Brief Bio

Select Publications

Teaching

現職 Employment

Professor, Department of Management Information Systems, National Chiayi University, Taiwan

國立嘉義大學資訊管理學系 教授

學歷 Education

PhD, The University of Texas at Arlington, USA 

德州大學阿靈頓分校工業及製造系統工程系博士 

經歷 Work Experience

• Professor, Department of Management Information Systems, National Chiayi University, Taiwan 

國立嘉義大學資訊管理學系教授，自 2011/08 至

今  

• Associate Professor, Department of Management Information Systems, National Chiayi University, Taiwan 

國立嘉義大學資訊管理學系副教授，自 2008/08

至2011/07 

• Assistant Professor, Department of Management Information Systems, National Chiayi University, Taiwan 

國立嘉義大學資訊管理學系助理教授，自2005/08至2008/07 

• Assistant Professor, Department of Industrial Engineering, DaYehUniversity, Taiwan 

大葉大學工業工程學系助理教授，自 2000/02至2005/07 

• Assistant Professor, Department of Management Information Systems, Hungkuang University, Taiwan 

弘光科技大學資訊管理學系助理教授，自 1997/08至2000/01 

研究興趣 Research Interests 

• Data Mining 

資料探勘

• Medical Image Processing 

醫學影像處理

• Deep Learning 

深度學習 

• Soft Computing  

軟性計算  

1. Yeh, J.-Y., S.-Y. Wu, and S. Chan (2021), "Using a Region Growth Algorithm and Deep Reinforcement Learning for Detecting Breast Arterial Calcification in Mammograms," accepted by Journal of Information Science and Engineering (SCI)

2. Yeh, J.-Y. T.-L. Lin and S. Chan (2021), "Predicting Breast Density of Digital Breast Tomosynthesis from 2D Mammograms", accepted by IETE Journal of Research (SCI).

3. Yeh, J. Y., & Chan, S. (2020), “Deep Learning YOLO-based CAD for Breast Cancer Detection in Digital Breast Tomosynthesis,“ Basic & Clinical Pharmacology & Toxicology, Vol. 126, Issue S1,pp. 40-41 (SCI).

4. Chan, S., & Yeh, J. Y. (2019), “ Comparison Between Feature-Based and Convolutional Neural Network Based Computer-Aided Diagnosis for Breast Cancer Classification in Digital Breast Tomosynthesis,” Journal of Biotechnology Research, Vol. 5, No. 1, pp. 1-18.

5. Yeh, J.-Y. and S. Chan (2018), “Decomposition and Recompilation of Mammograms for Breast Tumor Detection,” Expert Systems, Vol. 35, No. 2, pp. e12243 (SCI).

6. Yeh, J.-Y., S. Chan, and T.-H. Wu (2016), “Mining Breast Cancer Classification Rules from Mammograms,” Journal of Intelligent Systems, Vol. 25, No.1, pp.19–36.

7. Wu, T.-H., J.-Y. Yeh, and Y.-M. Lee (2015), "A Particle Swarm Optimization Approach with Refinement Procedure for Nurse Rostering Problem," Computers & Operations Research, Vol. 54, pp. 52–63 (SCI).

8. 葉進儀 (2015)，膠囊內視鏡影像之異常樣式偵測，技術學刊，第三十卷第三期，頁1-17 (EI)。

9. Yeh, J.-Y., T.-H. Wu, W.-J. Tsai (2014), "Bleeding and Ulcer Detection Using Wireless Capsule Endoscopy Images," Journal of Software Engineering and Applications, Vol. 7, No.5, pp. 422-432.

10. 葉進儀、林軒仲 (2014)，結合基因演算法與模擬退火法於多重DNA序列之比對，品質學報，第二十一卷第五期，頁305-328。

11. 葉進儀、李貞儀 (2013)，抗核抗體免疫螢光顯影分析之處理方法評估，技術學刊，第二十八卷第一期，頁45-60 (EI)。

12. 葉進儀、廖冠傑 (2011)，數量關聯規則探勘之項目離散化方式評估，品質學報，第十八卷第六期，頁1-29。

13. J.-Y. Yeh, T.-H. Wu, and C.-W. Tsao (2011), “Using Data Mining Techniques to Predict Hospitalization of Hemodialysis Patients," Decision Support Systems, Vol. 50, No. 2, pp. 439-448 (SCI).

14. J.-Y. Yeh, W.-S. Lin, C.-H. Wang, and Y.-C. Hsu (2010), "What motivates people to search online? Antecedences and comparisons among different buys," African Journal of Business Management, Vol.4 (1).

15. 葉進儀、謝祖怡、黃嘉政、楊雅琇 (2010)，ANA 免疫螢光顯影影像分類之電腦輔助系統建置，醫療資訊雜誌，第十九卷第二期，頁41-62。

16. T.-H. Wu, M.-H. Chen, and J.-Y. Yeh (2010), “Measuring the performance of police forces in Taiwan using data envelopment analysis,” Evaluation and Program Planning, Vol. 33, No. 3, pp. 246-254. (SSCI).

17. Yeh, J.-Y. and T.-H. Wu (2010), “Cascade of Genetic Algorithm and Decision Tree for Cancer Classification on Gene Expression Data,” Expert Systems, Vol. 27, No. 3, pp.201-218 (SCI). 

18. T.-H. Wu, C.-C. Chang, J.-Y. Yeh (2009), “A hybrid heuristic algorithm adopting both Boltzmann function and mutation operator for manufacturing cell formation problems,” International Journal of Production Economics, Vol. 120, No. 2, pp. 669–688 (SCI).

19. Lin, W.S., Yeh, J.Y. and Chen, Y.Y. (2009), “Determinants of User Adoption of E-payment Services,” Journal of American Academy of Business, Vol. 14, No. 2, pp.224-229.

20. 葉進儀、吳泰熙、李凱平 (2009)，結合模糊理論及馬可夫鏈評估顧客價值，資訊管理學報，第16卷第1期，頁109-134 (TSSCI)。

21. 葉進儀、林彣珊、郭文熙 (2008)，應用以約定值為基礎之演算法於關聯規則探勘，資訊管理學報，第15卷第4期，頁123-149 (TSSCI)。

22. Yeh, J.-Y. (2008), "Applying Data Mining Techniques for Cancer Classification on Gene Expression Data," Cybernetics and Systems, Vol.39, No.6, pp. 583-602 (SCI).

23. Yeh, J. Y. and J.C. Fu (2008), “A Hierarchical Genetic Algorithm for Segmentation of Multi-Spectral Human-Brain MRI,” Expert Systems with Applications, Vol. 34, No. 2, pp. 1285-1295 (SCI).

24. 葉進儀、林彣珊、朱慶餘 (2007)，應用平行基因演算法解護理人員排班問題，品質學報，第14卷第3期，頁337-350。

25. Yeh, J.Y. and J.C. Fu (2007), “Parallel adaptive simulated annealing for computer-aided measurement in functional MRI analysis,” Expert Systems with Applications, Vol. 33, No. 3, pp. 706-715 (SCI).

26. Yeh, J.Y. and W.S. Lin (2007), “Improving Quality Care with Nurse Scheduling in a Hospital Emergency Department Using Simulation and Genetic Algorithm,” Expert Systems with Applications, Vol. 32, No. 4, pp. 1073-1083 (SCI).

27. Yeh, J.Y., T.-H. Wu, and J.M. Chang (2007), “Parallel Genetic Algorithms for Product Configuration Management on PC Cluster Systems,” International Journal of Advanced Manufacturing Technology, Vol. 31, No. 11-12, pp. 1233-1242 (SCI).

28. 葉進儀、吳泰熙、張維昌 (2006)，結合平行基因演算法與排列啟發式方法解二維長方形排列問題，品質學報，第13卷第1期，頁59-70。

29. T.-H. Wu, J.Y. Yeh, and C.C. Chang (2005), “Solving generalized assignment problem using Lagrangian relaxation,” Journal of Quality, Vol. 12, No. 4, pp. 313-322.

30. Fu, J.C., S.K. Lee, S.T.C. Wong, J.Y. Yeh, A.H. Wang, and H.K. Wu (2005), “Image Segmentation Feature Selection and Pattern Classification for Mammographic Microcalcifications,” Computerized Medical Imaging and Graphics, Vol. 29, pp. 419-429 (SCI).

31. Yeh, J.Y. and J.C. Fu (2005), “Double Simulated Annealing for Functional MRI Analysis,” Journal of Chinese Institute of Industrial Engineering, Vol. 22, No. 6, pp. 497-508 ((2006 CIIE best paper award, EI, TSSCI).

32. Yeh, J.Y., J. C. Fu, C.C. Wu, Z. B. Lu, and J. W. Chai (2005), “Myocardial Border Detection by Branch-and-Bound Dynamic Programming in Magnetic Resonance Images,” Computer Methods and Programs in Biomedicine, Vol. 79, No. 1, pp. 19-29 (SCI).

33. Yeh, J.Y., and T.H. Wu (2005), “Solutions for Product Configuration Management—An Empirical Study,” Artificial Intelligence for Engineering Design, Analysis and Manufacturing, Vol. 19, No. 1, pp. 39-47.

34. Wu, T.H, J.F. Chen, and J.Y. Yeh (2004), “A decomposition approach to the cell formation problem with alternative process plans,” International Journal of Advanced Manufacturing Technology, Vol. 24, pp. 834-840 (SCI).

35. 吳泰熙、葉進儀、黃玟錫 (2004)，以模擬退火演算法求解不規則物件排列問題，技術學刊，第19卷第3期，頁213-220 (EI)。

36. 葉進儀、楊灣讚 (2004)，結合等候理論及模擬技術於郵局櫃臺等候時間之改善，技術學刊，第19卷第3期，頁283-290 (EI)。

37. Wu, T.H, J.Y. Yeh, and Y.R. Syau (2004), “A tabu search approach to the generalized assignment problem,” Journal of Chinese Institute of Industrial Engineering, Vol. 21, No. 3, pp. 301-311 (EI, TSSCI).

38. 葉進儀、蕭嘉贊、張浚銘、傅家啟 (2004)，應用混合式編碼於動態醫學影像之壓縮，大葉學報，第13卷第1期，頁77-87。

39. Low, C., J.Y. Yeh, and K.I. Huang (2004), “A robust simulated annealing heuristic for flow shop scheduling problems,” International Journal of Advanced Manufacturing Technology, Vol. 23, pp. 762-767 (SCI).

40. 駱景堯、葉進儀、許瑞麟 (2004)，批量分割於零工程排程之影響分析，工業工程學刊，第21卷第2期，頁193-202 (EI, TSSCI)。

41. 駱景堯、葉進儀、駱芳梧 (2003)，整備與拆卸時間考量之開放型排程問題之求解模式建立，工業工程學刊，第20卷第6期，頁565-574 (EI, TSSCI)。

42. 葉進儀、黃寶賢 (2003)，應用基因演算法於半導體製程之最佳化品質控制研究，工業工程學刊，第20卷第6期，頁625-635 (EI, TSSCI)。

43. 葉進儀、駱景堯、吳軍劼 (2003)，使用物件導向模擬技術及基因演算法探討某教學醫院健檢之設施規劃最佳化研究，技術學刊，第18卷第1期，頁91-102 (EI)。

44. 傅家啟、盧宗斌、蔡志文、葉進儀、鄧世剛 (2003)，動態規劃及Snake演算法於磁振影像左心室心內膜檢測及平滑化，大葉學報，第12卷第1期，頁29-36。

45. Fu, J.C., J.W. Chai, S.T.C. Wong, J.J. Deng, and J.Y. Yeh (2002), “De-noising of Left Ventricular Myocardial Borders in Magnetic Resonance Images,” Magnetic Resonance Imaging, Vol. 20, pp. 649-657 (SCI).

46. 葉進儀、陳民枝、吳軍劼 (2002)，使用UML與模擬技術於醫院急診室流程改善之研究—以中部某區域教學醫院為例，大葉學報，第11卷第1期，頁91-102。

47. 葉進儀、陳民枝 (2001)，應用模擬技術及參考國外門診流程於國內醫療院所門診流程改善之研究，大葉學報，第10卷第2期，頁91-99。

48. 方國權、吳玉琛、范煥榮、葉進儀、賴坤助、陳惠鋗 (2000)，應用適當之沉降模式於台中地區乾沉降之計算，弘光學報第36期，pp 149-160。

49. Yeh, J. (1998), “Object-Oriented Design Methodology and Implementation of an Optimizing Run-to-Run Controller for Semiconductor Manufacturing Processes,” 弘光學報, Vol. 31，pp. 227-250.

50. Del Castillo, E., and Yeh, J. (1998), “An Adaptive Run-to-Run Optimizing Controller for Linear and Non-linear Semiconductor Processes,” IEEE Transactions on Semiconductor Manufacturing, Vol. 11, No. 2, pp. 285-295. (SCI)