Selected Publications:

2011:

  1. Xuan-Hieu Phan, Cam-Tu Nguyen, Dieu-Thu Le, Le-Minh Nguyen, Susumu Horiguchi, and Quang-Thuy Ha. A hidden topic-based framework towards building applications with short Web documents, IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), Vol.23, No.7, pp.961-976, 2011. [PDF]

2010:

  1. Vitali Sintchenko, Stephen Anthony, Xuan-Hieu Phan, Frank Lin, and Enrico Coiera. A PubMed-wide associational study of infectious diseases, PLoS ONE, Vol.5, No.3, 2010. [PDF]
  2. Cam-Tu Nguyen, Natsuda Kaothanthong, Xuan-Hieu Phan, and Takeshi Tokuyama. A feature-word-topic model for image annotation, In Proceedings of the 19th ACM International Conference on Information and Knowledge Management (ACM CIKM), pp.1481-1484, 2010. [PDF]

2009:

  1. Cam-Tu Nguyen, Xuan-Hieu Phan, Susumu Horiguchi, Thu-Trang Nguyen, and Quang-Thuy Ha. Web search clustering and labeling with hidden topics, ACM Transactions on Asian Language Information Processing (ACM TALIP), Vol.8, No.3, 2009. [PDF]

2008:

  1. Xuan-Hieu Phan, Le-Minh Nguyen, and Susumu Horiguchi. Learning to classify short and sparse text & web with hidden topics from large-scale data collections, In Proceedings of the International World Wide Web Conferences (WWW), pp.91-100. [PDF]
  2. Le-Minh Nguyen, Akira Shimazu, Xuan-Hieu Phan, and Phuong-Thai Nguyen. Online structured learning for semantic parsing with synchronous and lambda-synchronous context free grammars, In Proceedings of the International Conference on Tools with Artificial Intelligence (ICTAI), pp.135-142, 2008. [PDF]
  3. Dieu-Thu Le, Cam-Tu Nguyen, Quang-Thuy Ha, Xuan-Hieu Phan, and Susumu Horiguchi. Matching and ranking with hidden topics towards online contextual advertising, In Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence, pp.888-891, 2008. [PDF]

2007:

  1. Xuan-Hieu Phan, Le-Minh Nguyen, Yasushi Inoguchi, and Susumu Horiguchi. High-performance training of conditional random fields for large-scale applications of labeling sequence data, IEICE Transactions, Vol.90-D, No.1, pp.13-21, 2007. [PDF]
  2. Le-Minh Nguyen, Xuan-Hieu Phan, Susumu Horiguchi, and Akira Shimazu. A new sentence reduction technique based on a decision tree model, International Journal on Artificial Intelligence Tools, Vol.16, No.1, pp.129-138, 2007. [PDF]
  3. Le-Minh Nguyen, Akira Shimazu, Phuong-Thai Nguyen, and Xuan-Hieu Phan. A multilingual dependency analysis system using online passive-aggressive learning, In Proceedings of the EMNLP-CoNLL, pp.1149-1155, 2007. [PDF]
  4. Xuan-Hieu Phan, Le-Minh Nguyen, and Susumu Horiguchi. Semantic analysis of entity contexts towards open named entity classification on the Web, In Proceedings of the 10th Conference of the Pacific Association for Computational Linguistics (PACLING), pp.137-144, 2007. [PDF]

2006:

  1. Xuan-Hieu Phan, Le-Minh Nguyen, Yasushi Inoguchi, Tu-Bao Ho, Susumu Horiguchi. Improving discriminative sequential learning by discovering important association of statistics, ACM Transactions on Asian Language Information Processing (ACM TALIP), Vol.5, No.4, pp.413-438, 2006. [PDF]
  2. Xuan-Hieu Phan, Le-Minh Nguyen, Susumu Horiguchi. Personal name resolution crossover documents by a semantics-Based approach, IEICE Transactions, Vol.89-D, No.2, pp.825-836, 2006. [PDF]
  3. Le-Minh Nguyen, Akira Shimazu, and Xuan-Hieu Phan. Semantic parsing with structured SVM ensemble classification models, In Proceedings of the Meeting of the Association for Computational Linguistics (ACL), 2006. [PDF]
  4. Cam-Tu Nguyen, Trung-Kien Nguyen, Xuan-Hieu Phan, Le-Minh Nguyen, and Quang-Thuy Ha. Vietnamese word segmentation with CRFs and SVMs: an investigation, In Proceedings of The 20th Pacific Asia Conference on Language, Information, and Computation (PACLIC), pp.215-222, 2006. [PDF]

2005:

  1. Xuan-Hieu Phan, Susumu Horiguchi, Tu-Bao Ho. Automated data extraction from the web with conditional models, International Journal of Business Intelligence and Data Mining (IJBIDM), Vol.1, No.2, pp.194-209, 2005. [PDF]
  2. Xuan-Hieu Phan, Le-Minh Nguyen, Tu-Bao Ho, Susumu Horiguchi. Improving discriminative sequential learning with rare-but-important associations, In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), pp.304-313, 2005. [PDF]
  3. Xuan-Hieu Phan, Le-Minh Nguyen, Susumu Horiguchi, Tu-Bao Ho, Yasushi Inoguchi. Classification with maximum entropy modeling of predictive association rules, In Proceedings of the European Conference on Machine Learning (ECML), pp.682-689, 2005. [PDF]
  4. Le-Minh Nguyen, Akira Shimazu, Xuan-Hieu Phan. A maximum entropy model for transforming sentences to logical form, In Proceedings of the Australian Conference on Artificial Intelligence, pp.800-804, 2005. [PDF]
  5. Le-Minh Nguyen, Akira Shimazu, and Xuan-Hieu Phan. A structured SVM semantic parser argumented by semantic tagging with conditional random fields, In Proceedings of the 19th Pacific Asia Conference on Language Information and Computation (PACLIC), 2005. [PDF]
  6. Xuan-Hieu Phan, Le-Minh Nguyen, Tu-Bao Ho, Yasushi Inoguchi, and Susumu Horiguchi. Co-training of conditional random fields for segmenting sequence data, Symposium on Data/Text Mining from Large Databases (IFSR), 2005. [PDF]

2004:

  1. Xuan-Hieu Phan, Susumu Horiguchi, and Tu-Bao Ho. PEWeb: product extraction from the Web based on entropy estimation, In Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence, pp.950-953, 2004. [PDF]
  2. Xuan-Hieu Phan, Susumu Horiguchi, and Tu-Bao Ho. Automatic integrating commercial data on the Web using conditional models, In Proceedings of the ECML-PKDD Workshop on Statistical Approaches to Web Mining (SAWM), pp.14-25, 2004. [PDF]