Pei-Chun Lin

Pei-Chun Lin

Associate Professor

Pei-Chun Lin received her Ph.D. degree from the Graduate School of Information, Production and Systems (IPS), Waseda University, Japan. During her Ph.D. period, she was built a series of statistical models for fuzzy data, which was applied to decision-making systems in various fields. After she graduating with her Ph.D., she worked as a researcher at IPS of Waseda University and continued to specialize in the applications of fuzzy statistical models, and brought fuzzy statistical models into artificial intelligence (AI) related applications. Dr. Lin not only has good results in the research field but also serves as the editor and reviewer of many top journals. At the same time, she also serves as the keynote speaker for many international academic exchanges. Her research interests include Soft Computing, Artificial Intelligence Computing, Robotics Computing, Statistical Modeling, Cloud Computing, and Big Data Analysis, etc.

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Education：

  • 早稻田大學 情報生產管理學研究院 博士
  • 國立政治大學 應用數學系 碩士
  • 國立高雄師範大學 數學系 學士

Research Interest：

  • Fuzzy Statistics
  • Statistical Modeling
  • Kansei Engineering
  • Big Data Analytics
  • Artificial Intelligence Development and Application
  1. Odle, E., Y.-J. Hsueh, and P.-C. Lin, "Semantic Positioning Model Incorporating BERT/RoBERTa and Fuzzy Theory Achieves More Nuanced Japanese Adverb Clustering," Electronics, Vol. 12, No. 19, 4185, 2023-10. (SCIE)
  2. Hamijah Mohd Rahman, Nureize Arbaiy, Chuah Chai Wen, and P.-C. Lin, "Estimating Probability Values based on Naïve Bayes for Fuzzy Random Regression Model," International Journal of Advanced Computer Science and Applications (IJACSA), Vol. 14, No. 8. pp. 579-584, 2023-08. (EI)
  3. Muhammad Shukri Che Lah, Nureize Arbaiy, and P.-C. Lin, "An improved ARIMA fitting procedure," AIP Conference Proceedings, Vol. 2644, No. 1, 040005-1–040005-7, 2022-11. (.)
  4. Muhammad Shukri Che Lah, Nureize Arbaiy, and P.-C. Lin, "Forecasting of ARIMA air pollution with improved fuzzy data preparation," AIP Conference Proceedings, Vol. 2644, No. 1, 040006-1–040006-7, 2022-11. (.)
  5. Nazim Razali, Aida Mustapha, Nureize Arbaiy, and P.-C. Lin, "Deep learning for football outcomes prediction based on football rating system," AIP Conference Proceedings, Vol. 2644, No. 1, 040007-1–040007-7, 2022-11. (.)
  6. N. Kalashnykova, V. Kalashnikov, J. Watada, J. G. Flores-Muñiz, T. Anwar and P. -C. Lin, "Consistent Conjectural Variations Equilibrium in a Mixed Oligopoly Model with a Labor-Managed Company and a Discontinuous Demand Function," IEEE Access, Vol. 10, pp. 107799-107808, 2022-10. (SCIE)
  7. Muhammad Shukri Che Lah, Nureize Arbaiy, Syahir Ajwad Sapuan, and P.-C. Lin, "Environmental noise pollution forecasting using Fuzzy-Autoregressive Integrated Moving Average modelling," International Journal of Advanced Computer Science and Applications, Vol. 13, No. 9, pp. 838-843, 2022-09. (EI)
  8. X. Song, B. Wang, P.-C. Lin, G. Ge, R. Yuan, and J. Watada, "Scenario-Based Distributionally Robust Unit Commitment Optimization Involving Cooperative Interaction with Robots," Information Systems Frontiers, 10.1007/s10796-022-10335-9, 2022-09. (SCIE)
  9. Judith Kelner, P.-C. Lin, Kelvin KF Tsoi, Zakaria Maamar, Patrick CK Hung, Dickson KW Chiu, Kevin KW Ho, "Guest editorial: Social robots, services and applications," Library Hi Tech, Vol. 40, No. 4, pp. 873-877, 2022-08. (SSCI)
  10. P.-C. Lin, Patrick C. K. Hung, Ying Jiang, Carolina Padilla Velasco, and Marco Antonio Martínez Cano, "An Experimental Design for Facial and Color Emotion Expression of a Social Robot," J Supercomput, 79, 1980–2009, 2022-08. (SCIE,EI)
  11. P.-C. Lin, B. Yankson, V. Chauhan, and M. Tsukada, "Building a Speech Recognition System with Privacy Identification Information based on Google Voice for Social Robots," J Supercomput, 78, 15060-15088, 2022-04. (SCIE,EI)
  12. S. B. Yaakob, A. S. F. Rahman, N. M. Mukhtar, M. N. Yaakob, N. Arbaiy, and P.-C. Lin, "A Decade of Soft Computing Approaches in Power System Investment Planning," Journal of Physics: Conference Series, 1878 (2021) 012042, 2021-05. (EI)
  13. Foo Yoke Ling, Nureize Arbaiy, Yana Mazwin Mohmad Hassim, and P.-C. Lin, "Bus Ticketing System with Multiple Routes Suggestion," Turkish Journal of Computer and Mathematics Education, Vol.12, No.3, pp. 1816-1824. (DOI: https://doi.org/10.17762/turcomat.v12i3.1010), 2021-04. (.)
  14. N. L. Sheng, N. Arbaiy, C. C. Wen, and P.-C. Lin, "Delivery Route Management based on Dijkstra Algorithm," Baghdad Science Journal, vol. 18, no. 1(Suppl.), p. 0728 (DOI: https://doi.org/10.21123/bsj.2021.18.1(Suppl.).0728), 2021-03. (.)
  15. P.-C. Lin and N. Arbaiy, "User-Oriented Preference Toward a Recommender System," Baghdad Science Journal, Vol. 18, No. 1(Suppl.), p. 0746 (DOI: https://doi.org/10.21123/bsj.2021.18.1(Suppl.).0746), 2021-03. (.)
  16. P.-C. Lin, "Character model identification and interactive AI simulation application," Impact, Volume 2020, Number 4, pp. 70-72(3), 2020-10. (.)
  17. P.-C. Lin, Muhammad Shukri Che Lah, and Nureize Arbaiy, "An Architecture of Air Pollution Alert System based on ARIMA Model," Solid State Technology, Vol. 63 No. 3, pp.881 – 892, 2020-10. (EI)
  18. Mohammad Haris Haikal Othman, Nureize Arbaiy, Muhammad Shukri Che Lah, and P.-C. Lin, "Mean-Variance Model with Fuzzy Random Data," Journal of Critical Reviews, Vol. 7, No.8, pp.1347-1352, 2020-07. (.)
  19. Muhammad Shukri Che Lah, Nureize Arbaiy, and P.-C. Lin, "Stock Index Modelling Using ARIMA with Standard Deviation Based Triangular Fuzzy Numbers," Journal of Critical Reviews, Vol. 7, No.8, pp.1264-1268, 2020-07. (.)
  20. Muhammad Izwan Idris, Abdul Hadi Abd Rahman, P.-C. Lin, and Patrick C. K., "Life Expectancy Analysis of DSR and DSDV Protocol in MANET with Dos Attack," International Journal of Computer Science and Network Security, Vol.20, No.3 2020., 2020-03. (ESCI)
  21. P.-C. Lin, C.-A., Lai, Y.-H. Lin, M. Haris Haikal Othman, "Movie Recommender Chatbot Based on Kansei Engineering," Journal of Soft Computing and Data Mining, Vol. 01, No.01, pp. 36-45, 2020-03. (.)
  22. Nureize Arbaiy, Syahir Ajwad Sapuan, Muhammad Shukri Che Lah, Mohamad Haris Haikal Othman, and P.-C. Lin, "The Construction Site Ambient Noise Monitoring System with Internet of Things (IoT)," Computational Research Progress in Applied Science & Engineering, Vol. 05, No.04, pp.118-121, 2019-12. (.)
  23. Ng Pui Xiang, Nureize Arbaiy, Hamijah Ab Rahman, Mohd Zaki Mohd Salikon, and P.-C. Lin, "Confidence interval calculator for fuzzy random regression," AIP Conference Proceeding, Vol. 1974, Issue.1, 2018-06. (.)
  24. Arbaiy, Nureize, Hamijah Ab Rahman, Mohd Zaki Mohd Salikon, and P.-C. Lin, "Workplace Safety Risk Assessment Model Based on Fuzzy Regression," Advanced Science Letters, Volume 24, No. 3, pp. 1656-1659, 2018-03. (.)
  25. Hamijah Mohd. Rahman, Nureize Arbaiy, and P.-C. Lin, "Hybrid Uncertainties Modeling for Production Planning Problems," Communications in Mathematics and Applications, Vol. 8, No. 2, pp. 191–206, 2017-06. (ESCI)
  1. Odle, Eric, Y.-J. Hsueh, S. Ghzal, and P.-C. Lin,"Japanese adverb taxonomy: Modern nlp tools and comparative linguistic analysis ," 30th Annual Conference of the Association for Natural Language Processing, pp. 1592-1596, 2024-03. 神戸国際会議場 .
  2. Junzo Watada, P.-C. Lin, Bo Wang, and Jeng-Shyang Pan,"A Type 2 Fuzzy Set Approach For Natural Words Regression Analysis Under Random Environment ," 17th International Conference on Innovative Computing, Information and Control (ICICIC2023), ., 2023-08. Kumamoto International Conference Hall .
  3. Muhammad Shukri Che Lah, Nureize Arbaiy, and P.-C. Lin,"ARIMA-LP: A Hybrid Model for Air Pollution Forecasting with Uncertainty Data ," 2023 IEEE 8th International Conference On Software Engineering and Computer Systems (ICSECS), pp. 353-356, 2023-08. Penang .
  4. Zeyu Xiong, P.-C. Lin, and Amin Farjudian,"Retaining Semantics in Image to Music Conversion ," 24th IEEE International Symposium on Multimedia, pp. 228-235, 2022-12. Royal Continental Hotel .
  5. P.-C. Lin, Benjamin Yankson, and Patrick C. K. Hung,"A Prototype of Privacy Identification System for Smart Toy Dialogue Design ," 17th IEEE International Conference on Networking, Sensing and Control (IEEE ICNSC 2020), pp., 2020-10. Hotel Hall .
  6. P.-C. Lin, Benjamin Yankson, Zhihui Lu, and Patrick C. K. Hung,"Children Privacy Identification System in LINE Chatbot for Smart Toys ," IEEE International Conference on Cloud Computing (IEEE CLOUD 2019), pp.86-90, 2019-07. Università degli Studi di Milano .
  7. Mohammad Haris Haikal Othman, Nureize Arbaiy, Muhammad Shukri Che Lah and P.-C. Lin,"Fuzzy Random Data Preparation in Portfolio Selection Model ," 5th International Conference on Communication, Management and Information Technology, pp., 2019-03. International Hall .
  8. P.-C. Lin, David Mettrick, Patrick C. K. Hung, and Farkhund Iqbal,"Towards A Music Visualization on Robot (MVR) Prototype ," IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR), pp.256-257, 2018-12. Hotel Hall .
  9. Sheng-Tsung Hou, Forrence HsinHung Chen, and P.-C. Lin,"From sharing good to build a common good society: Take the mobility platform for vulnerable groups as an example ," 15th International Symposium on Pervasive Systems, Algorithms and Networks (I-SPAN), pp.335-336, 2018-10. Hotel .
  10. P.-C. Lin and A. Nureize,"A Novel Classifier for A Kansei Recommender System ," 2018 IEEE International Conference on Cognitive Computing, pp.114-117, 2018-07. Hotel Hall .
  11. P.-C. Lin, A. Nureize and Y.-C. Hsiao,"Hypothesis Test for Identifying the Vague Factors from Consolidated Income ," 2017 IEEE International Conference on Fuzzy Systems (Fuzzy-IEEE), pp.1-6, 2017-07. Royal Continental Hotel .
  1. P.-C. Lin, Nureize Arbaiy, Shamshul Bahar Yaakob, Qu-Kai Lin, and Ching-Hung Chiu/ARIMA Model Analysis for Portfolio Selection/Transactions on Computational Science & Computational Intelligence/ Springer/2022-07-01/ISSN: 2569-7072/None
  2. Eric Odle, P.-C. Lin, and Amin Farjudian/Comparing Recurrent Neural Network Types in a Music Genre Classification Task: Gated Recurrent Unit Superiority using the GTZAN Dataset/Transactions on Computational Science & Computational Intelligence/ Springer/2022-07-01/ISSN: 2569-7072/None
  3. Muhammad Shukri Che Lah, Nureize Arbaiy, Yana Mazwin Mohmad Hassim, Mohd Najib Mohd Salleh, Pei-Chun Lin, and Shamshul Bahar Yaakob/Fuzzy-Autoregressive Integrated Moving Average (F-ARIMA) Model to Improve Temperature forecast/Recent Advances on Soft Computing and Data Mining, Lecture Notes in Networks and Systems (LNNS)/ Springer/2022-05-01/Vol.457, pp. 46-55/None
  4. P.-C. Lin, and Patrick C. K. Hung/A Case Study of Facial Expression and Color for Social Robot’s Emotion Expression/Transactions on Computational Science & Computational Intelligence/ Springer/2021-07-01/ISSN: 2569-7072/
  5. Tang Ren Shyang, Adrian Loh Sheng Pang, Nureize Arbaiy, Mohammad Haris Haikal Othman, Mohd Zaki Mohd Salikon, and Pei-Chun Lin/Fuzzy Coordination System for Traffic Light/Lecture Notes in Electrical Engineering/ Springer/2020-07-01/Vol 678, pp. 133-144/None
  6. Mohammad Haris Haikal Othman, Nureize Arbaiy, Muhammad Shukri Che Lah, and Pei-Chun Lin/Fuzzy Random Based Mean Variance Model for Agricultural Production Planning/Advances in Intelligent Systems and Computing/ Springer/2019-12-01/Vol 978, pp.15-24/None
  7. P.-C. Lin, David Mettrick, Patrick C. K. Hung, and Farkhund Iqbal/Robot Computing for Music Visualization/Lecture Notes in Computer Science (LNCS)/ Springer/2019-03-01/Vol. 11436, pp. 438-447/
  8. P.-C. Lin and A. Nureize/An Algorithm Design of Kansei Recommender System/Recent Advances on Soft Computing and Data Mining/ Advances in Intelligent Systems and Computing (AISC)/2018-01-01/Vol.700, pp. 115-123/EI
  9. A. Nureize, Noor Azah Samsudin, Aida Mustapa, Junzo Watada, Pei-Chun Lin/An Enhanced Possibilistic Programming Model with Fuzzy Random Confidence-Interval for Multi-Objective Problem/Innovative Computing, Optimization and Its Applications/ Springer/2017-11-01/Vol.741, pp. 217-235/
  1. 專業書籍/J. Watada, S. C. Tan, P.-C. Lin, H. Yano, Y. Yabuuchi, E. Padmanabhan, L.C. Jain/Unconventional Methods for Geoscience, Shale Gas and Petroleum in the 21st Century/ Advances in Energy Research and Development, Vol. 2, IOS Pub/德國/2023-09-01/320/ /
  1. 逢甲學生人流資料之分析/2017-07~2018-02/ 106-2813-C-035-083-E/主持人
  2. 基於感性工程之聊天機器人推薦系統/2018-07~2019-02/ 107CFD0600091/主持人
  3. 人物模型認定與互動AI模擬應用/2019-08~2020-07/ MOST108-2221-E-035-065-/主持人
  4. 對話系統之安全性偵測模擬及其應用(1/2)/2020-08~2021-07/ MOST109-2221-E-035-063-MY2/主持人
  5. 對話系統之安全性偵測模擬及其應用(2/2)/2021-08~2022-07/ MOST109-2221-E-035-063-MY2/主持人
  6. 邀請University of Ontario Institute of Technology C.K. Patrick Hung教授/2020-04~2020-12/ 109-2912-I-035-502/主持人
  1. （107年）中台灣弱勢與偏鄉行動服務支持系統/2018-01~2018-12/ 共同主持人
  2. （108年〉中台灣弱勢與偏鄉行動服務支持系統/2019-01~2019-12/ 協同主持人
  3. 凱智綠能科技股份有限公司申請投資設立中部科學園區之諮詢顧問案/2022-10~2022-11/ 共同主持人
  4. 106 年度教育部補助大學社會責任實踐計畫(B類：萌芽型計畫)「中台灣弱勢與偏鄉行動服務支持系統」/2017-08~2018-03/ 協同主持人
  1. 112/逢甲大學論文著作獎勵傑出獎/逢甲大學/ 2023-11-15/An Experimental Design for Facial and Color Emotion Expression of a Social Robot
  2. 112/逢甲大學論文著作獎勵優等獎/逢甲大學/ 2023-11-15/Environmental noise pollution forecasting using Fuzzy-Autoregressive Integrated Moving Average modelling
  3. 112/逢甲大學論文著作獎勵傑出獎/逢甲大學/ 2023-11-15/Scenario-Based Distributionally Robust Unit Commitment Optimization Involving Cooperative Interaction with Robots
  4. 112/逢甲大學論文著作獎勵傑出獎/逢甲大學/ 2023-11-15/Building a Speech Recognition System with Privacy Identification Information based on Google Voice for Social Robots
  5. 112/逢甲大學論文著作獎勵傑出獎/逢甲大學/ 2023-11-15/Consistent Conjectural Variations Equilibrium in a Mixed Oligopoly Model with a Labor-Managed Company and a Discontinuous Demand Function
  6. 111/逢甲大學論文著作獎勵優良獎/逢甲大學/ 2022-11-15/A Decade of Soft Computing Approaches in Power System Investment Planning
  7. 110/逢甲大學論文著作獎勵優良獎/逢甲大學/ 2021-11-15/An Architecture of Air Pollution Alert System based on ARIMA Model
  1. Kansei Engineering on Artificial Intelligent and Its Application/International Society of Management Engineers/2020-12
  2. Artificial Intelligence Applications in Future Robots/Faculty of Information Science and Technology, UKM/2019-04
  3. 逢甲大學MOOCs/SPOCs課程推動經驗分享會/逢甲大學雲端學院/逢甲大學圖書館/2019-03
  4. 日本留學經驗&移地教學計畫宣導/資電學院資訊工程系/2018-03
  5. 從日本人的視角反思台灣之教育/公共事務與社會創新研究所/逢甲大學B型企業/2017-11
  6. 新世代機器人-智慧玩具/國立政治大學應用數學系演講/2016-11
  1. None/雲端學院/計算機概論及實習II/ 林佩君/MOOCs/SPOCs
Last update：2024-4-24, 9:14 a.m. Next update：2024-4-25, 9 a.m.