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人工智慧學系 Department of Artificial Intelligence
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Che-Nan Kuo

 

郭哲男副教授

Associate Professor Cheh-Nan Kuo

Ph.D. in Information Engineering, National Cheng Kung University

Specialities

Programming, Fault Tolerant Computing, Graph Theory, Algorithm Design and Analysis, Deep Learning Applications, Data Science

Email: cn.kuo@ctbc.edu.tw
Professional Experiences

  • Department of Artificial Intelligence, CTBC Financial Management College Associate Professor (2019/08~Present)

  • Department of Business Administration, CTBC Financial Management College Assistant Professor (2018/08~2019/07)

  • Department of Animation and Game Design, Da-Yeh University Assistant Professor (2015/02~2018/07)

  • Department of Digital Content Design and Management, Da-Yeh University Assistant Professor (2013/02~2015/01)

  • Department of Network Systems, Da-Yeh University Assistant Professor (2011/02~2013/01)

  • Office of Academic Affairs, Da-Yeh University Head of Instructional Resource Group (2011/02~2015/08、2016/07~2018/07)

  • U-Fong Technology Co., Ltd. System Analyst/Factory Automation Decision Support (2010/08~2011/01)

  • Department of E-Learning Technology, Tainan University Industry Lecturer (2009/11~2010/07)
Peer Reviewed Journal Papers / Peer Reviewed International Proceedings
  1. Che-Nan Kuo, Yu-Da Lin,  Duc-Man Nguyen, and Yu-Huei Cheng*(2023, Jul),“Based on Decision Tree Model to Analyze the Influencing Factors of Customer’s Insurance Transactions,”Journal of Information Science and Engineering, vol.  39, no. 4, pp.797-807. [SCI]【First Author】
  2. Yu-Huei Cheng, Duc-Man Nguyen, and Che-Nan Kuo*(2023, Mar),“An Innovative Table Tennis Scoring System Using Deep Residual Network,”Engineering Letters, vol. 31, no. 1, pp. 315-319. [Scopes]【Corresponding Author】
  3. Yu-Huei Cheng, Duc-Man Nguyen, and Che-Nan Kuo*(2022, Nov),“Machine Learning for Music Genre Classification Using Visual Mel Spectrum,”Mathematics, vol.  10, issue 23, 4427. [SCI]【Corresponding Author】
  4. Che-Nan Kuo, and Yu-Huei Cheng*(2021, May),“Every edge lies on cycles of folded hypercubes with a pair of faulty adjacent vertices,”Discrete Applied Mathematics, vol.  294, pp. 1-9. [SCI]【First Author】
  5. Yu-Huei Cheng, Pang-Ching Chang, Duc-Man Nguyen, and Che-Nan Kuo*(2021, Mar),“Automatic Music Genre Classification Based on CRNN,”Engineering Letters, vol. 29, no. 1, pp. 312-316. [Scopes]【Corresponding Author】
  6. Che-Nan Kuo, and Yu-Huei Cheng* (2021, Feb) ,“Every edge lies on cycles of folded hypercubes with a pair of faulty adjacent vertices,”Discrete Applied Mathematics, vol. 294, pp. 1-9. [SCI]【First Author】
  7. Yu-Huei Cheng, Pei-Ju Chao, Hsin-Ying Liang, and Che-Nan Kuo* (2020, Dec) ,“Smart Home Environment Management Using Programmable Logic Controller,”Engineering Letters, vol. 28, no. 4, pp. 1174-1181. [Scopes]【Corresponding Author】
  8. Che-Nan Kuo and Yu-Huei Cheng* (2020, Apr) ,“Hamiltonian Cycle in Folded Hypercubes with Highly Conditional Edge Faults,”IEEE ACCESS, vol. 8, pp.80908 - 80913. [SCI]【First Author】
  9. Che-Nan Kuo and Yu-Huei Cheng* (2020, Mar) ,“ Fault-Free Cycles Embedding in Folded Hypercubes with F4,”Theoretical Computer Science, vol. 820, pp. 85-90. [SCI]【First Author】
  10. Che-Nan Kuo and Yu-Huei Cheng*(2019, Aug), “Folded Hypercubes with Cycles Embed-ding in Hybrid Conditionally Faulty,” IAENG International Journal of Applied Mathematics, vol. 49, no. 3, pp. 375-380. [Scopes]【First Author】
  11. Che-Nan Kuo and Yu-Huei Cheng* (2019, Jul). Cycles in Folded Hypercubes with Two Adjacent Faulty Vertices. Theoretical Computer Science, vol. 795, pp. 115-118. [SCI][EI]【First Author】
  12. Che-Nan Kuo, Lai Ching-Ming, Teh Jiashen, and Yu-Huei Cheng*(2019, Jun), “EVALUA-TION OF THE SEARCH ABILITY FOR DIFFERENT ADAPTIVE INERTIA WEIGHT OF PARTICLE SWARM OPTIMIZATIONS,” Journal of Technology, vol. 34, no. 2, pp. 55-68. [Scopes]【First Author】
  13. Yu-Huei Cheng, Pei-Ju Chao, and Che-Nan Kuo*(2019, May), “Mobile Robot Path Planning using a Teaching-Learning-Interactive Learning-Based Optimization,” IAENG International Journal of Computer Science, vol. 46, no. 2, pp. 199-207. [Scopes]【Corresponding Author】
  14. Yu-Huei Cheng, Ching-Ming Lai, Jiashen Teh, and Che-Nan Kuo*(2018, Dec), “Evolutionary Computation-Based Memetic Algorithm Against Genetic Algorithm to Improve PCR-RFLP As-say Primers of SNP Genotyping,” IEEE Acess, vol. 6, pp. 77807-77815. [SCI][EI] 【Corresponding Author】
  15. Yu-Huei Cheng, Jiun-Jian Liaw, and Che-Nan Kuo*(2018, Aug), “REHUNT: a reliable and open source package for restriction enzyme hunting,” BMC Bioinfomatics, vol. 19, no. 178, pp. 1-12. [SCI][EI] 【Corresponding Author】
  16. Che-Nan Kuo and Yu-Huei Cheng*(2017, Mar), “Cycles embedding in folded hypercubes with conditionally faulty vertices,” Discrete Applied Mathematics, vol. 220, pp. 55-59. [SCI][EI]
  17. Che-Nan Kuo* (2016, Dec) , “Embedding every cycle in conditionally faulty folded hypercubes,” Journal of Interconnection Networks, vol. 16, issue 3&4, pp. 165006-1~165006-10. [World Scientific] [EI]
  18. Yu-Huei Cheng, Che-Nan Kuo, and Ching-Ming Lai* (2016, Oct), “Effective Natural PCR-RFLP Primer Design for SNP Genotyping Using Teaching-Learning-Based Optimization With Elite Strategy,” IEEE TRANSACTIONS ON NANOBIOSCIENCE, vol. 15, no. 7, pp. 657-665. [SCI][EI]
  19. Che-Nan Kuo* and Iain A. Stewart (2016, Feb), “Edge-pancyclicity and edge-bipancyclicity of faulty folded hypercubes,” Theoretical Computer Science, vol. 627, pp. 102-106. [SCI][EI]
  20. Che-Nan Kuo*(2016, Jan), “Vertex-fault-tolerant cycles embedding in 4-conditionally faulty folded hypercubes,” Discrete Applied Mathematics, vol. 205, pp. 80-85. [SCI][EI]
  21. Che-Nan Kuo*(2015, Dec), “Every edge lies on cycles embedding in folded hypercubes with both vertex and edge faults,” Discrete Mathematics, Algorithms and Applications, vol. 8, no. 1, pp. 1650001-1~1650001-13. [World Scientific]
  22. Che-Nan Kuo*(2015, Aug), “Pancyclicity and bipancyclicity of folded hypercubes with both vertex and edge faults,” Theoretical Computer Science, vol. 602, pp. 125-131. [SCI][EI]
  23. Che-Nan Kuo*(2015, May), “Every edge lies on cycles embedding in folded hypercubes with vertex-fault-tolerant,” Theoretical Computer Science, vol. 589, pp. 47-52. [SCI][EI]
  24. Che-Nan Kuo, Chia-Wei Lee, Nai-Wen Chang, and Kuang-Husn Shih* (2014, Jul), “Extended fault-tolerant bipanconnectivity and panconnectivity of folded hypercubes,” International Journal of Mobile Communications, vol. 12, no. 4, pp. 397-410. [SSCI]
  25. Che-Nan Kuo, Hsin-Hung Chou, Nai-Wen Chang, and Sun-Yuan Hsieh* (2013, Mar), “Fault-tolerant path embedding in folded hypercubes with both node and edge faults,” Theoretical Computer Science, vol. 475, pp. 82-91. [SCI][EI]
Conference Paper
  1. Che-Nan Kuo, Yu-Da Lin, and Yu-Huei Cheng( (2021, Nov) ,“Analyze influence factors in customer’s insurance transaction by decision tree model,”The 26th International Conference on Technologies and Applications of Artificial 
    Intelligence (TAAI 2021), Taichung, Taiwan.
  2. Yu-Huei Cheng, Hong-Kai Ruan, Jiun-Jian Liaw, and Che-Nan Kuo (2020, Nov) ,“Smart Home Trash Can based on Artificial Intelligence Technologies,”2020 International Symposium on Computer, Consumer and Control (IS3C 2020), Taichung, Taiwan.
  3. Yu-Huei Cheng, Pang-Ching Chang, and Che-Nan Kuo (2020, Nov) ,“Convolutional Neural Networks Approach for Music Genre Classification,”2020 International Symposium on Computer, Consumer and Control (IS3C 2020), Taichung, Taiwan.
  4. Yu-Huei Cheng and Che-Nan Kuo (2020, Mar) ,“Development of IoT-Based Simply Constructed Mobile Biomedical Signals Extraction Device,”2020 Asian Conference on Intelligent Information and Database Systems (ACIIDS 2020), Phuket, Thailand.
  5. Yu-Huei Cheng, Che-Nan Kuo, Ching-Ming Lai (2017, Jul). Comparison of the adaptive inertia weight PSOs based on chaotic logistic map and tent map. Proceedings of the 2017 IEEE International Conference on Information and Automation, China.
  6. 郭哲男、鄭煜輝、楊舜光（2017年04月）。摺疊式超立方體物聯網絡拓樸上探討可容錯之迴路嵌入性質。2017第十一屆資訊科技國際研討會暨第七屆台灣網路智能學會學術論壇，台中，台灣。
  7. Yu-Huei Cheng, Che-Nan Kuo, and Ching-Ming Lai (2016, May) , “An Improved Evolutionary Mehtod with Test in Different Crossover Rates for PCR-RFLP SNP Genotyping Primer Design,” International Conference on Nanotechnology and Biomedical Engineering-ICNBE 2016, kuala Lumpur, Malaysia.
  8. Yu-Huei Cheng, Che-Nan Kuo, and Ching-Ming Lai (2015, Feb) , “Double Inertia Weight-Based Particle Swarm Optimization,” On Advances in Applied Science and Environmental Technology-ASET 2015, Bangkok, Thailand.
  9. Che-Nan Kuo (2014, Dec), “Extended cycles embedding on folded hypercubes with vertex-fault-tolerant,” International Computer Symposium ICS 2014, Tunghai University, Taichung, Taiwan.
  10. Yu-Huei Cheng and Che-Nan Kuo (2014, Mar), “SBCAW-PSO: A sine-based chaotic adaptive inertia weight particle swarm optimization,” Proceedings of the International MultiConference of Engineers and Computer Scientists, Hong Kong.
  11. 郭哲男（2013年05月）。植基於摺疊式超立方體網路拓樸架構上探討可容錯一點之雙分泛連結與泛連結性質。2013 資訊技術應用與管理研討會(Information Technolog  ies, Applications and Management Conference)，高雄，台灣。
Research Projects

  1.  MOST 112-2221-E-432 -002-互補邊圖族之容錯漢彌爾頓性質延續性研究，主持人，112/8/1~113/7/31

  2. MOST 111-2221-E-432 -001-補邊圖族之容錯漢彌爾頓嵌入性質研究，主持人，111/8/1~112/7/31

  3. MOST 110-2221-E-432 -001-互連網路中補邊圖族之容錯嵌入性質研究，主持人，110/8/1~111/7/31

  4. MOST 109-2221-E-324-029- 深度學習PCR引子設計演算法與系統之研發，共同主持人，109/8/1~110/7/31

  5.  MOST 107-2622-E-324-002 -CC3-具行動醫療應用之可攜式長期照護系統-可擴充整合式生醫訊號提取裝置的研發，共同主持人，107/8/1~108/7/31

  6. MOST 107-2221-E-324-020-具創新之高通量多點誘發突變引子設計研究用於單一核苷酸多型性基因定型分析，共同主持人，107/8/1~108/7/31

  7. MOST 106-2221-E-464-001-植基於摺疊式超立方體網路拓樸上探討高度容錯之迴路嵌入性質，主持人，106/8/1~107/7/31

  8. MOST 105-2221-E-464-001-植基於條件式錯誤之摺疊式超立方體網路拓樸上探討可容錯之各種迴路嵌入性質，主持人，105/8/1~106/7/31

  9. MOST 104-2221-E-464-003-研發改良式教導學習最佳化演算法用於高通量SNP基因定型之自然PCR-RFLP引子設計，共同主持人，104/8/1~105/7/31

  10. MOST 104-2221-E-464-001-植基於摺疊式超立方體網路拓樸上探討可同時容錯點與邊之迴路嵌入性質，主持人，104/8/1~105/7/3

  11. MOST 103-2221-E-464-004-粒線體單一核苷酸多型性偵辨於疾病網路關聯性分析演算法之研發，共同主持人，103/8/1~104/7/31

  12. MOST 103-2221-E-464-002-植基於摺疊式超立方體網路拓樸上探討點容錯且可含括任意邊之迴路嵌入性質研究，主持人，103/8/1~104/7/31

  13. NSC 102-2221-E-464-002-植基於摺疊式超立方體網路拓樸之容錯嵌入點泛圓及泛連結性質研究，主持人，102/8/1~103/7/31
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