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姓名:林詩偉
職稱:教授
分機:(03)2118800 轉 5811
信箱:swlin@mail.cgu.edu.tw
個人網頁:中文 English
學歷:國立台灣科技大學工業管理博士
專長領域:通用啟發式演算法之應用、排程、車輛途程問題、機器學習
實驗室: 決策與最佳化實驗室 (Decision and Optimization Lab.) 

 

現職:

長庚大學 資訊管理學系 教授, 109.02.01~
長庚大學 資訊管理學系 教授兼主任, 105.08.01~109.01.31
長庚大學 管理研究所 合聘教授, 105.08.01~
明志科技大學 工業工程與管理系 合聘教授, 105.08.01~
基隆長庚急診醫學科 合聘研究員, 111.01.01~
IEEE Access, Associate Editor, 107.09.01~
PLOS ONE, Associate Editor, 107.10.01~
Mathematics, Section Editor, 110.4/1~
 

經歷:

林口長庚醫院 神經內科 合聘研究員, 105.01.01~110.12.31
工業工程學刊 執行編輯 98.01.01~99.12.31
工業工程學刊 助理編輯 96.01.01~97.12.31
長庚大學資管系 專任副教授 97.02.01~102.07.31
華梵大學資管系 專任副教授 96.02.01~97.07.31
華梵大學資管系 專任助理教授 93.08.01~96.01.31
華梵大學資管系 兼任助理教授 93.02.01~93.07.31
雲林科技大學設計運算研究所 兼任助理教授 92.08.01~93.01.31
台灣科技大學工管系 兼任助理教授 92.02.01~93.07.31
中國技術學院企管系 專任助理教授 91.08.01~93.07.31

得獎記錄:

  • 2024年 入榜 2024 Best Scientists (最佳科學家)(電腦科學領域)
  • 2023年 入榜 2023 Best Scientists (最佳科學家)(電腦科學領域 和 數學領域)
  • 2022年 入榜 2022 Best Scientists (最佳科學家)(電腦科學領域 和 數學領域)
  • 2024年 入榜 2023年全球前2%頂尖科學家
  • 2024年 入榜 全球前2%終身成就頂尖科學家
  • 2023年 入榜 2023年全球前2%頂尖科學家
  • 2023年 入榜 全球前2%終身成就頂尖科學家
  • 2022年 入榜 2021年全球前2%頂尖科學家
  • 2022年 入榜 全球前2%終身成就頂尖科學家
  • 2021年 入榜 2020年全球前2%頂尖科學家
  • 2021年 入榜 全球前2%終身成就頂尖科學家
  • 長庚大學 102年度 優良教師研究獎
  • 中國工業工程學會 99年度 優秀青年工業工程師獎
  • 長庚大學 98年度 優良教師研究獎
  • 華梵大學 94年度 教學優良教師獎
  • 華梵大學 93年度 輔導優良教師獎
  • 台灣科技大學 84學年度 工業管理系二技部 學業成績第一名畢業
  • 陸軍 83年 優秀義務役軍官總司令獎

教授課程:

組合最佳化、電子商務、C程式語言設計、統計學、生產與作業管理、顧客關係管理、研究方法與論文寫作、資訊管理專題研究、網頁程式設計(一)(二)、論文寫作方法

國科會(科技部)計畫

工作職稱 計畫名稱 時間
計畫主持人 全通路零售之最後一哩路配送物流—考量同時收送貨、共享、收貨點、聯盟、綠能之車輛途程問題 (NSTC 112-2410-H-182-002-MY3) 112.08.01~115.07.31
計畫主持人 考量智慧櫃之城市物流最佳化模型之研究-針對最後一哩的送貨與收貨 (Most 109-2410-H-182-009-MY3) 109.08.01~112.07.31
計畫主持人 新型態物流最佳化模型之研究 (MOST 107-2410-H-182-005-MY2) 107.08.01~109.07.31
計畫主持人 具必訪性顧客和可選擇性顧客之服務途程問題之研究(MOST 105-2410-H-182-009-MY2) 105.08.01~107.07.31
計畫主持人 考慮碳排放量之生產排程最佳化之研究(MOST 104-2410-H-182-011) 104.08.01~105.07.31
計畫主持人 護理人員排班問題之研究(MOST 103-2410-H-182-006) 103.08.01~104.07.31
計畫主持人 居家照護途程問題之研究(NSC 101-2410-H-182-004-MY2) 101.08.01~103.07.31
計畫主持人 結合通用啟發式演算法、集成架構和資料串流以提昇記憶基礎理解演算法效能之研究(NSC99-2410-H-182-023-MY2) 99.08.01~101.07.31
計畫主持人 應用分散式搜尋法及集成架構提昇資料探勘效率之研究(NSC97-2410-H-182-020-MY2) 97.08.01~99.07.31
計畫主持人 應用改良型資料探勘技術於銀行危機預警系統之研究(NSC96-2416-H-211-002-) 96.08.01~97.07.31
計畫主持人 具特殊道路幾何限制及個人化目標函數之最短路徑演算法-運用於汽車導航系統
(NSC91-2213-E-163-002)
91.10.01~92.07.31
共同主持人 分派式流程型工廠與彈性裝配系統之供應鏈整合排程(MOST 109-2221-E-027-073) 108.08.01~109.07.31
共同主持人 腦中風臨床大數據加值中心之建置暨智慧醫療照護模式研究(2/2)(MOST 106-2632-H-182-001) 106.08.01~107.07.31
共同主持人 腦中風臨床大數據加值中心之建置暨智慧醫療照護模式研究(2/1)(MOST 104-2221-E-027-045) 105.08.01~106.07.31
共同主持人 最大完工時間最小化之混合式不可等待流線型製造單元排程(MOST 106-2221-E-027-085) 105.08.01~106.07.31
共同主持人 最小化總延遲時間之分派式流程型工廠排程問題(I)(MOST 104-2221-E-027 -045 -) 104.08.01~105.07.31
共同主持人 人工蜂群演算法應用於3D超音波乳房腫瘤影像診斷之研究(NSC101-2221-E-182-014-) 101.08.01~102.07.31
共同主持人 具有順序相依整備時間之雙準則流程型製造單元排程(NSC99-2628-E-027-003-) 99.08.01~100.07.31
共同主持人 人工免疫演算法應用於超音波乳房腫瘤影像診斷之研究 (NSC99-2221-E-182-041-) 99.08.01~100.07.31
共同主持人 使用集成式機器學習方法開發即時排程系統 (NSC98-2221-E-211-007-MY2) 98.08.01~100.07.31
共同主持人 反覆貪婪演算法於生產排程之理論與應用(I) (NSC97-2221-E-211-016) 97.08.01~98.07.31
共同主持人 行動環境下情境感知數位導覽系統之研究(NSC94-2422-H-011-002-) 94.12.01~95.11.30
共同主持人 參觀者行為為基礎之博物館展示推薦系統(以行動故宮為例)(NSC94-2422-H-211-002-) 94.12.01~95.11.30

 

長庚研究計畫

工作職稱 計畫名稱 時間
計畫主持人 應以群體為基礎之演算法求解最少化總加權延遲平方於光罩資料處理排程問題 (CMRPD3G0011) 107.01.01~107.12.31
計畫主持人 應用群體智慧演算法提昇時間序列資料預測能力之研究 (UARPD390081) 99.01.01~99.01.31
計畫主持人 應用分散式搜尋演算法與倒傳遞類神經網路於記憶體模組良率預測 (UARPD380011) 98.01.01~98.12.31
共同主持人 基因演算法於超音波乳房腫瘤影像電腦輔助診斷之研究 (UARPD380081) 98.07.01~99.06.30
共同主持人 禁忌搜尋法求解物流中心選址與指派問題 (UARPD370101) 97.06.01~98.05.31

 

產學合作案

工作職稱 合作對象 研究主題 時間
計畫主持人 台塑石化股份有限公司 AI基礎教育推廣中級班 111.03.01~112.06.30
計畫主持人 台塑石化股份有限公司 AI基礎教育推廣初級班 109.10.01~110.02.28
協同主持人 經濟部標準檢驗局 健康照護產業產品之標準與檢測驗證技術推廣及應用分析研究(含國外相關法規標準蒐集整合)與資訊交換平台建置 101.2~101.11
共同主持人 淳安電子公司 虛擬鍵盤之研究 92.03~92.08
協同主持人 國道新建工程局 隧道三維變形與地質破壞模型之探討 91.10~92.09

 

Journal Papers (English)

(* corresponding author) (! co-first author)

Selected SCI Papers

  1. Kuo-Ching Ying, Shih-Wei Lin*, Kuan-Fu Chen (in press), "Minimising makespan in distributed assembly hybrid flowshop scheduling problems," International Journal of Production Research, DOI: 10.1080/00207543.2024.2383781
  2. Vincent F. Yu, Shih-Wei Lin*, Lin Zhou, and Roberto Baldacci, (in press) "A Fast Simulated Annealing Heuristic for the Multi-depot Two-echelon Vehicle Routing Problem with Delivery Options," Transportation Letters-The International Journal of Transportation Research, https://doi.org/10.1080/19427867.2023.2257923. (SCI; IF2023=3.3; TRANSPORTATION SCIENCE & TECHNOLOGY, Rank=28/72=38.89%)
  3. Vincent F. Yu, Nabila Yuraisyah Salsabila, Shih-Wei Lin*, and Aldy Gunawan,2024,"Simulated Annealing with Reinforcement Learning for the Set Team Orienteering Problem with Time Windows," Expert Systems with Applications,Vol. 238(D), 121996; (SCI; IF2023=7.5; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=6/106=5.66%))
  4. Kuo-Ching Ying and Shih-Wei Lin*, 2023, "Minimizing Makespan in Two-stage Assembly Additive Manufacturing: A Reinforcement Learning Iterated Greedy Algorithm," Applied Soft Computing, Vol. 138, 110190, https://doi.org/10.1016/j.asoc.2023.110190 (SCI; IF2023=7.2; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=15/169=8.88%)
  5. Hao-Chun Lu, Hsuan-Yu Tseng, Shih-Wei Lin*, 2023, "Double-Track Particle Swarm Optimizer for Nonlinear Constrained Optimization Problems," Information Sciences, Vol. 622, pp. 587-628. https://doi.org/10.1016/j.ins.2022.11.164 (SCI; IF2022=8.1; COMPUTER SCIENCE, INFORMATION SYSTEMS, Rank=13/158=8.23%)
  6. Kuo-Ching Ying and Shih-Wei Lin*, 2023, "Reinforcement Learning Iterated Greedy Algorithm for Distributed Assembly Permutation Flowshop Scheduling Problems," Journal of Ambient Intelligence and Humanized Computing,Vol. 14, 11123–11138 https://doi.org/10.1007/s12652-022-04392-w (SCI; IF2021=3.622; TELECOMMUNICATIONS, Rank=38/94=40.43%)
  7. Shih-Wei Lin and Kuo-Ching Ying*, 2022, "Single machine scheduling problems with sequence-dependent setup times and precedence delays," Scientific Reports, Vol. 12, 9430. (SCI; IF2023=3.8; MULTIDISCIPLINARY SCIENCES, Rank=25/134=18.66%)
  8. Vincent F. Yu, Hadi Susanto, Yu-Hsuan Yeh, Shih-Wei Lin*, Yu-Tsung Huang, 2022, "The Vehicle Routing Problem with Simultaneous Pickup and Delivery and Parcel Lockers," Mathematics, Vol. 10, 920. https://doi.org/10.3390/math10060920 (SCI; IF2023=2.3; MATHEMATICS, Rank=21/489=4.29%)
  9. Kuo-Ching Ying and Shih-Wei Lin*, 2022, "Minimizing total completion time in the no-wait jobshop scheduling problem using a backtracking metaheuristic," Computers & Industrial Engineering, Vol. 169, 108238 (SCI; IF2023=6.7; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=20/169=11.83%)
  10. Shih-Wei Lin, Chen-Yang Cheng, Pourya Pourhejazy, Kuo-Ching Ying*, Chia-Hui Lee, 2021, "New benchmark algorithm for hybrid flowshop scheduling with identical machines," Expert Systems with Applications, Vol. 183, pp. 115422. (SCI; IF2023=7.5; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=6/106=5.66%))
  11. Shih-Wei Lin and Kuo-Ching Ying*, 2021, "Minimizing makespan in job-shops with deterministic machine availability constraints," International Journal of Production Research, vol. 59, No. 14, pp. 4403-4415. (SCI; IF2023=7.0; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=7/106=6.60%)
  12. Shih-Wei Lin Chen-Yang Cheng, Pourya Pourhejazy, Kuo-Ching Ying*, 2021, "Multiple Temperature Simulated Annealing for Optimizing Mixed-Blocking Permutation Flowshop Scheduling Problems," Expert Systems with Applications, Vol. 165, No.1, pp. 113837. (SCI; IF2023=7.5; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=6/106=5.66%))
  13. Kuo-Ching Ying, Shih-Wei Lin* 2020, "Maximizing cohesion and separation for detecting protein functional modules in protein-protein interaction networks," PLOS One, https://doi.org/10.1371/journal.pone.0240628 (SCI; IF2023=2.9; MULTIDISCIPLINARY SCIENCES, Rank=31/134=23.13%)
  14. Vincent F. Yu, Shih-Wei Lin*, and Panca Jodiawan, 2020, "Design of a Two-echelon Freight Distribution System in an Urban Area Considering Third-party Logistics and Loading-unloading Zones," Applied Soft Computing, Vol. 97(B), no. 106707, https://doi.org/10.1016/j.asoc.2020.106707 (SCI; IF2023=7.2; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=15/169=8.88%)
  15. Kuo-Ching Ying and Shih-Wei Lin*, 2020, "Solving no-wait job-shop scheduling problems using a multi-start simulated annealing with bi-directional shift timetabling algorithm," Computers & Industrial Engineering, Vol. 146, pp. 106615. (SCI; IF2023=6.7; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=20/169=11.83%)
  16. Hsiu-Lan Li, Pei-Hui Tai, Yi-Ting Hwang, and Shih-Wei Lin*, 2020, "A Five-Year Longitudinal Study of the Relation between End-Stage Kidney Disease and Comorbidity Outcome," BMC Nephrology, Vol. 21, Article number: 132, https://doi.org/10.1186/s12882-020-01795-9. (SCI; IF2023=2.2; UROLOGY & NEPHROLOGY, Rank=54/126=42.86%)
  17. Shih-Wei Lin and Kuo-Ching Ying*, 2019, "Makespan optimization in a no-wait flowline manufacturing cell with sequence-dependent family setup times," Computers and Industrial Engineering, Vol. 128, pp. 1-7. (SCI; IF2023=6.7; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=20/169=11.83%)
  18. Vincent F. Yu, A.A.N. Perwira Redi, Shih-Wei Lin*,and Parida Jewpanya, 2019, "Team orienteering problem with time windows and time dependent scores", Computers and Industrial Engineering, Vol. 127, pp. 213–224. (SCI; IF2023=6.7; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=20/169=11.83%)
  19. Hsiu-Lan Li and Shih-Wei Lin*, and Yi-Ting Hwan, 2019, "Using Nursing Information and Data Mining to Explore the Factors That Predict Pressure Injuries for Patients at the End of Life", CIN-Computers Informatics Nursing, Vol. 37, No. 3, pp. 133-141. (SCI; IF2023=1.3; NURSING, Rank=111/191=58.12%)
  20. Shih-Wei Lin, Shih-Wei Lin, Ching-Jung Ting*, and Kun-Chih Wu, 2018, "Simulated annealing with different vessel assignment strategies for the continuous berth allocation problem," Flexible Services and Manufacturing, Vol. 30, No. 4, pp. 740–763. (SCI; IF2023=2.5; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=40/106=37.74%)
  21. Kuo-Ching Ying, Shih-Wei Lin*, 2018, "Minimizing makespan for no-wait flowshop scheduling problems with setup times," Computers and Industrial Engineering, Vol. 212, pp. 73-81. (SCI; IF2023=6.7; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=20/169=11.83%)
  22. Kuo-Ching Ying and Shih-Wei Lin*, 2018, "Minimizing makespan for the distributed hybrid flowshop scheduling problem with multiprocessor tasks," Expert Systems with Applications, Vol. 92C, pp. 132-141. (SCI; IF2023=7.5; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=6/106=5.66%))
  23. Shih-Wei Lin and Vincent Yu*, 2017, "Solving the team orienteering problem with time windows and mandatory visits by multi-start simulated annealing," Computers and Industrial Engineering, Vol. 214, 195-205. (SCI; IF2023=6.7; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=20/169=11.83%)
  24. Kuo-Ching Ying*, Shih-Wei Lin, Chen-Yang Cheng, and Cheng-Ding He, 2017, "Iterated reference greedy algorithm for solving distributed no-idle permutation flowshop scheduling problems," Computers and Industrial Engineering, Vol. 110, pp. 413-423. (SCI; IF2023=6.7; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=20/169=11.83%)
  25. Chih-Cheng Hsieh, Yung-Han Sun, Shih-Wei Lin*, Yi-Chen Yeh, and Mei-Lin Chan, 2017, "Surgical Outcomes of Pulmonary Mucoepidermoid Carcinoma: A Review of 41 Cases," PLOS ONE, Vol. 12, No. 5, pp. e0176918. https://doi.org/10.1371/journal.pone.0176918. (SCI; IF2023=2.9; MULTIDISCIPLINARY SCIENCES, Rank=31/134=23.13%)
  26. Kuo-Ching Ying, Shih-Wei Lin! and Chung-Cheng Lu, 2017, "Effective dynamic dispatching rule and constructive heuristic for solving single-machine scheduling problems with a common due window," International Journal of Production Research, Vol. 50, No. 6, pp. 1707-1719. (SCI; IF2023=7.0; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=7/106=6.60%)
  27. Shih-Wei Lin, Kuo-Ching Ying*, Yen-I Chiang and Wen-Jie Wu, 2016, "Minimizing total weighted earliness and tardiness penalties on identical parallel machines using a fast ruin and recreate algorithm," International Journal of Production Research, Vol. 5, No. 22, pp. 6879-6890. (SCI; IF2023=7.0; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=7/106=6.60%)
  28. Kuo-Ching Ying and Shih-Wei Lin*, Wen-Jie Wu, 2016, "Self-adaptive ruin-and-recreate algorithm for total flow time minimization in no-wait flowshops," Computers and Industrial Engineering, Vol.101, pp. 167–176. (SCI; IF2023=6.7; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=20/169=11.83%)
  29. Shih-Wei Lin and Kuo-Ching Ying*, 2016, "Minimizing makespan for the distributed no-wait flowshop scheduling problem," Computers and Industrial Engineering, Vol. 99, pp. 202–209. (SCI; IF2023=6.7; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=20/169=11.83%)
  30. Shih-Wei Lin and Kuo-Ching Ying*, 2016, "Optimization of makespan for no-wait flowshop scheduling problems using efficient matheuristics," OMEGA-International Journal of Management Science, Vol. 65, pp. 115–125. (SCI; IF2023=6.7; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=9/106=8.49%)
  31. Chang-Chun Lin and Shih-Wei Lin*, 2016, "Two-stage approach to the intermodal terminal location problem," Computers & Operations Research, Vol. 67, pp. 113-119. (SCI; IF2023=4.1; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=20/106=18.87%)
  32. Shih-Wei Lin, Kuo-Ching Ying*, Wen-Jie Wu, and Yen-I Chiang, 2016, "Multi-objective unrelated parallel machine scheduling: a Tabu-enhanced iterated Pareto greedy algorithm,” International Journal of Production Research, Vol. 57, No. 4, pp. 1110-1121. (SCI; IF2023=7.0; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=7/106=6.60%)
  33. Vincent F. Yu and Shih-Wei Lin*, 2015, "Iterated greedy heuristic for the time-dependent prize-collecting arc routing problem," Computers and Industrial Engineering, Vol. 90, pp. 54–66. (SCI; IF2023=6.7; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=20/169=11.83%)
  34. Shih-Wei Lin and Vincent F. Yu*, 2015, "A simulated annealing heuristic for the multiconstraint team orienteering problem with multiple time windows," Applied Soft Computing, Vol. 37, pp. 632–642. (SCI; IF2023=7.2; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=15/169=8.88%)
  35. Wen-Jie Wu, Shih-Wei Lin*, and Woo Kyung Moon, 2015, "An artificial immune system-based support vector machine approach for breast cancer classification", Journal of Digital Imaging, Vol. 28, pp. 576-585, (SCI; IF2023=2.9; RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING, Rank=60/204=29.41%)
  36. Yung-Han Sun, Shih-Wei Lin!, Wen-Yih Liang, Chun-Hisen Chen, Chih-Cheng Hsieh, 2015, "Adenosquamous carcinoma of the esophagus and esophagogastric junction: analysis of clinical manifestations and treatment outcomes," Journal of Gastrointestinal Surgery, Vol. 19, pp. 1216–1222. (SCI; IF2023=2.2; SURGERY, Rank=90/290=31.03%)
  37. Shih-Wei Lin and Kuo-Ching Ying*, 2015, "Order acceptance and scheduling to maximize total net revenue in permutation flowshops with weighted tardiness," Applied Soft Computing, Vol. 30, pp. 462-474. (SCI; IF2023=7.2; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=15/169=8.88%)
  38. Shih-Wei Lin and Kuo-Ching Ying*, 2015, "A multi-point simulated annealing heuristic for solving the multiple-objective unrelated parallel machine scheduling problem," International Journal of Production Research, Vol. 53, No. 4, pp. 1065-1076. (SCI; IF2023=7.0; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=7/106=6.60%)
  39. Yung-Han Sun, Shih-Wei Lin!, Chih-Cheng Hsieh*, Yi-Chen Yeh, Cheng-Che Tu and Kuan-Jeng Chen, 2014, "Treatment outcomes of patients with different subtypes of large cell carcinoma of the lung," Annals of Thoracic Surgery, Vol. 98, pp. 1013-1019. (SCI; IF2023=3.6; SURGERY, Rank=30/290=10.34%)
  40. Vincent F. Yu and Shih-Wei Lin*, 2014, "A multi-start simulated annealing heuristic for location routing problem with simultaneous pickup and delivery," Applied Soft Computing, Vol. 24, pp. 284–290. (SCI; IF2023=7.2; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=15/169=8.88%)
  41. Shih-Wei Lin and Kuo-Ching Ying*, 2014, "ABC-based manufacturing scheduling for unrelated parallel machines with machine-dependent and job sequence-dependent setup times," Computers and Operations Research, Vol. 51, pp. 172–181. (SCI; IF2023=4.1; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=20/106=18.87%)
  42. Chang-Chun Lin, Yen-I Chiang, and Shih-Wei Lin*, 2014, "Efficient model and heuristic for the intermodal terminal location problem," Computers and Operations Research, Vol. 51, pp. 41–51. (SCI; IF2023=4.1; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=20/106=18.87%)
  43. Kuo-Ching Ying, Shih-Wei Lin* and Shu-Yen Wan, 2014, "Bi-objective reentrant hybrid flowshop scheduling: an iterated Pareto greedy algorithm," International Journal of Production Research, Vol. 52, No. 19, 5735–5747. (SCI; IF2023=7.0; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=7/106=6.60%)
  44. Chung-Cheng Lu, Shih-Wei Lin*, Kuo-Ching Ying, 2014, "Minimizing worst-case regret of makespan on a single machine with uncertain processing and setup times," Applied Soft Computing, Vol. 23, pp. 144-151. (SCI; IF2023=7.2; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=15/169=8.88%)
  45. Chung-Cheng Lu, Kuo-Ching Ying, and Shih-Wei Lin*, 2014, "Robust single machine scheduling for minimizing total flow time in the presence of uncertain processing times," Computers and Industrial Engineering, Vol. 74, pp. 102-110. (SCI; IF2023=6.7; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=20/169=11.83%)
  46. Shih-Wei Lin and Kuo-Ching Ying*, 2014, "Minimizing shifts for personnel task scheduling problems: A three-phase algorithm," European Journal of Operational Research, Vol. 237, No. 1, pp. 323–334. (SCI; IF2023=6.0; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=14/106=13.21%)
  47. Shih-Wei Lin and Ching-Jung Ting*, 2014, "Solving the dynamic berth allocation problem by simulated annealing," Engineering Optimization, Vol. 43, No. 3, pp. 308-327. (SCI; IF2023=2.5; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=40/106=37.74%)
  48. Kuo-Ching Ying and Shih-Wei Lin*, 2014, "Efficient wafer sorting scheduling using a hybrid artificial immune system," Journal of the Operational Research Society, Vol. 65, No. 1, pp. 169-179. (SCI; IF2023=2.7; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=37/106=34.91%)
  49. Shih-Wei Lin, Kuo-Ching Ying* and Chien-Yi Hwang, 2013, "Minimising makespan in distributed permutation flowshops using a modified iterated greedy algorithm," International Journal of Production Research, Vol. 51, No. 16, 5029-5038. (SCI; IF2023=7.0; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=7/106=6.60%)
  50. Shih-Wei Lin* and Kuo-Ching Ying, 2013, "Minimizing makespan and total flowtime in permutation flowshops by a bi-objective multi-start simulated-annealing algorithm," Computers and Operations Research, Vol. 40, No. 6, pp. 1625-1647. (SCI; IF2023=4.1; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=20/106=18.87%)
  51. Shih-Wei Lin, Kuo-Ching Ying*, and Chien-Yi Huang, 2013, "Multiprocessor task scheduling in multistage hybrid flowshops: A hybrid artificial bee colony algorithm with bi-direction planning," Computers and Operations Research, Vol. 40, No. 5, pp. 1186-1195. (SCI; IF2023=4.1; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=20/106=18.87%)
  52. Shih-Wei Lin and Kuo-Ching Ying*, 2013, "Minimizing makespan in a blocking flowshop using a revised artificial immune system algorithm," OMEGA-International Journal of Management Science, Vol. 41, No. 2, pp. 383-389. (SCI; IF2023=6.7; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=9/106=8.49%)
  53. Shih-Wei Lin and Kuo-Ching Ying*, 2013, "Increasing the total net revenue for single machine order acceptance and scheduling problems using an artificial bee colony algorithm," Journal of the Operational Research Society, Vol. 64, No. 2, pp. 293-311. (SCI; IF2023=2.7; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=37/106=34.91%)
  54. Shih-Wei Lin*, 2013, "Solving the team orienteering problem using effective multi-start simulated annealing," Applied Soft Computing, Vol. 13, No. 2, pp. 1064-1073. (SCI; IF2023=7.2; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=15/169=8.88%)
  55. Wen-Jie Wu, Shih-Wei Lin*, and Woo Kyung Moon, 2012, "Combining support vector machine with genetic algorithm to classify ultrasound breast tumor images," Computerized Medical Imaging and Graphics, Vol. 36, No. 8, pp. 627-633. (SCI; IF2023=5.4; RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING, Rank=18/204=8.82%)
  56. Kuo-Ching Ying, Zne-Jung Lee and Shih-Wei Lin*, 2012, "Makespan minimization for scheduling unrelated parallel machines with setup times," Journal of Intelligent Manufacturing, Vol. 23, No. 5, pp. 1795-1803. (SCI; IF2023=5.9; COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, Rank=39/197=19.80%)
  57. Shih-Wei Lin, Kuo-Ching Ying, Zne-Jung Lee* and Chou-Yuan Lee, 2012, "An intelligent algorithm with feature selection and decision rules applied to anomaly intrusion detection," Applied Soft Computing, Vol. 12, No. 10, pp. 3285-3290. (SCI; IF2023=7.2; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=15/169=8.88%)
  58. Shih-Wei Lin and Kuo-Ching Ying*, 2012, "Scheduling a bi-criteria flowshop manufacturing cell with sequence-dependent family setup times," European Journal of Industrial Engineering, Vol. 6, No. 4, pp. 474–496. (SCI; IF2023=1.9; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=54/106=50.94%)
  59. Chung-Cheng Lu, Shih-Wei Lin and Kuo-Ching Ying*, 2012, "Robust scheduling on a single machine to minimize total flow time," Computers and Operations Research, Vol. 39. No. 7, pp. 1682-1691. (SCI; IF2023=4.1; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=20/106=18.87%)
  60. Shih-Wei Lin and Vincent F. Yu*, 2012, "A simulated annealing heuristic for the team orienteering problem with time windows," European Journal of Operational Research, Vol. 217, No. 1, pp. 94-107. (SCI; IF2023=6.0; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=14/106=13.21%)
  61. Kuo-Ching Ying, Zne-Jung Lee, Chung-Cheng Lu and Shih-Wei Lin*, 2012, "Metaheuristics for scheduling a no-wait flowshop manufacturing cell with sequence dependent family setups," International Journal of Advanced Manufacturing Technology, Vol. 58, Nos. 5-8, pp. 671-582. (SCI; IF2023=2.9; ENGINEERING, MANUFACTURING, Rank=29/68=42.65%)
  62. Shih-Wei Lin* and Shih-Chieh Chen, 2012, "Parameter determination and feature selection for C4.5 algorithm using scatter search approach," Soft Computing, Vol. 16, No. 1, 63-75. (SCI; IF2023=3.1; COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, Rank=65/169=38.46%)
  63. Shih-Wei Lin, Vincent F. Yu* and Chung-Cheng Lu, 2011, "A simulated annealing heuristic for the truck and trailer routing problem with time windows," Expert Systems with Applications, Vol. 38, No. 12, pp. 15244-15152. (SCI; IF2023=7.5; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=6/106=5.66%))
  64. Shih-Wei Lin* and Shih-Chieh Chen, 2011, "Parameter tuning, feature selection and weight assignment of features for case-based reasoning by artificial immune system," Applied Soft Computing, Vol. 11, No. 8, pp. 5042–5052. (SCI; IF2023=7.2; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=15/169=8.88%)
  65. Shih-Wei Lin*, 2011, "Inventory models with managerial policy independent of demand," European Journal of Operational Research, Vol. 211, No. 3, pp. 520-524. (SCI; IF2023=6.0; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=14/106=13.21%)
  66. Shih-Wei Lin, Yu-Wen Wou* and Peterson Julian, 2011, "Note on minimax distribution free procedure for integrated inventory model with defective goods and stochastic lead time demand," Applied Mathematical Modelling, Vol. 35, No. 5, pp. 2087-2093. (SCI; IF2023=4.4; MATHEMATICS, INTERDISCIPLINARY APPLICATIONS, Rank=10/135=7.41%)
  67. Shih-Wei Lin, Zne-Jung Lee, Kuo-Ching Ying*, and Chung-Cheng Lu, 2011, "Minimization of maximum lateness on parallel machines with sequence-dependent setup times and job release dates," Computers and Operations Research, Vol. 38, No. 5, pp. 809-815. (SCI; IF2023=4.1; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=20/106=18.87%)
  68. Shih-Wei Lin, Kuo-Ching Ying*, Chung-Cheng Lu and Jatinder N.D. Gupta, 2011, "Applying multi-start simulated annealing to schedule a flowline manufacturing cell with sequence dependent family setup times," International Journal of Production Economics, Vol. 130, No. 2, pp. 246-254. (SCI; IF2023=9.8; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=3/106=2.83%)
  69. Shih-Wei Lin, Chung-Cheng Lu and Kuo-Ching Ying*, 2011, "Minimization of total tardiness on unrelated parallel machines with sequence and machine-dependent setup times under due date constraints," International Journal of Advanced Manufacturing Technology, Vol. 53, No. 1-4, pp.353-361. (SCI; IF2023=2.9; ENGINEERING, MANUFACTURING, Rank=29/68=42.65%)
  70. Kuo-Ching Ying, Shih-Wei Lin* and Chung-Cheng Lu, 2011, "Cell formation using a simulated annealing algorithm with variable neighbourhood," European Journal of Industrial Engineering, Vol. 25, No. 1, pp. 22-42. (SCI; IF2023=1.9; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=54/106=50.94%)
  71. Shih-Wei Lin, Zne-Jung Lee, Kuo-Ching Ying* and Rong-Ho Lin, 2011, "Meta-heuristic algorithms for wafer sorting scheduling problems," Journal of the Operational Research Society, Vol. 62, No. 1, pp. 165-174. (SCI; IF2023=2.7; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=37/106=34.91%)
  72. Shih-Chieh Chen, Shih-Wei Lin*, and Shuo-Yan Chou, 2011, "Enhancing the classification accuracy by scatter-search-based ensemble approach," Applied Soft Computing, Vol. 11, No. 1, pp. 1021-1028. (SCI; IF2023=7.2; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=15/169=8.88%)
  73. Zne-Jung Lee, Kuo-Ching Ying, Shih-Chieh Chen and Shih-Wei Lin*, 2010, "Applying PSO-based BPN in predicting the yield rate of DRAM modules produced using defective ICs," International Journal of Advanced Manufacturing Technology, Vol. 49, No. 9-12, pp. 987-999. (SCI; IF2023=2.9; ENGINEERING, MANUFACTURING, Rank=29/68=42.65%)
  74. Vincent F. Yu, Shih-Wei Lin* and Shuo-Yan Chou, 2010, "The museum visitor routing problem," Applied Mathematics and Computation, Vol. 216, No. 3, pp. 719-729. (SCI; IF2023=3.5; MATHEMATICS, APPLIED, Rank=10/331=3.02%)
  75. Vincent F. Yu, Shih-Wei Lin*, Wenyih Lee and Ching-Jung Ting, 2010, "A simulated annealing heuristic to capacitated location routing problem," Computers and Industrial Engineering, Vol. 58, No. 2, pp. 288-299. (SCI; IF2023=6.7; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=20/169=11.83%)
  76. Shih-Wei Lin, Kuo-Ching Ying* and Zne-Jung Lee, 2010, "Part-machine cell formation in group technology using a simulated annealing-based meta-heuristic," International Journal of Production Research, Vol. 48, No. 12, pp. 3579-3591. (SCI; IF2023=7.0; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=7/106=6.60%)
  77. Kuo-Ching Ying, Jatinder N.D. Gupta, Shih-Wei Lin* and Zne-Jung Lee, 2010, "Permutation and non-permutation schedules for the flowline manufacturing cell with sequence dependent family setups," International Journal of Production Research, Vol. 48, No. 8, pp. 2169-2184. (SCI; IF2023=7.0; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=7/106=6.60%)
  78. Shih-Wei Lin, Vincent F. Yu* and Shuo-Yan Chou, 2010, "A note on truck and trailer routing problem," Expert Systems with Applications, Vol. 37, No. 1, pp. 899-903. (SCI; IF2023=7.5; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=6/106=5.66%)
  79. Shih-Wei Lin*, Shih-Chieh Chen, Wen-Jie Wu and Chih-Hsien Chen, 2009, "Parameter determination and feature selection for back-propagation network by particle swarm optimization," Knowledge and Information Systems, Vol. 21, No. 2, pp. 249-266. (SCI; IF2023=2.5; COMPUTER SCIENCE, INFORMATION SYSTEMS, Rank=119/249=47.79%)
  80. Shih-Wei Lin*, Yeou-Ren Shiue, Shih-Chieh Chen and Hui-Miao Cheng, 2009, "Applying enhanced data mining approaches in predicting bank performance: a case of Taiwanese commercial banks," Expert Systems with Applications, Vol. 36, No. 9, pp. 11543-11551. (SCI; IF2023=7.5; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=6/106=5.66%))
  81. Chih-Yung Tsai, Shuo-Yan Chou*, Shih-Wei Lin and Wei-Hao Wang, 2009, "Location determination of mobile devices for an indoor WLAN application using a neural Network," Knowledge and Information Systems, Vol. 20, No. 1, pp. 81-93. (SCI; IF2023=2.5; COMPUTER SCIENCE, INFORMATION SYSTEMS, Rank=119/249=47.79%)
  82. Kuo-Ching Ying* and Shih-Wei Lin*, 2009, "Scheduling multistage hybrid flowshops with multiprocessor tasks by an effective heuristic," International Journal of Production Research, Vol. 47, No. 13, pp. 3525-3538. (SCI; IF2023=7.0; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=7/106=6.60%)
  83. Shih-Wei Lin* and Shih-Chieh Chen, 2009, "PSOLDA: A particle swarm optimization approach for enhancing classification accuracy rate of linear discriminant analysis," Applied Soft Computing, Vol. 9, No. 3, pp. 1008-1015. (SCI; IF2023=7.2; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=15/169=8.88%)
  84. Shih-Wei Lin, Jatinder N.D. Gupta, Kuo-Ching Ying* and Zne-Jung Lee, 2009, "Using simulated annealing to schedule a flowshop manufacturing cell with sequence dependent family setup times," International Journal of Production Research, Vol. 47, No. 12, pp. 3205-3217. (SCI; IF2023=7.0; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=7/106=6.60%)
  85. Shih-Wei Lin, Vincent F. Yu* and Shuo-Yan Chou, 2009, "Solving the truck and trailer routing problem based on a simulated annealing heuristic," Computers and Operations Research, Vol. 36, No. 5, pp. 1683-1692. (SCI; IF2023=4.1; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=20/106=18.87%)
  86. Shih-Wei Lin, Kuo-Ching Ying* and Zne-Jung Lee, 2009, "Metaheuristics for scheduling a non-permutation flowline manufacturing cell with sequence dependent family setup times," Computers and Operations Research, Vol. 36, No. 4, pp. 1110-1121. (SCI; IF2023=4.1; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=20/106=18.87%)
  87. Kuo-Ching Ying*, Shih-Wei Lin and Zne-Jung Lee, 2009, "Hybrid-directional planning: improving improvement heuristics for scheduling resource-constrained projects," International Journal of Advanced Manufacturing Technology, Vol. 41, No. 3-4, 358-366. (SCI; IF2023=2.9; ENGINEERING, MANUFACTURING, Rank=29/68=42.65%)
  88. Shih-Wei Lin*, Zne-Jung Lee*, Kuo-Ching Ying, and Chou-Yuan Lee, 2009, "Applying hybrid meta-heuristics to capacitated vehicle routing problem," Expert Systems with Applications, Vol. 36, No. 2, pp. 1505-1512. (SCI; IF2023=7.5; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=6/106=5.66%))
  89. Shih-Wei Lin* and Kuo-Ching Ying, 2009, "Applying a hybrid simulated annealing and tabu search approach to non-permutation flowshop scheduling problems," International Journal of Production Research, Vol. 47, No. 5, pp. 1411-1424. (SCI; IF2023=7.0; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=7/106=6.60%)
  90. Zne-Jung Lee*, Shih-Wei Lin, Shun-Feng Su and Chun-Yen Lin, 2008, "A hybrid watermarking technique applied to digital images," Applied Soft Computing, Vol. 8, No. 1, pp. 798–808. (SCI; IF2023=7.2; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=15/169=8.88%)
  91. Shih-Wei Lin*, Kuo-Ching Ying, Shih-Chieh Chen and Zne-Jung Lee, 2008, "Particle swarm optimization for parameter determination and feature selection of support vector machines," Expert Systems with Applications, Vol. 35, No. 4, pp. 1817-1824. (SCI; IF2023=7.5; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=6/106=5.66%))
  92. Shih-Wei Lin*, Zne-Jung Lee, Shih-Chieh Chen and Tsung-Yuan Tseng, 2008, "Parameter determination of support vector machine and feature selection using simulated annealing approach," Applied Soft Computing, Vol. 8, No. 4, pp. 1505-1512. (SCI; IF2023=7.2; COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Rank=15/169=8.88%)
  93. Shih-Wei Lin* and Kuo-Ching Ying, 2008, "A hybrid approach for single-machine tardiness problems with sequence-dependent setup times," Journal of the Operational Research Society, Vol. 59, No. 8, pp. 1109-1119. (SCI; IF2023=2.7; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=37/106=34.91%)
  94. Shih-Wei Lin*, Tsung-Yuan Tseng, Shuo-Yan Chou and Shih-Chieh Chen, 2008, "A simulated-annealing-based approach for simultaneous parameter optimization and feature selection of back-propagation networks," Expert Systems with Applications, Vol. 34, No. 2, pp. 1491–1499. (SCI; IF2023=7.5; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=6/106=5.66%))
  95. Shih-Wei Lin* and Kuo-Ching Ying, 2007, "Solving single-machine total weighted tardiness problems with sequence-dependent setup times by meta-heuristics," International Journal of Advanced Manufacturing Technology, Vol. 34, No. 11-12, pp. 1183–1190. (SCI; IF2023=2.9; ENGINEERING, MANUFACTURING, Rank=29/68=42.65%)
  96. Shih-Wei Lin, Shuo-Yan Chou* and Shih-Chieh Chen, 2007, "Irregular shapes classification by back-propagation neural network," International Journal of Advanced Manufacturing Technology, Vol. 34, No. 11-12, pp.1164–1172. (SCI; IF2023=2.9; ENGINEERING, MANUFACTURING, Rank=29/68=42.65%)
  97. Kuo-Ching Ying* and Shih-Wei Lin, 2007, "Multi-heuristic desirability ant colony system heuristic for non-permutation flowshop scheduling," International Journal of Advanced Manufacturing Technology, Vol. 33, No. 7-8, pp. 793–802. (SCI; IF2023=2.9; ENGINEERING, MANUFACTURING, Rank=29/68=42.65%)
  98. Shuo-Yan Chou*, Ching-Ying Shen, Shih-Wei Lin and Yi-Kuang Chen, 2007, "FALSCAL: a fuzzy multidimensional scaling algorithm," Computers & Mathematics with Applications, Vol. 53, No. 5, pp. 717–728. (SCI; IF2023=2.9; MATHEMATICS, APPLIED, Rank=20/331=6.04%))
  99. Shih-Wei Lin, Shuo-Yan Chou* and Shih-Chieh Chen, 2007, "Meta-heuristic approaches for minimizing total earliness and tardiness penalties of single-machine scheduling with a common due date," Journal of Heuristics, Vol. 13, No. 2, pp. 151–165. (SCI; IF2023=1.1; COMPUTER SCIENCE, THEORY & METHODS, Rank=87/143=60.84%)
  100. Shih-Wei Lin, Shuo-Yan Chou* and Kuo-Ching Ying, 2007, "A sequential exchange approach for minimizing earliness-tardiness penalties of single-machine scheduling with a common due date," European Journal of Operational Research, Vol. 177, No. 2, pp. 1294–1301. (SCI; IF2023=6.0; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=14/106=13.21%)
  101. Kuo-Ching Ying* and Shih-Wei Lin, 2006, "Multiprocessor task scheduling in multistage hybrid flow-shops: An ant colony system approach," International Journal of Production Research, Vol. 44, No. 16, pp. 3161–3177. (SCI; IF2023=7.0; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=7/106=6.60%)
  102. Yi-Kuang Chen, Shih-Wei Lin and Shuo-Yan Chou*, 2002, "An efficient two-staged approach for generating block layouts," Computers and Operations Research, Vol. 29. No. 5, pp. 489–504. (SCI; IF2023=4.1; OPERATIONS RESEARCH & MANAGEMENT SCIENCE, Rank=20/106=18.87%)
  103. Shuo-Yan Chou*, Shih-Wei Lin and Chien-Hong Chen, 2001, "Assessing circularity in three dimensions," Journal of Manufacturing Science and Engineering-Transactions of the ASME, Vol. 123, No. 1, pp. 128–134. (SCI; IF2023=2.4; ENGINEERING, MECHANICAL, Rank=68/180=37.78%)
  104. Shuo-Yan Chou*, Shih-Wei Lin and Chia-Shin Yeh, 1999, "Cluster identification with parallel coordinates," Pattern Recognition Letters, Vol. 20, pp. 565–572. (SCI; IF2023=3.9; COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, Rank=65/197=32.99%)
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