IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Knowledge and Data Engineering
ISSNs: 1041-4347
Additional searchable ISSN (Electronic): 1558-2191, 2326-3865
IEEE COMPUTER SOC, United States
Scopus rating (2021): CiteScore 13.1 SJR 2.431 SNIP 3.619
Journal
Research Output
- 2023
A Novel Classifier Ensemble Method Based on Subspace Enhancement for High-Dimensional Data Classification
Xu, Y., Yu, Z., Cao, W. & Chen, C. L. P., Jan 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 1, p. 16-30Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 2- Published
RobustECD: Enhancement of Network Structure for Robust Community Detection
Zhou, J., Chen, Z., Du, M., Chen, L., Yu, S., Chen, G. & Xuan, Q., Jan 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 1, p. 842-856Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- 2022
- Published
Incremental Weighted Ensemble Broad Learning System For Imbalanced Data
Yang, K., Yu, Z., Chen, C. L. P., Cao, W., You, J. & Wong, H., Dec 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 12, p. 5809-5824Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 10 - Online published
Meta Auxiliary Learning for Top-K Recommendation
Li, X., Ma, C., Li, G., Xu, P., Liu, C. H., Yuan, Y. & Wang, G., 18 Nov 2022, (Online published) In: IEEE Transactions on Knowledge and Data Engineering. 14 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Online published
SecSkyline: Fast Privacy-Preserving Skyline Queries Over Encrypted Cloud Databases
Zheng, Y., Wang, W., Wang, S., Jia, X., Huang, H. & Wang, C., 8 Nov 2022, (Online published) In: IEEE Transactions on Knowledge and Data Engineering. 13 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Published
GAN-Based Enhanced Deep Subspace Clustering Networks
Yu, Z., Zhang, Z., Cao, W., Liu, C., Chen, C. L. P. & Wong, H., Jul 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 7, p. 3267-3281Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 5 - Online published
Privacy-Preserving Analytics on Decentralized Social Graphs: The Case of Eigendecomposition
Wang, S., Zheng, Y., Jia, X. & Yi, X., 21 Jun 2022, (Online published) In: IEEE Transactions on Knowledge and Data Engineering.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 - Published
A Graph Neural Network Framework for Social Recommendations
Fan, W., Ma, Y., Li, Q., Wang, J., Cai, G., Tang, J. & Yin, D., 1 May 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 5, p. 2033-2047Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 12 Time-Aware Location Prediction by Convolutional Area-of-Interest Modeling and Memory-Augmented Attentive LSTM
Liu, C. H., Wang, Y., Piao, C., Dai, Z., Yuan, Y., Wang, G. & Wu, D., 1 May 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 5, p. 2472-2484Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 5- Online published
Granularity-aware Area Prototypical Network with Bimargin Loss for Few Shot Relation Classification
Ren, H., Cai, Y., Lau, R. Y. K., Leung, H. & Li, Q., 1 Feb 2022, (Online published) In: IEEE Transactions on Knowledge and Data Engineering. 15 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 - Published
Copula Guided Parallel Gibbs Sampling for Nonparametric and Coherent Topic Discovery
Lin, L., Rao, Y., Xie, H., Lau, R. Y. K., Yin, J., Wang, F. L. & Li, Q., 1 Jan 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 1, p. 219-235Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 2 - 2021
- Online published
ShieldDB: An Encrypted Document Database with Padding Countermeasures
Vo, V., Yuan, X., Sun, S., Liu, J. K., Nepal, S. & Wang, C., 13 Nov 2021, (Online published) In: IEEE Transactions on Knowledge and Data Engineering. 16 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 - Published
Privacy-Preserving Stochastic Gradual Learning
Han, B., Tsang, I. W., Xiao, X., Chen, L., Fung, S. & Yu, C. P., Aug 2021, In: IEEE Transactions on Knowledge and Data Engineering. 33, 8, p. 3129-3140 8949708.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 Adaptive Classifier Ensemble Method Based on Spatial Perception for High-Dimensional Data Classification
Xu, Y., Yu, Z., Cao, W., Chen, C. L. P. & You, J., Jul 2021, In: IEEE Transactions on Knowledge and Data Engineering. 33, 7, p. 2847-2862Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 6- Published
Subgraph Networks With Application to Structural Feature Space Expansion
Xuan, Q., Wang, J., Zhao, M., Yuan, J., Fu, C., Ruan, Z. & Chen, G., Jun 2021, In: IEEE Transactions on Knowledge and Data Engineering. 33, 6, p. 2776-2789 8924759.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 22 - Published
Duration Modeling with Semi-Markov Conditional Random Fields for Keyphrase Extraction
Lu, X. & Chow, T. W. S., Apr 2021, In: IEEE Transactions on Knowledge and Data Engineering. 33, 4, p. 1453-1466 8844794.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 - Published
Influence Analysis in Evolving Networks: A Survey
Yang, Y. & Pei, J., Mar 2021, In: IEEE Transactions on Knowledge and Data Engineering. 33, 3, p. 1045-1063 8798598.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 2 - Published
Target Defense Against Link-Prediction-Based Attacks via Evolutionary Perturbations
Yu, S., Zhao, M., Fu, C., Zheng, J., Huang, H., Shu, X., Xuan, Q., & 1 others , Feb 2021, In: IEEE Transactions on Knowledge and Data Engineering. 33, 2, p. 754-767 8792200.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 14 - 2020
- Published
Cross-Domain Sentiment Encoding through Stochastic Word Embedding
Hao, Y., Mu, T., Hong, R., Wang, M., Liu, X. & Goulermas, J. Y., Oct 2020, In: IEEE Transactions on Knowledge and Data Engineering. 32, 10, p. 1909-1922 8700271.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 20 - Published
Scalable Spectral Clustering for Overlapping Community Detection in Large-Scale Networks
Van Lierde, H., Chow, T. W. S. & Chen, G., Apr 2020, In: IEEE Transactions on Knowledge and Data Engineering. 32, 4, p. 754-767 8607015.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 36