. Mills, Michael R. Grimaila:
Sequence Pattern Mining with Variables. 177-187 - Fanhua Shang, Kaiwen Zhou, Hongying Liu, James Cheng, Ivor W. Tsang, Lijun Zhang, Dacheng Tao, Licheng Jiao:
VR-SGD: A Simple Stochastic Variance Reduction Method for Machine Learning. 188-202
Volume 32, Number 2, February 2020
- Zhou Yang, Heli Sun, Jianbin Huang, Zhongbin Sun, Hui Xiong, Shaojie Qiao, Ziyu Guan, Xiaolin Jia:
An Efficient Destination Prediction Approach Based on Future Trajectory Prediction and Transition Matrix Optimization. 203-217 - Weiming Hu, Jun Gao, Bing Li, Ou Wu, Junping Du, Stephen J. Maybank:
Anomaly Detection Using Local Kernel Density Estimation and Context-Based Regression. 218-233 - Amal Saadallah, Luís Moreira-Matias, Ricardo Sousa, Jihed Khiari, Erik Jenelius, João Gama:
BRIGHT - Drift-Aware Demand Predictions for Taxi Networks. 234-245 - Jinyoung Yeo, Seung-won Hwang, Sungchul Kim, Eunyee Koh, Nedim Lipka:
Conversion Prediction from Clickstream: Modeling Market Prediction and Customer Predictability. 246-259 - Yongseok Son, Moonsub Kim, Sunggon Kim, Heon Young Yeom, Nam Sung Kim, Hyuck Han:
Design and Implementation of SSD-Assisted Backup and Recovery for Database Systems. 260-274 - Shaoxu Song, Yu Sun, Aoqian Zhang, Lei Chen, Jianmin Wang:
Enriching Data Imputation under Similarity Rule Constraints. 275-287 - Yan Yan, Mingkui Tan, Ivor W. Tsang, Yi Yang, Qinfeng Shi, Chengqi Zhang:
Fast and Low Memory Cost Matrix Factorization: Algorithm, Analysis, and Case Study. 288-301 - Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani:
Learning to Weight for Text Classification. 302-316 - Qiang Cui, Shu Wu, Qiang Liu, Wen Zhong, Liang Wang:
MV-RNN: A Multi-View Recurrent Neural Network for Sequential Recommendation. 317-331 - Hai Jin, Changfu Lin, Hanhua Chen, Jiangchuan Liu:
QuickPoint: Efficiently Identifying Densest Sub-Graphs in Online Social Networks for Event Stream Dissemination. 332-346 - Boyi Hou, Qun Chen, Zhaoqiang Chen, Youcef Nafa, Zhanhuai Li:
r-HUMO: A Risk-Aware Human-Machine Cooperation Framework for Entity Resolution with Quality Guarantees. 347-359 - Ioanna Tsalouchidou, Francesco Bonchi, Gianmarco De Francisci Morales, Ricardo Baeza-Yates:
Scalable Dynamic Graph Summarization. 360-373 - Xu Sun, Xuancheng Ren, Shuming Ma, Bingzhen Wei, Wei Li, Jingjing Xu, Houfeng Wang, Yi Zhang:
Training Simplification and Model Simplification for Deep Learning : A Minimal Effort Back Propagation Method. 374-387 - Jinyoung Yeo, Haeju Park, Sanghoon Lee, Eric Wonhee Lee, Seung-won Hwang:
XINA: Explainable Instance Alignment Using Dominance Relationship. 388-401 - Dan Vilenchik:
Simple Statistics Are Sometime Too Simple: A Case Study in Social Media Data. 402-408
Volume 32, Number 3, March 2020
- Yong Zhang, Jiacheng Wu, Jin Wang, Chunxiao Xing:
A Transformation-Based Framework for KNN Set Similarity Search. 409-423 - Jaewook Byun, Sungpil Woo, Daeyoung Kim:
ChronoGraph: Enabling Temporal Graph Traversals for Efficient Information Diffusion Analysis over Time. 424-437 - Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed:
Deep Inductive Graph Representation Learning. 438-452 - Dong Qin, Xiangmin Zhou, Lei Chen, Guangyan Huang, Yanchun Zhang:
Dynamic Connection-Based Social Group Recommendation. 453-467 - Junbo Zhang, Yu Zheng, Junkai Sun, Dekang Qi:
Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning. 468-478 - Sungwook Kim, Hyejin Shin, Chung Hun Baek, Soohyung Kim, Junbum Shin:
Learning New Words from Keystroke Data with Local Differential Privacy. 479-491 - Xingzhong Du, Hongzhi Yin, Ling Chen, Yang Wang, Yi Yang, Xiaofang Zhou:
Personalized Video Recommendation Using Rich Contents from Videos. 492-505 - Chenzi Zhang, Shuguang Hu, Zhihao Gavin Tang, T.-H. Hubert Chan:
Re-Revisiting Learning on Hypergraphs: Confidence Interval, Subgradient Method, and Extension to Multiclass. 506-518 - Peiquan Jin, Chengcheng Yang, Xiaoliang Wang, Lihua Yue, Dezhi Zhang:
SAL-Hashing: A Self-Adaptive Linear Hashing Index for SSDs. 519-532 - Zhuhe Fang, Chuliang Weng, Li Wang, Huiqi Hu, Aoying Zhou:
Scheduling Resources to Multiple Pipelines of One Query in a Main Memory Database Cluster. 533-546 - Bo Wu, Wen-Huang Cheng, Yongdong Zhang, Juan Cao, Jintao Li, Tao Mei:
Unlocking Author Power: On the Exploitation of Auxiliary Author-Retweeter Relations for Predicting Key Retweeters. 547-559 - Lei Han, Jian Yang, Weiliang Zhao, Quan Z. Sheng:
User Interface Derivation for Business Processes. 560-573 - Surong Yan, Kwei-Jay Lin, Xiaolin Zheng, Wenyu Zhang:
Using Latent Knowledge to Improve Real-Time Activity Recognition for Smart IoT. 574-587 - Marcel Trotzek, Sven Koitka, Christoph M. Friedrich:
Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences. 588-601 - Xianying Liu, Qiang Zhu, Sakti Pramanik, C. Titus Brown, Gang Qian:
VA-Store: A Virtual Approximate Store Approach to Supporting Repetitive Big Data in Genome Sequence Analyses. 602-616
Volume 32, Number 4, April 2020
- Lerong Ma, Dandan Song, Lejian Liao, Jingang Wang:
A Hybrid Discriminative Mixture Model for Cumulative Citation Recommendation. 617-630 - Yu Zhu, Jinghao Lin, Shibi He, Beidou Wang, Ziyu Guan, Haifeng Liu, Deng Cai:
Addressing the Item Cold-Start Problem by Attribute-Driven Active Learning. 631-644 - Shuai Ma, Renjun Hu, Luoshu Wang, Xuelian Lin, Jinpeng Huai:
An Efficient Approach to Finding Dense Temporal Subgraphs. 645-658 - Huaqing Zhang, Jian Wang, Zhanquan Sun, Jacek M. Zurada, Nikhil R. Pal:
Feature Selection for Neural Networks Using Group Lasso Regularization. 659-673 - Yulu Du, Xiangwu Meng, Yujie Zhang, Pengtao Lv:
GERF: A Group Event Recommendation Framework Based on Learning-to-Rank. 674-687 - Yang Gao, Yue Xu, Heyan Huang, Qian Liu, Linjing Wei, Luyang Liu:
Jointly Learning Topics in Sentence Embedding for Document Summarization. 688-699 - Libin Zheng, Lei Chen:
Multi-Campaign Oriented Spatial Crowdsourcing. 700-713 - Zheli Liu, Bo Li, Yanyu Huang, Jin Li, Yang Xiang, Witold Pedrycz:
NewMCOS: Towards a Practical Multi-Cloud Oblivious Storage Scheme. 714-727 - Qinghua Huang, Yongdong Chen, Longzhong Liu, Dacheng Tao, Xuelong Li:
On Combining Biclustering Mining and AdaBoost for Breast Tumor Classification. 728-738 - Min Chen:
Reducing Web Page Complexity to Facilitate Effective User Navigation. 739-753 - Hadrien Van Lierde, Tommy W. S. Chow, Guanrong Chen:
Scalable Spectral Clustering for Overlapping Community Detection in Large-Scale Networks. 754-767 - Davood Rafiei, Fan Deng:
Similarity Join and Similarity Self-Join Size Estimation in a Streaming Environment. 768-781 - Mingjun Xiao, Kai Ma, An Liu, Hui Zhao, Zhixu Li, Kai Zheng, Xiaofang Zhou:
SRA: Secure Reverse Auction for Task Assignment in Spatial Crowdsourcing. 782-796 - Xuelong Li, Mulin Chen, Qi Wang:
Adaptive Consistency Propagation Method for Graph Clustering. 797-802 - Bohan Zhang, Scott Sanner, Mohamed Reda Bouadjenek, Shagun Gupta:
Bayesian Networks for Data Integration in the Absence of Foreign Keys. 803-808 - Xuelong Li, Mulin Chen, Qi Wang:
Discrimination-Aware Projected Matrix Factorization. 809-814 - Zahra Ghafoori, Sarah M. Erfani, James C. Bezdek, Shanika Karunasekera, Christopher Leckie:
LN-SNE: Log-Normal Distributed Stochastic Neighbor Embedding for Anomaly Detection. 815-820 - Aref Majdara, Saeid Nooshabadi:
Nonparametric Density Estimation Using Copula Transform, Bayesian Sequential Partitioning, and Diffusion-Based Kernel Estimator. 821-826
Volume 32, Number 5, May 2020
- Shanshan Wan, Zhendong Niu:
A Hybrid E-Learning Recommendation Approach Based on Learners' Influence Propagation. 827-840 - Chi Yang, Xianghua Xu, Kotagiri Ramamohanarao, Jinjun Chen:
A Scalable Multi-Data Sources Based Recursive Approximation Approach for Fast Error Recovery in Big Sensing Data on Cloud. 841-854 - Jinhui Tang, Xiaoyu Du, Xiangnan He, Fajie Yuan, Qi Tian, Tat-Seng Chua:
Adversarial Training Towards Robust Multimedia Recommender System. 855-867 - Yanchao Li, Yongli Wang, Dong-Jun Yu, Ning Ye, Peng Hu, Ruxin Zhao:
ASCENT: Active Supervision for Semi-Supervised Learning. 868-882 - Shounak Datta, Sayak Nag, Swagatam Das:
Boosting with Lexicographic Programming: Addressing Class Imbalance without Cost Tuning. 883-897 - Valeria Fionda, Antonella Guzzo:
Control-Flow Modeling with Declare: Behavioral Properties, Computational Complexity, and Tools. 898-911 - Yiming Lin, Hongzhi Wang, Jianzhong Li, Hong Gao:
Efficient Entity Resolution on Heterogeneous Records. 912-926 - Han van der Aa, Henrik Leopold, Hajo A. Reijers:
Efficient Process Conformance Checking on the Basis of Uncertain Event-to-Activity Mappings. 927-940 - Takuma Ebisu, Ryutaro Ichise:
Generalized Translation-Based Embedding of Knowledge Graph. 941-951 - Zhao Zhang, Yan Zhang, Guangcan Liu, Jinhui Tang, Shuicheng Yan, Meng Wang:
Joint Label Prediction Based Semi-Supervised Adaptive Concept Factorization for Robust Data Representation. 952-970 - Yibo Sun, Duyu Tang, Nan Duan, Tao Qin, Shujie Liu, Zhao Yan, Ming Zhou, Yuanhua Lv, Wenpeng Yin, Xiaocheng Feng, Bing Qin, Ting Liu:
Joint Learning of Question Answering and Question Generation. 971-982 - Tenindra Abeywickrama, Muhammad Aamir Cheema, Arijit Khan:
K-SPIN: Efficiently Processing Spatial Keyword Queries on Road Networks. 983-997 - Qin Hu, Shengling Wang, Peizi Ma, Xiuzhen Cheng, Weifeng Lv, Rongfang Bie:
Quality Control in Crowdsourcing Using Sequential Zero-Determinant Strategies. 998-1009 - Sina Dabiri, Chang-Tien Lu, Kevin P. Heaslip, Chandan K. Reddy:
Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data. 1010-1023 - Yukuo Cen, Jing Zhang, Gaofei Wang, Yujie Qian, Chuizheng Meng, Zonghong Dai, Hongxia Yang, Jie Tang:
Trust Relationship Prediction in Alibaba E-Commerce Platform. 1024-1035
Volume 32, Number 6, June 2020
- Xiaoshuang Chen, Yin Zheng, Peilin Zhao, Zhuxi Jiang, Wenye Ma, Junzhou Huang:
A Generalized Locally Linear Factorization Machine with Supervised Variational Encoding. 1036-1049 - Mohammad Aliannejadi, Dimitrios Rafailidis, Fabio Crestani:
A Joint Two-Phase Time-Sensitive Regularized Collaborative Ranking Model for Point of Interest Recommendation. 1050-1063 - Andreas Ruscheinski, Tom Warnke, Adelinde M. Uhrmacher:
Artifact-Based Workflows for Supporting Simulation Studies. 1064-1078 - Yexin Li, Yu Zheng:
Citywide Bike Usage Prediction in a Bike-Sharing System. 1079-1091 - Wei Zhao, Ziyu Guan, Yuhui Huang, Tingting Xi, Huan Sun, Zhiheng Wang, Xiaofei He:
Discerning Influence Patterns with Beta-Poisson Factorization in Microblogging Environments. 1092-1103 - Everlandio R. Q. Fernandes, André C. P. L. F. de Carvalho, Xin Yao:
Ensemble of Classifiers Based on Multiobjective Genetic Sampling for Imbalanced Data. 1104-1115 - Hao Wang, Yan Yang, Bing Liu:
GMC: Graph-Based Multi-View Clustering. 1116-1129 - Johannes De Smedt, Galina Deeva, Jochen De Weerdt:
Mining Behavioral Sequence Constraints for Classification. 1130-1142 - Teng Zhang, Zhi-Hua Zhou:
Optimal Margin Distribution Machine. 1143-1156 - Sangmin Lee, Seoung Bum Kim:
Parallel Simulated Annealing with a Greedy Algorithm for Bayesian Network Structure Learning. 1157-1166 - Feiping Nie, Shaojun Shi, Xuelong Li:
Semi-Supervised Learning with Auto-Weighting Feature and Adaptive Graph. 1167-1178 - Dumitrel Loghin, Shaofeng Cai, Gang Chen, Tien Tuan Anh Dinh, Feiyi Fan, Qian Lin, Janice Ng, Beng Chin Ooi, Xutao Sun, Quang-Trung Ta, Wei Wang, Xiaokui Xiao, Yang Yang, Meihui Zhang, Zhonghua Zhang:
The Disruptions of 5G on Data-Driven Technologies and Applications. 1179-1198 - Yazhou Yao, Jian Zhang, Fumin Shen, Li Liu, Fan Zhu, Dongxiang Zhang, Heng Tao Shen:
Towards Automatic Construction of Diverse, High-Quality Image Datasets. 1199-1211 - Dong Huang, Chang-Dong Wang, Jian-Sheng Wu, Jian-Huang Lai, Chee-Keong Kwoh:
Ultra-Scalable Spectral Clustering and Ensemble Clustering. 1212-1226 - Hongmei Chen, Yixiang Fang, Ying Zhang, Wenjie Zhang, Lizhen Wang:
ESPM: Efficient Spatial Pattern Matching. 1227-1233
Volume 32, Number 7, July 2020
- Sujoy Chatterjee, Anirban Mukhopadhyay, Malay Bhattacharyya:
A Review of Judgment Analysis Algorithms for Crowdsourced Opinions. 1234-1248 - Yong Chen, Junjie Wu, Jianying Lin, Rui Liu, Hui Zhang, Zhiwen Ye:
Affinity Regularized Non-Negative Matrix Factorization for Lifelong Topic Modeling. 1249-1262 - Hung T. Nguyen, Alberto Cano, Tam Vu, Thang N. Dinh:
Blocking Self-Avoiding Walks Stops Cyber-Epidemics: A Scalable GPU-Based Approach. 1263-1275 - Bin Liu, Ying Li, Soumya Ghosh, Zhaonan Sun, Kenney Ng, Jianying Hu:
Complication Risk Profiling in Diabetes Care: A Bayesian Multi-Task and Feature Relationship Learning Approach. 1276-1289 - Yulu Du, Xiangwu Meng, Yujie Zhang:
CVTM: A Content-Venue-Aware Topic Model for Group Event Recommendation. 1290-1303 - Lei Fang, Juan Ye, Simon Dobson:
Discovery and Recognition of Emerging Human Activities Using a Hierarchical Mixture of Directional Statistical Models. 1304-1316 - Wenhui Yu, Jinfei Liu, Jian Pei, Li Xiong, Xu Chen, Zheng Qin:
Efficient Contour Computation of Group-Based Skyline. 1317-1332 - Jianpeng Zhang, Yulong Pei, George Fletcher, Mykola Pechenizkiy:
Evaluation of the Sample Clustering Process on Graphs. 1333-1347 - Zhan Bu, Hui-Jia Li, Chengcui Zhang, Jie Cao, Aihua Li, Yong Shi:
Graph K-means Based on Leader Identification, Dynamic Game, and Opinion Dynamics. 1348-1361 - Jie Song, HongYan He, Richard Thomas, Yubin Bao, Ge Yu:
Haery: A Hadoop Based Query System on Accumulative and High-Dimensional Data Model for Big Data. 1362-1377 - Zhen Chen, Hanghang Tong, Lei Ying:
Inferring Full Diffusion History from Partial Timestamps. 1378-1392 - Wenhe Liu, Dong Gong, Mingkui Tan, Qinfeng (Javen) Shi, Yi Yang, Alexander G. Hauptmann:
Learning Distilled Graph for Large-Scale Social Network Data Clustering. 1393-1404 - Kaiqi Zhang, Hong Gao, Xixian Han, Zhipeng Cai, Jianzhong Li:
Modeling and Computing Probabilistic Skyline on Incomplete Data. 1405-1418 - Jinglin Xu, Junwei Han, Feiping Nie, Xuelong Li:
Multi-View Scaling Support Vector Machines for Classification and Feature Selection. 1419-1430 - Haoyang Zhu, Xiaoyong Li, Qiang Liu, Zichen Xu:
Top-k Dominating Queries on Skyline Groups. 1431-1444
Volume 32, Number 8, August 2020
- Daniela Pohl, Abdelhamid Bouchachia, Hermann Hellwagner:
Active Online Learning for Social Media Analysis to Support Crisis Management. 1445-1458 - Yuanyuan Zhu, Lu Qin, Jeffrey Xu Yu, Hong Cheng:
Answering Top-$k$ k Graph Similarity Queries in Graph Databases. 1459-1474 - Wen Li, Ying Zhang, Yifang Sun, Wei Wang, Mingjie Li, Wenjie Zhang, Xuemin Lin:
Approximate Nearest Neighbor Search on High Dimensional Data - Experiments, Analyses, and Improvement. 1475-1488 - Joeri Rammelaere, Floris Geerts:
Cleaning Data with Forbidden Itemsets. 1489-1501