A hybrid sampling algorithm combining M-SMOTE and ENN based on Random forest for medical imbalanced data Z Xu, D Shen, T Nie, Y Kou Journal of Biomedical Informatics 107, 103465, 2020 | 277 | 2020 |
A cluster-based oversampling algorithm combining SMOTE and k-means for imbalanced medical data Z Xu, D Shen, T Nie, Y Kou, N Yin, X Han Information Sciences 572, 574-589, 2021 | 171 | 2021 |
Survey on NoSQL for management of big data DR Shen, G Yu, XT Wang, TZ Nie, Y Kou Journal of Software 24 (8), 1786-1803, 2013 | 70 | 2013 |
A synthetic minority oversampling technique based on Gaussian mixture model filtering for imbalanced data classification Z Xu, D Shen, Y Kou, T Nie IEEE Transactions on Neural Networks and Learning Systems 35 (3), 3740-3753, 2022 | 50 | 2022 |
Attentional memory network with correlation-based embedding for time-aware POI recommendation M Shi, D Shen, Y Kou, T Nie, G Yu Knowledge-Based Systems 214, 106747, 2021 | 28 | 2021 |
Self-supervised and interpretable data cleaning with sequence generative adversarial networks J Peng, D Shen, N Tang, T Liu, Y Kou, T Nie, H Cui, G Yu Proceedings of the VLDB Endowment 16 (3), 433-446, 2022 | 19 | 2022 |
An efficient algorithm for distributed outlier detection in large multi-dimensional datasets XT Wang, DR Shen, M Bai, TZ Nie, Y Kou, G Yu Journal of Computer Science and Technology 30 (6), 1233-1248, 2015 | 19 | 2015 |
A throughput driven task scheduler for improving mapreduce performance in job-intensive environments X Wang, D Shen, G Yu, T Nie, Y Kou 2013 IEEE International Congress on Big Data, 211-218, 2013 | 19 | 2013 |
Efficient team formation in social networks based on constrained pattern graph Y Kou, D Shen, Q Snell, D Li, T Nie, G Yu, S Ma 2020 IEEE 36th International Conference on Data Engineering (ICDE), 889-900, 2020 | 18 | 2020 |
Searching overlapping communities for group query J Shan, D Shen, T Nie, Y Kou, G Yu World Wide Web 19, 1179-1202, 2016 | 16 | 2016 |
Query intent disambiguation of keyword-based semantic entity search in dataspaces D Yang, DR Shen, G Yu, Y Kou, TZ Nie Journal of Computer Science and Technology 28 (2), 382-393, 2013 | 16 | 2013 |
Discovering relationships among data resources in dataspace Y Dong, D Shen, T Nie, Y Kou 2009 Sixth Web Information Systems and Applications Conference, 76-81, 2009 | 16 | 2009 |
Resolving heterogeneity of web-service composition in network manufacturing based on ontology D Shen, G Yu, Y Kou, T Nie, Z Zhao International Journal of Computer Integrated Manufacturing 20 (2-3), 222-233, 2007 | 15 | 2007 |
A new shape-based clustering algorithm for time series Y Li, D Shen, T Nie, Y Kou Information Sciences 609, 411-428, 2022 | 14 | 2022 |
Inferring anchor links based on social network structure S Feng, D Shen, T Nie, Y Kou, J He, G Yu IEEE Access 6, 17340-17353, 2018 | 14 | 2018 |
Layered graph data model for data management of dataspace support platform D Yang, D Shen, T Nie, G Yu, Y Kou Web-Age Information Management: 12th International Conference, WAIM 2011 …, 2011 | 13 | 2011 |
SAMES: deadline-constraint scheduling in MapReduce X Wang, D Shen, M Bai, T Nie, Y Kou, G Yu Frontiers of Computer Science 9, 128-141, 2015 | 11 | 2015 |
Web table column type detection using deep learning and probability graph model T Guo, D Shen, T Nie, Y Kou Web Information Systems and Applications: 17th International Conference …, 2020 | 10 | 2020 |
Cluster-based outlier detection using unsupervised extreme learning machines X Wang, D Shen, M Bai, T Nie, Y Kou, G Yu Proceedings of ELM-2015 Volume 1: Theory, Algorithms and Applications (I …, 2016 | 10 | 2016 |
An entity relation extraction model based on semantic pattern matching T Nie, D Shen, Y Kou, G Yu, D Yue 2011 Eighth Web Information Systems and Applications Conference, 7-12, 2011 | 10 | 2011 |