賴國華（K. Robert Lai）教授

 

辦 公 室：R1404

電　　話：03-4638800#2353

實 驗 室：1407A

最高學歷：美國北卡羅來納州立大學 資訊科學博士

Email：krlai@cs.yzu.edu.tw

 

授過課程：

Ø  資訊概論

Ø  組合語言與計算機組織 (Computer Organization)

Ø  無線網路服務系統整合與實習

Ø  人工智慧

Ø  無線通訊與行動計算

Ø  智慧型系統專題

 

研究領域：

Ø  Computational Intelligence

Ø  Digital Contents, e-Learning

Ø  Pervasive Computing, Wireless Sensor Networks

 

主要經歷：

Ø  主任祕書(2011/08-2012/07)，元智大學

Ø  系主任(2004/08-2008/07)，元智大學資工系

Ø  祕書長(2009/02-迄今)，中華民國數位內容學會

Ø  資訊長(2001/08-2005/07)，元智大學圖書資訊服務處

Ø  美國GE研發工程師

Ø  美國Link Simulation軟體工程師

 

期刊論文：

  1. Chung Hsien Lan, Sabine Graf, K. Robert Lai*, and Kinshuk, 2010, "Enrichment of Peer Assessment with Agent Negotiation," accepted and to appear in IEEE Trans. on Learning Technologies, 3, No. 4. NSC98-2221-E-155-019 (SCI)

  2. K. Robert Lai, Menq Wen Lin, and Ting Jung Yu, 2010, "Learning Opponent's Beliefs via Fuzzy Constraint-Directed Approach to Make Effective Agent Negotiation," Applied Intelligence, Vol. 33, pp. 232-246. (SCI)

  3. K. Robert Lai, Chin-Yuan Fan, Wei-Hsiu Huang, and Pei-Chann Chang, 2009, "Evolving and clustering fuzzy decision tree for financial time series data forecasting," Expert Systems with Applications, Vol. 36, pp. 3761-3773. (SCI)

  4. K. Robert Lai, Yu-Chee Tseng, and Shu-Yuan Chen, 2008, "Editorial for Special Issue on Selected Papers in ICS 2006," Journal of Information Science and Engineering, Vol. 24, No. 1, NSC96-2221-E-155-051-MY2. (SCI)

  5. Pei-Chann Chang, Chen-Hao Liu, and K. Robert Lai, 2007, "A fuzzy case-based reasoning model for sales forecasting in print circuit board industries," Expert Systems with Applications, Available online at www.sciencedirect.com, NSC95-2745-E-155-007-URD. (SCI)

  6. K. Robert Lai and Chung-Hsien Lan, 2006, "Applying an Assessment Agent to Evaluate the Learning Effectiveness," Lecture Notes in Computer Science , LNCS 4053, PP. 747-749, NSC94-2745-E-155-007-URD. (SCI)

  7. K. Robert Lai and Yi-Yuan Chiang, 2006, "Constraint-based Fuzzy Models for an Environment With Heterogeneous Information Granules," Journal of Computer Science & Technology., Vol. 21, No. 3, PP. 401-411, NSC94-2745-E-155-007-URD. (SCI)

  8. Pei-Chann Chang, Chien-Yuan Lai, and K. Robert Lai, 2006, "A hybrid system by evolving case-based reasoning with genetic algorithm in wholesaler’s returning book forecasting," Decision Support Systems, Vol. 42, No. 3, PP. 1715-1729, NSC94-2745-E-155-007-URD. (SCI)

  9. K. Robert Lai and Chung Hsien Lan, 2006, "Modeling Peer Assessment as Agent Negotiation in a Computer Supported Collaborative Learning Environment," Educational Technology and Society Journal, Vol. 9, No. 3, PP. 16-26, NSC94-2745-E-155-007-URD. (SSCI)

  10. K. Robert Lai and Yuan-Lung Chang, 2006, "A Software Definable Architecture for Adaptive Space Diversity at Handsets in MC-CDMA Systems," IEICE Transactions on Fundamentals, Vol. E89-A, No. 5, PP. 1473-1483, NSC94-2745-E-155-007-URD. (SCI)

  11. Menq-Wen Lin, K. Robert Lai, and Ting-Jung Yu, 2005, "Fuzzy Constraint-Based Agent Negotiation," Journal of Computer Science & Technology, Vol. 20, No. 3, pp. 319-330. NSC93-2745-E-155-007-URD. (SCI)

  12. Pei-Chann Chang and K. Robert Lai, 2005, "Combining SOM and Fuzzy Rule Base for Sale Forecasting in Printed Circuit Board Industry," Lecture Notes in Computer Science 3498, pp. 947-954, Springer-Verlag. NSC93-2745-E-155-007-URD. (SCI)

  13. K. Robert Lai and Menq-Wen Lin, 2004, "Modeling Agent Negotiation via Fuzzy Constraints in e-Business," Computational Intelligence, Vol. 20, No. 4, pp. 624-642, NSC92-2213-E-155-031. (SCI, EI)

  14. P.L. Hsu, R. Lai, C.C. Chiu, and C.I. Hsu, 2003, "The hybrid of association rule algorithms and genetic algorithms for tree induction: an example of predicting the student course performance," Expert Systems with Applications, Vol. 25, pp.51-62, NSC91-2213-E-155-017. (SCI)

 

研究計畫：
　

總計畫－智慧型計算於知識箤取之整合研究(III)

8/1/2011-7/31/2012

智慧型計算於知識萃取之整合研究－子計畫二：以SVM為基之模糊塑模及其在財務與醫學知識萃取之應用(III)

8/1/2011-7/31/2012

基於人工智慧之合作學習輔助系統－基於人工智慧之合作學習輔助系統

8/1/2011-7/31/2012

以SVM為基支模糊朔模及其在財務與醫學知識萃取之應用

8/1/2009-7/31/2011

智慧型計算於知識萃取之整合研究－子計畫二：以SVM為基之模糊塑模及其在財務與醫學知識萃取之應用(I)

8/1/2009-7/31/2011

總計畫－智慧型計算於知識萃取之整合研究(I)

8/1/2009-7/31/2010

學習代理人協商過程中之對手行為模式，國科會Beliefs Learning Models to Support Negotiation with Incomplete Information,National Science Council

8/1/2007-7/31/2009

全球平台晶片終端與卡外應用端密鑰管理研究

6/1/2008-11/30/2008

數位內容隨選系統之研究與發展(3/3)，國科會 Research and Development of Digital Contents on Demand(3/3), National Science Council

8/1/2006-7/31/2007

數位內容隨選系統之研究與發展－全域無礙IP多媒體位內容之傳送

8/1/2004-7/31/2007

數位內容隨選系統之研究與發展(2/3)，國科會Research and Development of Digital Contents on Demand(2/3), National Science Council

8/1/2005-7/31/2006

數位內容隨選系統之研究與發展(1/3)，國科會Research and Development of Digital Contents on Demand(1/3), National Science Council

8/1/2004-7/31/2005

軟體代理人之協商機制及其應用之研究(II)

8/1/2003-7/31/2004

商學教育之企業經營競賽式學習系統的物件化計算模型開發

12/1/2002-11/30/2003

軟體代理人之協商機制及其應用之研究(I)

8/1/2002-7/31/2003

柔性解算環境中限制處理之基礎工具及其在電子商務應用的研究

8/1/2000-7/31/2001

 

 

建教合作計畫：
　

問題料件預警與處置專家系統之研究(中山科學研究院)

6/6/2003-12/31/2003

教務系統新增功能 (國立台北商業技術學院)

8/1/2003-10/31/2003

基礎電腦研修班 (行政院衛生署中央健康保險局)

10/1/2002-12/31/2002

後續維持(FOSMIS)資訊系統開發-RAM系統精進研究 (中山科學研究院)

6/5/2002-11/5/2002

GPS與GPRS模組相關軟體研發研究計劃 (麗臺科技股份有限公司)

9/1/2001-8/31/2002

資訊管理專題研修班 (中央健康保險局北區分局)

11/7/2001-5/29/2002

電子文件檔案管理與應用之研究 (國家檔案局籌備處)

2/26/2001-11/25/2001

中央健康保險局北區分局醫療資訊整合系統需求規劃 (中央健康保險局北區分局)

8/13/2001-11/1/2001

WAP-based Internet Service for AVL Tracking Applications (麗台科技股份有限公司)

7/15/2000-7/14/2001

北區分局門診費用申報之監控作業-分析流程作業及異常篩選作業整合管理模式之研究 (行政院衛生署中央健康保險局)

7/1/2000-6/30/2001

WAP 應用軟體(A) (遠傳電信股份有限公司)

3/1/1999-2/28/2001

CALS流程自動化研究(Ⅱ)-RAM系統之設計與建構 (國防計畫)

7/1/2000-12/31/2000

CALS 流程自動化研究--CITIS 系統之設計與建構 (國防計畫)

7/1/1999-6/30/2000

應用混合型模糊控制技術於水泥製程最佳化 (亞洲水泥公司)

11/15/1999-5/15/2000

業務統計管理統計與績效評核系統 (行政院中央健保局)

3/1/1999-12/25/1999

整合 SGML/XML 與 STEP 於國防電子文件處理之研究 (國推會)

7/1/1998-6/30/1999

應用 DSSSL 與 SDIF 於國防電子文件格式化與交換格式之研究 (國推會)

7/1/1997-6/30/1998

國防電子文件發展管理之研究－ＳＧＭＬ對文件製作與呈現的應用 (國防部中山科學研究)

7/1/1995-6/30/1996

公有資訊共享計劃（八十二學年度延續計劃） (行政院科技顧問組)

8/1/1994-12/31/1995

資料交換標準推動計劃 (中央標準局)

10/1/1994-4/30/1995

ＳＧＭＬ專案 (致遠科技公司)

6/1/1994-3/31/1995

ＳＧＭＬ應用於文書管理資訊系統 (交通部)

6/25/1993-8/19/1994