1. 榮獲2024「終身科學影響力排名全球前2%頂尖科學家」 ( by Stanford University and Elsevier BV，全台灣共1759位學者獲選)

2. 榮獲「 2024年科學影響力排名全球前2%頂尖科學家」 ( by Stanford University and Elsevier BV)

3. 榮獲2023「終身科學影響力排名全球前2%頂尖科學家」 ( by Stanford University and Elsevier BV，全台灣共1669位學者獲選)

4. 榮獲「 2023年科學影響力排名全球前2%頂尖科學家」 ( by Stanford University and Elsevier BV)

5. 榮獲2022「終身科學影響力排名全球前2%頂尖科學家」 ( by Stanford University and Elsevier BV，全台灣共1579位學者獲選))

6. 榮獲「 2022年科學影響力排名全球前2%頂尖科學家」 ( by Stanford University and Elsevier BV)

7. 榮獲2021「終身科學影響力排名全球前2%頂尖科學家」 ( by Stanford University and Elsevier BV，全台灣共1372位學者獲選))

8. 榮獲「 2021年科學影響力排名全球前2%頂尖科學家」 ( by Stanford University and Elsevier BV)

9. 榮獲2020「終身科學影響力排名全球前2%頂尖科學家」 ( by Stanford University and Elsevier BV，全台灣共1479位學者獲選))

10. 榮獲「2020 年科學影響力排名全球前2%頂尖科學家」 ( by Stanford University and Elsevier BV)

11. 93、94、96、99、102、104、107、110年度獲萬能科技大學研究卓越獎

12. 107-113年度國科會補助大專校院研究獎勵

13. 100-106年度國科會特殊優秀研究人才獎勵

14 2013, 2018, 2020, 2024 Best Reviewer Award, OMEGA Journal

15. 2022 Best Reviewer Award, Journal of the Operational Research Society

研究計畫：

(A)國科會專題研究計畫

1. 模糊層級包絡分析模式之發展與應用 (NSTC 114-2410-H-238-003)

2025.8.1~2026.7.31.

2. 模糊Malmquist生產力指數之發展與應用 (NSTC 113-2410-H-238-002) 2024.8.1~2025.7.31.

3. 模糊多年期與多生產階段資料包絡分析模式之發展與應用 (MOST 111-2410-H-238-001- MY2) 2022.8.1~2024.7.31.

4. 具群體決策功能之資料包絡分析模式發展與應用 (MOST 110-2410-H-238-002) 2021.8.1~2022.7.31.

5. 變動規模報酬下模糊交叉效率模式之發展與應用 (MOST 109-2410-H-238-003) 2020.8.1~2021.7.31.

6. 具排序型與區間型資料之網絡資料包絡分析模式發展與應用 (MOST 108-2622-H-238-001-MY2) 2019.8.1~2021.7.31

7. 模糊交叉效率評估模式之發展與應用 (MOST 106-2410-H-238-001-MY2) 2017.8.1~2019.7.31

8. 以交叉效率與變異數係數於決策單位績效之排序 (MOST 104-2410-H-238-002-MY2) 2015.8.1~2017.7.31

9. 具模糊資料與保證區域之多年期績效評估 (MOST 103-2410-H-238-005) 2014.8.1~2015.7.31

10. 以數學規劃法求解具粗略觀測值之樣本變異係數 (NSC 102-2416-H-238-005)

2013.8.1~2014.7.31

11. 模糊反向式幾何規劃之求解與應用 (NSC 101-2416-H-238-005-MY2)

2012.8.1~2014.7.31

12. 模糊兩階段資料包絡分析模式之效率值計算與排序 (NSC 100-2416-H-238-006)

2011.8.1~2012.7.31

13. 模糊投資組合最佳化問題之研究 (NSC 98-2416-H-238-004-MY2) 2009.8.1~2011.7.31

14. 粗略參數下二次規劃問題之求解與應用 (NSC 96-2416-H-238-002-MY2) 2007.8.1~2009.7.31

15. 模糊幾何規劃於模糊存貨利潤最大化之研究 (NSC 95-2416-H-238-004) 2006.8.1~2007.7.31

16. 以擴展法則為基求解模糊幾何規劃問題之研究(2/2) (NSC 94-2416-H-238-001) 2005.8.1~2006.7.31

17. 以擴展法則為基求解模糊幾何規劃問題之研究(1/2) (NSC 93-2416-H-238-005) 2004.8.1~2005.7.31

18. 以數學規劃法評比模糊品質機能展開之設計需求 (NSC 93-2416-H-238-009) 2004.8.1~2005.7.31

19. 不確定簇項式幾何規劃之研究 (NSC 92-2416-H-238-004) 2003.8.1~2004.7.31

20. 模糊訊號雜音比之求解與應用 (NSC 91-2416-H-238-001) 2002.8.1~2003.7.31

21. 應用排序函數求解模糊線性規劃問題 (NSC 90-2416-H-238-002) 2001.8.1~2002.7.31

22. 模糊數之相關係數隸屬函數解 (NSC 89-2213-E-238-009) 2000.8.1~2001.7.31

 

(B)國科會小產學合作計畫

1. 具共享投入特性之車用電子產品研發專案評選 (NSTC 114-2622-H-238-001)

2025.6.1~2026.5.31

2. 應用模糊交叉效率於人工智慧產品發展之評選 (NSTC 113-2622-H-238-001)

2024.6.1~2025.5.31

3. 以模糊訊號雜音比於生產製程規劃之評估 (NSTC 112-2622-H-238-001)

2023.6.1~2024.5.31

4. 不確定環境下應用群體決策技術於生產設施選用 (MOST 111-2622-H-238-001)

2022.6.1~2023.5.31

5. 應用廣義幾何規劃於車用電子業產品之設計 (MOST 110-2622-H-238-001)

2021.6.1~2022.5.31

6. 以差額變數為基礎的交叉效率評估方法評選先進製造技術設備 (MOST109-2622-H-238- 001-CC3) 2020.6.1~2021.5.31

7. 應用交叉效率與訊號雜音比於車用安全系統產品發展之評選 (MOST108-2622-H-238-001 -CC3) 2019.6.1~2020.5.31

8. 結合交叉效率及偏好整合法評選安全監控業供應商 (MOST 106-2622-E-238-001-CC3) 2017.6.1~2018.5.31

9. 以模糊網路資料包絡分析法於車用安全系統業之生產設備選用 (MOST 105-2622-E-238-001-CC3) 2016.6.1~2017.5.31

10. 以模糊變異係數於車用安全系統之生產製程評估 (MOST 104-2622-E-238-001-CC3) 2015.6.1~2016.5.31

11. 模糊環境下安全監視系統產品生產與銷售整合之規劃 (MOST 103-2622-E-238-001-CC3) 2014.6.1~2015.5.31

12. 應用模糊資料包絡分析保證區域模式於安全監控業之產品發展 (NSC 102-2622-E-238 -001-CC3) 2013.6.1~2014.5.31

13. 應用模糊幾何規劃於安全監視系統業之產品設計 (NSC 101-2622-E-238-002-CC3)

2012.6.1~2013.5.31

14. 應用精實六標準差改善安全監視系統業生產流程 (NSC 100-2622-E-238-004-CC3)

2011.6.1~2012.5.31

15. 應用模糊品質機能展開於安全監視系統業之產品設計評估 (NSC 99-2622-E-238-006-CC3)

2009.7.1~2010.6.30

16. 應用六標準差於安全監視系統業之新產品開發 (NSC 98-2622-E-238-007-CC3) 2009.7.1~2009.6.30

17. 以工作分解結構為基礎訂定研發專案時程 (NSC 97-2622-E-238-013-CC3) 2008.8.1~2009.7.31

18. 安全監視系統業綠色品質資訊系統之構建 (NSC 96-2622-E-238-007-CC3) 2007.5.1~2008.4.30

19. 安全監視系統業綠色產品資訊系統之規劃與構建 (NSC 95-2622-E-238-001-CC3) 2006.5.1~2007.4.30

20. 安全監視系統業資訊架構之規劃—以企業入口網站為基礎 (NSC 94-2622-E-238-004-CC3) 2005.5.1~2006.4.30

21. 安全監視系統業之電子化供應鏈系統之構建 (NSC 93-2622-E-238-006-CC3) 2004.5.1~2005.4.30

22. 安全監視系統業之企業資源規劃系統構建與導入 (NSC 92-2622-E-238-006-CC3) 2003.6.1~2004.5.31

23. 結合研發活動之企業資源規劃系統 (NSC 91-2622-E-238-008-CC3) 2002.6.1~2003.5.31

皆刊登或接受於SCI/SSCI期刊共67篇

 

1. Chiang Kao and Shiang-Tai Liu, 2025, A compromise solution approach for efficiency measurement with shared input: The case of tourist hotels in Taiwan, European Journal of Operational Research 321, 895-906 (SCI, MOST111-2410 -H-238-001-MY2).

2. Chiang Kao and Shiang-Tai Liu*, 2022, Stochastic efficiencies of network production systems with correlated stochastic data: The case of Taiwanese commercial banks, Annals of Operations Research, 315, 1151-1174 (SCI, MOST108-2410 -H-238-002-MY2).

3. Chiang Kao and Shiang-Tai Liu, 2022, Group decision making in data envelopment analysis: A robot selection application, European Journal of Operational Research, 297, 592-599 (SCI, MOST108-2410 -H-238-002-MY2).

4. Shiang-Tai Liu* and Yueh-Chiang Lee, 2021, Fuzzy measures for fuzzy cross efficiency in data envelopment analysis, Annals of Operations Research, 300, 369-398 (SCI, MOST106 -2410-H-238-001-MY2).

5. Shun-Cheng Wu, Tim Lu, Shiang-Tai Liu, 2021, A fuzzy approach to support evaluation of fuzzy cross efficiency, Symmetry, 13, 882 (SCI, MOST 109-2410-H-238-003).

6. Chiang Kao, Rui-Zhi Pang, Shiang-Tai Liu, Xue-Jie Bai, 2021, Optimal expansion paths for hospitals of different types: Viewpoint of scope economies and evidence from Chinese hospitals, European Journal of Operational Research, 289, 628-638 (SCI, MOST108-2410 -H-238-002-MY2).

7. Chiang Kao, Rui-Zhi Pang, Shiang-Tai Liu, Xue-Jie Bai, 2021, Most productive types of hospitals: An empirical analysis, OMEGA, 99, 102310 (SCI, MOST108-2410 -H-238-002-MY2).

8. Chiang Kao and Shiang-Tai Liu, 2020, A slacks-based measure model for calculating cross efficiency in data envelopment analysis, OMEGA, 95, 102192 (SCI, MOST108-2410 -H-238-002-MY2).

9. Chiang Kao and Shiang-Tai Liu, 2019, Stochastic efficiency measures for production units with correlated data, European Journal of Operational Research, 273, 278-287 (SCI, MOST106-2410-H-238-001-MY2).

10. Chiang Kao and Shiang-Tai Liu, 2019, Cross efficiency measurement and decomposition in two basic network systems, OMEGA, 83, 70-79 (SCI, MOST104-2410-H-238-002-MY2).

11. Shiang-Tai Liu, 2018, A DEA ranking method based on cross-efficiency intervals and signal-to-noise ratio, Annals of Operations Research, 216, 207-232 (SCI, MOST104- 2410-H- 238-002 –MY2).

12. Tim Lu and Shiang-Tai Liu*, 2018, Fuzzy nonlinear programming approach to the evaluation of manufacturing processes, Engineering Applications of Artificial Intelligence, 72, 183-189 (SCI, NSC102-2410-H-238-005)

13. Chiang Kao and Shiang-Tai Liu, 2016, A parallel production frontiers approach for intertemporal efficiency analysis: The case of Taiwanese commercial banks, European Journal of Operational Research, 255, 411-421 (SCI, 2012 IF=2.038, Ranking: 9/78 in ORMS).

14. Shiang-Tai Liu, 2016, Fractional transportation problem with fuzzy parameters, Soft Computing, 20, 3629-3636 (SCI, NSC101-2410-H-238-005-MY2)

15. Tim Lu and Shiang-Tai Liu*, 2016, Ranking DMUs by Comparing DEA cross-efficiency intervals using entropy measures, Entropy, 18(12), 452 (SCI, MOST104-2410 -H-238-002 -MY2)

16. Shiang-Tai Liu, 2016, A mathematical programming approach to sample coefficient of variation with interval-valued observations, TOP, 24, 1-18 (SCI, NSC102-2410-H-238-005)

17. Chiang Kao and Shiang-Tai Liu, 2014, Measuring performance improvement of Taiwanese commercial banks under uncertainty, European Journal of Operational Research, 235, 755-764 (SCI, 2012 IF=2.038, Ranking: 9/78 in ORMS).

18. Shiang-Tai Liu, 2014, Restricting weight flexibility in fuzzy two-stage DEA, Computers & Industrial Engineering, 74, 149-160 (SCI, NSC100-2410-H-238-006, 2012 IF=1.516, Ranking: 16/42 in Industrial Engineering).

19. Chiang Kao and Shiang-Tai Liu, 2014, Multi-period efficiency measurement in data envelopment analysis: The case of Taiwanese commercial banks, OMEGA, 47, 90-98 (SCI, 2012 IF=3.024, Ranking: 3/78 in ORMS).

20. Shiang-Tai Liu, 2014, Fuzzy efficiency ranking in fuzzy two-stage data envelopment analysis, Optimization Letters, 8, 633-652 (SCI, NSC100-2410-H-238-006, 2012 IF=1.654, Ranking: 18/78 in ORMS).

21. Shiang-Tai Liu, 2012, Solution of fuzzy integrated production and marketing planning based on extension, Computers & Industrial Engineering, 63, 1201-1208 (SCI, NSC100-2410-H-238-006, 2012 IF=1.516, Ranking: 16/42 in Industrial Engineering).

22. Chiang Kao, Shiang-Tai Liu, and Hwei Lan Pao, 2012, Assessing improvement in management research in Taiwan, Scientometrics, 92, 75-87 (SSCI, 2012 IF=2.133, Ranking: 7/84 in Information Science & Library Science).

23. Shiang-Tai Liu, 2011, A note on efficiency decomposition in two-stage data envelopment analysis, European Journal of Operational Research, 212, 606-608 (SCI, NSC98-2410-H-238-004-MY2, 2012 IF=2.038, Ranking: 9/78 in ORMS)

24. Shiang-Tai Liu, 2011, Fuzzy measures for profit maximization with fuzzy parameters, Journal of Computational and Applied Mathematics, 236, 1333-1342 (SCI, NSC98-2410-H-238-004-MY2, 2011 IF=1.112, Ranking: 62/245 in Applied Mathematics)

25. Shiang-Tai Liu, 2011, A fuzzy modeling for fuzzy portfolio optimization, Expert Systems with Applications, 38, 13803-13809 (SCI, NSC98-2410-H-238-004-MY2, 2011 IF=2.203, Ranking: 5/77 in ORMS).

26. Shiang-Tai Liu, 2011, The Mean-absolute deviation portfolio selection problem with interval-valued returns, Journal of Computational and Applied Mathematics 235, 4149-4157 (SCI, NSC98-2410-H-238-004-MY2, 2011 IF=1.112, Ranking: 62/245 in Applied Mathematics)

27. Chiang Kao and Shiang-Tai Liu, 2011, Efficiencies of two-stage systems with fuzzy data, Fuzzy Sets and Systems, 176, 20-35 (SCI, 2011 IF=1.759, Ranking: 11/245 in Applied Mathematics)

28. Shiang-Tai Liu, 2011, Performance measurement of Taiwan financial holding companies: An additive efficiency decomposition approach, Expert Systems with Applications, 38, 5674-5679 (SCI, 2011 IF=2.203, Ranking: 5/77 in ORMS).

29. Shiang-Tai Liu, 2010, Measuring and categorizing technical efficiency and productivity change of commercial banks in Taiwan, Expert Systems with Applications, 37, 2783-2789 (SCI, 2011 IF=2.203, Ranking: 5/77 in ORMS).

30. Shiang-Tai Liu, 2009, A revisit to quadratic programming with fuzzy parameters, Chaos, Solitons and Fractals, 41, 1401- 1407 (SCI, NSC96-2416-H-238-004-MY2, IF=1.222, Ranking: 34/92 in Mathematics, Interdisciplinary Applications).

31. Chiang Kao and Shiang-Tai Liu, 2009, Stochastic data envelopment analysis in measuring the efficiency of Taiwan commercial banks, European Journal of Operational Research, 196, 312-322 (SCI, 2011 IF=1.815, Ranking: 6/77 in ORMS)

32. Shiang-Tai Liu, 2009, Quadratic programming with fuzzy parameters: a membership function approach, Chaos, Solitons and Fractals, 40, 237-245 (SCI, NSC96-2416-H-238-004-MY2, IF=1.222, Ranking: 34/92 in Mathematics, Interdisciplinary Applications).

33. Shiang-Tai Liu and Rong Tsu Wang, 2009, Efficiency measures of PCB manufacturing firms using relational two-stage data envelopment analysis, Expert Systems with Applications, 36, 4935-4939 (SCI, 2011 IF=2.203, Ranking: 5/77 in ORMS).

34. Shiang-Tai Liu, 2009, Using geometric programming to profit maximization with interval coefficients and quantity discount, Applied Mathematics & Computation, 209, 259-265 (SCI, NSC95-2416-H-238-004, 2011 IF=1.317, Ranking: 44/245 in Applied Mathematics).

35. Shiang-Tai Liu, 2009, Slacks-based efficiency measures for predicting bank performance, Expert Systems with Applications, 36, 2813-2818 (SCI, 2011 IF=2.203, Ranking: 5/77 in ORMS).

36. Shiang-Tai Liu and Mang Chung, 2009, Fuzzy efficiency measures in fuzzy DEA/AR with application to university libraries, Expert Systems with Applications, 36, 1105-1113 (SCI, SCI, 2011 IF=2.203, Ranking: 5/77 in ORMS).

37. Shiang-Tai Liu and Chiang Kao, 2009, Matrix games with interval data, Computers & Industrial Engineering, 56, 1697-1700 (SCI, 2011 IF=1.589, Ranking: 9/42 in Industrial Engineering)

38. Shiang-Tai Liu, 2008, Posynomial geometric programming with interval exponents and coefficients, European Journal of Operational Research, 186, 17-27 (SCI, NSC94-2416-H- 238-001, 2011 IF=1.815, Ranking: 6/77 in ORMS).

39. Shiang-Tai Liu, 2008, Fuzzy profit measures for a fuzzy economic order quantity model, Applied Mathematical Modelling, 32, 2076-2086 (SCI, NSC95-2416-H-238-004, 2011 IF=1.579, Ranking: 19/92 in Mathematics, Interdisciplinary Applications).

40. Shiang-Tai Liu, 2008, A fuzzy DEA/AR approach to the selection of flexible manufacturing systems, Computers & Industrial Engineering, 54, 66-76 (SCI, 2011 IF=1.589, Ranking: 9/42 in Industrial Engineering)

41. Shiang-Tai Liu, 2007, Geometric programming with fuzzy parameters in engineering optimization, International Journal of Approximate Reasoning, 46, 17-27 (SCI, NSC94-2416-H 238-001, 2010 IF=1.679, Ranking: 37/108 in Computer Science: Artificial Intelligence).

42. Shiang-Tai Liu, 2007, Profit maximization with quantity discount: an application of geometric programming, Applied Mathematics & Computation 190, 1723-1729 (SCI, NSC95-2416-H-238-004, 2010 IF=1.534, Ranking: 29/204 in Applied Mathematics).

43. Shiang-Tai Liu, 2007, A computational method for the maximization of long-run and short-run profit, Applied Mathematics & Computation 186, 1104-1112 (SCI, NSC94-2416-H-238-001, 2010 IF=1.534, Ranking: 29/204 in Applied Mathematics).

44. Shiang-Tai Liu and Chiang Kao, 2007, Solution of fuzzy matrix games: an application of the extension principle, International Journal of Intelligent Systems 22 891-903 (SCI, 2008 IF=1.314, Ranking: 57/108 in Computer Science: Artificial Intelligence).

45. Shiang-Tai Liu and Rong Tsu Wang, 2007, A numerical solution method to interval quadratic programming, Applied Mathematics & Computation 189, 1274-1281 (SCI, 2010 IF=1.534, Ranking: 29/204 in Applied Mathematics).

46. Shiang-Tai Liu, 2006, Posynomial geometric programming with parametric uncertainty, European Journal of Operational Research 162, 345-353 (SCI, NSC92-2416-H-238-004, 2010 IF=2.158, Ranking: 6/74 in ORMS).

47. Shiang-Tai Liu, 2006, Computational method for the profit bounds of inventory model with interval demand and unit cost, Applied Mathematics & Computation 183, 499-507 (SCI, NSC93-2416-H-238-005, 2010 IF=1.534, Ranking: 29/204 in Applied Mathematics).

48. Shiang-Tai Liu, 2006, Optimization of a machining economics model with fuzzy exponents and coefficients, International Journal of Production Research 44, 3083-3104 (SCI, NSC93-2416-H- 238-005, 2010 IF=1.033, Ranking: 31/74 in ORMS).

49. Shiang-Tai Liu, 2006, A geometric programming approach to profit maximization, Applied Mathematics & Computation 182, 1093-1097 (SCI, 2010 IF=1.534, Ranking: 29/204 in Applied Mathematics).

50. Rong Tsu Wang and Shiang-Tai Liu, 2006, An economic machining process model with interval parameters, International Journal of Advanced Manufacturing Technology 33 900-910 (SCI, NSC94-2416-H-238-001, 2008 IF=1.128, Ranking: 13/38 in Manufacturing Engineering, corresponding author).

51. Shiang-Tai Liu, 2006, Fuzzy total transportation cost measures for fuzzy solid transportation problem, Applied Mathematics & Computation 174, 927-941 (SCI, 2010 IF=1.534, Ranking: 29/204 in Applied Mathematics).

52. Shiang-Tai Liu, 2005, Rating design requirements in fuzzy quality function deployment via a mathematical programming approach, International Journal of Production Research 43, 497-513 (SCI, NSC93-2416-H-238-009, 2009 IF=0.803, Ranking: 51/73 in ORMS).

53. Shiang-Tai Liu, 2005, Fuzzy measures for fuzzy signal-to-noise ratios, Cybernetics and Systems 36, 151-163 (SCI, NSC91-2416-H-238-001, 2009 IF=0.780, Ranking: 12/19 in Computer Science: Cybernetics).

54. Chiang Kao and Shiang-Tai Liu, 2005, Data envelopment analysis with imprecise data: an application to Taiwan’s machinery firms, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 13, 225-240 (SCI, 2009 IF=1.147, Ranking: 64/102 in Computer Science: Artificial Intelligence, corresponding author).

55. Shiang-Tai Liu and Chiang Kao, 2004, Solving fuzzy transportation problems based on extension principle, European Journal of Operational Research 153, 661-674 (SCI, NSC89-2416-H006-020, 2009 IF=2.093, Ranking: 10/73 in ORMS).

56. Shiang-Tai Liu, 2004, Fuzzy geometric programming approach to a fuzzy machining economics model, International Journal of Production Research 42, 3253-3269 (SCI, NSC92-2416-H- 238-004, 2009 IF=0.803, Ranking: 51/73 in ORMS).

57. Shiang-Tai Liu and Chiang Kao, 2004, Network flow problems with fuzzy arc lengths, IEEE Trans. on Systems, Man, and Cybernetics, Part B 34, 765-769 (SCI, NSC89-2416-H006-020, 2009 IF=3.007 Ranking: 2/19 in Computer Science: Cybernetics).

58. Chiang Kao and Shiang-Tai Liu, 2004, Predicting bank performance with financial forecasts: A case of Taiwan commercial banks, Journal of Banking and Finance 28, 2353-2368 (SSCI, 2009 IF=1.908 Ranking: 6/52 in Finance).

59. Shiang-Tai Liu, 2003, The total cost bounds of the transportation problem with varying demand and supply, OMEGA: The International Journal of Management Science 31, 247-251 (SSCI).

60. Shiang-Tai Liu, 2003, Fuzzy activity times in critical path and project crashing problems, Cybernetics and Systems 34, 161-172 (SCI, NSC90-2416-H238-002).

61. Chiang Kao and Shiang-Tai Liu, 2003, A mathematical programming approach to fuzzy efficiency ranking, International Journal of Production Economics 86, 145-154 (SCI).

62. Shiang-Tai Liu and Chiang Kao, 2002, Fuzzy measure for correlation coefficient of fuzzy numbers, Fuzzy Sets and Systems 128, 267-275 (SCI).

63. Chiang Kao and Shiang-Tai Liu, 2001, Fractional programming approach to fuzzy weighted average, Fuzzy Sets and Systems 120, 65-74 (SCI).

64. Chiang Kao and Shiang-Tai Liu, 2000, Data envelopment analysis with missing data: an application to university libraries in Taiwan, Journal of the Operational Research Society 51(8), 897-905 (SCI, SSCI).

65. Chiang Kao and Shiang-Tai Liu, 2000, Fuzzy efficiency measures in data envelopment nalysis, Fuzzy Sets and Systems 113, 427-437 (SCI).

66. Chiang Kao and Shiang-Tai Liu, 1999, Competitiveness of machinery firms: an application of fuzzy weighted average, IEEE Trans. on Systems, Man, and Cybernetics, Part A 29, 661-667 (SCI).

67. Chiang Kao and Shiang-Tai Liu, 1997, Operations research applications in Taiwan: A linguistic approach, European Journal of Operational Research 103, 628-634 (SCI).

1. Shiang Tai Liu, 2012, The efficiency measurement and ranking of fuzzy relational data envelopment analysis, 2012 French Operations Research and Decision Making Conference, Angers, France (CD format).

2.Shiang Tai Liu, 2011, Measuring the efficiency change of Taiwan financial holding companies: A relational data envelopment analysis, 14th Applied Stochastic Models and Data Analysis Conference, Rome, Italy (CD format).

3. Shiang Tai Liu, 2010, Solving portfolio optimization problem based on extension principle, 23rd IEA/AIE, Conference on Operational Research, Cordoba, Spain (CD format).

4. Shiang Tai Liu, 2009, An efficiency decomposition approach to measure the performance of Taiwan financial holding companies, 23rd European Conference on Operational Research, Bonn, Germany (CD format).

5. Shiang Tai Liu, 2008, A relational DEA approach to measure the efficiencies of PCB Manufacturing firms, Flexible Automation & Intelligent Manufacturing 2008 Conference, Skövde, Sweden, 910-915.

6. Shiang Tai Liu, 2007, Solving quadratic programming with fuzzy parameters based on extension principle, 2007 IEEE International Conference on Fuzzy Systems, London, United Kingdom (CD format, indexed as EI).

7. Shiang Tai Liu, 2006, A fuzzy geometric programming approach to a fuzzy economic order quantity model, 2006 International Conference on Fuzzy Sets and Soft Computing in Economics and Finance (FSSCEF), St. Petersburg, Russia, 80-90.

8. Shiang Tai Liu, 2005, Geometric programming with fuzzy exponents and coefficients, 17th IMACS World Congress Scientific Computation, Applied Mathematics and Simulation, Paris, France (CD format).

9. Shiang Tai Liu, 2004, Geometric programming with fuzzy parameters, Proceedings of the 17th European Meeting on Cybernetics and Systems Research, Vienna, Austria, 453-457.

10. Shaing Tai Liu, 2003, Optimization of fuzzy machining economics problem via fuzzy geometric programming, The 8th Annual International Conference on Industrial Engineering, Las Vegas, USA, 111-117. (CD format).

11. Shaing Tai Liu, 2003, Fuzzy total cost bounds for fuzzy solid transportation problem, Proceedings of the 10th IFSA World Congress (IFSA 2003), Istanbul, Turkey, 528-531.

12. Shiang Tai Liu, 2002, Critical path and project crashing with fuzzy activity times, The 7th Annual International Conference on Industrial Engineering, Busan, Korea, 64-67 (CD format).

13. Shiang Tai Liu, 2002, Signal-to-noise ratios using fuzzy numbers, Proceeding of the 9th Bellman Continuum and International Workshop on Uncertain Systems and Soft Computing, Beijing, China, 282-288.

14. Shiang Tai Liu, 2001, Minimum cost flow problems with fuzzy arc lengths, The 5th World Multiconference on Systemics, Cybernetics and Informatics (SCI 2001) Orlando, USA (CD format).

15. Shiang Tai Liu, 2000, Correlation coefficient of fuzzy numbers: a membership function approach, Proceeding of International Workshop on Intelligent Systems Resolutions, National Tsing Hua University, Hsinchu, Taiwan, 240-244.

16. Shiang Tai Liu, 2000, Measuring the efficiency of Taiwan machinery firms: an application of fuzzy data envelopment analysis, Proceeding of the Sixth Pacific Management Conference, National Cheng Kung University, Tainan, Taiwan, 56-67.

17. 劉祥泰、高強，民國八十九年，模糊資料包絡法於銀行之經營績效預估，決策分析方法與應用研討會，台北銘傳大學，59-70。

18. 劉祥泰、高強，民國八十八年，分數規劃法求解模糊加權平均問題，中國工業工程八十八年年會，新竹清華大學。

19. 劉祥泰，民國八十八年，模糊資料包絡分析模式之技術與規模效率及對偶模式，第十四屆全國技職教育研討會，台南崑山技術學院，61-68。

20. 劉祥泰，民國八十七年，以模糊加權平均法評估機械業管理及技術水準，數量管理與應用研討會，台南成功大學，53-60。

21. 劉祥泰，民國八十七年，模糊資料包絡分析模式之效率改進解，中國工業工程八十七年年會，彰化大業大學。

1. Chiang Kao and Shiang Tai Liu, 2007, Data Envelopment Analysis with Missing Data. In J. Zue and W.D. Cook (Eds), Modeling Irregularities and Structural Complexities in Data Envelopment Analysis. Springer: New York, 291-304.

 

2. Chiang Kao and Shiang Tai Liu, 2007, Predicting Bank Performance: A Distributional Approach. In L.M. Cornwall (Eds), New Developments in Banking and Finance. Nova Science Publisher: New York, 201-219.