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 11.3

Journal

Journal Metrics

Research Output

  1. 2021
  2. 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 journalpeer-review

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  3. 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. 2847-2862

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
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  4. Online published

    RobustECD: Enhancement of Network Structure for Robust Community Detection

    Zhou, J., Chen, Z., Du, M., Chen, L., Yu, S., Chen, G. & Xuan, Q., 14 Jun 2021, (Online published) In: IEEE Transactions on Knowledge and Data Engineering.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  5. A Novel Classifier Ensemble Method Based on Subspace Enhancement for High-Dimensional Data Classification

    Xu, Y., Yu, Z., Cao, W. & Chen, C. L. P., 8 Jun 2021, (Online published) In: IEEE Transactions on Knowledge and Data Engineering.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  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 journalpeer-review

    Scopus citations: 4
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  7. 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 journalpeer-review

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  8. 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 journalpeer-review

    Scopus citations: 2
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  9. Online published

    Incremental Weighted Ensemble Broad Learning System For Imbalanced Data

    Yang, K., Yu, Z., Chen, C. L. P., Cao, W., You, J. & Wong, H., 23 Feb 2021, (Online published) In: IEEE Transactions on Knowledge and Data Engineering.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
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  10. 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, Chen, G., 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 journalpeer-review

    Scopus citations: 6
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  11. 2020
  12. 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 journalpeer-review

    Scopus citations: 5
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  13. Online published

    GAN-based Enhanced Deep Subspace Clustering Networks

    Yu, Z., Zhang, Z., Cao, W., Liu, C., Chen, C. L. P. & Wong, H., 21 Sep 2020, (Online published) In: IEEE Transactions on Knowledge and Data Engineering.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  14. 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 journalpeer-review

    Scopus citations: 11
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  15. Online 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., 28 Feb 2020, (Online published) In: IEEE Transactions on Knowledge and Data Engineering.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  16. 2019
  17. Published

    Real-Time Data Retrieval in Cyber-Physical Systems with Temporal Validity and Data Availability Constraints

    Fu, C., Liu, Q., Wu, P., Li, M., Xue, C. J., Zhao, Y., Hu, J. & 1 others, Han, S., Sep 2019, In: IEEE Transactions on Knowledge and Data Engineering. 31, 9, p. 1779-1793

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
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  18. Published

    C2Net: A Network-Efficient Approach to Collision Counting LSH Similarity Join

    Li, H., Nutanong, S., Xu, H., Yu, C. & Ha, F., Mar 2019, In: IEEE Transactions on Knowledge and Data Engineering. 31, 3, p. 423-436

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 5
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  19. Published

    A Hardware-Accelerated Solution for Hierarchical Index-Based Merge-Join

    Zhou, Z., Yu, C., Nutanong, S., Cui, Y., Fu, C. & Xue, C. J., Jan 2019, In: IEEE Transactions on Knowledge and Data Engineering. 31, 1, p. 91-104

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 6
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  20. 2018
  21. Published

    Semi-supervised ensemble clustering based on selected constraint projection

    Yu, Z., Luo, P., Liu, J., Wong, H., You, J., Han, G. & Zhang, J., 1 Dec 2018, In: IEEE Transactions on Knowledge and Data Engineering. 30, 12, p. 2394-2407

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 27
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  22. Efficient Detection of Overlapping Communities Using Asymmetric Triangle Cuts

    Rezvani, M., Liang, W., Liu, C. & Yu, J. X., 1 Nov 2018, In: IEEE Transactions on Knowledge and Data Engineering. 30, 11, p. 2093-2105 8315057.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 8
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  23. Published

    Optimizing Quality for Probabilistic Skyline Computation and Probabilistic Similarity Search

    Miao, X., Gao, Y., Zhou, L., Wang, W. & Li, Q., Sep 2018, In: IEEE Transactions on Knowledge and Data Engineering. 30, 9, p. 1741-1755

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 4
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  24. Published

    TaxiRec: Recommending Road Clusters to Taxi Drivers Using Ranking-Based Extreme Learning Machines

    Wang, R., Chow, C., Lyu, Y., Lee, V. C. S., Kwong, S., Li, Y. & Zeng, J., Mar 2018, In: IEEE Transactions on Knowledge and Data Engineering. 30, 3, p. 585-598

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 31
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