Improving topic models with latent feature word representations DQ Nguyen, R Billingsley, L Du, M Johnson Transactions of the Association for Computational Linguistics 3, 299-313, 2015 | 330 | 2015 |
A New distance-weighted k-nearest neighbor classifier J Gou, L Du, Y Zhang, T Xiong Journal of Information & Computational Science 9 (6), 1429–1436, 2012 | 223 | 2012 |
Topic segmentation with a structured topic model L Du, W Buntine, M Johnson Proceedings of the 2013 conference of the North American chapter of the …, 2013 | 119 | 2013 |
Sequential latent Dirichlet allocation L Du, W Buntine, H Jin, C Chen Knowledge and information systems 31 (3), 475-503, 2012 | 115 | 2012 |
A segmented topic model based on the two-parameter Poisson-Dirichlet process L Du, W Buntine, H Jin Machine learning 81 (1), 5-19, 2010 | 99 | 2010 |
A local mean-based k-nearest centroid neighbor classifier J Gou, Z Yi, L Du, T Xiong The Computer Journal 55 (9), 1058-1071, 2012 | 77 | 2012 |
Sampling table configurations for the hierarchical Poisson-Dirichlet process C Chen, L Du, W Buntine Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011 | 48 | 2011 |
Nonparametric Bayesian topic modelling with the hierarchical Pitman–Yor processes KW Lim, W Buntine, C Chen, L Du International Journal of Approximate Reasoning 78, 172-191, 2016 | 36 | 2016 |
Differential topic models C Chen, W Buntine, N Ding, L Xie, L Du IEEE transactions on pattern analysis and machine intelligence 37 (2), 230-242, 2015 | 36 | 2015 |
MetaLDA: a Topic Model that Efficiently Incorporates Meta information H Zhao, L Du, W Buntine, G Liu ICDM: 2017 IEEE International Conference on Data Mining, 635-644, 2017 | 32 | 2017 |
Two-phase linear reconstruction measure-based classification for face recognition J Gou, Y Xu, D Zhang, Q Mao, L Du, Y Zhan Information Sciences 433, 17-36, 2018 | 30 | 2018 |
A Word Embeddings Informed Focused Topic Model H Zhao, L Du, W Buntine ACML: Asian Conference on Machine Learning, 423-438, 2017 | 28 | 2017 |
Leveraging Node Attributes for Incomplete Relational Data H Zhao, L Du, W Buntine ICML 2017: Proceedings of the 34th International Conference on Machine …, 2017 | 27 | 2017 |
Semantic-aware query processing for activity trajectories H Liu, J Xu, K Zheng, C Liu, L Du, X Wu WSDM 2017: Proceedings of the Tenth ACM International Conference on Web …, 2017 | 25 | 2017 |
Sparsity and geometry preserving graph embedding for dimensionality reduction J Gou, Z Yi, D Zhang, Y Zhan, X Shen, L Du IEEE Access 6, 75748-75766, 2018 | 24 | 2018 |
A latent semantic indexing and WordNet based information retrieval model for digital forensics L Du, H Jin, O De Vel, N Liu 2008 IEEE International Conference on Intelligence and Security Informatics …, 2008 | 22 | 2008 |
Modelling sequential text with an adaptive topic model L Du, W Buntine, H Jin Proceedings of the 2012 Joint Conference on Empirical Methods in Natural …, 2012 | 21 | 2012 |
Dirichlet belief networks for topic structure learning H Zhao, L Du, W Buntine, M Zhou NeurIPS 2018, 2018 | 19 | 2018 |
Data Preparation ZS Abdallah, L Du, GI Webb Encyclopedia of Machine Learning and Data Mining, 1-11, 2016 | 18 | 2016 |
Weighted K-Nearest Centroid Neighbor classification J Gou, L Du, T Xiong Journal of Computational Information Systems 8 (2), 851–860, 2012 | 18 | 2012 |