http://www.iis.sinica.edu.tw/~chunnan/FIGURES/wild.GIF

Chun-Nan's Publications

      的著作 

 

 

This Web page is retired and will no longer be updated.

Please visit my new Web pages:

http://isi.edu/integration/people/chunnan or

http://www.iis.sinica.edu.tw/pages/chunnan/index_en.html

For copies of my new papers, please visit

http://aiia.iis.sinica.edu.tw/index.php?option=com_docman&task=cat_view&gid=39&Itemid=41

Thank you and adios!!!!


Note: All articles linked from this Web page are pre-press versions.
Please check with the publishers for authenticated versions.

Journal Papers

Books & Book Chapters

Conference Workshop Papers

(A) Refereed Journal Articles

 

Lin et al. 2010 http://www.iis.sinica.edu.tw/~chunnan/ICONS/new.gif

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, 26(12):i29-i37. July 2010 (Proceedings of the 18th ISMB). doi:10.1093/bioinformatics/btq194 [Online Version]

 

Li et al. 2010 http://www.iis.sinica.edu.tw/~chunnan/ICONS/new.gif

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, In Press. March 2010. doi:10.1016/j.ygeno.2010.03.009 [Online Version]

 

Tsai et al. 2010 http://www.iis.sinica.edu.tw/~chunnan/ICONS/new.gif

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 11:34. 2010. doi:10.1186/1471-2199-11-34 [Online Version]

 

Nanni et al. 2010 http://www.iis.sinica.edu.tw/~chunnan/ICONS/new.gif

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 37(2):1556—1562. March 2010. doi:10.1016/j.eswa.2009.06.062 [Online Version]

 

Chan et al. 2010 http://www.iis.sinica.edu.tw/~chunnan/ICONS/new.gif

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 11(Suppl 1):S21, January 2010. Supplement for selected articles from the APBC 2010 conference, Bangalore, India. doi:10.1186/1471-2105-11-S1-S21[Online Version]

 

Hsu et al. 2009

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 77(2-3):195—224, December 2009. Special Issue on Structured Prediction. doi:10.1007/s10994-009-5142-6 [Online Version]

 

Kuo et al. 2009

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 10(Suppl 15):S7, December 2009. Supplement for selected articles from the InCoB 2009 conference, Singapore. doi:10.1186/1471-2105-10-S15-S7[Online Version]

 

Huang et al. 2009

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
19(1):58—94 , August 2009 [Online Version].
Early draft as IIS Tech Report [TR-07-013]

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgLyu et al. 2008 

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, 13(3):363—386, September, 2008 [Online Version]

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgSmith et al. 2008 

Larry Smith, Lorraine K Tanabe, Rie Johnson nee Ando, Cheng-Ju Kuo, I-Fang Chung, Chun-Nan Hsu, Yu-Shi Lin, and 27 other co-authors.
Overview of BioCreative II gene mention recognition.
Genome Biology
, 9(Suppl 2):S2, September 1, 2008 (Proceedings of the BioCreative II - Critical Assessment for Information Extraction in Biology Challenge). [Online Version] [Project Website]

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgMorgan et al. 2008 

Alexander A Morgan, 15 other co-authors , Chun-Nan Hsu, Martijn Schuemie, K Bretonnel Cohen and Lynette Hirschman.
Overview of BioCreative II gene normalization.
Genome Biology
, 9(Suppl 2):S3, September 1, 2008 (Proceedings of the BioCreative II - Critical Assessment for Information Extraction in Biology Challenge). [Online Version]

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgLeitner et al. 2008 

Florian Leitner, Martin Krallinger, Carlos Rodriguez-Penagos, Jφrg Hakenberg, Conrad Plake, Cheng-Ju Kuo, Chun-Nan Hsu, and 25 other co-authors.
Introducing meta-services for biomedical information extraction.
Genome Biology
, 9(Suppl 2):S6, September 1, 2008 (Proceedings of the BioCreative II - Critical Assessment for Information Extraction in Biology Challenge). [Online Version] [Project Website]

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgHsu et al. 2008 

Chun-Nan Hsu, Yu-Ming Chang, Cheng-Ju Kuo, Yu-Shi Lin, Han-Shen Huang and I-Fang Chung.
Integrating high dimensional bi-directional parsing models for gene mention tagging.
Bioinformatics
, 24(13):i286—i294, 2008 (Proceedings of the 16th International Conference on Intelligent Systems for Molecular Biology ISMB 2008). [Online Version] [Project Website]

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgLyu et al. 2008 

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
, 45(3):554—566, Special Issue on Multilingual Knowledge Management, 2008. [Online Version]

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgLin et al. 2007 

Chung-Chih Lin, Yuh-Show Tsai, Yu-Shi Lin, Tai-Yu Chiu, Chia-Cheng Hsiung, May-I Lee, Jeremy C. Simpson, Chun-Nan Hsu.
Boosting Multiclass Learning with Repeating Codes and Weak Detectors for Protein Subcellular Localization.
Bioinformatics
, 23(24):3374—3381, 2007. [Online Version]

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgHsu et al. 2007 

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
, 8(66):1471—2105, 2007. [Online Version]

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgYuan et al. 2006 

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
, 34 (Web Server issue): W635—W641, 2006. [Online Version]

 

Lyu et al. 2005a

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, 10(3):363—380, September 2005.

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgHsu, Chang, Hsieh, Lu and Chang 2005

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
, 56(5):505—517, Special Issue on Bioinformatics, 2005. [Online Version]

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgHsu, Chung and Huang 2004

Chun-Nan Hsu, Hao-Hsiang Chung and Han-Shen Huang.
Mining sparse and skewed transaction data for personalized shopping recommendation.
Machine Learning, 57(1-2):35—59, Special Issue on Data Mining Lessons Learned, October-November, 2004.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgHsu, Huang and Wong 2003 

Chun-Nan Hsu, Hung-Ju Huang and Tzu-Tsung Wong.
Implications of the Dirichlet assumption for discretization of continuous variables in naive Bayesian classifiers.
Machine Learning, 53(3):235—263, December, 2003.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgChang, Siek, Lu, Chiou and Hsu 2003 

Chia-Hui Chang, Harianto Siek, Jiann-Jyh Lu, Jen-Jie Chiou and Chun-Nan Hsu.
Reconfigurable Web wrapper agents.
IEEE Intelligent Systems, 18(5):34—40, Special Issue on Web Information Integration, September/October 2003.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpg Chang, Hsu and Lui 2003 

Chia-Hui Chang, Chun-Nan Hsu and Shao-Cheng Lui.
Automatic information extraction from semi-structured Web pages by Pattern Discovery.
Decision Support Systems, 35(1):129—147, Special Issue on Web Retrieval and Mining, April, 2003.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpg Jeong and Hsu 2003 

Euna Jeong and Chun-Nan Hsu.
View inference for heterogeneous XML information integration.
Journal of Intelligent Information Systems, 20(1):81—99, Special Issue on Web Intelligence, January, 2003.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpg Huang and Hsu 2002

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, 32(2):137—145, APRIL  2002.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpg Hsu, Huang and Schuschel 2002

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, 32(2):207—212, APRIL 2002.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpg Hsu and Knoblock2000

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, 12(6):959—978, NOVEMBER/DECEMBER 2000.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpg Hsu and Knoblock1998

Chun-Nan Hsu and Craig A. Knoblock.
Discovering robust knowledge from databases that change.
Data Mining and Knowledge Discovery, 2(1):69—95, 1998.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpg Hsu and Dung1998a

Chun-Nan Hsu and Ming-Tzung Dung.
Generating finite-state transducers for semistructured data extraction from the web.
Information Systems, 23(8):521—538, Special Issue on Semistructured Data, December 1998.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpg Arens et al. 1993

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, 2(2):127—158, June 1993.

(B) Books and Book Chapters

Chang and Hsu 2005.

Chia-Hui Chang and Chun-Nan Hsu.
Learning Information Extraction for Web Data Mining
In John Wang, editor, Encyclopedia of Data Warehousing and Mining.
Idea Group Publishing, Hershey, PA, 2005.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpg Arens et al. 1996

Yigal Arens, Chun-Nan Hsu, and Craig A. Knoblock.
Query processing in the SIMS information mediator.
In Austin Tate, editor, Advanced Planning Technology. The AAAI Press, Menlo Park, CA, 1996. Also appearing in Michael N. Huhns and Munindar P. Singh, editors, Readings in Agents, Section 2.2, page 82—90, Morgan Kaufmann, San Francisco, CA, USA, 1998.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpg Hsu and Knoblock1996b

Chun-Nan Hsu and Craig A. Knoblock.
Using inductive learning to generate rules for semantic query optimization.
In Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth, and Ramasamy Uthurusamy, editors, Advances in Knowledge Discovery and Data Mining, chapter 17. AAAI Press/MIT Press, 1996.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpg Hsu1996

Chun-Nan Hsu.
Learning Effective and Robust Knowledge for Semantic Query Optimization.
PhD thesis, Department of Computer Science, University of Southern California, 1996.
Available as USC/ISI Technical Report RR-96-451, or ftp://ftp.isi.edu/isi-pubs/rr-96-451.ps.Z.

(C) Refereed Conference Papers

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgHsu et al. 2009 http://www.iis.sinica.edu.tw/~chunnan/ICONS/new.gif

Chun-Nan Hsu, Yu-Ming Chang, Han-Shen Huang and Yuh-Jye Lee.
Periodic Step-Size Adaptation for Single Pass On-line Learning.
In Y. Bengio, D. Schuurmans, J. Lafferty, C. K. I. Williams and A. Culotta, editors, Advances in Neural Information Processing Systems 22 (NIPS*2009), pp.763—771, Vancouver, Canada, December 7-10, 2009.

 

Lin et al. 2009http://www.iis.sinica.edu.tw/~chunnan/ICONS/new.gif 

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.
In Proceedings of 2009 IEEE International
Symposium on Biomedical Imaging: From Nano to Macro (IEEE ISBI 2009), pp. 414—418, Boston, MA, USA. June 28-July 1, 2009.

 

Huang et al. 2009http://www.iis.sinica.edu.tw/~chunnan/ICONS/new.gif 

Han-Shen Huang, Bo-Hou Yang, Ren-Yuan Lyu and Chun-Nan Hsu.
Accelerating EM by Targeted Aggressive Double Extrapolation.
In Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (IEEE ICASSP 2009), pp. 1609—1602, Taipei, Taiwan, April 19-24, 2009.

 

Lin et al. 2008

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 12-13, 2008.

 

Huang et al. 2008

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 9, 2008.

 

Chang et al. 2007 

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.
Presented in The 2nd International Symposium on Languages in Biology and Medicine (LBM 2007) (Short Paper), 4.1—4.14, Singapore, December 6-7, 2007. [On-line Proceedings Version]

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgHsu et al. 2007 

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.
Poster Presentation in NIPS*2007 Workshop on Efficient Machine Learning, Whistler, Canada, December 7-8, 2007.

 

Lin et al. 2007 

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.
In 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), pp.185—188, Silicon Valley, CA, USA, November 5, 2007. [Gene Name Service Web site]

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgHuang et al. 2007 

Han-Shen Huang, Yu-Ming Chang and Chun-Nan Hsu.
Training Conditional Random Fields by Periodic Step Size Adaptation for Large-Scale Text Mining.
In Proceedings of the Seventh International Conference on Data Mining (ICDM-2007) pp.511—516 (Short Paper), Omaha, NE, USA October 28-31, 2007. IEEE Press.

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgKuo et al. 2007a 

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.
In Proceedings of the Second BioCreative Challenge Evaluation Workshop (BioCreative II).
pp. 105—107, Madrid, Spain, April 23-25, 2007. [Gene Mention Service Web Site]

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgKuo et al. 2007b 

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.
In Proceedings of the Second BioCreative Challenge Evaluation Workshop (BioCreative II).
pp. 161—163, Madrid, Spain, April 23-25, 2007.

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgHuang et al. 2007 

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.
In Proceedings of the Second BioCreative Challenge Evaluation Workshop (BioCreative II).
pp. 109—111, Madrid, Spain, April 23-25, 2007. [Gene Mention Service Web Site]

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgHsu et al. 2006 

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.
In Proceedings of the Sixth International Conference on Data Mining (ICDM-2006) pp.
265—274 (Regular Paper), Hong Kong, China, December 18-22, 2006. IEEE Press.

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgLin et al. 2006

Yu-Shi Lin and Chun-Nan Hsu.
Boosting Multiclass Learning with Repeating Codes.
In Proceedings 2006 TAAI Conference on Artificial Intelligence and Applications (TAAI 2006), pp.591—598, Kaohsiung, Taiwan. 2006.

 

Lyu et al. 2006

Dau-Cheng Lyu, Ren-Yuan Lyu, Yuang-chin Chiang and Chun-Nan Hsu.
Speech Recognition on Code-Switching Among the Chinese Dialects.
In Proceedings 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006), Toulouse, France. 2006.

 

Lyu et al. 2005

Dau-Cheng Lyu, Ren-Yuan Lyu, Yuang-chin Chiang and Chun-Nan Hsu.
A Bi-lingual TV News-to-Document Indexing System.
In Proceedings 2005 TAAI Conference on Artificial Intelligence and Applications (TAAI2005), National Kaohsiung University, Kaohsiung, Taiwan. 2005.
台灣高雄大學.

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgHuang et al. 2005

Han-Shen Huang, Bo-Hou Yang and Chun-Nan Hsu.
Triple-Jump Acceleration for the EM Algorithm.
In Proceedings of the Fifth International Conference on Data Mining (ICDM-2005) pp. 649—652  (Short Paper), Houston,TX, USA, November 27-30, 2005. IEEE Press.

 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgLin et al. 2005

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.

 pp. 101—108. Munich, Germany, July 19-22, 2005.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpgHuang et al. 2005 

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.
In Beyond Personalization 2005, 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 9, 2005.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgLyu et al. 2004 

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, Oct. 2004. [Project Home]


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpgHsu et al. 2003 

Chun-Nan Hsu, Hao-Hsiang Chung and Han-Shen Huang.
The Hybrid Poisson Aspect Model for Personalized Shopping Recommendation.
In Proceedings of the Third International Conference on Data Mining (ICDM-2003), pp. 545—548 (Short Paper), Melbourne, FL, USA, November 2003. IEEE Press. [Project Home]


 

Lyu et al. 2003 

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.
In Proceedings of the 8th European Conference on Speech Communication and Technology (Eurospeech 2003), Geneva, Switzerland, 2003. [Project Home]


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgLu and Hsu 2003 

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. AAAI Press.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgHsu et al. 2003b 

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. AAAI Press.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpg Hsu et al. 2003 a

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), v. II, pp. 233—236, Hong Kong, China (ICASSP 2003 conference was cancelled due to SARS in Hong Kong).


 

Chung et al.  2002

Hao-Hsiang Chung and Han-Shen Huang and Chun-Nan Hsu.
Learning Customers' Preference Lists via Probabilistic Model.
Presented in NIPS 2002 Workshop: Beyond Classification and Regression: Learning Rankings, Preferences, Equality Predicates, and Other Structures, Vancouver, BC, Canada. 2002.


 

Lyu et al. 2002 

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.
In Proceedings of the Ninth Australian International Conference on Speech Science and Technology (SST 2002), Melbourne, Australia. 2002.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpg  Huang and Hsu 2002

Hung-Ju Huang and Chun-Nan Hsu.
Recognizing 100 Speakers using Homologous Naive Bayes.
In Mitsuru Ishizuka, Abdul Sattar (Eds.): PRICAI 2002: Trends in Artificial Intelligence, 7th Pacific Rim International Conference on Artificial Intelligence, pp. 395—403. Tokyo, Japan, August 18-22, 2002, Proceedings. Lecture Notes in Computer Science 2417 Springer 2002, ISBN 3-540-44038-0.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpg Jeong and Hsu 2001a

Euna Jeong and Chun-Nan Hsu.
Integration and Reuse of Heterogeneous XML DTDs for Information Agents.
In Proceedings of the 2001 International Conference on Intelligent Agent Technology (IAT2001), Maebashi City, Gunma, Japan. 2001.


 

 http://www.iis.sinica.edu.tw/~chunnan/ICONS/PDF.jpgJeong and Hsu 2001b

Euna Jeong and Chun-Nan Hsu.
Induction of Integrated View for XML Data with Heterogeneous DTDs.
In Proceedings the 2001 ACM CIKM International Conference on Information and Knowledge Management (CIKM2001), pp. 151—158. Atlanta, GA, USA. November 5-10, 2001. ISBN 1-58113-436-3.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpgHuang and Hsu 2001

Han-Shen Huang and Chun-Nan Hsu.
Smoothing of Recommenders' Ratings for Collaborative Filtering.
In Proceedings 2001 TAAI Conference on Artificial Intelligence and Applications (TAAI2001), National SunYet-Sen University, Kauhsiong, Taiwan. 2001.
台灣高雄中山大學.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpg [WinZipped PostScript] Huang and Hsu 2000

Hung-Ju Huang and Chun-Nan Hsu.
Bayesian Classification for Set and Interval Data.
In Proceedings 2000 International Computer Symposium (ICS2000), National Chung Cheng University, ChiaYi, Taiwan.
台灣嘉義中正大學


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpg [GZipped PDF] Hsu, Huang and Wong 2000

Chun-Nan Hsu, Hung-Ju Huang and Tzu-Tsung Wong.
Why Discretization Works for Naive Bayesian Classifiers.
In Proceedings of the 17th International Conference on Machine Learning (ICML-2000), pp. 399—406, Stanford, CA, USA.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpg [WinZipped PostScript] Chang and Hsu 1999

Chia-Hui Chang and Chun-Nan Hsu.
Automatic Extraction of Information Blocks Using PAT Trees.
In Proceedings 1999 National Computer Symposium (NCS1999), Tamkang University, Tamsui, Taiwan.
全國計算機會議,台灣淡水淡江大學


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpg Hsu and Chang1999

Chun-Nan Hsu and Chien-Chi Chang.
Finite-State Transducers for Semi-Structured Text Mining.
In Proceedings of IJCAI-99 Workshop on Text Mining: Foundations, Techniques and Applications,
pp 38—49, Stockholm, Sweden, 1999..


 

Arens et al. 1994

Yigal Arens, Chin Chee, Chun-Nan Hsu, Hoh In, and Craig Knoblock.
Query processing in an information mediator
In Proceedings of the ARPA Planning Initiative Meeting, Tucson, AZ, 1994.


 

Hsu and Dung1998b

Chun-Nan Hsu and Ming-Tzung Dung.
Wrapping semistructured web pages with finite-state transducers.
In 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.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpg Hsu and Knoblock1993a

Chun-Nan Hsu and Craig A. Knoblock.
Learning database abstractions for query reformulation.
In Gregory Piatetsky-Shapiro, editor, Proceedings of KDD-93, AAAI-93 Workshop on Knowledge Discovery in Databases, Washington, D.C., 1993.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpg Hsu and Knoblock1993b

Chun-Nan Hsu and Craig A. Knoblock.
Reformulating query plans for multidatabase systems.
In Proceedings of the Second International Conference on Information and Knowledge Management (CIKM-93), Washington, D.C., 1993.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpg Hsu and Knoblock1994

Chun-Nan Hsu and Craig A. Knoblock.
Rule induction for semantic query optimization.
In Machine Learning, Proceedings of the 11th International Conference (ML-94), San Mateo, CA, 1994. Morgan Kaufmann.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpg Hsu and Knoblock1995

Chun-Nan Hsu and Craig A. Knoblock.
Estimating the robustness of discovered knowledge.
In Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), Menlo Park, CA, 1995. AAAI Press.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpg Hsu and Knoblock1996a

Chun-Nan Hsu and Craig A. Knoblock.
Discovering robust knowledge from dynamic closed-world data.
In Proceedings of the Thirteenth National Conference on Artificial Intelligence (AAAI-96), Menlo Park, CA, 1996. AAAI Press.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpg Hsu1997a

Chun-Nan Hsu.
Learning effective and robust knowledge for semantic query optimization.
In Proceedings of the Americas Conference on Information Systems, Indianapolis, IN, 1997. The Associations of Information Systems.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpg Hsu1997c

Chun-Nan Hsu.
Tradeoff in rule induction for semantic query optimization.
In Proceedings of AAAI-97 Workshop on Building Recource-Bounded Reasoning Systems, Technical Report WS-97-06, Menlo Park, CA, 1997. AAAI Press.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpg Hsu1998

Chun-Nan Hsu.
Initial results on wrapping semistructured web pages with finite-state transducers and contextual rules.
In Proceedings of AAAI-98 Workshop on AI and Information Integration, Technical Report WS-98-01, Menlo Park, CA, 1998. AAAI Press.


 

Knoblock et al. 1994

Craig A. Knoblock, Yigal Arens, and Chun-Nan Hsu.
Cooperating agents for information retrieval.
In Proceedings of the Second International Conference on Intelligent and Cooperative Information Systems (Coopis-94), Toronto, Ontario, Canada, 1994.


 

http://www.iis.sinica.edu.tw/~chunnan/ICONS/ghostview-icon.jpghttp://www.iis.sinica.edu.tw/~chunnan/ICONS/zip-icon.jpg Schuschel and Hsu1998

Dietrich H. Schuschel and Chun-Nan Hsu.
A weight analysis-based wrapper approach to neural nets feature selection.
In Proceedings of the 10th IEEE International Conference on Tools with AI, Taipei, Taiwan, 1998.


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