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Research Output 2008 2019

  • 25 Conference Paper
  • 13 Article
  • 1 Chapter (Book)
  • 1 Encyclopaedia / Dictionary Entry
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Article
2019

Leveraging external information in topic modelling

Zhao, H., Du, L., Buntine, W. & Liu, G., 2019, (Accepted/In press) In : Knowledge and Information Systems. p. 1-33 33 p.

Research output: Contribution to journalArticleResearchpeer-review

Representation-based classification methods with enhanced linear reconstruction measures for face recognition

Gou, J., Song, J., Ou, W., Zeng, S., Yuan, Y. & Du, L., Oct 2019, In : Computers and Electrical Engineering. 79, 15 p., 106451.

Research output: Contribution to journalArticleResearchpeer-review

2018

Sparsity and geometry preserving graph embedding for dimensionality reduction

Gou, J., Yi, Z., Zhang, D., Zhan, Y., Shen, X. & Du, L., 29 Nov 2018, In : IEEE Access. 6, p. 75748-75766 19 p., 8552351.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

Two-phase linear reconstruction measure-based classification for face recognition

Gou, J., Xu, Y., Zhang, D., Mao, Q., Du, L. & Zhan, Y., 1 Apr 2018, In : Information Sciences. 433-434, p. 17-36 20 p.

Research output: Contribution to journalArticleResearchpeer-review

2016

Nonparametric Bayesian topic modelling with the hierarchical Pitman–Yor processes

Lim, K. W., Buntine, W., Chen, C. & Du, L., 1 Nov 2016, In : International Journal of Approximate Reasoning. 78, p. 172-191 20 p.

Research output: Contribution to journalArticleResearchpeer-review

2015

Differential topic models

Chen, C., Buntine, W., Ding, N., Xie, L. & Du, L., Feb 2015, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 37, 2, p. 230 - 242 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Improving topic models with latent feature word representations

Nguyen, D. Q., Billingsley, R., Du, L. & Johnson, M., 2015, In : Transactions of the Association for Computational Linguistics. 3, p. 299-314 16 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
2014

Maximum neighborhood margin discriminant projection for classification

Gou, J., Zhan, Y., Wan, M., Shen, X., Chen, J. & Du, L., 2014, In : The Scientific World Journal. 2014, p. 1 - 16 16 p., 186749.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
2012

A local mean-based k-nearest centroid neighbor classifier

Gou, J., Yi, Z., Du, L. & Xiong, T., 2012, In : Computer Journal. 55, 9, p. 1058 - 1071 14 p.

Research output: Contribution to journalArticleResearchpeer-review

A new distance-weighted k-nearest neighbor classifier

Gou, J., Du, L., Zhang, Y. & Xiong, T., 2012, In : Journal of Information and Computational Science. 9, 6, p. 1429 - 1436 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Sequential latent Dirichlet allocation

Du, L., Buntine, W. L., Jin, H. & Chen, C., 2012, In : Knowledge and Information Systems. 31, 3, p. 475 - 503 29 p.

Research output: Contribution to journalArticleResearchpeer-review

Weighted K-nearest centroid neighbor classification

Gou, J., Du, L. & Xiong, T., 2012, In : Journal of Computational Information Systems. 8, 2, p. 851 - 860 10 p.

Research output: Contribution to journalArticleResearchpeer-review

2010

A segmented topic model based on the two-parameter Poisson-Dirichlet process

Du, L., Buntine, W. L. & Jin, H., 2010, In : Machine Learning. 81, 1, p. 5 - 19 15 p.

Research output: Contribution to journalArticleResearchpeer-review