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Research Fellow  |  Hsu, Chun-Nan  
 
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Publications
 
1. Ming-Huang Chen, Wu-Lung R. Yang, Kuan-Ting Lin, Chia-Hung Liu, Yu-Wen Liu, Kai-Wen Huang, Peter Mu-Hsin Chang, Jin-Mei Lai, Chun-Nan Hsu, Kun-Mao Chao , Cheng-Yan Kao and Chi-Ying F. Huang., "Gene Expression-Based Chemical Genomics Identifies Potential Therapeutic Drugs in Hepatocellular Carcinoma.," PLoS ONE, volume 6, number 11, pages e27186, November 2011, doi:10.1371/journal.pone.0027186
2. Jyh-Ying Peng, Chung-Chih Lin, Yen-Jen Chen, Lung-Sen Kao, Young-Chau Liu, Chung-Chien Chou, Yi-Hung Huang, Fang-Rong Chang, Yang-Chang Wu, Yuh-Show Tsai, Chun-Nan Hsu, "Automatic Morphological Subtyping Reveals New Roles of Caspases in Mitochondrial Dynamics," PLoS Computational Biology, volume 7, number 10, pages e1002212, October 2011, 10.1371/journal.pcbi.1002212
3. Cheng-Ju Kuo, Maurice HT Ling, Chun-Nan Hsu, "Soft tagging of overlapping high confidence gene mention variants for cross-species full-text gene normalization," BMC Bioinformatics, volume 12, number Suppl 8, pages S6, October 2011, Special issue on BioCreative III.
4. Zhiyong Lu, Hung-Yu Kao, Chih-Hsuan Wei, Minlie Huang, Jingchen Liu, Cheng-Ju Kuo, Chun-Nan Hsu, "The gene normalization task in BioCreative III," BMC Bioinformatics, volume 12, number Suppl 8, pages S2, September 2011, Special issue on BioCreative III
5. Chun-Nan Hsu., "Introduction to special issue on large-scale machine learning," ACM Transactions on Intelligent Systems and Technology (TIST), volume 2, number 3, April 2011, doi:10.1145/1961189.1961197
6. Sung-Chou Li, Wen- Ching Chan, Chun-Hung Lai, Kuo-Wang Tsai, Chun-Nan Hsu, Yuh- Shan Jou, Hua-Chien Chen, Chun-Hong Chen and Wen-chang Lin, "UMARS: Un-MAppable Reads Solution," BMC Bioinformatics, volume 12, number Suppl 1, pages S9, February 2011, Selected articles from The Ninth Asia Pacific Bioinformatics Conference (APBC 2011) Inchon, Korea. 11-14 January 2011. doi:10.1186/1471-2105-12-S1-S9
7. Sung-Chou Li,Wen-Ching Chan,Meng-Ru Ho,Kuo-Wang Tsai,Ling-Yueh Hu,Chun-Hung Lai,Chun-Nan Hsu,Pung-Pung Hwang and Wen-chang Lin, "Discovery and characterization of medaka miRNA genes by next generation sequencing platform," BMC Genomics, volume 11, number 4, pages S8, December 2010, doi:10.1186/1471-2164-11-S4-S8
8. Ming-Ying Lan,Chi-Long Chen,Kuan-Ting Lin,Sheng-An Lee,Wu-Lung R. Yang,Chun-Nan Hsu,Jaw-Ching Wu,Ching-Yin Ho,Jin-Ching Lin and Chi-Ying F. Huang, "From NPC therapeutic target identification to potential treatment strategy," Molecular Cancer Therapeutics, volume 9, number 9, pages 2511-2523, August 2010, doi: 10.1158/1535-7163
9. Sung-Chou Li, Wen-Ching Chan, Ling-Yueh Hu, Chun-Hung Lai, Chun-Nan Hsu and Wen-chang Lin, "Identification of homologous microRNAs in 56 animal genomes," Genomics, volume 96, number 1, pages 1-9, July 2010, doi:10.1016/j.ygeno.2010.03.009
10. Yu-Shi Lin, Chung-Chih Lin, Yuh-Show Tsai, Tien-Chuan Ku, Yi-Hung Huang and Chun-Nan Hsu, "A Spectral Graph Theoretic Approach to Quantification and Calibration of Collective Morphological Differences in Cell Images," Bioinformatics, volume 26, pages i29-i37, July 2010, (Proceedings of the 18th ISMB)doi:10.1093/bioinformatics/btq194
11. Loris Nanni, Alessandra Lumini, Yu-Shi Lin, Chun-Nan Hsu and Chung-Chih Lin., "Fusion of systems for automated cell phenotype image classification.," Expert Systems with Applications, volume 37, number 2, pages 1556-1562, March 2010, doi:10.1016/j.eswa.2009.06.062
12. Kuo-Wang Tsai, Wen-Ching Chan, Chun-Nan Hsu and Wen-chang Lin, "Sequence features involved in the mechanism of 3' splice junction wobbling.," BMC Molecular Biology, volume 11, number 34, 2010, doi:10.1186/1471-2199-11-34
13. Wen-Ching Chan* , Po-Huang Liang* , Yan-Ping Shih , Ueng-Cheng Yang , Wen-chang Lin and Chun-Nan Hsu, "Learning to predict expression efficacy of vectors in recombinant protein production.," BMC Bioinformatics, volume 11, number Suppl 1, pages S21, 2010, Supplement for selected articles from the APBC 2010 conference, Bangalore, India. doi:10.1186/1471-2105-11-S1-S21
14. Chun-Nan Hsu, Yu-Ming Chang, Han-Shen Huang and Yuh-Jye Lee., "Periodic step-size adaptation for single-pass on-line learning," Neural Information Processing Systems 22 (NIPS*2009), pages 763—771, December 2009.
15. Chun-Nan Hsu, Han-Shen Huang, Yu-Ming Chang and Yuh-Jye Lee., "Periodic step-size adaptation in second-order gradient descent for single-pass on-line structured learning," Machine Learning, volume 77, number 2-3, pages 195-224, December 2009.
16. Han-Shen Huang, Bo-Hou Yang, Yu-Ming Chang, and Chun-Nan Hsu, "Global and componentwise extrapolations for accelerating training of Bayesian networks and conditional random fields.," Data Mining and Knowledge Discovery, volume 19, number 1, pages 58--94, August 2009.
17. Loris Nanni, Chun-Nan Hsu, Alessandra Lumini, Yu-Shi Lin and Chung-Chih Lin., "Automated cell phenotype image classification combining different methods.," ICML-UAI-COLT 2009 Workshop on Automated Interpretation and Modeling of Cell Images., June 2009, Oral presentation
18. Yu-Shi Lin, Chung-Chih Lin, Yi-Hung Huang and Chun-Nan Hsu., "Quantification and Calibration of Collective Morphological Differences in Cell Images.," ICML-UAI-COLT 2009 Workshop on Automated Interpretation and Modeling of Cell Images., June 2009, Oral presentation by Yu-Shi Lin
19. Yu-Shi Lin, Yi-Hung Huang, Chung-Chih Lin and Chun-Nan Hsu., "Feature Space Transformation for Semi-Supervised Learning for Protein Subcellular Localization in Fluorescence Microscopy Images.," IEEE International Symposium on Biomedical Imaging: From Nano to Macro (IEEE ISBI 2009), pages 414—418, June 2009.
20. Han-Shen Huang, Bo-Hou Yang, Ren-Yuan Lyu and Chun-Nan Hsu., "Accelerating EM by Targeted Aggressive Double Extrapolation," Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2009), pages 1609--1612, April 2009.
21. Cheng-Ju Kuo, Maurice HT Ling, Kuan-Ting Lin and Chun-Nan Hsu., "BIOADI: a machine learning approach to identifying abbreviations and definitions in biological literature.," BMC Bioinformatics, volume 10, number Suppl 15, pages S7, 2009.
22. Yu-Shi Lin, Chung-Chi Lin, Yuh-Show Tsai, Tien-Chuan Ku, Yi-Hung Huang and Chun-Nan Hsu., "Re-weighting Graph Links for Quantifying Difference.," Poster presentation in NIPS*2008 Workshop on Analyzing Graphs, Theory and Practice, Whistler, Canada, December 2008.
23. Dau-Cheng Lyu, Chun-Nan Hsu, Yuang-Chin Chiang, and Ren-Yuan Lyu, "Acoustic Model Optimization for Multilingual Speech Recognition," International Journal of Computational Linguistics and Chinese Language Processing, volume 13, number 3, pages 363-386, September 2008.
24. Alexander A. Morgan, Zhiyong Lu, Xinglong Wang, Aaron A. Cohen, Juliane Fluck, Patrick Ruch, Anna Divoli, Katrin Fundel, Robert Leaman, Jorg Hakenberg, Chenjie Sun, Heng-Fundel, Robert Leaman, Jorg Hakenberg, Chenjie Sun, Heng-hui Liu, Rafael Torres, Michael Krauthammer, William W. Lau, Hongfang Liu, Chun-Nan Hsu, Martijn Schuemie and Lynette Hirschman, "Overview of BioCreative II gene normalization," Genome Biology, volume 9, number 2, pages S3, September 2008.
25. Florian Leitner, Martin Krallinger, Carlos Rodriguez-Penagos, Jorg Hakenberg, Conrad Plake, Cheng-Ju Kuo, Chun-Nan Hsu, and 24 others, "Introducing meta-services for biomedical information extraction," Genome Biology, volume 9, number 2, pages S6, September 2008.
26. Larry Smith, Lorraine K. Tanabe, Rie Johnson nee Ando, Cheng-Ju Juo, I-Fang Chung, Chun-Nan Hsu, Yu-Shi Lin, Roman Klinger, Christoph M. Friedrich, Kuzman Ganchev, Manabu Torii, Hongfang Liu, Barry Haddow, Craig A. Struble, Richard J. Povinelli, Andreas Vlachos, William A. Baumgartner Jr., Lawrence Hunter, Bob Carpenter, Richard Tzong-Han Tsai, Hong-Jie Dai, Feng Liu, Yifei Chen, Chengjie Sun, Sophia Katrenko, Pieter Adriaans, Christian Blaschke, Rafel Torres Perez, Mariana Neves, Preslav Nakov, Anna Divoli, Manuel Mana, Jacinto Mata-Vazquez, and W. John Wilbur, "Overview of BioCreative II Gene Mention Recognition," Genome Biology, volume 9, number 2, pages S2, September 2008.
27. Han-Shen Huang, Yu-Ming Chang and Chun-Nan Hsu., "Componentwise triple jump acceleration for training linear SVM.," Oral Presentation in the Pascal Large Scale Learning Challenge Workshop in the 25th International Conference on Machine Learning (ICML-2008), Helsinki, Finland, July 2008.
28. Chun-Nan Hsu, Yu-Ming Chang, Cheng-Ju Kuo, Yu-Shi Lin, Han-Shen Huang and I-Feng Chung, "Integrating high dimensional bi-directional parsing models for gene mention tagging," International Conference on Intelligent System for Molecular Biology (ISMB), pages i286-i294, July 2008.
29. Dau-Cheng Lyu, Ren-Yuan Lyu, Yuang-chin Chiang and Chun-Nan Hsu, "Cross-Lingual Audio-to-Text Alignment for Multimedia Content Management," Decision Support Systems, volume 45, number 3, pages 554--566, June 2008.
30. Chun-Nan Hsu, Han-Shen Huang, and Yu-Ming Chang., "Periodic stepsize adaptation.," Poster presentation in the Learning Workshop, Snowbird, UT, USA, April 2008.
31. Yu-Ming Chang, Cheng-Ju Kuo, Han-Shen Huang, Yu-Shi Lin and Chun-Nan Hsu., "Analysis and Enhancement of Conditional Random Fields Gene Mention Taggers in BioCreative II Challenge Evaluation.," The 2nd International Symposium on Languages in Biology and Medicine (LBM 2007), pages 4.1--4.14, December 2007.
32. Kuan-Ting Lin, Chia-Hung Liu, Jen-Jie Chiou, Wen-Hsien Tseng, Kuang-Lung Lin, Chun-Nan Hsu., "Gene Name Service : No-Nonsense Alias Resolution Service for Homo Sapiens Genes.," Proceedings, 2007 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology-Workshops (WI-IAT Workshops 2007), Workshop on Bio-Medicine Applications of Web Technologies (BMWT-2007), pages 185-188, November 2007.
33. Han-Shen Huang, Yu-Ming Chang and Chun-Nan Hsu., "Training Conditional Random Fields by Periodic Step Size Adaptation for Large-Scale Text Mining.," Proceedings of the 7th International Conference on Data Mining (ICDM-2007), IEEE Press, pages pp.511-516, Omaha, NE, USA, October 2007.
34. Cheng-Ju Kuo, Yu-Ming Chang, Han-Shen Huang, Kuan-Ting Lin, Bo-Hou Yang, Yu-Shi Lin, Chun-Nan Hsu and I-Fang Chung., "Rich Feature Set, Unification of Bidirectional Parsing and Dictionary Filtering for High F-Score Gene Mention Tagging.," Proceedings of the Second BioCreative Challenge Evaluation Workshop (BioCreative II), pages 105--109, Madrid, Spain, April 2007.
35. Cheng-Ju Kuo, Yu-Ming Chang, Han-Shen Huang, Kuan-Ting Lin, Bo-Hou Yang, Yu-Shi Lin, Chun-Nan Hsu and I-Fang Chung., "Exploring Match Scores to Boost Precision of Gene Normalization.," Proceedings of the Second BioCreative Challenge Evaluation Workshop (BioCreative II), pages 161--163, Madrid, Spain, April 2007.
36. Chun-Nan Hsu, Jin-Mei Lai, Chia-Hung Liu,Huei-Hun Tseng, Chih-Yun Lin, Kuan-Ting Lin, Hsu-Hua Yeh, Ting-Yi Sung, Wen-Lian Hsu, Li-Jen Su, Sheng-An Lee, Chan-Han Chen, Gen-Cher Lee, D.T. Lee, Yow-Ling Shiue, Chang-Wei Yeh, Chao-Hui Chang, Cheng-Yan Kao, Chi-Ying F. Huang, "Detection of the inferred interaction network in hepatocellular carcinoma from EHCO (Encyclopedia of Hepatocellular Carcinoma genes Online)," BMC Bioinformatics, volume 8, number 66, pages 1471-2105, 2007.
37. Han-Shen Huang, Yu-Shi Lin, Kuan-Ting Lin, Cheng-Ju Kuo, Yu-Ming Chang, Bo-Hou Yang, I-Fang Chung and Chun-Nan Hsu., "High-Recall Gene Mention Recognition by Unification of Multiple Backward Parsing Models.," Proceedings of the Second BioCreative Challenge Evaluation Workshop (BioCreative II)., pages 109--111, 2007.
38. Chun-Nan Hsu, Han-Shen Huang, and Yu-Ming Chang., "Efficient Off-line and On-line Algorithms for Training Conditional Random Fields by Approximating Jacobians.," NIPS*2007 Workshop on Efficient Machine Learning, 2007.
39. Chung-Chih Lin, Yuh-Show Tsai, Yu-Shi Lin, Tai-Yu Chiu, Chia-Cheng Hsiung, May-I Lee, Jeremy C. Simpson and Chun-Nan Hsu, "Boosting multiclass learning with repeating codes and weak detectors for protein subcellular localization," Bioinformatics, volume 23, number 24, pages 3374-3381, 2007.
40. Yu-Shi Lin and Chun-Nan Hsu, "Boosting Multiclass Learning with Repeating Codes," Proceedings of the 2006 TAAI Conference on Artificial Intelligence and Applications, number 591—598, December 2006.
41. Chun-Nan Hsu, Bo-Hou Yang and Han-Shen Huang, "Global and Componentwise Extrapolation for Accelerating Data Mining from Large Incomplete Data Sets with the EM Algorithm," Proceedings of the 2006 IEEE International Conference on Data Mining (ICDM-2006), IEEE Press, pages 265--274, IEEE Computer Society, December 2006, Regular Paper
42. Hsiang-Yu Yuan, Jen-Jie Chiou, Wen-Hsien Tseng, Chia-Hung Liu, Chuan-Kun Liu,Yi-Jung Lin, Hui-Hung Wang, Adam Yao, Yuan-Tsong Chen and Chun-Nan Hsu, "FASTSNP: an always up-to-date and extendable service for SNP function analysis and prioritization," Nucleic Acids Research, volume 34, number Web Server Issue, pages W635 -- W641, July 2006.
43. Dau-Cheng Lyu, Ren-Yuan Lyu, Yuang-chin Chiang and Chun-Nan Hsu, "Speech Recognition on Code-Switching Among the Chinese Dialects," Proceedings of 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006), IEEE Press, IEEE Signal Processing Society, May 2006.
44. Han-Shen Huang, Bo-Hou Yang and Chun-Nan Hsu, "Triple-Jump Acceleration for the EM Algorithm," In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM-2005), Houston,TX, USA, November 2005.
45. Dau-Cheng Lyu, Ren-Yuan Lyu, Yuang-chin Chiang and Chun-Nan Hsu, "Modeling Pronounciation Variation for Bi-Lingual Mandarin/Taiwanese Speech Recognition.," International Journal of Computational Linguistics and Chinese Language Processing, volume 10, number 3, pages 363-380, September 2005.
46. Koung-Lung Lin, Jane Yung-jen Hsu, Han-Shen Huang, and Chun-Nan Hsu., "A Recommender for Targeted Advertisement of Unsought Products in E-Commerce," In Proceedings of the Seventh International IEEE Conference on E-Commerce Technology 2005, Munich, Germany, July 2005.
47. Han-Shen Huang, Koung-Lung Lin, Jane Yung-jen Hsu, Chun-Nan Hsu., "Item-Triggered Recommendation for Identifying Potential Customers of Cold Sellers in Supermarkets," A Workshop on the Next Stage of Recommender Systems Research, in conjunction with the 2005 International Conference on Intelligent User Interfaces (IUI 2005), San Diego, CA, USA, January 2005.
48. Chun-Nan Hsu, Chia-Hui Chang, Chang-Huain Hsieh, Jiann-Jyh Lu and Chien-Chi Chang, "Reconfigurable Web wrapper agents for biological information integration.," Journal of the American Society for Information Science and Technology, volume 56, number 5, pages 505-517, 2005, Special Issue on Bioinformatics
49. Dau-Cheng Lyu, Ren-Yuan Lyu, Yuang-chin Chiang and Chun-Nan Hsu, "A Bi-lingual TV News-to-Document Indexing System," In Proceedings TAAI Conference on Artificial Intelligence and Applications (TAAI2005), National Kaohsiung University, Kaohsiung, Taiwan. 2005. 台灣高雄大學., 2005.
50. Chun-Nan Hsu, Hao-Hsiang Chung and Han-Shen Huang, "Mining sparse and skewed transaction data for personalized shopping recommendation.," Machine Learning, volume 57, number 1-2, pages 35-59, November 2004, Special Issue on Data Mining Lessons Learned
51. Ren-Yuan Lyu, Dau-Cheng Lyu, Min-Siong Liang, Min-Hong Wang, Yuang-Chin Chiang, Chun-Nan Hsu, "A Unified Framework for Large Vocabulary Speech Recognition of Mutually Unintelligible Chinese“Regionalects.”," In Proceedings of the 8th International Conference on Spoken Language Processing (ICSLP2004),, Jeju Island, Korea, October 2004.
52. Chun-Nan Hsu and Hung-Ju Huang and Tzu-Tsung Wong, "Implications of the Dirichlet Assumption for Discretization of Continuous Variables in Naive Bayesian Classifiers," Machine Learning, volume 53, number 3, pages 235-263, December 2003.
53. Chun-Nan Hsu, Hao-Hsiang Chung and Han-Shen Huang, "The Hybrid Poisson Aspect Model for Personalized Shopping Recommendation," In Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM-2003), Melbourne, FL, USA, November 2003.
54. Chia-Hui Chang, Harianto Siek, Jiann-Jyh Lu, Jen-Jie Chiou and Chun-Nan Hsu, "Reconfigurable Web wrapper agents," IEEE Intelligent Systems, volume 18, number 5, pages 34-40, September 2003, Special Issue on Web Information Integration
55. Chia-Hui Chang, Chun-Nan Hsu and Shao-Cheng Lui., "Automatic Information Extraction from Semi-Structured Web Pages by Pattern Discovery," Decision Support Systems, volume 35, number 1, pages 129-147, January 2003, Special Issue on Web Retrieval and Mining
56. Chun-Nan Hsu and Hau-Chung Yu and Bo-Hou Yang., "Speaker Verification without Background Speaker Models," In Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2003), Hong Kong, China, 2003.
57. Chun-Nan Hsu, Chia-Hui Chang, Harianto Siek, Jiann-Jyh Lu and Jen-Jie Chiou, "Reconfigurable Web Wrapper Agents for Web Information Integration," In Proceedings of IJCAI-2003 Workshop on Information Integration on the Web, Menlo Park, CA, 2003.
58. Jiann-Jyh Lu and Chun-Nan Hsu, "Query Answering Using Ontologies in Agent-based Resource Sharing Environment for Biological Web Information Integration," In Proceedings of IJCAI-2003 Workshop on Information Integration on the Web, Menlo Park, CA, 2003.
59. Dau-Cheng Lyu, Min-Siong Liang, Yuang-Chin Chiang, Chun-Nan Hsu, and Ren-Yuan Lyu., "Large Vocabulary Taiwanese (Min-nan) Speech Recognition Using Tone Features and Statistical Pronunciation Modeling.," European Conf on Speech Communication and Technology, Geneva, Switzerland, 2003.
60. Euna Jeong and Chun-Nan Hsu, "View Inference for Heterogeneous XML Information Integration," Intelligent Information Systems, volume 20, number 1, pages 81-99, 2003, Special Issue on Web Intelligence
61. Chun-Nan Hsu, Hung-Ju Huang and Dietrich Schuschel, "The ANNIGMA-wrapper approach to Fast Feature Selection for Neural Nets," IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, volume 32, number 2, pages 207-212, April 2002.
62. Hung-Ju Huang and Chun-Nan Hsu, "Bayesian Classification for Data from the Same Unknown Class," IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, volume 32, number 2, pages 137-145, April 2002.
63. Hung-Ju Huang and Chun-Nan Hsu, "Recognizing 100 Speakers using Homologous Naive Bayes," the Seventh Pacific Rim International Conference on Artificial Intelligent (PRICAI 2002), Tokyo, Japan., 2002.
64. Dau-Cheng Lyu and Bo-Hou Yang and Min-Siong Liang and Ren-Yuan Lyu and Chun-Nan Hsu, "Speaker Independent Acoustic Modeling for Large Vocabulary Bi-lingual Taiwanese/Mandarin Continuous Speech Recognition," the Ninth Australian International Conference on Speech Science and Technology (SST 2002), Melbourne, Australia, 2002.
65. Euna Jeong and Chun-Nan Hsu., "Induction of Integrated View for XML Data with Heterogeneous DTDs.," the 10th International Conference on Information and Knowledge Management (CIKM2001), Atlanta, GA, USA, 2001.
66. Han-Shen Huang and Chun-Nan Hsu, "Smoothing of Recommenders' Ratings for Collaborative Filtering," 2001 TAAI Conference on Artificial Intelligence and Applications (TAAI2001), National SunYet-Sen University, Kauhsiong, Taiwan. 台灣高雄中山大學, 2001.
67. Euna Jeong and Chun-Nan Hsu, "Integration and Reuse of Heterogeneous XML DTDs for Information Agents," the 2001 International Conference on Intelligent Agent Technology (IAT2001), Maebashi City, Gunma, Japan., 2001.
68. Chun-Nan Hsu and Craig A. Knoblock, "Semantic Query Optimization for Query Plans of Heterogeneous Multi-Database Systems," IEEE Transactions on Knowledge and Data Engineering, volume 12, number 6, November 2000.
69. Chun-Nan Hsu, Hung-Ju Huang and Tzu-Tsung Wong, "Why Discretization Works for Naive Bayesian Classifiers," the 17th International Conference on Machine Learning (ICML-2000), pages 399-406, Stanford, CA, USA, 2000.
70. Hung-Ju Huang and Chun-Nan Hsu, "Bayesian Classification for Set and Interval Data.," 2000 International Computer Symposium (ICS2000), National Chung Cheng University, ChiaYi, Taiwan. 台灣嘉義中正大學, 2000.
71. Chia-Hui Chang and Chun-Nan Hsu, "Automatic Extraction of Information Blocks Using PAT Trees," 1999 National Computer Symposium (NCS1999), Tamkang University, Tamsui, Taiwan. 全國計算機會議,台灣淡水淡江大學, 1999.
72. Chun-Nan Hsu and Chien-Chi Chang, "Finite-State Transducers for Semi-Structured Text Mining," IJCAI-99 Workshop on Text Mining: Foundations, Techniques and Applications, pages 38-49, Stockholm, Sweden, 1999.
73. Chun-Nan Hsu and Ming-Tzung Dung, "Wrapping semistructured web pages with finite-state transducers," Working Note of the Conference on Automated Learning and Discovery, Workshop on Learning from Text and the Web, Pittsburg, PA, 1998, Center for Automated Learning and Discovery, Carnegie Mellon University
74. Chun-Nan Hsu and Ming-Tzung Dung, "Generating finite-state transducers for semistructured data extraction from the web," Information Systems, volume 23, number 8, pages 521-538, 1998, Special Issue on Semistructured Data
75. Chun-Nan Hsu and Craig A. Knoblock, "Discovering robust knowledge from databases that change," Data Mining and Knowledge Discovery, volume 2, number 1, pages 69-95, 1998.
76. Dietrich H. Schuschel and Chun-Nan Hsu., "A weight analysis-based wrapper approach to neural nets feature selection," the 10th IEEE International Conference on Tools with AI, Taipei, Taiwan, 1998.
77. Chun-Nan Hsu, "Initial results on wrapping semistructured web pages with finite-state transducers and contextual rules.," AAAI-98 Workshop on AI and Information Integration, Technical Report WS-98-01, Menlo Park, CA, 1998.
78. Chun-Nan Hsu., "Learning effective and robust knowledge for semantic query optimization," the Americas Conference on Information Systems, Indianapolis, IN, 1997, The Associations of Information Systems
79. Chun-Nan Hsu, "Tradeoff in rule induction for semantic query optimization," AAAI-97 Workshop on Building Recource-Bounded Reasoning Systems, Menlo Park, CA, 1997, AAAI Press, Technical Report WS-97-06
80. Chun-Nan Hsu and Craig A. Knoblock, "Using inductive learning to generate rules for semantic query optimization," Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth and and Ramasamy Uthurus, editors, Advances in Knowledge Discovery and Data Mining, 1996, chapter 17. AAAI Press/MIT Press
81. Yigal Arens, Craig A. Knoblock, and Chun-Nan Hsu, "Query processing in the SIMS information mediator," Austin Tate, editor, Advanced Planning Technology, Menlo Park, CA,, 1996, The AAAI Press
82. Chun-Nan Hsu, "Learning Effective and Robust Knowledge for Semantic Query Optimization," PhD thesis and Department of Computer Science, editors, Available as USC/ISI Technical Report RR-96-451, or ftp://ftp.isi.edu/isi-pubs/rr-96-451.ps.Z., University of Southern California, 1996.
83. Chun-Nan Hsu and Craig A. Knoblock, "Discovering robust knowledge from dynamic closed-world data," the 13th AAAI Conference on Artificial Intelligence (AAAI-96), Menlo Park, CA, 1996, AAAI Press
84. Chun-Nan Hsu and Craig A. Knoblock, "Estimating the robustness of discovered knowledge," the 1st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-95), Menlo Park, CA, 1995, AAAI Press
85. Chun-Nan Hsu and Craig A. Knoblock, "Rule induction for semantic query optimization," Machine Learning, Proceedings of the 11th International Conference (ML-94), San Mateo, CA, 1994, Morgan Kaufmann
86. Craig A. Knoblock, Yigal Arens, and Chun-Nan Hsu, "Cooperating agents for information retrieval," the Second International Conference on Intelligent and Cooperative Information Systems (Coopis-94), Toronto, Ontario, Canada, 1994.
87. Yigal Arens, Chin Chee, Chun-Nan Hsu, Hoh In, and Craig Knoblock, "Query processing in an information mediator," the ARPA Planning Initiative Meeting, Tucson, AZ,, 1994.
88. Chun-Nan Hsu and Craig A. Knoblock, "Reformulating query plans for multidatabase systems," International Conference on Information and Knowledge Management (CIKM-93), Washington, D.C., 1993.
89. Yigal Arens, Chin Y. Chee, Chun-Nan Hsu, and Craig A. Knoblock, "Retrieving and integrating data from multiple information sources," International Journal of Intelligent and Cooperative Information Systems, volume 2, number 2, pages 127-158, 1993.
90. Chun-Nan Hsu and Craig A. Knoblock, "Learning database abstractions for query reformulation," KDD-93, AAAI-93 Workshop on Knowledge Discovery in Databases, Gregory Piatetsky-Shapiro, editor, Washington, D.C.,, 1993.
 
 
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