I-Jen Chiang

I-Jen Chiang


I-JenChiang

e-Mail

ijchiang@tmu.edu.tw
ichiang@acm.org
ijchiang@ieee.org

學術:

2002 ~ 迄今 助理教授 台大醫學工程研究所
2001 ~ 迄今 助理教授 台北醫學大學醫資所
1999 客座研究員 加州大學柏克萊分校 (BISC)

領導技能:

2000 ~ 2001 CTO Index Software Inc.美國加州負責進行資料探勘及個人化產品之研發。
2000 ~ 2000 副總經理兼技術長堯乾股份有限公司(現更名為奇唯)負責金融資訊系統相關系統之研發,含括:

  • 主從式Web版股市看盤及下單精靈系統;
  • 台灣大哥大Wap資訊系統之整合;
  • 設計並開發證券後台交易及管理系統;
  • 與Sun, Novell, 零壹,創宏(dtk) 等進行合作;
  • 協助制定整個公司未來之發展規劃。
1996 ~ 1997 創辦人及總經理迅映科技股份有限公司 (併入和信集團)負責

  • 營運方向、制度、章程、員工福利及經營策略規劃等,纂寫事業計劃書;
  • 督導公司產品網際網路即時股票資訊系統之開發,促使其早日正式上市;系統使用於元大證券 (www.yuanta.com.tw)、大華證券、年代網路等公司;
  • 纂寫計畫書申請軟五輔助、主導性科技產品輔助等;
  • 接洽各證券業者以促銷系統,並協商未來合作合約及作法等;
  • 與其他電腦廠商洽商合作事宜,以加速公司初期成長與競爭力;
  • 制定整個公司未來完整之發展規劃。

組織技能:

1999 ~1999 總經理特助宏傳電子股份有限公司訂定公司研發方向及規章。

顧問:

2002 ~ 迄今 專家顧問中國人民大學數據統計中心
2000 ~ 2003 技術顧問聯合通商(組合國際之子公司)
2000 ~ 2002 顧問元泰資產管理
2000 ~ 2002 技術顧問誠品書店
2000 ~ 2002 系統發展顧問元大投信
1999 ~ 2002 技術顧問DaimlerChrysler
1999 ~ 2003 技術顧問工研院電通所
1998 ~ 1999 技術顧問泰新系統
1996 ~ 1998 醫療系統技術顧問台灣IBM

學歷

1995 ~ 1998 台大醫學工程博士
1994 ~ 1997 台大資訊工程博士

得獎

1997 國科會最佳研究人員獎
1985 中國工程師協會論文獎

其他

2001~2003 學術委員IEEE International Conference on Data Mining
2002/4/29 學術委員Pacific-Asian Knowledge Discovery and Data Mining
2000 ~ 迄今 學術論文審核IEEE Transaction on System, Man and Cybernetics國際電子電機工程師協會
1997 ~ 迄今 學術論文審核Knowledge and Information Systems: An International Journal, Springer-Verlag.
1996 學術論文審核Inductive Logical Programming,Kluwer-Academic Published.

其他產品

2000 Index Clever Craft – Text Mining tools
2000 Index Miner – Data Mining tools
2000 Wing Faster – Collaborative one-to-one personal server
1999 Java 之即時線上基金呈現及交易系統應用於中國信託及eFund網站
1998 紫外線偵測精靈與山口電機合作
1999 健保專業審查系統中央健保局
1997 網路即時股票資訊系統元大、中信京華、大華等券商

SELECTED PUBLICATIONS

JOURNALS

1. I-Jen Chiang, Ray-Jade Chen, Yu-Chuan Li, Charles C. H. Liu, Hung-Wen Chiu, Constructing a lower variance predictive model for the management of blunt hepatic trauma using boosting, submited to International Journal of Medical Informatics(SCI).
2. I-Jen Chiang and Ming-Jium Shieh, Jane Yung-jen Hsu, and Jau-Min Wong, Building a Medical Decision Support System for Colon Polyp Screening by Using Fuzzy Clasification Trees, to be appeared in Journal of Applied Intelligence. (SCI)
1. I-Jen Chiang and Jane Yung-jen Hsu, Fuzzy Classification Trees for Data Analysis, Fuzzy Sets and Systems, Vol. 103, No. 1, 87-99, 2002. (SCI)
2. I-Jen Chiang and Ming-Jium Shieh, Jane Yung-jen Hsu, and Jau-Min Wong, Apply Fuzzy Classification to Colon Polyp Screening, Communications of IICM, Vol. 5, No. 2, 7-12, 2002. (EI)
3. I-Jen Chiang, The accuracy in Forecasts Between Conventional Classifiers and Fuzzy Classifiers: Applications to Physical Checkup Data, Bulletin of International Rough Set Society (IRSS), Vol 3, No. 1-2, 1-6, 1999. (EI)
4. I-Jen Chiang and Jane Yung-jen Hsu, Induction of Fuzzy Classification Trees, Knowledge-Based Systems, 1996, December. (SCI)
5. I-Jen Chiang, Jane Yung-jen Hsu, Win-Li Lin, Jau-Min Wong, Ming-Jium Shieh and Cheng-Yi Wang, The Trail of C4.5/ID3 in Predicting the Presence of Rectosigmoid Polyps: A Preliminary Report in National Taiwan University Hospital, Biomedical Engineering- Applications, Basis and Communications, 8(2), 1996, 132-137. (EI)
6. Ming-Jiun Shieh, Win-Li Lin, I-Jen Chiang and Cheng-Yi Wang, The Predicitive Value of Body Weight and Body Masss Index ({BMI}) in the ultrasound-Diagnosed Fatty Liver, Biomedical Engineering- Applications, Basis and Communications, 8(1), February, 1996, pp. 38-42. (EI)
7. Ming-Jium Shieh, I-Jen Chiang, Jau-Min Wong, Chium-Sheng Huang and Cheng-Yi Wang, Prevalence of Colorectal Polyps in Taiwan: 60cm-Sigmoidoscopic Findings, Biomedical Engineering- Applications, Basis and Communications, 7(3), June, 1995, 290-295. (EI)

PROCEEDINGS

1. Pi-Chin Fan, I-Jen Chiang, Ya Wen Tan, Te Chan Huang, Mining Association Rules in Text, Workship of the foundation of data mining and discovery in the 2003 IEEE International Conference on Data Mining (ICDM 2002), Maebashi, Japan, 2003, 44-48. (EI)
2. Ray-Jade Chen, I-Jen Chiang, Yu-Chuan Li, Yu-Ming Lin, Hung-Chi Wu, and Charles C.H. Liu, Utilizing Decision Tree Classifier with Optimal ROC Cut-off Values in the Analysis of Determining Factors for Nonoperative Failure Patients after Major Blunt Hepatic Trauma, Workship of the foundation of data mining and discovery in the 2002 IEEE International Conference on Data Mining (ICDM 2002), Maebashi, Japan, 2002.(EI)
3. I-Jen Chiang, Text Mining (Invited Talk), Taipei Data Mining Conference 2002.
4. Forrest Lin and I-Jen Chiang, Longitudinal Study of Atherosclerosis Risk Factors: Relation Factors to BMI and Finding in Entry Examination, In Discovery Challenge Workshop of 6th European Conference on Principles and Practice of Knowledge Discovery in Database (PKDD 2002), Helsinki, Finland, 2002.(EI)
5. I-Jen Chiang, Ming-Jium Shieh, Jane Yung-jen Hsu, and Jau-Min Wong, A Medical Decision Support System for Polyp Screening by Using Fuzzy Classification Trees, AMIA, San Antonio, TX, 2002.
6. Charles C. H. Liu, I-Jen Chiang, Y.C. Li, Medical Data Mining – Experience of Knowledge Discovery in Two Clinical Databases, AMIA, San Antonio, TX, 2002.
7. C. C. H. Liu, S. J. H. Wu, Y.-C. Li, I-Jen Chiang, K.-S. Liu, S.-Y. Lu, and H.-Y. Chiu, Prognstic Prediction of Digital Replantation—Data Mining the CGH Database of 800 Cases, Porceeding of the Inaugural Congress of the World Society for Reconstructive Microsurgery, Bologna, Italy, 2001, 93-95.
8. I-Jen Chiang and T. Y. Lin, Index Miner: a data mining system, In Proceedings of the Annual International Computer Software and Applications Conference (COMPSAC’2001), Chicago, IL, 2001, 613-614.(EI)
9. Charles C. H. Liu, Yu-Chuan Li, and I-Jen Chiang, Medical Data Mining—Experience of Knowledge Discovery in Two Clinical Databases, In Proceedings of the MIST2001, Taipei, Taiwan, 2001, 211-217.
10. I-Jen Chiang and T. Y. Lin, Using Rough Sets to Build-up Web-Based One to One Customer Services, In Proceedings of the Annual International Computer Software and Applications Conference (COMPSAC’2000), HsingChu, Taiwan, 2000.(EI)
11. I-Jen Chiang, Using Association Rules to Auditing Health Insurance Reimbursements, In Proceedings of the SPIE (SPIE’2000), Orlando, FL, 2000, 4057-16.(EI)
12. I-Jen Chiang and Jane Yung-jen Hsu, Fuzzy Classification for Polyp Screening, In Proceedings of the Forth International Joint Conference of Intelligent System (JCIS’98), Vol. II, Research Triangle Park, NC, 1998, 215-217.(EI)
13. I-Jen Chiang and Jane Yung-jen Hsu, Induction of Fuzzy Classification trees, In Proceedings of the First Pacific-Asian Conference on Knowledge Discovery and Data Mining (PAKDD’97), Singapore, 1997, 65-78.
14. I-Jen Chiang and Jane Yung-jen Hsu, Integration of Fuzzy Classifiers with Decision Trees, In Proceedings of Asian Fuzzy Systems Symposium (AFSS’96), Kenting, Taiwan, 1996.
15. Jane Yung-jen Hsu and I-Jen Chiang, Fuzzy Classification Trees, In Proceedings of the Ninth International Symposium on Artificial Intelligence, Cancun, Maxico, 1996 (ISAI’96), 431-438.(EI)
16. I-Jen Chiang and Jane Yung-jen Hsu, Incremental Learning for Robot Control, In Proceedings of IEEE International Conference on System, Man and Cybernetics (IEEE-SMC’95), Vancouver, Canada, 1995, 4331-4336.(EI)
17. Shih-Chun Hsu, Jane Yung-jen Hsu and I-Jen Chiang, Automatic Generation of Fuzzy Control Rules by Machine Learning Methods, In Proceedings of IEEE International Conference on Robotics Automation (IEEE-RA’95), Nagoya, Japan, 1995, 287-292.(EI)
18. I-Jen Chiang and Jane Yung-jen Hsu, Real-Time Multi-Robot Assembly Scheduling, In Proceedings of 2nd Asian Conference on Robotics and its Application (ACRA’94), Beijing, China, 1994.
19. I-Jen Chiang and Jane Yung-jen Hsu, A Neural Network Controller for a Behavior-Based Robot, In Proceedings of International Symposium on Artificial Neural Networks (ISANN’93), HsingChu, 1993, 40-49.(EI)
20. I-Jen Chiang and Jane Yung-jen Hsu, A Neural Network Controller for Behavior-Based Robots Using Multi-Strategy Learning, In Proceedings of International Conference on Parallel and Distributed System (ICPDS’93), 1993, Taipei, 727-731.(EI)

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