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Associate Research Fellow  |  Chang, Fu  
 
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Publications
 
Journal Articles
 
1. W.-C. Hsu, C.-C. Liu, F. Chang, and S.-S. Chen, "Cancer classification: Mutual information, target network and strategies of therapy," Journal of Clinical Bioinformatics, volume 2, number 16, pages doi:10.1186/2043-9113-2-16, October 2012. :::icon
2. Y.-H. Liu, A. J. T. Lee, and F. Chang, "Object recognition using discriminative parts," Computer Vision and Image Understanding, volume 116, pages 854-867, July 2012. :::icon
3. Z.-E. Yu, C.-C. Kuo, C.-H. Chou, C.-T. Yen, and F. Chang, "A machine learning approach to classify vigilance states in rats," Expert Systems With Applications, volume 38, number 8, pages 10153-10160, August 2011.
4. Fu Chang, Chien-Yang Guo, Xiao-Rong Lin, and Chi-Jen Lu, "Tree decomposition for large-scale SVM Problems," Journal of Machine Learning Research, volume 11, pages 2935−2972, October 2010. :::icon
5. C.-H. Chou, W.-H. Lin, and F. Chang, "A binarization method with learning-built rules for document images produced by cameras," Pattern Recognition, volume 43, number 4, pages 1518-1530, 2010. :::icon
6. F. Chang and C.-H. Chou, "A bi-prototype theory of facial attractiveness," Neural Computation, volume 21, number 3, pages 890-910, March 2009. :::icon
7. C.-C. Wu, C.-H. Chou, and F. Chang, "A machine-learning approach for analyzing document layout structures with two reading orders," Pattern Recognition, volume 41, pages 3200-3213, 2008. :::icon
8. Y.-H. Liu., C.-C. Lin, W.-H. Lin, and F. Chang, "Accelerating Feature-Vector Matching Using Multiple-Tree and Sub-Vector Methods," Pattern Recognition, volume 40, number 9, pages 2392-2399, 2007. :::icon
9. C.-H. Chou, S.-Y. Chu, and F. Chang, "Estimation of Skew Angles for Scanned Documents Based on Piecewise Covering by Parallelograms," Pattern Recognition, volume 40, number 2, pages 443-355, 2007. :::icon
10. Fu Chang, Chin-Chin Lin, and Chi-Jen Lu, "Adaptive prototype learning algorithms: theoretical and experimental studies," Journal of Machine Learning Research, volume 7(Oct), pages pp. 2125-2148, 2006. :::icon
11. C.-H. Chou, C.-C. Lin, Y.-H. Liu, and F. Chang, "A Prototype Classification Method and Its Use in a Hybrid Solution for Multiclass Pattern Recognition," Pattern Recognition, volume 39, number 4, pages 624-634, 2006. :::icon
12. F. Chang and G-C. Chen, C-C. Lin and W-H. Lin, "Caption analysis and recognition for building video indexing systems," ACM Multimedia Systems Journal, volume 10, number 4, pages 344-355, 2005. :::icon
13. F. Chang, S-Y. Chu, and C-Y. Chen, "Chinese document layout analysis using adaptive regrouping strategy," Pattern Recognition, volume 38, pages 261-271, 2005. :::icon
14. F. Chang, C-J. Chen, and C-J. Lu, "A Linear-Time Component-Labeling Algorithm Using Contour Tracing Technique," Computer Vision and Image Understanding, volume 93, number 2, pages 206-220, January 2004. :::icon
15. Fu Chang, Chun-Jen Chen, and Chi-Jen Lu, "A linear-time component-labeling algorithm using contour tracing technique," Computer Vision and Image Understanding, volume 93, number 2, pages 206-220, 2004.
16. F. Chang and J. D. Luo, "Network Catastrophe: A Distributive Model for Collective Phenomena," Mathematical Sociology, volume 26, number 1-2, pages 93-110, May 2002. :::icon
17. F. Chang, "Retrieving Information from Document Images: Problems and Solutions," Intern. J. Document Analysis and Recognition, volume 4, number 1, pages 46-55, 2001, Special Issues on Document Analysis for Office Systems :::icon
18. F. Chang, Y. C. Lu, and T. Pavlidis, "Feature Analysis Using Line Sweep Thinning Algorithm," IEEE Trans. Pattern Analysis and Machine Intelligence, volume 21, number 2, pages 145-158, 1999. :::icon
19. W. L. Hwang and F. Chang, "Character Extraction from Documents Using Wavelet Maxima," Image and Vision Computing, volume 16, pages 307-315, 1998.
20. J. J. W. Chen, R. Wu, P. C. Yang, J. Y. Huang, Y. P. Sher, M. H. Han, W. C. Kao, P. J. Lee, T. R. Chiu, F. Chang, Y. W. Chu, C. W. Wu, and K. Peck, "Profiling Expression Patterns and Isolating Differentially Expressed Genes by cDNA Microarray System with Colorimetry Detection," Genomics, volume 51, pages 313-324, 1998.
21. F. Chang and G. R. Ash, "Transport Network Design of Integrated Networks with Real-Time Dynamic Routing," Network and Systems Management, volume 1, pages 319-335, 1993.
22. F. Chang and G. R. Ash, "Management, Control and Design of Integrated Networks with Real-Time Dynamic Routing," Network and Systems Management, volume 1, pages 237-254, 1993.
23. F. Chang, J.S. Huang and T. R. Jang, "Extracting Strokes of a Chinese Character Based on Cross-Section Sequence Graph," Journal of Information Science and Engineering, volume 8, 1992, 512-524
24. F. Chang, "The Evolution of Science: Theoretic Recombination as a Selection Process, in C. H. Lin and D. Fu (eds)," Philosophy and Conceptual History of Science, volume 141, 1992, Taiwan, Boston Studies in Philosophy of Science, Kluwer Academic Publishers
25. F. Chang, "Routing Sequence Optimization for Circuit-Switched Networks," AT&T Technical Journal, volume 68, number 3, May 1989.
26. F. Chang and T. L. Lai, "Optimal Stopping and Dynamic Allocation," Advances in Applied Probability, volume 19, December 1987.
27. F. Chang and L. Wu, "An Optimal Adaptive Routing Algorithm," IEEE Transactions on Automatic Control, volume AC-31, number 8, August 1986.
 
 
Conference Papers
 
1. Fu Chang, Jeng-Cheng Chen, Chan-Cheng Liu, Chia-Hsiung Liu, Meng-Li Yang, and Ruoh-Rong Yu, "Identifying the critical features that affect the job performance of survey interviewers," The 2011 Conference on Technologies and Applications of Artificial Intelligence, November 2011. :::icon
2. Fu Chang and Chan-Cheng Liu, "Solving large-scale multi-label SVM problems with a tree decomposition approach," The 3rd Asian Conference on Machine Learning, November 2011. :::icon :::icon
3. X.-R. Lin, C.-Y. Guo, and F. Chang, "Classifying Textual Components of Bilingual Documents with Decision-Tree Support Vector Machines," The 11th International Conference on Document Analysis and Recognition, September 2011. :::icon
4. F. Chang, C.-Y. Guo, X.-R. Lin, C.-C. Liu, and C.-J. Lu, "Tree decomposition for large-scale SVM problems," The 2010 Conference on Technologies and Applications of Artificial Intelligence, November 2010. :::icon
5. F. Chang and J.-C. Chen, "An adaptive multiple feature subset method for feature ranking and selection," The 2010 Conference on Technologies and Applications of Artificial Intelligence, November 2010. :::icon
6. C.-H. Chou, W.-H. Lin, and F. Chang, "Learning to binarize document images," The 3rd International Workshop on Camera-Based Document Analysis and Recognition, Barcelona, 2009.
7. F. Chang, "Techniques for Solving the Large-Scale Classification Problem in Chinese Handwriting Recognition," Arabic and Chinese Handwriting Recognition, Lecture Notes in Computer Science, 4768, 2008. :::icon
8. C.-H. Chou, C.-Y. Guo, and F. Chang, "Recognition of Fragmented Characters Using Multiple Feature-Subset Classifiers," Inter. Conf. Document Analysis and Recognition, Brazil, 2007. :::icon
9. C.-H. Chou, B.-H. Kuo, and F. Chang, "The Generalized Condensed Nearest Neighbor Rule as A Data Reduction Method," Intern. Conf. Pattern Recognition, Hong Kong, 2006. :::icon
10. Y.-H. Liu, C.-C. Lin, W.-H. Lin, and F. Chang, "Fast Vector Matching Methods and Their Applications to Handwriting Recognition," Inter. Conf. Document Analysis and Recognition, Seoul, 2005. :::icon
11. C.-Y. Su, A. Lo, C.-C. Lin, F. Chang, and W.-L. Hsu, "A Novel Approach for Prediction of Multi-Labeled Protein Subcellular Localization for Prokaryotic Bacteria," IEEE The Computational Systems Bioinformatics Conference, Stanford,, 2005.
12. C-H. Chou, C-C. Huang, W-H. Lin, and F. Chang, "Learning to Binarize Document Images Using a Decision Cascade," IEEE Intern. Conf. Image Processing, Genova, 2005. :::icon
13. Y.-H. Liu, C.-C. Lin, and F. Chang, "Language Identification of Character Images Using Machine Learning Techniques," Inter. Conf. Document Analysis and Recognition, Seoul, 2005. :::icon
14. F. Chang, C-H. Chou, C-C. Lin, and C-J. Chen, "A Prototype Classification Method and Its Application to Handwritten Character Recognition," IEEE Conf. System, Man, and Cybernetics, volume Session 58, pages 4738-4743, Hague, January 2004. :::icon
15. F. Chang, C-C. Lin, and C-J. Chen, "Applying A Hybrid Method To Handwritten Character Recognition," Intern. Conf. Pattern Recognition 2004 (oral presentation), volume 2, pages 529-532, Cambridge, January 2004. :::icon
16. F. Chang, C-C. Lin, and W-H. Lin, "Learning to Identify Patterns," ICCS/ASCS-2003 Joint International Conference on Cognitive Science, Sydney, January 2003.
17. F. Chang, C-C. Lin, and W-H. Lin, "A Two-Stage Classification Method for Vector Pattern Matching Problems," The 2nd Intern. Conf. on Machine Learning and Cybernetics, Xian, January 2003.
18. Chang and Chun-Jen Chen, "A Component-Labeling Algorithm Using Contour Tracing Technique," Intl Conf on Document Analysis and Recognition, Edinburgh, 2003.
19. S-L. Yeh and F. Chang, "Role of Configurational Structure in Chinese Character Recognition," ICCS/ASCS-2003 Joint International Conference on Cognitive Science, Sydney, 2003.
20. F. Chang, "Document Layout Analysis as Solving Multiple Constraints Problem," Workshop for Document Layout Interpretation and Its Applications, Seattle, 2001. :::icon
21. F. Chang and T. R. Chou, "Problems and Solutions for a Content Capture and Information Retrieval System," 4th IAPR International Workshop on Document Analysis Systems, Rio de Janeiro, Brazil, January 2000.
22. F. Chang, K. H. Liang, T. M. Tan, and W. L. Huang, "Document Image Binarization Using Hadamard Multiresolution Analysis," Inter. Conf. Document Analysis and Recognition, Banglore,, 1999.
23. F. Chang, "A Theory of Consciousness," Mind and language: Collected papers from 1995 international workshop on mind & language, J.-C. Ho, editor, Taipei: Academia Sinica, 1999. :::icon
24. K. H. Liang, F. Chang, and T. M. Tan, "Multiresolution Hadamard Representation and its Applications to Document Image Analysis," Inern. Conf. Multi-modal Interface, Hong Kong,, 1998.
25. J. D. Luo, F. Chang, and Y. S. Yeh, "Less Competition, More Coordination," Academy of Management Meetings, San Diego,, 1998.
26. F. Chang, Y. C. Lu, and T. Pavlidis, "Line Sweep Thinning Algorithm for Feature Analysis," Inter. Conf. Document Analysis and Recognition, Ulm, Germany, January 1997.
27. T. R. Chou, and F. Chang, "Optical Chinese Character Recognition for Low-Quality Document Images," Inter. Conf. Document Analysis and Recognition, Ulm, Germany, January 1997.
28. F. Chang, et al.,, "A Document Analysis and Recognition System," Inter. Conf. Document Analysis and Recognition, Ulm, Germany, 1997.
29. J. D. Luo, and F. Chang, "Markets and Networks - A Dynamic Network Model to Studying Organizational Collective Efficiency," American Sociology Annual Meeting, Toronto, 1997.
30. F. Chang, Y. P. Cheng and Y. S. Huang, "Hierarchical Flexible Matching for Recognition of Chinese Characters," Intl Conf on Document Analysis and Recognition, Montreal, Canada, August 1995.
31. F. Chang, Y. P. Cheng, T. Pavlidis and T. Y. Shuai, "A Line Sweep Thinning Algorithm," Intl Conf on Document Analysis and Recognition, Montreal, Canada, August 1995.
32. F. Chang and Y. P. Cheng, "Graphical Representation of Characters via Decomposition Method," International Conference on Computer Processing of Oriental Languages, Taejon, May 1994.
33. F. Chang, Y. C. Chen, H. S. Don, W. L. Hsu, and C. I. Kao, "Stroke Segmentation as a Basis for Structural Matching of Chinese Characters," Intl Conf on Document Analysis and Recognition, Tsukuba, Japan, October 1993.
34. Fu Chang, Ying-Chu Chen, Hon-Son Don, W. L. Hsu, and Ching-I Kao, "Stroke segmentation as a basis for structural matching of Chinese characters," Intl Conf on Document Analysis and Recognition, IEEE, pages 35-40, October 1993.
35. F. Chang, "The Complexity of Mind," Mind and Cognition, An International Symposium, Taiepi, May 1993.
36. F. Chang, "Order and Chaos," 6th International Conference on Systems Research, Informatics and Cybernetics, Baden-Baden, Germany, August 1992.
37. F. Chang and G. R. Ash, "Robust Traffic Design for Dynamic Routing Networks," Annual Joint Conf IEEE Comp & Comm Soc, Miami, April 1991.
38. F. Chang and L. Wu, "Optimal Adaptive Routing Algorithm for Packet-Switched Networks," IEEE Conf. Communications, Chicago, May 1985.
 
 
Technical Reports
 
1. F. Chang and C.-C. Liu, "Ranking and Selecting Features Using an Adaptive Multiple Feature Subset Method," number TR-IIS-12-005, Institute of Information Science, Academia Sinica 2012. :::icon
2. F. Chang and J.-C. Chen, "An adaptive multiple feature subset method for feature ranking and feature selection," number TR-IIS-09-002, Institute of Information Science, Academia Sinica 2009. :::icon
3. F. Chang, C.-Y. Guo, X.-R. Lin, C.-J. Lu, "Tree decomposition for large-scale SVMs: experimental and theoretical results," number TR-IIS-09-002, Institute of Information Science, Academia Sinica 2009. :::icon
4. Ke-Shiuan Lynn, Chin-Chin Lin, Wen-Harn Pan, and Fu Chang, "An Adaptive Prototype Classification Method with Applications to Genetic Marker Selection," Institute of Information Science, Academia Sinica 2005.
5. F. Chang, Y. C. Lu, and T. Pavlidis, "Line Sweep Thinning Algorithm: A Complete Technical Report," number TR-IIS-97-011, Institute of Information Science, Academia Sinica January 1997.
 
 
Book & Book Chapters
 
1. F. Chang and C.-C. Liu,, chapter "Decision tree as an accelerator for support vector machines," "Character Recognition," Xiaoqing Ding, editor, InTech, ISBN 979-953-307-796-2, November 2012. :::icon
2. 張復,, chapter "圖形辨識的探討," 心與腦, 徐嘉宏, editor, 心理出版社, 1998.
 
 
 
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