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Research Output 2010 2020

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Article
2020

Clustering social audiences in business information networks

Zheng, Y., Hu, R., Fung, S., Yu, C., Long, G., Guo, T. & Pan, S., Apr 2020, In : Pattern Recognition. 100, 12 p.

Research output: Contribution to journalArticleResearchpeer-review

2019

Adaptive knowledge subgraph ensemble for robust and trustworthy knowledge graph completion

Wan, G., Du, B., Pan, S. & Wu, J., 15 Oct 2019, (Accepted/In press) In : World Wide Web-Internet and Web Information Systems. 20 p.

Research output: Contribution to journalArticleResearchpeer-review

3 Citations (Scopus)

CFOND: consensus factorization for co-clustering networked data

Guo, T., Pan, S., Zhu, X. & Zhang, C., 1 Apr 2019, In : IEEE Transactions on Knowledge and Data Engineering. 31, 4, p. 706-719 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Cost-sensitive parallel learning framework for insurance intelligence operation

Jiang, X., Pan, S., Long, G., Xiong, F., Jiang, J. & Zhang, C., Dec 2019, In : IEEE Transactions on Industrial Electronics. 66, 12, p. 9713-9723 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Identify topic relations in scientific literature using topic modeling

Chen, H., Wang, X., Pan, S. & Xiong, F., 9 Apr 2019, (Accepted/In press) In : IEEE Transactions on Engineering Management. 13 p.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

Measuring distance-based semantic similarity using meronymy and hyponymy relations

Cai, Y., Pan, S., Wang, X., Chen, H., Cai, X. & Zuo, M., 2019, (Accepted/In press) In : Neural Computing and Applications. 14 p.

Research output: Contribution to journalArticleResearchpeer-review

4 Citations (Scopus)

Social recommendation with evolutionary opinion dynamics

Xiong, F., Wang, X., Pan, S., Yang, H., Wang, H. & Zhang, C., 2019, (Accepted/In press) In : IEEE Transactions on Systems, Man, and Cybernetics: Systems. 13 p.

Research output: Contribution to journalArticleResearchpeer-review

6 Citations (Scopus)

Time series feature learning with labeled and unlabeled data

Wang, H., Zhang, Q., Wu, J., Pan, S. & Chen, Y., May 2019, In : Pattern Recognition. 89, p. 55-66 12 p.

Research output: Contribution to journalArticleResearchpeer-review

2018
1 Citation (Scopus)

A hybrid user experience evaluation method for mobile games

Yu, Q., Che, X., Ma, S., Pan, S., Yang, Y., Xing, W. & Wang, X., 31 Jul 2018, In : IEEE Access. 6, p. 49067-49079 13 p., 8423056.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
7 Citations (Scopus)

A three-layered mutually reinforced model for personalized citation recommendation

Cai, X., Han, J., Li, W., Zhang, R., Pan, S. & Yang, L., 12 Apr 2018, In : IEEE Transactions on Neural Networks and Learning Systems. 29, 12, p. 6026-6037 12 p., 8337085.

Research output: Contribution to journalArticleResearchpeer-review

14 Citations (Scopus)

Explore semantic topics and author communities for citation recommendation in bipartite bibliographic network

Dai, T., Zhu, L., Cai, X., Pan, S. & Yuan, S., Aug 2018, In : Journal of Ambient Intelligence and Humanized Computing. 9, 4, p. 957-975 19 p.

Research output: Contribution to journalArticleResearchpeer-review

Hashing for adaptive real-time graph stream classification with concept drifts

Chi, L., Li, B., Zhu, X., Pan, S. & Chen, L., May 2018, In : IEEE Transactions on Cybernetics. 48, 5, p. 1591-1604 14 p.

Research output: Contribution to journalArticleResearchpeer-review

6 Citations (Scopus)

Heterogeneous information network embedding based personalized query-focused astronomy reference paper recommendation

Cai, X., Han, J., Pan, S. & Yang, L., Jan 2018, In : International Journal of Computational Intelligence Systems. 11, 1, p. 591-599 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
2 Citations (Scopus)

Low-rank and sparse matrix factorization for scientific paper recommendation in heterogeneous network

Dai, T., Gao, T., Zhu, L., Cai, X. & Pan, S., 13 Aug 2018, In : IEEE Access. 6, p. 59015-59030 16 p., 8434216.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
11 Citations (Scopus)

Multi-instance learning with discriminative bag mapping

Wu, J., Pan, S., Zhu, X., Zhang, C. & Wu, X., 1 Jun 2018, In : IEEE Transactions on Knowledge and Data Engineering. 30, 6, p. 1065-1080 16 p.

Research output: Contribution to journalArticleResearchpeer-review

22 Citations (Scopus)

Multiple structure-view learning for graph classification

Wu, J., Pan, S., Zhu, X., Zhang, C. & Yu, P. S., Jul 2018, In : IEEE Transactions on Neural Networks and Learning Systems. 29, 7, p. 3236-3251 16 p.

Research output: Contribution to journalArticleResearchpeer-review

2 Citations (Scopus)

Query-oriented citation recommendation based on network correlation

Yang, L., Zheng, Y., Cai, X., Pan, S. & Dai, T., 2018, In : Journal of Intelligent and Fuzzy Systems. 35, 4, p. 4621-4628 9 p.

Research output: Contribution to journalArticleResearchpeer-review

5 Citations (Scopus)

Supervised learning for suicidal ideation detection in online user content

Ji, S., Yu, C. P., Fung, S-F., Pan, S. & Long, G., 2018, In : Complexity. 2018, 10 p., 6157249.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
2017
6 Citations (Scopus)

Boosting for graph classification with universum

Pan, S., Wu, J., Zhu, X., Long, G. & Zhang, C., 2017, In : Knowledge and Information Systems. 50, 1, p. 53-77 25 p.

Research output: Contribution to journalArticleResearchpeer-review

11 Citations (Scopus)

Exploiting attribute correlations: a novel trace lasso-based weakly supervised dictionary learning method

Wu, L., Wang, Y. & Pan, S., Dec 2017, In : IEEE Transactions on Cybernetics. 47, 12, p. 4497-4508 12 p.

Research output: Contribution to journalArticleResearchpeer-review

2 Citations (Scopus)

Multi-document summarization based on sentence cluster using Non-negative Matrix Factorization

Yang, L., Cai, X., Pan, S., Dai, H. & Mu, D., 2017, In : Journal of Intelligent and Fuzzy Systems. 33, 3, p. 1867-1879 13 p.

Research output: Contribution to journalArticleResearchpeer-review

34 Citations (Scopus)

Positive and unlabeled multi-graph learning

Wu, J., Pan, S., Zhu, X., Zhang, C. & Wu, X., Apr 2017, In : IEEE Transactions on Cybernetics. 47, 4, p. 818-829 12 p., 7439802.

Research output: Contribution to journalArticleResearchpeer-review

19 Citations (Scopus)

Task sensitive feature exploration and learning for multitask graph classification

Pan, S., Wu, J., Zhu, X., Long, G. & Zhang, C., Mar 2017, In : IEEE Transactions on Cybernetics. 47, 3, p. 744-758 15 p., 7430282.

Research output: Contribution to journalArticleResearchpeer-review

8 Citations (Scopus)

Towards large-scale social networks with online diffusion provenance detection

Wang, H., Wu, J., Pan, S., Zhang, P. & Chen, L., 26 Feb 2017, In : Computer Networks. 114, p. 154-166 13 p.

Research output: Contribution to journalArticleResearchpeer-review

2016
9 Citations (Scopus)

Classifying networked text data with positive and unlabeled examples

Li, M., Pan, S., Zhang, Y. & Cai, X., 1 Jul 2016, In : Pattern Recognition Letters. 77, p. 1-7 7 p.

Research output: Contribution to journalArticleResearchpeer-review

21 Citations (Scopus)

Joint structure feature exploration and regularization for multi-task graph classification

Pan, S., Wu, J., Zhu, X., Zhang, C. & Yu, P. S., 1 Mar 2016, In : IEEE Transactions on Knowledge and Data Engineering. 28, 3, p. 715-728 14 p., 7302040.

Research output: Contribution to journalArticleResearchpeer-review

11 Citations (Scopus)

Multi-graph-view subgraph mining for graph classification

Wu, J., Hong, Z., Pan, S., Zhu, X., Cai, Z. & Zhang, C., Jul 2016, In : Knowledge and Information Systems. 48, 1, p. 29-54 26 p.

Research output: Contribution to journalArticleResearchpeer-review

30 Citations (Scopus)

SODE: Self-adaptive one-dependence estimators for classification

Wu, J., Pan, S., Zhu, X., Zhang, P. & Zhang, C., Mar 2016, In : Pattern Recognition. 51, p. 358-377 20 p.

Research output: Contribution to journalArticleResearchpeer-review

2015
56 Citations (Scopus)

Boosting for multi-graph classification

Wu, J., Pan, S., Zhu, X. & Cai, Z., Mar 2015, In : IEEE Transactions on Cybernetics. 45, 3, p. 430-443 14 p., 06848779.

Research output: Contribution to journalArticleResearchpeer-review

24 Citations (Scopus)

CogBoost: boosting for fast cost-sensitive graph classification

Pan, S., Wu, J. & Zhu, X., Nov 2015, In : IEEE Transactions on Knowledge and Data Engineering. 27, 11, p. 2933-2946 14 p., 7006795.

Research output: Contribution to journalArticleResearchpeer-review

27 Citations (Scopus)

Finding the best not the most: regularized loss minimization subgraph selection for graph classification

Pan, S., Wu, J., Zhu, X., Long, G. & Zhang, C., Nov 2015, In : Pattern Recognition. 48, 11, p. 3783-3796 14 p.

Research output: Contribution to journalArticleResearchpeer-review

40 Citations (Scopus)

Graph ensemble boosting for imbalanced noisy graph stream classification

Pan, S., Wu, J., Zhu, X. & Zhang, C., May 2015, In : IEEE Transactions on Cybernetics. 45, 5, p. 940-954 15 p., 6884853.

Research output: Contribution to journalArticleResearchpeer-review

3 Citations (Scopus)

Locally weighted learning: how and when does it work in Bayesian networks?

Wu, J., Wu, B., Pan, S., Wang, H. & Cai, Z., Dec 2015, In : International Journal of Computational Intelligence Systems. 8, p. 63-74 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
42 Citations (Scopus)

Self-adaptive attribute weighting for Naive Bayes classification

Wu, J., Pan, S., Zhu, X., Cai, Z., Zhang, P. & Zhang, C., 15 Feb 2015, In : Expert Systems with Applications. 42, 3, p. 1487-1502 16 p.

Research output: Contribution to journalArticleResearchpeer-review

2012
14 Citations (Scopus)

Dynamic classifier ensemble for positive unlabeled text stream classification

Pan, S., Zhang, Y. & Li, X., 1 Nov 2012, In : Knowledge and Information Systems. 33, 2, p. 267-287 21 p.

Research output: Contribution to journalArticleResearchpeer-review