D. Zhou, Y. He and C.K. Kwoh. From Biomedical Literature to Knowledge: Information Extraction for Protein-Protein Interactions, Computational Intelligence in Biology, edited by T.G. Smolinski, M.M. Milanova, and A.-E. Hassanien, Springer-Verlag, 2008.
B.Q. Vuong, Y. He and S.C. Hui. Towards a Web-based Progressive Handwriting Recognition Environment for Mathematical Problem Solving, Expert Systems with Applications, to appear.
Y. He, S.C. Hui, and T.T. Quan. Automatic Summary Assessment for Intelligent Tutoring Systems, Computers & Education, to appear.
Y. He and S.C. Hui. Exploring Ant-Based Algorithms for Gene Expression Data Analysis, Artificial Intelligence in Medicine, to appear.
D. Zhou and Y. He. Discriminative Training of the Hidden Vector State Model for Semantic Parsing, IEEE Transaction for Data and Knowledge Engineering, Vol. 21, No. 1, pp. 66-77, 2009.
B.Q. Vuong, S.C. Hui, and Y. He. Progressive Structural Analysis for Dynamic Recognition of On-Line Handwritten Mathematical Expressions, Pattern Recognition Letters, Vol 29, pp. 647-655, 2008.
D. Zhou and Y. He. Extracting Interactions between Proteins from the Literature, Journal of Biomedical Informatics, Vol. 41, No. 2, pp. 393-407, 2008.
D. Zhou, Y. He, and C.K. Kwoh. Extracting Protein-Protein Interactions from the Literature using the Hidden Vector State Model, International Journal of Bioinformatics Research and Applications, Vol. 4, No. 1, 2008.
S. Lukman, Y. He, and S.C. Hui. Computational Methods for Traditional Chinese Medicine: A Survey, Computer Methods and Programs in Biomedicine, Vol. 88, pp. 283-294, 2007.
D. Zhou, Y. He, and C.K. Kwoh. Semi-Supervised Learning of the Hidden Vector State Model for Extracting Protein-Protein Interactions, Artificial Intelligence in Medicine, Vol. 41, No. 3, pp. 209-222, 2007.
H. Dong, S.C. Hui, and Y. He. Structural Analysis of Chat Messages for Topic Detection. Online Information Review, Vol. 30, No. 5, pp. 496-516, 2006.
Y. He and S.J. Young. Spoken Language Understanding using the Hidden Vector State Model. Speech Communication Special Issue on Spoken Language Understanding for Conversational Systems, Vol. 48, No. 3-4, pp. 262-275, 2006.
Y. He and S.J. Young. Semantic Processing using the Hidden Vector State Model. Computer Speech and Language, Vol. 19, No. 1, pp. 85-106, 2005.
Y. He, S.C. Hui, and A.C.M. Fong. Citation-Based Retrieval for Scholarly Publications. IEEE Intelligent Systems, Vol. 18, No. 2, pp. 58-65, 2003.
Y. He, S.C. Hui, and A.C.M. Fong. Mining a Web Citation Database for Document Clustering. Journal of Applied Artificial Intelligence, Vol. 16, No. 4, pp. 283-302. Apr 2002
Y. He and S.C. Hui. Mining a Web Citation Database for Author Co-Citation Analysis. Information Processing & Management, Vol. 38, No. 4, pp. 491-508, Elsevier Science, 2002.
Y. He and S.C. Hui. PubSearch: A Web Citation-Based Retrieval System. Library Hi Tech, Vol. 19, No. 3, MCB University Press, 2001.
S. Foo, S.C. Hui, S.W. Yip, and Y. He. Approaches for Resolving Dynamic IP Addressing. Internet Research, Vol. 7, No. 3, pp. 208-216, 1997.
S. Moran, Y. He, and K. Liu. An Empirical Framework for Selecting the Best Bayesian Classifier, International Conference on Data Mining and Knowledge Engineering, London, UK, Jul. 2009.
Y. He and C. Lin. Protein-Protein Interactions Classification from Text via Local Learning with Class Priors, 14th International Conference on Applications of Natural Language to Information Systems (NLDB2009), Saabrucken, Germany, Jun. 2009.
Y. He, S.C. Hui, and T.T. Quan. An Ensemble Approach for Semantic Assessment of Summary Writings, International Conference on Computer Engineering and Technology, Singapore, Jan. 2009.
Y. He, K. Nakata, and D. Zhou. Ontology-Based Information Extraction from Literature using the Hidden Vector State Model, Workshop on Semantic Aspects in Data Mining in the IEEE International Conference on Data Mining, Pisa, Italy, Dec. 2008.
D. Zhou and Y. He. A Hybrid Generative/Discriminative Framework to Train a Semantic Parser from an Un-annotated Corpus, The 22nd International Conference on Computational Linguistics (COLING), Manchester, UK, Aug. 2008.
D. Zhou and Y. He. Extracting Protein-Protein Interactions by Discriminative Training of the Hidden Vector State Model, ACL BioNLP Workshop, Columbus, OH, Jun. 2008.
S.C. Hui, Y. He, and H. Dong. Text Mining for Chat Message Analysis. IEEE International Conferences on Cybernetics & Intelligent Systems (CIS) and Robotics, Automation & Mechatronics (RAM), Chengdu, China, Jun. 2008
S.C. Hui, Y. He, and D.T.C. Thach. Machine Learning for Tongue Diagnosis, Sixth International Conferences on Information, Communications and Signal Processing, Singapore, Dec. 2007.
D. Zhou, Y. He, and C.K. Kwoh. Effective Reranking for Extracting Protein-Protein Interactions from Biomedical Literature, International Conference on Bioinformatics, Hong Kong, China, Aug, 2007.
Y. He, S.C. Hui, and H.S. Toh. Ant-Based Association Rule Mining on Gene Expression Data, IAPR Workshop on Pattern Recognition in Bioinformatics, Singapore, Oct. 2007.
D. Zhou, Y. He, C.K. Kwoh, and H.Wang. Ant-MST: an Ant-Based Minimum Spanning Tree for Gene Expression Data Clustering, IAPR Workshop on Pattern Recognition in Bioinformatics, Singapore, Oct. 2007.
D. Zhou, Y. He, and C.K. Kwoh. Training the Hidden Vector State Model from Un-annotated Corpus, International Conference on Computational Science, Advanced Computational Approaches and IT Techniques in Bioinformatics, Beijing, China, May. 2007.
D. Zhou, Y. He, and C.K. Kwoh. Semi-supervised Learning of the Hidden Vector State Model for Protein-Protein Interactions Extraction, IEEE Symposium on Computational Intelligence and Data Mining, Honolulu, Hawaii, Apr. 2007.
D. Zhou, Y. He and C.K. Kwoh. Validating Text Mining Results on Protein-Protein Interactions using Gene Expression Profiles, International Conference on Biomedical and Pharmaceutical Engineering, Singapore, Dec. 2006.
Y. He, S.C. Hui, and Y. Sim. A Novel Ant-Based Clustering Approach for Document Clustering, Asia Information Retrieval Symposium, Singapore, LNCS 4182, Springer 2006, pp. 537-544.
D. Zhou, Y. He, and C. K. Kwoh. An Improved Hidden Vector State Model Approach and its Adaptation in Extracting Protein Interaction Information from Biomedical Literature. International Conference on Computational System Biology, Shanghai, China, July 20-23, 2006.
D. Zhou, Y. He, and C. K. Kwoh. Extracting Protein-Protein Interactions from the Literature using the Hidden Vector State Model. International Workshop on Bioinformatics Research and Applications, Reading, UK, May 28-31, LNCS 3992, Springer 2006, pp. 718-725.
Y. He, T.T. Quan, and S.C. Hui. A Multimodal Restaurant Finder for Semantic Web. IEEE International Conference on Computer Science RIVF2006, Ho Chi Minh City, Vietnam, Feb, 2006.
Y. He, S.C. Hui, and E. M.-K. Lai . Automatic Timetabling using Artificial Immune System. International Conference on Algorithmic Applications in Management, Xi'an, China, LNCS 3521, Springer, 2005, pp. 55-65.
Y. He and S.J. Young. Robustness Issues in a Data-Driven Spoken Language Understanding System. HLT/NAACL Workshop on Spoken Language Understanding for Conversational Systems, Boston, MA, May 7, 2004.
Y. He and S.J. Young. A Data-Driven Spoken Language Understanding System. IEEE Workshop on Automatic Speech Recognition and Understanding, US Virgin Islands, Nov 30-Dec 4, 2003.
Y. He and S.J. Young. Hidden Vector State Model for Hierarchical Semantic Parsing. International Conference on Acoustics, Speech, and Signal Processing, Hong Kong, Apr 6-10, 2003.
Y. He and S.C. Hiu. Mining Citation Database for the Retrieval of Scientific Publications over the WWW. International Conference on Intelligent Information Processing, Beijing, P.R.China, Aug 21-25, 2000.
Y. He. A Statistical Approach to Spoken Language Understanding. PhD Thesis, Engineering Department, Cambridge University, UK, 2004.
Y. He. Mining a Web citation database for the retrieval of scientific publications over the WWW, MEng Thesis, School of Computer Engineering, Nanyang Technological University, Singapore, 2001.