Publications : International Journals

2008

1. Zhang M, W Che, G Zhou, A Aw, C L Tan, T Liu and S Li, Semantic role labeling using a grammar-driven convolution tree kernel, IEEE Transactions on Audio, Speech and Language Processing, to appear.
2. Lan M, C L Tan, J Su and Y Lu, Supervised and traditional term weighting methods for automatic text categorization, IEEE Transactions on Pattern Analysis and Machine Intelligence, to appear.
3. Lu S, L Li and C L Tan, Document image retrieval through word shape coding, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.30, no.11, pp.1913-1918, Nov 2008.
4. Yang X, J Su and C L Tan, A twin-candidate model for learning-based anaphora resolution, Computational Linguistics, the Journal of the Association for Computational Linguistics, to appear.
5. Zhang L, Y Zhang and C L Tan, An improved physically-based method for geometrical restoration of distorted document images, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.30, no.4, pp.728-734, April 2008.
6. Lu S and C L Tan, Retrieval of Machine-printed Latin Documents through Word Shape Coding, Pattern Recognition, Vol.41, no.5, pp.1816-1826, May 2008.
   
7. Hu T, C L Tan, Y Tang, S Y Sung, H Xiong and C Qu, Co-clustering bipartite with pattern preservation for topic extraction, International Journal on Artificial Intelligence Tools, Vol. 17, No. 1, pp.87-107, Feb 2008.
8. Lu S and C L Tan,Script and language identification in noisy and degraded document images, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 30, no.1, pp.14-24, Jan 2008.

2007

9. Lu Y, C Xiao and C L Tan, Constructing area voronoi diagram based on direct calculation of the Freeman code of expanded contours, International Journal of Pattern Recognition and Artificial Intelligence, Vol.21, No.5, pp.947-960, 2007.
10. Noriel N B and C L Tan, A look back at the PAKDD data mining competition 2006, International Journal of Data Warehousing & Mining, Vol. 3, No. 2, pp.1-11, April-June 2007.
11. Niu Z, D Ji and C L Tan, Using cluster validation criterion to identify optimal feature subset and cluster number for document clustering, Information Processing and Management, Vol. 43, Issue 3, pp. 730-739, May 2007.
12. Yuan B and C L Tan, Convex hull based skew estimation, Pattern Recognition, Vol 40, pp.456-475.

    2006

13. Chia H W K, C L Tan and S Y Sung, Enhancing knowledge discovery via association-based evolution of neural logic networks, IEEE Transactions on Knowledge and Data Engineering, Vol 18, no. 7, pp.889-901, July 2006.
14. Tan C L, L Zhang, Z Zhang and T Xia, Restoring warped document images through 3D shape modeling, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.28, No.2, pp.195-208, Feb 2006.
15. Zhang Y, T Sim, C L Tan and E Sung, Anatomy-based reconstruction for animation using multi-layer deformation, Journal of Visual Languages and Computing, Vol 17, 126-160, 2006.

    2005

16. Li Y-X, C L Tan and X Ding, A hybrid post-processing system for offline handwritten Chinese script recognition, Pattern Analysis and Applications, Vol. 8, pp.272-286, 2005.
17. Oh D and C L Tan, Making better recommendation with online profiling agents, AI Magazine, Vol.26, No.3, pp.29-39, 2005.
18. Zhang Y, T Sim, C L Tan, Generating personalized anatomy-based 3D facial models from scanned data, Machine Graphics and Vision, Vol.14, No.1, 2005, pp.3-28.
19. Yuan B and C L Tan, Fiducial line based skew estimation, Pattern Recognition, Vol. 38, pp.2333-2350, 2005.

    2004

20. Lu Y and C L Tan, Information retrieval in document image databases, IEEE Transactions on Knowledge and Data Engineering, Vol.16, No.11, pp.1398-1410, November 2004.
21. Li Y X, C L Tan, X Ding and C Liu, Contextual post-processing based on the confusion matrix in offline handwritten Chinese script recognition, Pattern Recognition, Vol.37, no.9, 2004.
22. He J, A-H. Tan and C-L. Tan, Modified ART 2A growing network capable of generating a fixed number of nodes, IEEE Transactions on Neural Networks, vol.15, no. 3, pp.728-737, May 2004.
23. Zhou G D, J Zhang, J Su, D Shen and C L Tan, Recognizing names in biomedical texts: a machine learning approach, Bioinformatics, Vol.20, pp.1178-1190, May 2004.
24. Lu Y and C L Tan, Chinese word searching in imaged documents, International Journal of Pattern Recognition and Artificial Intelligence, Vol.18, no.2, pp.229-246, 2004.
25. Tan C L and Q H Liu, Extraction of newspaper headlines from microfilm for automatic indexing, International Journal on Document Analysis and Recognition, Vol.6, no.3, pp.201-210, March 2004.
26. Zhang J, D Shen, G D Zhou, J Su and C L Tan, Enhancing HMM-based biomdical named entity recognition by studying special phenomena, Journal of Biomedical Informatics, special issue on Natural Language Processing in Biomedicine: Aims, Achievements and Challenge. Vol.37, Issue 6, pp.411-422, December 2004.

    2003

27. Sung S Y, Z Li, C L Tan and P A Ng, Forecasting association rules using existing datasets, IEEE Transactions on Knowledge and Data Engineering, Vol.15, no.6, pp.1448-1459, Nov/Dec 2003.
28. Lu Y and C L Tan, A nearest-neighbor-chain based approach to skew estimation in document images, Pattern Recognition Letters, vol.24, pp.2315-2323, 2003.
29. Fan L, L Fan and C L Tan, Adaptive image-smoothing using a coplanar matrix and its application to document image binarization, International Journal on Document Analysis and Recognition, Vol.5, Issues 2-3, pp.88-101, 2003.
30. Lu Y and C L Tan, Document retrieval from compressed images, Pattern Recognition, Vol. 36, pp.987-996, 2003. (United Kingdom). 
31. He J, A-H Tan, C L Tan, On machine learning methods for Chinese document classification, Applied Intelligence (Special issue on text and web mining) Vol.18, no. 3, 2003. (United States). 
32. Tan C L, W Huang and S Y Sung, Z Yu and Y Xu, Text retreival from document images based on word shape analysis, Applied Intelligence (Special issue on text and web mining) Vol.18, no.3, pp.257-270, 2003. (United States) . 
33. Wang Q, L Li, C L Tan and T Xia, Image enhancement of historical documents using directional wavelet, International Journal of Wavelets, Multiresolution and Information Processing, Vol.1, no.3, pp.291-305, 2003.

2001 - 2002

34. Li Y, X Ding and C L Tan, Combining character-based bigram with word-based bigram in contextual post-processing for handwritten Chinese character recognition, ACM Transactions on Asian Language and Information Processing. 1(14):297-309, 2002.
35. Liu H, F Hussain, C L Tan and M Dash, A systematic study of discretization methods, Journal of Data Mining and Knowledge Discovery, Vol 6, pp.393-423, 2002.
36. Lu Y and C L Tan, Combination of multiple classifiers using probabilisitc dictionary and its application to postcode recognition, Pattern Recognition, Vol.35, pp.2823-2832, 2002. (United Kingdom).
37. Tan C L, R Cao and P Shen, Restoration of archival documents using a wavelet technique, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.24, No.10, pp.1399-1404, Oct 2002.
38. Tan C L, W Huang, Z Yu and Y Xu, Image document text retrieval without OCR, IEEE Transaction on Pattern Analysis and Machine Intelligence, Vol.24, No.6, pp.838-844, Jun 2002.
39. Lu Y, C L Tan, P Shi and K Zhang, Segmentation of handwritten chinese characters from destination addressess of mail pieces, International Journal of Pattern Recognition and Artificial Intelligence, Vol.16, No.1, 2002, pp.85-96 (United States).  
40. Chia, H W K and C L Tan, Neural logic network learning using genetic programming, International Journal of Computational Intelligence and Applications, Vol.1, No.4, pp.357-368, December 2001 Special issue on Neural Networks at IJCAI'01 (United Kingdom). 

1999 - 2000

41. Yao J T, Y Li and C L tan, Option price forecasting using neural networks, Omega, The International Journal of Management Science, Vol. 28 (2000), pp. 455-466 (Netherlands). 
42. Yao J T and C L tan, A case study on using neural networks to perform technical forecasting of Forex, Neurocomputing, Vol.34 (2000), pp.79-98 (Netherlands). 
43. Wee L K A, L C Tong and C L tan, A generic information extraction architecture for financial applications, Expert Systems with Applications, Vol.16 (1999), pp.343-356 (United States).
44. Xu D and C L Tan, Aligning and matching of English-Chinese bilingual texts of CNS news, Machine Translation, Vol. 14, issue 1 (1999), pp.1-33. (United States). 

1998 & Earlier

45. Tan, C L and P O Ng, Text extraction using pyramid, Pattern Recognition, Vol.31, no.1, (1998), pp.63-72, (United States).
46. Yao, J T, C L Tan Y L Li, Forecasting the exchange rate of CHF vs USD using neural networks, Journal of Computational Intelligence in Finance, Vol.5, no.2 (1997), pp.7-13, (United States). 
47. Tan, C L and M Nagao, A statistical method with lexical constraints for aligning Japanese-Chinese parallel texts, Computer Processing of Chinese & Oriental Languages, 10, no.2, (1997):183-193, (United States). 
48. He S, N Abe and C L Tan, A practical structural representation of a segmented image, IEICE Transactions on Information and Systems, E79-D, no.6 (June 1996): 873-880, (Japan). 
49. Tan, C L, T S Quah and H H Teh, An artificial neural network that models human decision making, IEEE Computer, Special Issue on neural computing, March 1996, 64-70, (United States).
50. Tan, C L, C M Pang and W N Martin, Transputer implementation of a multiple agent model for object tracking. Pattern Recognition Letters, Vol.16, No.11 (Nov 1995): 1197-1203. (The Netherlands). 
51. Quah, T S, C L Tan, K S Raman and B S Srinivasan, Towards integrating rule-based expert systems and neural networks.  Decision Support Systems. (The Netherlands), 17, no.2 (May 1996):99-118. 
52. Shimada, T, M Hagiya, M Arita, S Nishizaki and C L Tan, Knowledge-based simulation of regulatory action in lambda phage. International Journal on Artificial Intelligence Tools, 4, 511-523 (1995).
    
53. Quah, T S, C L Tan, B Srinivasan and H H Teh, Utilising neural logic expert system in currency option trading. Expert Systems with Applications : An International Journal, Vol.9, No.2, (1995): 213-222. (United States). 
54. Quah, T S, C L Tan, H H Teh and B Srinivasan, Hedging strategies in international currencies options using neural network expert system. IBS Computing Quarterly, 6, no.2 (Nov 1994): 29-36. (United States). 
55. Chew, L M L, C L Tan and D H Murphy, An object-oriented knowledge base for multi-domain expert systems. Expert Systems with Applications : An International Journal, 8, no.1 (1995): 177-185 (United States). 
56. Tan, C L and M Nagao, Automatic alignment of Japanese - Chinese bilingual texts. IEICE Transactions on Information and Systems, E78-D, no. 1 (Jan 1995): 68-76 (Japan). 
57. Quah, T S, C L Tan, K S Raman, H H Teh and B S Srinivasan, A shell environment for developing connectionist decision support system. Expert Systems, 11, no.3 (1994): 225-236 (United Kingdom). 
58. Liew, B K, K S Mathur, C L Tan, K W Tham, H C Teh, K F Loe and K L Heah, Paradise: An intelligent CAD system architecture. International Journal of Construction Information Technology, 1, no.3 (Autumn 1993): 1-24. (United Kingdom). 
59. Tong, L C, A L K Wee, J Du and C L Tan, Linguistic engineering of grammar rules for practical English-Chinese machine translation. Computer Processing of Chinese & Oriental Languages, Supplementary Issue, 7 (August 1993): 3-16. (United States). 
60. Tan, C L, K K Wei and J Du, Machine translation in an intercultural group decision support system (Chinese). Communications of COLIPS, 3, 2 (June 1993): 49-57. (Singapore). 
61. Tan, C L and S K K Loh, Efficient edge detection using hierarchical structures. Pattern Recognition, 26, no.1 (January 1993): 127-135. (United States). 
62. Wan, Y S, C L Tan, H H Teh and B T Pang, Machine translation for financial news. International Journal of Computer Applications in Technology, 4, no.1 (1991): 53-61. (United Kingdom). 
63. Liew, B K and C L Tan, CAD-based robotic vision. International Journal of Computer Applications in Technology, 4, no.2 (1991): 88-92. (United Kingdom). 
64. Ranai, K, C L Tan and S C Chan, Artificial intelligence research at the National University of Singapore. Artificial Intelligence Review, 4, no.1 (1990): 21-37. (Special Issue from Asia/Pacific Region). 
65. Tan, C L and W N Martin, An analysis of a distributed multiresolution vision system. Pattern Recognition, 22, no.3 (1989): 257-265. (United States). 
66. Tan, C L, C M Pang, Y C Chan and C Starkey, Applications of artificial intelligence in radiation protection. International Journal of Computer Applications in Technology, 2, no.3 (1989): 166-170. (United Kingdom). 
67. Lee, M C, C L Tan and H H Teh, Product of quasi-group graphs as interconnection network topologies. International Journal of High Speed Computing, 1, no.3 (1989): 449-463.
68. Tan, C L and W N Martin, A distributed system for analyzing time varying multi-resolution imagery. Computer Vision, Graphics, and Image Processing, 36 (1986): 162-174. (United States).