(A)期刊论文_10634

五、研究成果目錄：（一）

1.請詳列個人最近五年內發表之學術性著作。

2.請將所有學術性著作分成四大類：(A)期刊論文(B)研討會論文(C)專書及專書

論文(D)技術報告及其他等。

3.各類著作請按發表時間先後順序填寫。每篇文章請依作者姓名（按原出版之次序）、出版年、月

份、題目、期刊名稱、起訖頁數之順序填寫。

4.若期刊屬於SCI、EI、SSCI或A&HCI等時，請註明；若著作係經由國科會補助之研究計畫所產

生，請於最後填入相關之國科會計畫編號。

(A)期刊論文

審查中

1.Chi-Jie Lu,Tian-Shyug Lee, C. C.Chiu,“An independent component analysis-based

disturbance separation scheme for statistical process monitoring,”submitted to Journal of

Intelligent Manufacturing,first revision,(SCI)

2.Chi-Jie Lu,C.C.Chiu,Jung-Li Yang“Forecasting Stock Prices by Integrating Nonlinear

Independent Component Analysis and Support Vector Regression,”submitted to

International Journal of Forecasting,first revision,(SSCI)

3.Chi-Jie Lu,Du-Ming Tsai and Chih-Chou Chiu,Statistical process control using

independent component analysis based monitoring scheme,Submitted to Computers&

Industrial Engineering(SCI)

4.Chi-Jie Lu,D.M.Tsai,C.C.Chiu,“Independent component analysis based monitoring

scheme for correlated processes,”submitted to International Journal of Production Research,

(SCI)

5.Chi-Jie Lu,Bau-Yun Chen,Ling-Jing Kao,C.C.Chiu,“Efficiency Measurement Using

Independent Component Analysis And Data Envelopment Analysis,”submitted to European

Journal of Operational Research,(SSCI)

6.Ling-Jing Kao,C.C.Chiu,and Fon-Yu Chiu,“A Bayesian Latent Variable Model with

Classification and Regression Tree Approach for Behavior and Credit scoring,”submitted to

International Journal of Forecasting,(SSCI)

7.Cheng-Chin Lu,C.C.Chiu,Ling-Jing Kao,Hsin-Pin Fu,“Training Institution Efficiency

for Semiconductor Institute Program in Taiwan--Application of Spatiotemporal ICA with

DEA Approach,”submitted to OMEGA,(SSCI)

已接受

1.Chiu,C.C.,S.Y.Hwang,D.F.Cook,Y.P.Luh,“Process Disturbance Identification

Through The Integration of ICA and CART,”N e u r a l C o m p u t i n g a n d A p p l i c a t i o n s,accepted

and forthcoming.(SCI)

2.Lee,T.S.,N.J.Chen and C.C.Chiu“F o r e c a s t i n g t h e O p e ning Cash Price Index Using

G r e y F o r e c a s t i n g a n d N e u r a l N e t w o r k s,”J o u r n a l o f F o r e c a s t i n g,a c c e p t e d and forthcoming.

(SSCI)

3.Huang,S.P.and C.C.Chiu,“P r o c e s s Mo n i t o r i n g w i t h I C A-based Image Reconstruction

S c h e m e a n d C A R T A p p r o a c h,”Quality and Reliability Engineering International,V ol.25,

No.5,2009,pp.631–643.(SCI)

4.Chi-Jie Lu,Tian-Shyug Lee, C. C.Chiu,“Financial time series forecasting using

independent component analysis and support vector regression,”Decision Support Systems.

V ol.47,2009,pp.115–125.(SSCI)

5.呂奇傑、邱志洲、李天行,“應用獨立成分分析與蕭華特管制圖於統計製程監控”,中山

管理評論,V ol.17,No.1,pp.73-106,2009.(TSSCI)

6.Chih-Yi Liaw,Ling Jing Kao,Chih-Chou Chiu,“‘H i e r a r c h i c a l B a y e s i a n A p p r o a c h and

Genetic Algorithm in Illustrating Customer Preference and Market Segmentation,”

International Journal of Electronic Business Management,V ol.6,No.4,pp.203-212,2008.

(EI)

7.Lu, C.J.,Wu, C.M.,Keng, C.J., C. C.Chiu“Integrating SPC/EPC,ICA and Neural

Networks to Develop An Identification Technique,”I n t e r n a t i o n a l Journal of Production

Research,V ol.46,No.4,15February2008,pp.873–893.(SCI)

8.黃馨瑩、邱志洲,“整合獨立成份分析與分類迴歸樹在製程干擾辨識上之應用,”輔仁管

理評論(Fu-Jen Management Review),V ol.14,No.3,pp.121-144,2007.—9月

9.游濬遠、邱健泰、耿慶瑞、黃馨瑩、邱志洲,“層級貝氏類神經網路方法在建構可靠度預

估模式上之應用”,品質學報,V ol.14No.2,pp.197-206,2007.—6月

10.邱志洲、游濬遠、廖子毅、高淩菁,“運用層級貝氏方法建構以失效測量為基礎的可靠度

預測模式”,中山管理評論,V ol.14No.4,pp.995-1025,2006.(TSSCI)—12月

11.邱志洲、廖子毅、高淩菁、鐘振聲,“從效率性分析觀點探討醫療服務品質之提升－以台

灣地區大型醫院為例”,品質學報,V ol.13No.3,pp.221-240,2006.—9月

12.Lee,T.S.and C.C.Chiu“Mi n i n g t h e C u s t o m e r C r e d i t U s i n g C l a s s i f i c a t i o n a n d R e g r e s s i o n

Tree and Multivariate Adap t i v e R e g r e s s i o n S p l i n e s”,Computational Statistics and Data Analysis,V ol.50,No.4,pp.1113-1130,2006.(SCI,EI)

13.邱志洲、田政祺,“資料探勘中集群模式與分類模式之建構-模糊自適應共振理論網路、

分類迴歸樹與類神經網路之整合與應用”,工業工程學刊(Journal of the Chinese Institute of Industrial Engineers),V ol.22,No.2,pp.171-188,2005.(EI)

14.邱志洲、簡德年、高淩菁,“演化式類神經網路在企業危機診斷上之應用--智慧資本指標

的考量”,台大管理論叢,V ol.14,No.2,pp.1-22,2004.(TSSCI)

15.H.-C.Wang,C.-C.Chiu and C.-T.S u“D a t a C l a s s i f i c a t i o n u s i n g t h e Ma h a l a n o b i s-Taguchi

S y s t e m,”Journal of the Chinese Institute of Industrial Engineers,V ol.21,No.6,pp.

606-618,2004.(EI)

16.Lee,T.S.,N.J.Chen and C.C.Chiu,“F o r e c a s t i n g t h e O p e n i n g C a s h P r i c e I n d e x U s i n g

Grey Forecasting and Neural Networks:Evidence from the SGX-DT MSCI Taiwan Index

F u t u r e s C o n t r a c t s”,W a n g,P a n d Chen,S.S.(Eds),Computational Intelligence in

Economics and Finance,Springer,September2003,151-170.

17.Chiu,C.C.,Y.E.S h a o,T..S.L e e a n d K.M.L e e,“I d e n t i f i c a t i o n o f P r o c e s s D i s t u r b a n c e

U s i n g S P C/E P C a n d N e u r a l N e t w o r k s,”Journal of Intelligent Manufacturing,V ol.14,No.3, pp.379-388,2003(SCI).Impact Factor:0.595(2004)

18.Chiu,C.C.,and Te-Nien Chien,“C o n s t r u c t i o n o f E n t e r p r i s e D i s t r e s s D i a g n o s i s Mo d e l b y

Using the Integration of Neural Network and Classification and Regression Trees Approach Credit scoring using the hybrid neural discriminant technique,”Web Journal of Chinese Management Review,V ol.5,No.4,pp55-82,Oct.2002.

19.Lee T.S.,C.C.Chiu,C.J.Lu,I.F.C h e n,“C r e d i t s c o r i n g u s i n g t h e h y b r i d n e u r a l

discriminant technique,”Expert System with Applications,V ol.23,pp.245-254,2002(SCI).

Impact Factor:2004:1.247

20.邱志洲、李天行、周宇超、呂奇傑“整合鑑別分析與類神經網路在資料探勘上之應用”,

工業工程學刊(Journal of the Chinese Institute of Industrial Engineers),V ol.19,No.2,pp.

9-22,2002.(EI)

21.Lee T.S.and C.C.Chiu“N e u r a l N e t w o r k s F o r e c a s t i n g of an Opening Cash Price I n d e x”,

International Journal of Systems Science,V ol.33,No.3,pp.229-237,2002(SCI)2004 Impact Factor:0.239

22.Lee,T.S.,C.C.Chiu and F.C.Lin“P r e d i c t i n g o f T a i p e i’s U n e m p l o y m e n t R a t e Using

Fuzzy Time Series with Box-J e n k i n s Me t h o d o l o g y”,International Journal of Fuzzy Systems, V ol.3,No.4Dec.2001.

23.Chiu,C.C.a n d M.H.Y a n g,“S h i f t s R e c o g n i t i o n i n C o r r e l a t e d Ma n u f a c t u r i n g P r o c e s s

P a r a m e t e r s U s i n g N e u r a l N e t w o r k,”工業工程學刊(Journal of the Chinese Institute of Industrial Engineers),V ol.18,No.2,2001..

24.Chiu,C.C.,M.C.C h e n a n d K.M L e e,“S h i f t s R e c o g n i t i o n i n C o r r e l a t e d P r o c e s s D a t a

U s i n g N e u r a l N e t w o r k”,International Journal of Systems Science,V ol.32,No.2,pp.

137-143,2001.(SCI)

25.Su,C.T.,C.C.Chiu,a n d H.H.C h a n g,“O p t i m a l P a r a m e t e r D e s i g n v i a N e u r a l N e t w o r k a n d

G e n e t i c A l g o r i t h m”International Journal of Industrial Engineering,V ol.7,No.3,2001.

(SCI)

26.李天行,邱志洲,“F o r e c a s t i n g t h e O p e n i n g C a s h P r i c e I n d e x U s ing Neural Networks:

Empirical Result from the SGX-D T N i k k e i225I n d e x F u t u r e s C o n t r a c t s”亞太管理評論,

V ol.5,No.4,pp.557-570,2000.

27.F.Yeh,Y.H. C. C.Chiu and Pei-G i S h u,“T h e1997T h a i B a h t D e v a l u a t i o n a n d

International Stock Markets:Global,Asia-Pacifi c R e g i o n a l a n d L o c a l F o r c e s,”Asia Pacific Journal of Finance,V ol.2,pp.133-156,1999.

28.李天行,邱志洲and徐步鯤,“類神經網路之預測－以台灣地區積體電路產量為例,”

統計與資訊評論(Journal of Statistics and Computing),V ol.4pp.47-70,1998.

29.Chiu,C.C.a n d Y.H.Y e h,“U t i l i z a t i o n o f V e c t o r A u t oregressions Technique and Neural

Network in Identifying the Return Interaction among Global,Asia-Pacific Regional and L o c a l S t o c k Ma r k e t s,”Journal of Computational Intelligence in Finance,V ol.7,No.3,June, 1999.

30.邱志洲and林啟豐,“步進應力加速衰退試驗暨高可靠度產品壽命之研究－以發光二

極體為例,”工業工程學刊(Journal of the Chinese Institute of Industrial Engineers),V ol.16, No.5,1999.

31.邱志洲,李天行and林凡群,“結合模糊時間序列與Box-Jenkins模式在台北市失業率

預測上之應用,”台大管理論叢,V ol.9,No.2,pp.193-218,1999.

32.Chiu,C.C.,G.H.Yang,J.S.Huang,S.C.Chen and N.T.Ch e n g,“O p t i m a l P a r a m e t e r

Selection in Gas-Assisted Injection Molding A Comparison of Neural Network Model and T a g u c h i Me t h o d,”輔仁管理評論(Fu-Jen Management Review),V ol.6,No.1,pp.

163-180,1999.

33.Shao,Y.Eric and C.C.Chiu,“D e v e l o p i n g I d e n t i f i c a t i o n T e c h niques with the Integrated use

o f S P C/E P C a n d N e u r a l N e t w o r k s,”Quality and Reliability Engineering International,V ol.

15,pp.1-8,1999.(SCI)

34.Cook,D.F.and C. C.Chiu,“U t i l i z a t i o n R a d i a l B a s i s F u n c t i o n N e u r a l N e t w o r k s t o

Recognize Shits in Manufactur i n g P r o c e s s P a r a m e t e r s,”IIE Transactions,V ol.30,pp.

227-234,1998.(SCI)

35.邱志洲,李天行and林凡群,“台北市失業率之預測--模糊時間序列之應用,”輔仁管理

評論(Fu-Jen Management Review),V ol.5,No.2,pp.177-196,1998.

36.李天行,邱志洲and林凡群,“類神經網路模式信賴區間之建構－以台北市失業率為

例,”人力資源學報(Journal of Human Resource),V ol.9,pp.153-168,1998.

37.Chiu,C.C. D.F.Cook,J.L.Kao,and Y.C.C h o u,“C o m b i n g N e u r a l N e t w o r k a n d

Rule-B a s e d E x p e r t S y s t e m f o r S h o r t T e r m L o a d F o r e c a s t i n g,”Computers and Industrial Engineering,V ol.32,No.4,pp.787-797,1997.(SCI)

38.Chiu,C.C.,D.F.C o o k,J.J.J r.P i g n a t i e l l o a n d A.D.Wh i t t a k e r,“D e s i g n o f a Radial Basis

Function Neural Network with a Radius Modification Algorithm Using Response Surface Me t h o d o l o g y,”Journal of Intelligent Manufacturing,V ol.8,No.2,pp.117-124,1997.

(SCI)

39.Chiu,C.C.,L.J.K a o a n d D.F.C o o k,“C o m b i n i n g a N e u r a l N e t w o rk with a Rule-Based

E x p e r t S y s t e m A p p r o a c h f o r t h e S h o r t T e r m P o w e r L o a d

F o r e c a s t i n g i n T a i w a n,”Expert

System with Applications,V ol.13,No.4,pp.299-305,1997.(SCI).

40.Chiu,C.C.,C.T.S u,G.H.Y a n g,J.S.H u a n g,S.C.C h e n a n d N.T.C h e n g,“S e l e c t i o n of

Optimal Parameters in Gas-Assisted Injection Molding Using a Neural Network Model and t h e T a g u c h i Me t h o d,”International Journal of Quality Science,V ol.2,Iss.2,pp.106-120, 1997.(EI)

41.Chiu,C.C.a n d D.F.C o o k,“T i m e S e r i e s F o r e c a s t i n g o f K a o s h i ung Unemployment Rate

U s i n g N e u r a l N e t w o r k Mo d e l,”輔仁管理評論(Fu-Jen Management Review),V ol.4,No.

3,Sept.1997.

42.Cook,D.F.and C.C.Chiu,“P r e d i c t i n g t h e I n t e r n a l B o n d S t r e n g t h o f P a r t i c l e b o a r d,

U t i l i z i n g a R a d i a l B a s i s F u n c t i o n N e u r a l N e t w o r k,”Engineering Application of Artificial Intelligent,V ol.10,No.2,pp.171-178,1997.(SCI)

43.Chang, D.S., C.C.Chiu,S.T.J i a n g,“Mo d e l i n g A n d R e l i a b i l i t y P r e d i c t i o n f o r t h e

Step-S t r e s s D e g r a d a t i o n Me a s u r e m e n t s U s i n g N e u r a l N e t w o r k Me t h o d o l o g y,”International Journal of Reliability,Quality and Safety Engineering,V ol.6,No.3,pp.277-288,1999.

44.Chiu,C.C.,D.F.C o o k a n d J.J.J r.P i g n a t i e l l o,“R a d i a l B a s i s F u n c t i o n N e t w o r k f o r K r a f t

P u l p i n g F o r e c a s t i n g,”International Journal of Industrial Engineering,V ol.2,No.3,pp.

209-215,1995.(SCI)

45.Cook,D.F.and C.C.Chiu,“B a c k p r o p a g a t i o n N e u r a l N e t w o r k a n d T i m e S e r i e s A n a l y s i s

T e c h n i q u e s t o P r e d i c t Ma n u f a c t u r i n g P r o c e s s P a r a m e t e r s,”Applied Artificial Intelligence,

V ol.9,No.6,pp.623-631,1995.(SCI)

(B)研討會論文

1.Chi-Jie Lu,Chih-Chou Chiu,Jung-Li Yang,“Integrating Nonlinear Independent Component

Analysis and Neural Network in Stock Price Prediction,”The Twenty Second International

Conference on Industrial,Engineering and Other Applications of Applied Intelligent

Systems IEA-AIE2009,June24-27,2009Tainan,Taiwan.(EI)

2.Chi-Jie Lu,Chih-Hsiang Chang,Chien-Yu Chen,Chih-C h o u C h i u,“S t o c k I n d e x P r e d i c t i o n:

A C o m p a r i s o n o f MA R S,

B P N a n d S V R i n a n E m e r g i n g Ma r k e t,”T h e I E E E I n t e r n a t i o n a l

Conference on Industrial Engineering and Engineering Management,December8-11,2009,

Hong Kong.(EI)

3.Chi-Jie Lu1,Jui-Yu Wu,Cheng-Ruei Fan,Chih-C h o u C h i u,“F o r e c a s t i n g S t o c k P r i c e u s i n g

N o n l i n e a r I n d e p e n d e n t C o m p o n e n t A n a l y s i s a n d S u p p o r t V e c t o r R e g r e s s i o n,”T h e I E E E

International Conference on Industrial Engineering and Engineering Management,

December8-11,2009,Hong Kong.(EI)

4.Chi-Jie Lu,Tian-Shyug Lee,and Chih-C h o u C h i u,“U s i n g i n d e p e n d e n t c o m p o n e n t a n a l y s i s

a n d s u p p o r t v e c t o r r e g r e s s i o n i n t i m e s e r i e s f o r e c a s t i n g,”T h e9th Asia Pacific Industrial

Engineering&Management Systems Conference(APIEMS2008),Dec.,3-5,2008,Nusa

Dua,Bali-Indonesia.

5.Chi-Jie Lu,Tian-Shyug Lee,and Chih-C h o u C h i u,“S t a t i s t i c a l P r o c e s s Mo n i t o r i n g u s i n g

Independent Component Analysis Based Di s t u r b a n c e S e p a r a t i o n S c h e m e,” I E E E

International Joint Conference on Neural Networks(IJCNN2008),June,1-6,2008,Hong

Kong.(EI)

6.Huang,S.P.,C.C.Chiu,D.F.C o o k,C.J.L u,“I n t e g r a t i n g S P C/E P C,I C A A n d N e u r a l

Networks To Develop An Identification T e c h n i q u e,”T h e I E E E I n t e r n a t i o n a l C o n f e r e n c e o n Industrial Engineering and Engineering Management,Singapore,December2-5,2007.(EI)

7.Chi-jie Lu,C.C.Chiu,B.Y.Chen,L.J.Kao,“I n t e g r a t i n g I C A a n d D E A Mo d e l f o r

E f f i c i e n c y Me a s u r e m e n t,”2007I n t e r n a t i o nal Conference on Convergence Information

Technology,Gyeongju,Republic of Korea,November21~23,2007.(EI)

8.Hwang,S.Y.,C.C.Chiu,D.F.Cook,Y.P.Luh,“P r o c e s s D i s t u r b a n c e I d e n t i f i c a t i o n U s i n g

I n d e p e n d e n t C o m p o n e n t A n a l y s i s Wi t h C a r t A p p r o a c h,”t h e IASTED International

Conference on Computational Intelligence(CI2007),Banff,Canada,July2-4,2007.

9.Lu,C.J.,C.Y.Yu,C.C.Chiu,“I n t e g r a t i n g S PC/EPC,ICA And Neural Networks To

D e v e l o p A n I d e n t i f i c a t i o n T e c h n i q u e,”T h e2n d I n t e r n a t i o n a l S y m p o s i u m on Management,

Engineering and Informatics,Orlando,Florida,USA,July16-19,2006.

10.Yu,C.Y,S.Y Hwang,C.Y Liaw,C.C.Chiu,“A p p l y i n g A d a p t i v e N e u r a l N e t w o r k Mo d e l t o

Measure the Relative E f f i c i e n c y o f t h e T a i w a n P o w e r C o m p a n y,”T h e36t h I n t e r n a t i o n a l Conference on Computers and Industrial Engineering,Taipei,June20-23,2006.

11.Lu,C.J.,D.M.Tsai,C.C.Chiu;Y.H.Tseng,“I n d e p e n d e n t c o m p o n e n t a n a l y s i s b a s e d

d i s t u r b a n c

e s e p a r a t i o n

f o r s t a t i s t i c a l p r o c e s s c o n t r o l,”T h e36t h I n t e r n a t i o n a l C o n f e r e n c e o n

Computers and Industrial Engineering,Taipei,June20-23,2006.

12.Yu,C.Y,C.Y Liaw,S.Y Hwang,C.C.Chiu,“E v a l u a t i n g t h e R e l a t i v e E f f i c i e n c y o f t h e

T a i w a n P o w e r C o m p a n y U s i n g H i e r a r c h i c a l B a y e s i a n N e u r a l N e t w o r k A p p r o a c h,”

INFORMS2006International Hong Kong Conference,Hong Kong,June25-28,2006.

13.Chiu,C.C.,C.Y.Liaw,H.P.Fu,L.J.Kao,“F a i l u r e T i m e A n a l y s i s B a s e d O n D e g r a d a t i o n

Me a s u r e m e n t s U s i n g H i e r a r c h i c a l B a y e s i a n N e u r a l N e t w o r k A p p r o a c h,”t h e3r d A N Q Congress&the19th Asia Quality Symposium,Taipei,September20-22,2005.

14.Chiu, C. C., C.Y.Liaw, C.M.Wu,“A p p l y i n g H i e r a r c h i c a l B a y e s i a n N e u r a l N e t w o r k

A p p r o a c h I n F a i l u r e T i m e P r e d i c t i o n,”t h e I A S T E D I n t e r n a t i o n a l C o n f e r e n c e o n

Computational Intelligence(CI2005),Calgary,Canada,July4-6,2005.

15.Chiu,C.C.,C.Y.Y u,C.Y.L i a w a n d L.J.K a o,“A p p l y i n g H i e r a r c h i c a l B a y e s i a n Me t h o d i n

R e l i a b i l i t y P r e d i c t i o n B a s e d o n D e g r a d a t i o n Me a s u r e m e n t s,” T h e 8t h W o r l d Multiconference on Systemics,Cybernetics and Informatics,Orlando,Florida,USA,July 18-21,2004.

16.Chiu,C.C.and T.S.Lee,“I n t e g r a t i n g C l a s s i f i c a t i o n a n d R e g r e s s i o n T r e e w i t h Mu l t i v a r i a t e

A d a p t i v e R e g r e s s i o n S p l i n e s i n Mi n i n g t h e C u s t o m e r C r e d i t,”The2004Meeting of the

International Federation of Classification Societies,Illinois Institute of Technology in Chicago,from July15-18,2004

17.Lee,T.S.,C.C.Chiu and C.J.Lu"Credit Scoring Using the Hybrid Neural Discriminant

Technique",2002Hawaii International Conference on Business,Honolulu,Hawaii,June 2002.

18.Lee,T.S., C. C.Chiu a n d C.J.L u,“Credit Scoring Using Neural Networks And

D i s c r i m i n a n t A n a l y s i s”,T h e S e c o n d I n t e r n a t i o n a l W o r k s h o p o n C o m p u t a t i o n a l I n t e l l i g e n c e

in Economics and Finance,Durham,North Carolina,USA,March8-14,2002.

19.Lee,T.S.,C.C.Chiu and C.J.Lu“Integrating Discriminant Analysis and Neural Networks

in the Application of Data Mining”,The Sixth Annual International Conference on Industrial Engineering Theory,Applications and Practice,San Francisco,November2001.

20.Chiu,C.C.a n d L.J.K a o,“I n t e g rating Neural Network Model and Logistic Regression

A p p r o a c h t o Mi n i n g t h e C u s t o m e r C r e d i t,”I F S A/N A F I P S C o n f e r e n c e i n V a n c o u v e r,C a n a d a,

July25-28,2001.

21.邱志洲、簡德年“整合分類迴歸樹與類神經網路於在企業危機診斷之應用”,2001科

際整合管理國際研討會知識管理供應鏈管理顧客關係管理,東吳大學,台北,2001年5月。

22.邱志洲,李天行,呂奇傑“整合類神經網路與鑑別分析在資料探勘上之應用”,兩岸

統計成果:增進基礎抽樣調查與統計諮詢教學之研究,輔仁大學,新莊,2001。

23.邱志洲、李天行、呂奇傑“整合鑑別分析與類神經網路於資料探勘之應用”,第三屆

亞太管理學術研討會,國立成功大學,台南,2001年5月。

24.Lee,T.S.,N.J.Chen and C.C.Chiu“F o r e c a s t i n g t h e O p e n i n g C a s h P r i c e I n d e x i n

Integrating Grey Forecasting and Neural Networks:Evidence from the SGX-DT MSCI T a i w a n I n d e x F u t u r e s C o n t r a c t s”,2001WD S I I n t e r n a t i o n a l C o n f e r e n c e,V a n c o u v e r,C a n a d a, April3-7,2001.

25.Chiu,C.C.,Y.J.S h a o a n d T.S.L e e,“I d e n t i f i c a t i o n o f P r o c e s s D i s t u r b a n c e U s i n g

S P C/E P C a n d N e u r a l N e t w o r k s,”T h e f i f t h A n n u a l I n t e r n a t i o n a l C o n f e r e n c e o n I n d u s t r i a l Engineering Theory,Applications and Practice,National Tsing Hua University,Hsinchu, Taiwan,December13-15,2000.

26.Lee,T.S.,N.J.Chen and C.C.Chiu,“F o r e c a s t i n g t h e O p e n i n g C a s h P r i c e I n d e x i n

Integrating Grey Forecasting and Neural Networks:Evidence from the SGX-DT MSCI T a i w a n I n d e x F u t u r e s C o n t r a c t s,”T h e f i f t h A n n u a l I n t e r n a t i o n a l Conference on Industrial

Engineering Theory,Applications and Practice,National Tsing Hua University,Hsinchu, Taiwan,December13-15,2000.

27.李天行、邱志洲,“類神經網路於現貨開盤指數之預測-以新加坡交易所日經225指數期

貨為例,”2000中華民國第八屆模糊理論與應用研討會,淡江大學,台北,2000年12月。

28.李天行、邱志洲、陳俊儒“整合類神經網路與迴歸分析於匯率之預測--以東南亞金融

風暴期間新台幣兌美元匯率為例”,2000中華民國第八屆模糊理論與應用研討會,淡江大學,台北,2000年12月。

29.陳銘芷、李天行、邱志洲,“整合類神經網路與迴歸分析於匯率之預測--以東南亞金融風

暴期間新台幣兌美元匯率為例,”2000中華民國第八屆模糊理論與應用研討會,淡江大學,台北,2000年12月。

30.李天行、陳能靜、邱志洲、劉嘉鴻,“整合灰預測及類神經網路於現貨開盤指數預測之研

究-以新加坡交易所摩根台股指數期貨為例,”中華民國第五屆人工智慧與應用研討會,國立台灣科技大學,台北,2000年11月。

31.邱志洲、田政祺“整合類神經網路及迴歸分析建構網路商店擴散模式之研究,”第五屆

企業跨國經營管理研討會,輔仁大學,新莊,臺灣,June24,2000.

32.劭曰仁、張恭賀、邱志洲,“E v a l u a t i o n o f d i f f e r e n t c o m b i n ations of sampling schemes and

S P C c h a r t s f o r m o n i t o r i n g a m u l t i p l e s t r e a m p r o c e s s,”,1999中華民國工業工程年會,清華大學,新竹,Dec.15,1999.

33.M.H.Yang and C.C.Chiu,“A F u z z y S e t A p p r o a c h o f S h e l f S p a c e A l l o c a t i o n P r o b l e m,”

The15th International Conference on Production Research—ICPR-15Manufacturing for a Global Market,University of Limerick,Ireland,Aug.9-12,1999.

34.李天行、邱志洲、黃天麟“積體電路產量之預測與信賴區間之建構”,1999邁向二十

一世紀亞太管理學術研討會論文集,pp357-365,國立成功大學,台南,1999年6月。

35.Chiu,C.C.a n d Mi n g H s i e n Y a n g,“U t i l i z a t i o n o f N e u r a l N e t w o r k in Recognizing the Shifts

i n C o r r e l a t e d Ma n u f a c t u r i n g P r o c e s s e s,”1999Canadian Workshop on Soft Computing&

IEEE Canadian Conference on Electrical&Computer Engineering,Edmonton,Canada, May9-12,1999.

36.李天行,邱志洲and徐步鯤,“類神經網路於我國積體電路產量預測之研究,”,1998中華

民國第六屆模糊理論與會議,朝陽科技大學,霧峰,Dec.15-18,1998.

37.邱志洲and林啟豐,“高科技產品使用壽命之研究－以發光二極體為例,”第四屆資訊

管理研究暨實務研討會—尖端資訊科技的發展、應用及管理，輔仁大學，新莊，Nov.

20-21,1998.

38.Chiu,C.C.,a n d C.T.S u,“A N o v e l N e u r a l N e t w o r k Mo d e l U s i n g B o x-Jenkins Technique

and Response Surface Methodology to P r e d i c t U n e m p l o y m e n t R a t e,”P r o c e e d i n g s o f t h e Tenth IEEE International Conference Tools with Artificial Intelligence,Taipei,Nov.10-12, 1998.(EI)

39.Chiu,C.C.,“C o m b i n i n g a F u z z y T i m e S e r i e s Mo d e l w i t h a N e u r a l N e t w o r k A p p r o a c h f o r

Unemployment Rate For e c a s t i n g i n T a i p e i,”1998IASTED International Conference of Artificial Intelligence and Soft Computing,Mexico,May27-30,1998.

40.Yeh,Y.H.and Chiu,C.C.,“T h e R e t u r n I n t e r a c t i o n A m o n g W o r l d,A s i a-Pacific Regional

a n d L o c a l S t o c k Ma r k e t s,”國立台灣大學,台北,March2-3,1998.

41.Chiu,C.C.a n d D.S.C h a n g,“R e l i a b i l i t y P r e d i c t i o n B a s e d o n D e g r a d a t i o n Me a s u r e m e n t s

Using Neural Networks with Box-J e n k i n s M e t h o d o l o g y,”Proceedings of the Fifth International Applied Statistics in Industry Conference,Feb.23-25,1998,Orlando,Florida, USA.

42.Chiu, C. C.,D.S.C h a n g a n d C.T.S u,“U t i l i z a t i o n o f N e u r a l N e t w o r k s Mo d e l a n d

Box-J e n k i n s Me t h o d o l o g y i n P r e d i c t i n g T h e R e l i a b i l i t y o f D e g r a d a t i o n Me a s u r e m e n t s,”

1997中華民國工業工程年會,國立中山大學,高雄,Dec.27,1997.

43.邱志洲,李天行and林凡群,“模糊時間序列分析在台北市失業率預測上之應用,”1997

中華民國第五屆模糊理論與會議,國立成功大學,台南,Dec.19-20,1997.

44.邱志洲,李天行,潘薇馨,李玉紅,柯震,郭銘忠and賴恆毅,“半導體產業消長趨勢之預測

--類神經網路模式之應用,”1997企業跨國經營管理研討會,輔仁大學,新莊,臺灣,July

12,1997.

45.Chiu, C. C.,L.J.K a o a n d D.F.C o o k,“U t i l i z a t i o n o f N e u r a l N e t w o r k Mo d e l w i th

Box-J e n k i n s T e c h n i q u e i n t h e P r e d i c t i o n o f T a i w a n U n e m p l o y m e n t R a t e,”1997企業管理

國際研討會,東吳大學,台北,June,7,1997.

46.Chiu, C. C.a n d D.S.C h a n g,“U t i l i z a t i o n o f N e u r a l N e t w o r k s Mo d e l s i n R e l i a b i l i t y

P r e d i c t i o n B a s e d o n D e g r a d a t i o n Me a s u r e m e n t s,”Proceedings of the Fourth International

Applied Statistics in Industry Conference,June2-4,1997,Kansas City,Missouri,USA.

47.Chiu,C.C.,D.F.C o o k,J.L.K a o a n d Y.C.C h o u,“S h o r t T e r m L o a d F o r e c a s t i n g b y U s i n g

The Combination of Neural Network and Rule-Based Expert S y s t e m A p p r o a c h,”

Proceedings of the Joint Pacific Asian Conference on Expert Systems/Singapore

International Conference on Intelligent Systems,Orchard Hotel,Singapore,24-27February

1997.

48.Chiu,C.C.a n d D.F.C o o k,“F o r e c a s t i n g o f T a i w a n U n e m p l o y m e n t Rate Using Neural

N e t w o r k Mo d e l a n d A l t e r n a t i v e Me t h o d s,”Proceedings of the3rd Annual International

Conference of Human Resource Management in the Asia-Pacific Region,KaoHsiung,Nov.

24-26,1996,Taiwan.

49.Cook, D. F.and C. C.Chiu,“U t i l i z i n g R a d i a l B a s is Function Neural Networks to

R e c o g n i z e S h i f t s i n C o r r e l a t e d Ma n u f a c t u r i n g P r o c e s s P a r a m e t e r s,”Proceedings of the27th

Annual Meeting of the Decision Sciences Institute,Orlando,Florida.Nov.24-25,1996.

50.Chiu,C.C.a n d L.G.O c c e n a,“D e t e r m i n a t i o n o f Hardwood Log Sawing Method Using the

H o p f i e l d N e u r a l N e t w o r k,”Proceedings Application of Neural Network in Engineering

(ANNIE),Saint Louis,MO1995.

51.Chiu,C.C.,J.J.J r.P i g n a t i e l l o a n d D.F.C o o k,“R e s p o n s e S u r f a c e Me t h o d o l o g y f o r

Optimal Neural Netw o r k S e l e c t i o n,”Proceedings of the Sixth IEEE International

Conference on Tools with Artificial Intelligence,New Orleans,Louisiana1994.

52.Chiu,C.C.,D.F.C o o k a n d J.J.J r.P i g n a t i e l l o,“R a d i a l B a s i s F u n c t i o n N e t w o r k f o r K r a f t

P u l p i n g F o r e c a s t i n g,”Proceedings of the Sixth International Conference on Artificial

Intelligence and Expert Systems Applications,Houston,Texas1994.

53.Occena,L.G.and C.C.Chiu,“N e u r a l Mo d e l s f o r D e f e c t-D r i v e n H a r d w o o d L o g S a w i n g,”

Proceedings of Mid-America Conference on Intelligent Systems,Kansas City,Kansas1994.

(C)專書及專書論文

1.邱志洲謝邦昌“類神經網路分析STATISTICA應用系列叢書（六）”曉園出版社有限

公司.

2.李天行、邱志洲“作業研究─線性規劃(2nd Edition)”,輔仁大學管理學院講義叢書,2000

年2月。

3.李天行、邱志洲“作業研究─線性規劃”,輔仁大學管理學院講義叢書,1999年2月。

4.“C o m b i n e d R u l e B a s e d E x p e r t S y s t e m s a n d N e u r a l N e t w o r k s i n F o r e c a s t i n g P r o b l e m s”

for the Knowledge Engineering Systems Techniques and Applications,the

ACADEMIC Press International Theme V olume2.

5.“C o m p u t e r A i d e d a n d I n t e g r a t e d Ma n u f a c t u r i n g S y s t e m s T e c h n i q u e s a n d A p p l i c a t i o n s”f o r

the GORDON and BREACH International Series in Engineering,Technology and Applied Science V olumes

(D)技術報告及其他

1.“信用卡持有人顧客品質估計暨刷卡行為異質性分析(I)”,國科會NSC

98-2221-E-027-042,8/1/2009-7/31/2010.(主持人)(715,000元)

2.“97年能源科技計畫績效評比分析、排序及成果盤查”,財團法人中衛發展中心,

8/1/2009-12/31/2009.(共同主持人)(500,000元)

3.“98年度半導體產業人才需求推估”,經濟部工業局,8/1/2009-12/31/2009.(共同主持人)

(950,000元)

4.“98年度半導體產業職能分析”,經濟部工業局,8/1/2009-12/31/2009.(共同主持人)

(980,000元)

5.“能源科技計畫管理及知識資訊服務計畫─能源科技研發績效標竿管理研究”,財團法

人中衛發展中心,6/15/2008-12/15/2008.(共同主持人)(500,000元)

6.“運用類神經網路與層級貝氏法在建構可靠度預估模式上之應用(3/3)”,國科會NSC

95-2221-E-027-072-MY3,8/1/2008-7/31/2009.(主持人)(610,000元)

7.“運用類神經網路與層級貝氏法在建構可靠度預估模式上之應用(2/3)”,國科會NSC

95-2221-E-027-072-MY3,8/1/2007-7/31/2008.(主持人)(605,000元)

8.“運用類神經網路與層級貝氏法在建構可靠度預估模式上之應用(1/3)”,國科會NSC

95-2221-E-027-072-MY3,8/1/2006-7/31/2007.(主持人)(615,000元)

9.“整合類神經網路與層級貝氏方法建構網路線上消費模式(3/3)”,國科會NSC

95-2221-E-027-066-MY3,8/1/2008-7/31/2009.(主持人)(379,000元)

10.“整合類神經網路與層級貝氏方法建構網路線上消費模式(2/3)”,國科會NSC

95-2221-E-027-066-MY3,8/1/2007-7/31/2008.(主持人)(396,000元)

11.“整合類神經網路與層級貝氏方法建構網路線上消費模式(1/3)”,國科會NSC

95-2221-E-027-066-MY3,8/1/2006-7/31/2007.(主持人)(453,000元)

12.“獨立成分分析訊號分離技術於統計製程管制之應用”,國科會NSC

95-2221-E-027-066-MY,8/1/2006-7/31/2007.(共同主持人)(387,000元)

13.“學界科專:兒童相關產業創新研發知識服務平台開發計畫,”經濟部技術處,

11/1/2005-10/31/2008.(分項計畫主持人)(第一年度1,800,000元)

14.“紡織業供應鏈管理之關鍵因素調查研究”,經濟部工業局,10/1/2006-12/31/2006.(共同

主持人)(400,000元)

15.“晶片系統產業發展計畫-開班單位績效評比”,工業技術研究院95B00034-4,

4/1/2006-12/31/2006.(共同主持人)(700,000元)

16.“設立半導體學院計畫-開班單位績效評比”,工業技術研究院95B00034-2,

4/1/2006-12/31/2006.(共同主持人)(850,000元)

17.“兒童遊具產品安全評估模式之建構,”玩具研發中心,9/1/2005-11/30/2005.(主持人)

(150,000元)

18.“創新服務示範應用機制－無線通訊產業新技術應用之探討”,經濟部工業局,

9/1/2005-12/31/2005.(主持人).(700,000元)

19.“總計畫:協同商務模式建構及應用—以RFID為基礎;子計畫:協同商務於零售業之應

用—以RFID為基礎”,教育部,8/1/2005-07/31/2008.(子計畫主持人).(500,000元)

20.“通訊專業技術人才發展計畫-開班單位績效評估”,經濟部工業局,

8/1/2005-12/15/2005.(共同主持人).(850,000元)

21.“整合類神經網路與貝氏層級法在顧客異質性辨識上之應用(3/3)”,國科會NSC

94-2213-E-027-001,8/1/2005-7/31/2006.(主持人)(508,000元)

22.“整合類神經網路與貝氏層級法在顧客異質性辨識上之應用(2/3)”,國科會NSC

93-2213-E-027-003,8/1/2004-7/31/2005.(主持人)(502,500元)

23.“整合類神經網路與貝氏層級法在顧客異質性辨識上之應用(1/3)”,國科會NSC

92-2213-E-027-015,8/1/2003-7/31/2004.(主持人)(562,800元)

24.“C o n s t r u c t i o n o f S a f e t y E v a l u ation Model for Taiwan Children's Commodities—Case Study

o f S l i d e r,”T h e T a i w a n C h i l d r e n's C o m m o d i t i e s R&.D C e n t e r,4/1/2004-9/30/2004.(主持人) (270,000元)

25.“運用類神經網路與貝氏層級法在資料庫行銷中顧客價值之分析”,國科會NSC

91-2416-H-027-001,8/1/2002-7/31/2003.(主持人)(517,400元)

26.“整合神經網路及分類迴歸樹建構顧客分類模式暨顧客關係之管理及探勘”,國科會

NSC90-2218-E-027-009,8/1/2001-7/31/2002.(主持人)(318,600元)

27.“整合軟性計算與無母數分類迴歸樹在建構企業危機預警模式上之應用”,國科會NSC

90-2218-E-027-012,8/1/2001-7/31/2002.(主持人)(362,800元)

28.“應用多元適應性雲形迴歸與類神經網路於顧客資料探勘”,國科會NSC

90-2218-E-027-008,8/1/2001-7/31/2002.(共同主持人)(379,000元)

29.“整合傳統財務指標與智慧資本以建構企業危機預警系統-類神經網路與MARS之應用”,

國科會NSC90-2218-E-030-002,8/1/2001-7/31/2002.(共同主持人)(400,600元)

30.“製商整合科技教育改進專案”,教育部顧問室,1/1/2001-12/31/2001.(參與人員)

31.“中央造幣廠舊幣回收分類自動化設備專案”,中央造幣廠,8/1/2000-7/31/2001.(主持人)

32.“流通業電子供應鏈系統之建構暨顧客關係之管理及探勘”,國科會NSC

89-2213-E-027-040,8/1/2000-7/31/2001.(主持人)(237,400元)

33.“整合神經網路及迴歸分析建構自動化網路商店擴散模式系統之研究”,國科會NSC

89-2213-E-027-039,8/1/2000-7/31/2001.(主持人)(248,000元)

34.“整合有母數及無母數分析方法於商業自動化之研究─以建構信用卡發卡辨識系統為

例”,國科會NSC,8/1/2000-7/31/2001.(共同主持人)(409,100元)

35.“發展統計製程管制及類神經網路之自動化系統以監督多注頭製程”,國科會NSC,

8/1/2000-7/31/2001.(共同主持人)(409,100元)

36.“供應鏈存貨政策長鞭效應因應對策之研究”,國科會NSC,8/1/2000-7/31/2001.(共同主

持人)(258,600元)

37.“整合工程製程品管與類神經網路在發展相關性製程參數平移量辨識系統之應用,”國

科會NSC89-2213-E-030-004,8/1/1999-7/31/2000.(主持人)(316,900元)

38.“利用類神經網路發展相關性製程參數平移量之辨識系統,”國科會NSC

89-2213-E-030-005,8/1/1999-7/31/2000.(主持人)(366,700元)

39.“整合統計製程管制、工程製程控制、及類神經網路以分辨製程干擾型態之研究,”國科

會NSC89-2213-E-030-007,8/1/1999-7/31/2000.(共同主持人)(295,700元)

40.“信用卡行銷策略與持卡者資料探勘之研究,”輔仁大學法管學院M8803,

8/1/1999-7/31/2000.(主持人)(145,000元)

41.“台新銀行信用卡申請審查暨自動化評分系統建構,”台新銀行信用部，

6/01/1999-12/31/1999.(主持人)(150,000元)

42.“台灣電力公司人力標準員額配置方法之研究,”7/1/1999-6/31/2000.(共同主持人)

(2,000,000元)

43.“利用類神經網路決定衰減性資料之壽命試驗終止時間,”國科會NSC88-2213-E-030-004,

8/1/1998-7/31/1999.(主持人)(326,400元)

44.“整合複回歸分析、時間序列分析、類神經網路、及模糊時間序列分析以預測我國半導

體產業未來趨勢之研究,”國科會NSC88-2213-E-030-006,8/1/1998-7/31/1999.(共同主持人)(359,300元)

45.“用基因工程來解決時窗限制下車輛途程問題之研究,”國科會NSC87-2213-E-030-007,

8/1/1997-12/31/1998.(主持人)(349,800元)

46.“利用類神經路發展衰減性資料之可靠度預測模式,”國科會NSC87-2213-E-008-021,

8/1/1997-12/31/1998.(共同主持人)(303,100元)

47.“亞太地區融市場之比較、互動與整合─亞洲新興市場外國股權限制、價格差異與報酬

互動之研究﹣中國大陸與泰國股市比較,”國科會NSC87-2418-H-030-002E24, 8/11997-7/31/1998.(共同主持人)(392,800元)

48.“類神經網路在品質管制圖上之應用,”輔仁大學法管學院M8704,8/1/1998-7/31/1999.

(主持人)(150,000元)

49.“台北地區資訊賣場顧客關係品質之研究,”輔仁大學法管學院M8703,

8/1/1998-7/31/1999.(共同主持人)(150,000元)

50.“大學生購買圖書行為暨傾向之調查,”輔仁大學法管學院M8602,8/1/1997-7/31/1998.

(共同主持人)(150,000元)

51.“發光二極體(LED)晶粒壽命之估計,”新竹科學園區漢光科技股份有限公司，

2/25/1998-8/25/1998.(共同主持人)(650,000元)

52.“台灣鐵路管理局人力評鑑專案,”台灣鐵路管理局，鐵字第002606號，

12/26/1997-8/10/1998.(共同主持人)(3,500,000元)