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中心成員

  • 姓名 :

    謝孫源

  • 職稱 :

    研究發展基金會 執行長 Chief Executive Officer

  • 所屬實驗室 :

    金融科技核心技術開發

  • 系所名稱 :

    資訊系 / 資訊所 / 醫資所 /人工智慧科技碩士學位學程

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  • 學術成大 :

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  • 洽談合作信箱 :

    hsiehsy@mail.ncku.edu.tw

關於

研究領域

生物資訊、演算法設計與分析、容錯計算、圖形理論、平行及分散式計算、人工智慧、深度學習演算法、智慧醫療

 

近期計畫

  • 科技部、2021/10/24~2021/10/26、第27屆國際計算與組合數學研討會 COCOON 2021 國際研討會
  • 教育部、2021/02/01~2022/01/31、Coding-X數位創新學院
  • 科技部、2020/08/01~2022/01/31、在特殊圖族上建構獨立生成樹
  • 教育部、2020/02/01~2021/01/31、Coding-X數位創新學院
  • 教育部、2019/03/01~2020/01/31、Coding-X數位創新學院
  • 科技部、2019/08/01~2022/07/31、特殊圖族的中繼站問題
  • 科技部、2019/08/01~2020/04/30、產學合作計畫－多領域自然語言精準前處理
  • 科技部、2019/06/01~2020/05/31、公共衛生及健康醫療應用之物聯網數據智慧加值技術
  • 科技部、2018/01/01~2020/12/31、補助學者提昇國際影響力
  • 科技部、2017/08/01~2019/08/31、單位圓盤圖上一些最佳化問題之隨機演算法研究
近期開課

開課名稱：演算法

開課系所：資訊系

課綱連結：http://class-qry.acad.ncku.edu.tw/syllabus/online_display.php?syear=0110&sem=2&co_no=F721300&class_code=

開課名稱：資訊科技合作教學與協同學習

開課系所：不分系學程

課綱連結：http://class-qry.acad.ncku.edu.tw/syllabus/online_display.php?syear=0110&sem=1&co_no=AN16200&class_code=

開課名稱：程式設計基石

開課系所：不分系學程

課綱連結：http://class-qry.acad.ncku.edu.tw/syllabus/online_display.php?syear=0110&sem=1&co_no=AN16100&class_code=

開課名稱：跨領域開發實作（下）

開課系所：不分系學程

課綱連結：http://class-qry.acad.ncku.edu.tw/syllabus/online_display.php?syear=0110&sem=1&co_no=AN16320&class_code=

開課名稱：跨領域開發實作（上）

開課系所：不分系學程

課綱連結：http://class-qry.acad.ncku.edu.tw/syllabus/online_display.php?syear=0110&sem=1&co_no=AN16310&class_code=

開課名稱：電腦科學基石

開課系所：不分系學程

課綱連結：http://class-qry.acad.ncku.edu.tw/syllabus/online_display.php?syear=0110&sem=1&co_no=AN16400&class_code=

開課名稱：圖形理論

開課系所：資工所/醫資所/多媒體學位學程/AI學位學程/製造所合班

課綱連結：http://class-qry.acad.ncku.edu.tw/crm/course_map/course.php?dept=P7&cono=P754600

開課名稱：容錯嵌入專論

開課系所：資訊所/醫資所/人工智慧碩士學程/多媒博士學程

課綱連結：http://class-qry.acad.ncku.edu.tw/syllabus/online_display.php?syear=0108&sem=1&co_no=P76E800&class_code=

開課名稱：競技程式設計

開課系所：資訊系

課綱連結：http://class-qry.acad.ncku.edu.tw/syllabus/online_display.php?syear=0108&sem=2&co_no=F731800&class_code=

開課名稱：離散數學

開課系所：資訊系

課綱連結：http://class-qry.acad.ncku.edu.tw/crm/course_map/course.php?dept=F7&cono=F720600

開課名稱：進階演算法

開課系所：資訊所

課綱連結：http://class-qry.acad.ncku.edu.tw/crm/course_map/course.php?dept=P7&cono=P75J700

近五年著作

期刊暨研討會學術發表

  1. Hung-Yu Yan, Dun-Wei Cheng, Peng-Chan Lin, Hsin-Hung Chou, Meng-Ru Shen, and Sun-Yuan Hsieh "Using Evolutionary Trees for the Colorectal Cancer Prognosis Prediction" Computational Biology and Bioinformatics, vol. 9, issue 1, June 2021.
  2. Chi-Yeh Chen, Sun-Yuan Hsieh, Hoang-Oanh Le, Van Bang Le, and Sheng-Lung Peng "Matching cut in graphs with large minimum degree" Algorithmica, vol. 83, issue 5, pp. 1238-1255, May 2021. SCI
  3. Dun-Wei Cheng, Kai-Hsun Yao, and Sun-Yuan Hsieh "Constructing independent spanning trees on generalized recursive circulant graph" IEEE ACCESS, vol. 9, pp. 74028-74037, May 2021. SCI
  4. Hsin-Hung Chou, Ching-Tien Hsu, Li-Hsuan Chen, Yue-Cheng Lin, and Sun-Yuan Hsieh "A novel branch-and-bound algorithm for the protein folding problem in the 3D HP model" IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 18, issue 2, pp. 455-462, March/April 2021.SCI
  5. Yi-Cheng Yang, Shih-Shun Kao, Ralf Klasing, Sun-Yuan Hsieh, Hsin-Hung Chou, and Jou-Ming Chang "The construction of multiple independent spanning trees on burnt pancake networks" IEEE Access, vol. 9, pp. 16679-16691, January 2021. SCI
  6. Nai-Wen Chang and Sun-Yuan Hsieh "Conditional diagnosability of alternating group networks under the PMC Model" IEEE/ACM Transactions on Networking, vol. 28, issue 5, pp. 1968-1980, October 2020. SCI
  7. Chia-Wei Lee, Sun-Yuan Hsieh, and Shuen-Shiang Yang "R3-connectivity of folded hypercubes" Discrete Applied Mathematics, Volume 285, pp. 261-273, 15 October 2020.SCI EI
  8. Jie-Fu Huang and Sun-Yuan Hsieh "Recursive and parallel constructions of independent spanning trees in alternating group networks" International Journal of Computer Mathematics: Computer Systems Theory, vol. 5, issue 4, pp 234-262 October 2020..
  9. Sun-Yuan Hsieh, Sin-Jie Huang, and Tai-Hsuan Ho "Multilevel length-based classified index table for IP lookups and updates" Journal of Computer and System Sciences, vol. 112, pp. 66-84, September 2020. SCI
  10. Jie-Fu Huang, Eddie Cheng, and Sun-Yuan Hsieh "Two algorithms for constructing independent spanning trees in (n,k)-star graphs" IEEE Access, vol. 8, pp. 175932-175947, September 2020. SCI
  11. Chien-Fu Lin, Jie-Fu Huang, and Sun-Yuan Hsieh "Constructing independent spanning trees on transposition networks" IEEE Access, vol. 8, pp. 147122-147132, August 2020.SCI
  12. Jie-Fu Huang, Shih-Shun Kao, Ralf Klasing, and Sun-Yuan Hsieh "Top-down construction of independent spanning trees in alternating group networks" IEEE Access, vol. 8, pp. 112333-112347, June 2020. SCI
  13. Sun-Yuan Hsieh, Cheng-Sheng Liu, Rajkumar Buyya, Albert Y. Zomaya "Utilization-prediction-aware virtual machine consolidation approach for energy-efficient cloud data centers" Journal of Parallel and Distributed Computing, vol. 139, pp. 99-109, May 2020. SCI EI
  14. Chia-Wen Cheng, Sun-Yuan Hsieh, and Ralf Klasing "Vulnerability of super extra edge-connected graphs" Journal of Computer and System Sciences, vol. 108, pp. 1-9, March 2020. SCI
  15. Chi-Ting Chen, Ling-Ju Hung, Sun-Yuan Hsieh, Rajkumar Buyya, and Albert Y. Zomaya "Heterogeneous Job Allocation Scheduler for Hadoop MapReduce Using Dynamic Grouping Integrated Neighboring Search" IEEE Transactions on Cloud Computing, vol. 8, no. 1, pp. 193-206, 1 Jan.-March 2020.SCI
  16. Chi-Yeh Chen and Sun-Yuan Hsieh ", An Efficient Approximation Algorithm for the Steiner Tree Problem" Complexity and Approximation, Lecture Notes in Computer Science book series LNCS 12000, pp. 238-251, February 2020. SCI
  17. Li-Hsuan Chen, Sun-Yuan Hsieh, Ling-Ju Hung, and Ralf Klasing "Approximation algorithms for the p-hub center routing problem in parameterized metric graphs" Theoretical Computer Science, vol. 806, pp. 271-280, February 2020. .SCI EI
  18. Dun-Wei Cheng, Chih-Te Chan, and Sun-Yuan Hsieh "Constructing independent spanning trees on pancake networks" IEEE Access, vol. 8, pp. 3427-3433, January 2020.SCI
  19. Zhao Wang, Yaping Mao, Sun-Yuan Hsieh, and Jichang Wu "On the g-good-neighbor connectivity of graphs" Theoretical Computer Science, vol. 804, pp. 139-148, January 2020. SCI EI
  20. Guanqin Lian, Shuming Zhou, Sun-Yuan Hsieh, Jiafei Liu, Gaolin Chen, and Yihong Wang "Performance evaluation on hybrid fault diagnosability of regular networks" Theoretical Computer Science, vol. 196, pp. 147-153, December 2019.SCI EI
  21. Limei Lin, Li Xu, Riqing Chen, Sun-Yuan Hsieh, Dajin Wang "Relating Extra Connectivity and Extra Conditional Diagnosability in Regular Networks" IEEE Transactions on Dependable and Secure Computing, vol. 16, issue 6, pp. 1086-1097, November 2019. SCI
  22. Shih-Shun Kao, Kung-Jui Pai, Sun-Yuan Hsieh, Ro-Yu Wu, and Jou-Ming Chang "Amortized efficiency of constructing multiple independent spanning trees on bubble-sort networks" Journal of Combinatorial Optimization, vol. 38, pp. 972-986, October, 2019.SCI
  23. Sun-Yuan Hsieh, Shih-Shun Kao, and Yu-Sheng Lin "A Swap-Based Heuristic Algorithm for the Maximum k-Plex Problem" IEEE Access, vol. 7, pp. 110267-110278, August 2019. SCI
  24. Ting-Tsung Chang, Ji-Hong Cheng, Hung-Wen Tsai, Kung-Chia Young, Sun-Yuan Hsieh, and Cheng-Hsun Ho "Plasma proteome plus site-specific N-glycoprofiling for hepatobiliary carcinomas" The Journal of Pathology: Clinical Research, 5: 199–212, July 2019.SCI
  25. Chih-Heng Ke, Sun-Yuan Hsieh, Ti-Cheng Lin, Tai-Hsuan Ho "Efficiency network construction of advanced metering infrastructure using Zigbee" IEEE Transactions on Mobile Computing, vol. 18, no. 4, pp. 801-813, April 2019.SCI
  26. Sun-Yuan Hsieh and Shih-Shun Kao, "A survey of hub allocation problems" Journal of Interconnection Networks, vol.19, issue 01, 1940005, March 2019.
  27. Sun-Yuan Hsieh, Chia-Wei Lee, Zong-Ying Yang, Heng-Wei Wang, Jun-Han Yu, Bo-Cheng Chan, and Tai-Ling Ye, "Classifying Protein Specific Residue Structures Based on Graph Mining" IEEE Access, vol. 6, issue 1, pp. 55828-55837, 2018. SCI
  28. Chu-Yu Chin, Sun-Yuan Hsieh, and Vincent S. Tseng, "eDRAM: Effective early disease risk assessment with matrix factorization on a large-scalemedical database: A case study on rheumatoid arthritis" PLOS ONE, vol. 13, no. 11, e0207579, November 2018.SCI
  29. Sun-Yuan Hsieh, Chi-Ting Chen, Chi-Hao Chen, Tzu-Hsiang Yen, Hung-Chang Hsiao, and Rajkumar Buyya "Novel Scheduling Algorithms for Efficient Deployment of MapReduce Applications in Heterogeneous Computing Environments" IEEE Transactions on Cloud Computing, vol. 6, no. 4, pp. 1080-1095, October/November 2018.
  30. Limei Lin, Sun-Yuan Hsieh, Li Xu, Shuming Zhou, and Riqing Chen "The Relationship between Extra Connectivity and Conditional Diagnosability of Regular Graphs under the PMC Model" Journal of Computer and System Sciences, vol. 95, pp. 1-18, August 2018. SCI
  31. Chia-Chen Wei, Chun-An Chen, and Sun-Yuan Hsieh "Conditional (t,k)-Diagnosis in Regular and Irregular Graphs Under the Comparison Diagnosis Model" IEEE Transactions on Dependable and Secure Computing, vol. 15, issue 2, pp. 351-356, March/April 2018.SCI
  32. Li-Hsuan Chen, Dun-Wei Cheng, Sun-Yuan Hsieh, Ling-Ju Hung, Ralf Klasing, Chia-Wei Lee, and Bang Ye Wu "Approximability and inapproximability of the star p-hub center problem with parameterized triangle inequality" Journal of Computer and System Sciences, vol. 92, pp. 92-112, March 2018.SCI
  33. Limei Lin, Sun-Yuan Hsieh, Riqing Chen, Li Xu, and Chia-Wei Lee "The Relationship between g-Restricted Connectivity and g-Good-Neighbor Fault-Diagnosability of General Regular Networks" IEEE Transactions on Reliability, vol. 67, no. 1, pp. 285-296, March 2018.SCI
  34. Nai-Wen Chang and Sun-Yuan Hsieh "Conditional Diagnosability of (n,k)-Star Graphs under the PMC Model" IEEE Transactions on Dependable and Secure Computing, vol. 15, issue 2, pp. 207-216, March/April 2018. SCI
  35. Ji-Hong Cheng, Wen-Chun Liu, Ting-Tsung Chang, Sun-Yuan Hsieh and Vincent S. Tseng "Detecting Exact Breakpoints of Deletions with Diversity in Hepatitis B Viral Genomic DNA from Next-Generation Sequencing Data" Method, Vol.129, pp.24-32, 2017
  36. Chia-Chen We and Sun-Yuan Hsieh "Random and Conditional (t,k)-Diagnosis of Hypercubes" Algorithmica, Algorithmica, vol. 79, issue 3, pp. 625–644, November 2017. SCI
  37. Yu-Huei Chang, Jinn-Shyong Yang, Sun-Yuan Hsieh, Jou-Ming Chang, Yue-Li Wang "Construction Independent Spanning Trees on Locally Twisted Cubes in Parallel" Journal of Combinatorial Optimization, vol. 33, issue 3, pp. 956-967, April 2017.SCI
  38. Po-Cheng Hsu and Sun-Yuan Hsieh "Multi-inherited Search Tree for Dynamic IP Router-tables" IEEE Transactions on Computers, vol. 66, no. 1, pp. 114-126, January 2017 SCI EI
  39. Chia-Chen We and Sun-Yuan Hsieh "h-Restricted Connectivity of Locally Twisted Cubes" Discrete Applied Mathematics, vol. 217, part 2, pp. 330-339, January 2017.SCI EI
  40. Tai-Ling Ye, Dun-Wei Cheng, and Sun-Yuan Hsieh "Improved Precise Fault Diagnosis Algorithm for Hypercube-Like Systems Based on the Comparison Diagnosis Model" Journal of Interconnection Networks, vol. 16, issue 03-04, 165009, September & December, 2016.
  41. Sun-Yuan Hsieh, Chia-Wei Lee, and Chien-Hsiang Huang "Conditional Edge-Fault Hamiltonian-Connectivity of Restricted Hypercube-Like Networks" Information and Computation, vol. 251, pp. 314-334, December 2016. SCI
  42. Limei Lin, Li Xu, Shuming Zhou, and Sun-Yuan Hsieh "The t/k-diagnosability for regular networks" IEEE Transactions on Computers,vol. 65, no. 10, pp. 3157-3170, October 2016.SCI EI
  43. Li Xu, Limei Lin, Shuming Zhou, and Sun-Yuan Hsieh "The extra connectivity, extra conditional diagnosability and t/m-diagnosability of arrangement graphs" IEEE Transactions on Reliability, vol. 65, no. 3, pp. 1248-1262, September 2016. SCI
  44. Chia-Wen Cheng and Sun-Yuan Hsieh "Edge-Fault-Tolerant Pancyclicity and Bipancyclicity of Cartesian Product Graphs with Faulty Edges" Journal of Computer and System Sciences, vol. 82, issue 5, pp. 767–781, August 2016. SCI EI
  45. Yu-Chee Tseng and Sun-Yuan Hsieh "Guest Editorial: Special Section on Emerging Topics in the Design of High Performance Internet Routers" IEEE Transactions on Emerging Topics in Computing, vol. 4, issue 2, pp. 177-178, April 2016.SCI
  46. Sun-yuan Hsieh, Hong-Wen Huang, and Chia-Wei Lee "{2,3}-Restricted connectivity of locally twisted cubes" Theoretical Computer Science, vol. 615, pp. 78-90, February 2016. SCI EI
  47. Limei Lin, Li Xu, Shuming Zhou, and Sun-Yuan Hsieh "The extra, restricted connectivity and conditional diagnosability of split-star networks" IEEE Transactions on Parallel and Distributed Systems, vol. 27, no. 2, pp. 533-545, February 2016.. SCI EI
  48. Sun-Yuan Hsieh and Yu-Chun Chou "A Faster cDNA Microarray Gene Expression Data Classifier for Diagnosing Diseases" IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 13, issue 1, pp. 43-54, Jan.-Feb. 1 2016. SCI

International Conference Papers

  1. Jie-Fu Huang and Sun-Yuan Hsieh "Two methods for constructing independent spanning trees in alternating group networks" Proceedings of International Symposium on Creative Computing ICCLC-ISCC 2020, Macau, China, December 11-14, 2020.
  2. Tzu-Hsuan Wu, Peng-Chan Liny, Hsin-Hung Chouz, Meng-Ru Shenx, and Sun-Yuan Hsieh "Predict pathogenicity of Human missense SNPs using a protein structural energies-based machine learning model" Proceedings of International Computer Symposium (ICS 2020), Tainan, Taiwan December 17-19, 2020.
  3. Ji-Hong Cheng, Wen-Chun Liu, Ting-Tsung Chang, Sun-Yuan Hsieh, and Vincent Tseng "An effective and efficient algorithm for detecting exact deletion breakpoints from viral next-generation sequencing data" Proceedings of International Computer Symposium (ICS 2020), Tainan, Taiwan December 17-19, 2020.
  4. Hsin-Hung Chou, Ching-Tien Hsu, Hao-Ching Wang, Sun-Yuan Hsieh "A Novel Improved Algorithm for Protein Classification Through a Graph Similarity Approach" 2020 International Conference on Intelligent Computing October 2-5, 2020, Bari, Italy.
  5. Jih-Shun Lo, Ji-Hong Cheng, Sun-Yuan Hsieh, Vincent S. Tseng, Cheng-Wei Wu "Research on an AI Customer Service Robot Design for Projectors" Proc. The 21st Asia-Pacific Network Operations and Management Symposium (APNOMS), Daegu, Korea, Sep. 23-25, 2020.
  6. Jie-Fu Huang and Sun-Yuan Hsieh "Constructing independent spanning trees in alternating group networks" Proceedings of the 25th International Computing and Combinatorics Conference (COCOON 2020, Atlanta, GA, USA, August 29-31, 2020), Lecture Notes in Computer Science 12273 Computing and Combinatorics, pp. 198-209.
  7. Nai-Wen Chang and Sun-Yuan Hsieh "A survey for conditional diagnosability of alternating group networks" Proceedings of the 25th International Computing and Combinatorics Conference (COCOON 2020, Atlanta, GA, USA, August 29-31, 2020), Lecture Notes in Computer Science 12273 Computing and Combinatorics, pp. 640-651.
  8. Sun-Yuan Hsieh, Hoang-Oanh Le, Van Bang Le and Sheng-Lung Peng "Matching cut in graphs with large minimum degree" Proceedings of the 25th International Computing and Combinatorics Conference (COCOON 2019, Xian, China, July 29-31, 2019), Lecture Notes in Computer Science 11653 Computing and Combinatorics, pp. 301-312.
  9. Sun-Yuan Hsieh, Li-Hsuan Chen, and Wei Lu, "An Approximation Algorithm for Star p-Hub Routing Cost Problem" Proceedings of the International Computer Symposium (ICS 2018, Yunlin, Taiwan, December 20-22, 2018), Communications in Computer and Information Science 1013, pp. 524-531
  10. Li-Hsuan Chen, Sun-Yuan Hsieh, Ling-Ju Hung, and Ralf Klasing " Approximation algorithms for the p-hub center routing problem in parameterized metric graphs" Proceedings of the 29th International Workshop (IWOCA 2018, Singapore, July 16-19, 2018), Lecture Notes in Computer Science 10979 Combinatorial Algorithms, pp. 115-127.
  11. J.H. Su, Chu-Yu Chin, H.C. Yang, Vincent S. Tseng, Sun-Yuan Hsieh "Music Recommendation Based on Information of User Profiles, Music Genres and User Ratings" Proceedings of the 2018 Asian Conference on Intelligent Information and Database Systems, Dong Hoi City, Vietnam, March 19-21, 2018.
  12. Sun-Yuan Hsieh and Cheng-Sheng Liu "Utilization Prediction Aware Virtual Machines Consolidation Approach for Energy-Efficient Cloud Data Centers" Proceedings of Asian Conference on Engineering and Natural Sciences (ACENS), February 6-8, 2018, Osaka, Japan.
  13. Li-Hsuan Chen, Sun-Yuan Hsieh, Ling- Ju Hung, and Peter Rossmanith "An efficient fixed-parameter algorithm for the 2-plex bipartition problem" Proceedings of the 28th International Symposium on Algorithms and Computation (ISAAC 2017), Article No. 20; pp. 20:1–20:13. Phuket, Thailand, Dec 9, 2017 - Dec 12, 2017.
  14. Li-Hsuan Chen, Sun-Yuan Hsieh, Ling-Ju Hung and Ralf Klasing, "The approximability of the p-hub center problem with parameterized triangle inequality," Proceedings of the 23rd Annual International Computing and Combinatorics Conference (COCOON 2017, August 3-5, Hong Kong, China), Lecture Notes in Computer Science 10392, pp. 112-123.
  15. Li-Hsuan Chen, Sun-Yuan Hsieh, Ling-Ju Hung, Ralf Klasing, Chia-Wei Lee, and Bang Ye Wu "On the complexity of the star p-hub center problem with parameterized triangle inequality" Proceedings of 2017 International Conference on Algorithms and Complexity (CIAC, 24-26 May 2017, Athens, Greece), accepted.
  16. Tai-Ling Ye, Dun-Wei Cheng, Sun-Yuan Hsieh "Improved Precise Fault Diagnosis Algorithm for Hypercube-Like Graphs" Proceedings of the 10th Annual International Conference on Combinatorial Optimization and Applications (COCOA 2016, December 16-18, Hong Kong, China), LNCS 10043, pp. 107-112, 2016.
  17. Sun-Yuan Hsieh and Cheng-Chian Lin "The crossing number of join product of kth power of path Pm with isolated vertices and path Pn" Proceedings of 2016 International Computer Symposium (ICS), 15-17 December 2016, Chiayi, Taiwan.
  18. Li-Hsuan Chen, Dun-Wei Cheng, Sun-Yuan Hsieh, Ling-Ju Hung, Chia-Wei Lee, Bang Ye Wu "Approximation algorithms for the star k-hub center problem in metric graphs" Proceedings of the 22nd Annual International Computing and Combinatorics Conference (COCOON 2016, Ho Chi Minh city, Vietnam), LNCS 9797, pp. 222-234, 2016.
  19. Li-Hsuan Chen, Sun-Yuan Hsieh, Ling-Ju Hung, Chia-Wei Lee, and Peter Rossmanith "Fixed-parameter algorithms for a class of generalized vetex cover problems" The 9th Annual Meeting of Asian Association for Algorithms and Computation (AAAC 2016, Taipei, Taiwan).
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