現 職： 東吳大學數學系, 助理教授
學術興趣： 金融資料分析, 資金管理, 預測市場, 密碼學

學 歷
2004.09~2009.01 國立清華大學資訊工程研究所 博士

2002.09~2004.06 國立交通大學應用數學研究所 碩士

1998.09~2002.06 國立清華大學數學系純粹數學組 學士

1996.09~1998.06 師範大學附屬高級中學 (科學教育實驗班)

經 歷
2014.02~迄今 東吳大學數學系, 助理教授

2013.02~迄今 交易知識網站--幣圖誌, 謀權奪利真英雄, 專欄作家(牧清華)

2013.06~2014.01 中央研究院, 資訊科學研究所, 博士後研究員

2013.02~2013.06 工業技術研究院, 產業經濟與趨勢研究中心, 研究員

2009.02~2013.02 中央研究院, 資訊科學研究所, 博士後研究員 (研發替代役)

2010.03~2010.05 新加坡, 南洋理工大學(NTU, SPMS), 訪問學者

2008.07~2008.07 澳洲, 麥覺理大學(Macquarie University), 訪問學者

2007.09~2008.05 新加坡, 南洋理工大學(NTU, SPMS), 訪問學者(國科會千里馬計畫)

期刊論文(DBLP: Mu-En Wu)

  1. Mu-En Wu, Chia-Hung Wang, Wei-Ho Chung, "Using Trading Mechanisms to Investigate Large Futures Data and Its Implications to Market Trends", accepted for publication in SOFT COMPUTING. (SCI, EI)

  2. Raylin Tso, Abdulhameed Alelaiwi, Sk Md Mizanur Rahman, Mu-En Wu, M. Shamim Hossain, "Privacy-Preserving Data Communication Through Secure Multi-Party Computation in Healthcare Sensor Cloud", to appear in Journal of Signal Processing Systems (SCI).

  3. Hui-Huang Tsai, and Mu-En Wu*, and Wei-Hwa Wu, "The Information Content of Implied Volatility Skew: Evidence on Taiwan Stock Index Options," to appear in Data-Science-and-Pattern-Recognition. (Correspond author*)

  4. Chien-Ming Chen, Tsu-Yang Wu, Raylin Tso and Mu-En Wu*, "On the Security of a User Equipment Registration Procedure in Femtocell-Enabled Networks, " Journal of Universal Computer Science, vol. 21, no. 3 (2015), 406-418 (SCI, EI, Correspond author*)

  5. Mu-En Wu, Chien-Ming Chen, Yue-Hsun Lin and Hung-Min Sun, "On the Improvement of Wiener Attack on RSA with Small Private-exponent," The Scientific World Journal, Volume 2014 (2014). (SCI, EI, Impact Factor: 1.73, MULTIDISCIPLINARY SCIENCES:13/56=23.2%)

  6. Mu-En Wu, Shih-Ying Chang, Chi-Jen Lu, Hung-Min Sun, "A Communication-efficient Private Matching Scheme in Client-Server Model," Information Sciences, Volume 275, pp. 348-359, August 2014. (SCI, EI, Impact Factor: 3.643, COMPUTER SCIENCE, INFORMATION SYSTEMS: 6/132=4.5%)

  7. Shuai-Min Chen, Mu-En Wu, King-Hang Wang, and Hung-Min Sun "CRFID:An RFID System with a Cloud Database as a Back-end Server" Future Generation Computer Systems, Volume 30, January 2014, Pages 155–161 (SCI, EI, Impact Factor: 1.978, COMPUTER SCIENCE, THEORY & METHODS: 15/100=15%)

  8. Mu-En Wu, Raylin Tso, and Hung-Min Sun "On the Improvement of Fermat Factorization using a Continued Fraction Technique" Future Generation Computer Systems, Volume 30, January 2014, pp. 162-168 (SCI, EI, Impact Factor: 1.978, COMPUTER SCIENCE, THEORY & METHODS: 15/100=15%)

  9. Ta-Wei Hung, Mu-En Wu, Hsueh-I Lu, and Jan-Ming Ho “Rating Equity Funds against Return of Random Traders” ASE Science Journal, volume 2, No. 1, 2013.

  10. Shih-Ying Chang, Yue-Hsun Lin, Hung-Min Sun, and Mu-En Wu, "Practical RSA Signature Scheme Based on Periodical Re-keying for Wireless Sensor Networks," ACM Transactions on Sensor Networks, volume 8, number 2, March 2012. (SCI, EI, Rank A by HKUST CSE, Impact Factor: 2.282, Ranking: TELECOMMUNICATIONS: top 6/78 = 7.7%)

  11. Hung-Min Sun, Mu-En Wu, Wei-Chi Ting and M. Jason Hinek, "Dual RSA and Its Security Analysis," IEEE Transaction on Information Theory. vol. 53, no. 8, pp. 2922-2933, Aug 2007. (SCI, EI, Rank A by HKUST CSE, Impact Factor: 2.376, Ranking: TELECOMMUNICATIONS: top 4/78 = 5.1%)

  12. Hung-Min Sun, Mu-En Wu, M. Jason Hinek, and Cheng-Ta Yang, "Trading Decryption for Speeding Encryption in Rebalanced-RSA," Journal of Systems and Software, volume 82, number 9, pages 1503-1512, September 2009. (SCI, EI, Impact Factor: 1.277)

  13. Hung-Min Sun, Cheng-Ta Yang and Mu-En Wu, "Short-Exponent RSA," IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, volume E92-A, number 3, pages 912-918, March 2009. (SCIE, EI)

  14. Hung-Min Sun, Mu-En Wu, and Cheng-Ta Yang, "A Note on Factoring alpha-LSBS Moduli," IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, volume E92-A, number 8, pages 2137-2138, August 2009. (SCIE, EI)

  15. Hung-Min Sun, Mu-En Wu, and Cheng-Ta Yang, "Simple Backdoors on RSA Modulus by Using RSA Vulnerability," IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, volume E92-A, number 9, pages 2326-2332, September 2009. (SCIE, EI)

會議論文(DBLP: Mu-En Wu)

  1. Hui-Huang Tsai, Mu-En Wu, Wei-Ho Chung, Cheng-Yu Lu, "On the Study of Trading Strategies within Limited Arbitrage based on SVM, "In Proceedings of the Tenth International Conference on Genetic and Evolutionary Computing (ICGEC 2016), November 7-9, 2016 Fuzhou City, Fujian Province, China.

  2. Wei-Hwa Wu, Hui-Huang Tsai, Mu-En Wu, "The Delayed Effect of Stealth Trading of Major Traders on Taiwan Stock Index Options. " In Proceedings of the International Conference on Business and Information (BAI 2016), Nagoya, Japan, July 03-05, 2016.

  3. Chia-Hung Wang and Mu-En Wu, "Numerical Evaluation of Two Management Schemes for Sharing Limited Bandwidth, "In Proceedings of the Third International Conference on Computing, Measurement, Control and Sensor Network (CMCSN 2016), Matsue, Shimane, Japan, May 20-22, 2016.

  4. Mu-En Wu, Chia-Hung Wang, Wei-Ho Chung, Raylin Tso and I-Hsuan Yang, "An Empirical Comparison between Kelly Criterion and Vince’s Optimal f," In Proceedings of the 2015 International Conference on Big Data Intelligence and Computing (DataCom 2015), Chengdu, China, Dec. 19-21, 2015.

  5. Mu-En Wu, Wei-Ho Chung, Chia-Hung Wang, "Empirical Study on Momentum Effect in Taiwan Index Futures Market, "In Proceedings of the Third International Conference on Robot, Vision and Signal Processing (RVSP-2015), Kaohsiung, Taiwan, Nov. 18-20, 2015.

  6. Wei Ren, Yi Ren, Mu-En Wu, and Chia-Jung Lee, "A Robust and Flexible Access Control Scheme for Cloud-IoT Paradigm with Application to Remote Mobile Medical Monitoring ," In Proceedings of the Third International Conference on Robot, Vision and Signal Processing (RVSP-2015), Kaohsiung, Taiwan, Nov. 18-20, 2015.

  7. Chia-Jung Lee, Chao-Kai Chiang, and Mu-En Wu, "Resisting Dynamic Strategies in Gradually Evolving Worlds," In Proceedings of the Third International Conference on Robot, Vision and Signal Processing (RVSP-2015), Kaohsiung, Taiwan, Nov. 18-20, 2015.

  8. Chia-Hung Wang, Chia-Jung Lee, Wei-Ho Chung, Mu-En Wu, "An Atomic Routing Game for Multi-class Communication Networks with Quality of Service Requirements," In Proceeding of the 24th Wireless and Optical Communication Conference (WOCC 2015),Taipei, Taiwan, Oct.23-24, 2015.

  9. Chia-Hung Wang, Mu-En Wu, Wei-Ho Chung, "Perspectives of Bandwidth Sharing Schemes in Communication Systems with Blocking, "In Proceedings of the Fifth ASE International Conference on Big Data (BigData 2015), Kaohsiung, Taiwan, Oct. 7-9, 2015 (Accept Rate:13%)

  10. Chia-Hung Wang, Mu-En Wu, and Chien-Ming Chen, "Inspection Risk and Delay for Screening Cargo Containers at Security Checkpoints, " In Proceedings of the Eleventh International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP-2015), Adelaide, Australia, Sep. 23-25, 2015.

  11. Jeng-Shyang Pan, Chi-Yao Weng, Mu-En Wu, Chwei-Shyong Tsai, and Chien-Ming Chen, "A KL Divergence Function for Randomized Secret Shares, " In Proceedings of the Eleventh International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP-2015), Adelaide, Australia, Sep. 23-25, 2015.

  12. Mu-En Wu, Hui-Huang Tsai, Raylin Tso, and Chi-Yao Weng, "An Adaptive Kelly Betting Strategy for Finite Repeated Games," In Proceeding s of the Ninth International Conference on Genetic and Evolutionary Computing (ICGEC 2015), Yangon, Myanmar, Aug. 26-28, 2015.

  13. Jeng-Shyang Pan, Raylin Tso, Mu-En Wu, Chien-Ming Chen, "Security Analysis of an Anonymous Authentication Scheme Based on Smart Cards and Biometrics for Multi-Server Environments," In Proceeding s of the Ninth International Conference on Genetic and Evolutionary Computing (ICGEC 2015), Yangon, Myanmar, Aug. 26-28, 2015.

  14. Lun-Pin Yuan, Mu-En Wu, Chi-Yao Weng, Raylin Tso, Hung-Min Sun, "An Efficient and Shareable ID-Based Encryption with Keyword Search in Cloud Storages," The 2015 World Congress on Information Technology Applications and Services (World IT Congress 2015), Feb. 24-26, 2015, Jeju, Korea.

  15. Raylin Tso, Chien-Ming Chen, Xinying Zheng, Mu-En Wu, "A New Ultra-Lightweight RFID Authentication Protocol Based on Physical Unclonable Functions," 2014 Workshop on RFID Security, RFIDsec'14 ASIA, Nov. 27-28, 2014, Hualien, Taiwan.

  16. Yu-Chi Chen, Kunhan Lu, Raylin Tso, Mu-En Wu, "An Improved Visual Cryptography with Cheating Prevention." In Proceedings of the 13th International Workshop on Digital-Forensics and Watermarking (IWDW 2014), Oct. 1-4, 2014, Taipei, Taiwan.

  17. Ta-Wei Hung, Mu-En Wu, Chuan-Ju Wang, William W.Y. Hsu, and Jan-Ming Ho, "On the Design of Trading Schemes of Equity Funds Based on Random Traders," The 2014 IEEE International Conference on Granluar Computing (GrC 2014),(SS1: Intelligent Data Analysis and Applications) Oct. 22-24, Noboribetsu, Hokkaido, Japan.

  18. Chien-Ming Chen, Tsu-Yang Wu, Raylin Tso and Mu-En Wu, "Security Analysis and Improvement of Femtocell Access Control," In the Proceeding of the 8th International Conference on Network and System Security (NSS 2014)) Lecture Notes in Computer Science. Oct. 15-17, 2014. (Accepting Rate 25%)

  19. Chien-Ming Chen, Jeng-Shyang Pan, Raylin Tso, Szu-Wei Huang and Mu-En Wu, "Pitfalls in an Ultra-lightweight Authentication Protocol for Low-cost RFID," In Proceedings of the Tenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP-2014), Augest 2014.

  20. Yi-Cheng Tsai, Mu-En Wu, Chin-Laung Lei, Chung-Shu Wu, and Jan-Ming Ho, "Comparing Profitability of Day Trading Using ORB Strategies on Index Futures Markets in Taiwan, Hong-Kong and USA," The 10th Annual Conference of the Asia-Pacific Association of Derivatives Aug. 21-22, 2014 Busan, Korea.

  21. Ci-Rong Li, Chie-Yang Kuan, Bing-Zhe He, Mu-En Wu, Chi-Yao Weng, and Hung-Min Sun, “A Security System Based on Door Movement Detecting” (Intelligent Data analysis and its Applications, Volume 1) Advances in Intelligent Systems and Computing, Volume 297, pp. 155-163, June 13-15, 2014. Shenzen, China.

  22. Chien-Ming Chen, Mu-En Wu, Bing-Zhe He, Xinying Zheng, Chieh Hsing and Hung-Min Sun, “A methodology for Hook-Based Kernel Level Rootkits” Information Security Practice and Experience (ISPEC 2014), Xinyi Huang and Jianying Zhou, editors, Springer, Fuzchou, Fujian, China, Lecture Notes in Computer Science, 8434, pp. 119-128, May 2014. (Accepting Rate 22.7% (36/158))

  23. Ci-Rong Li, Chien-Ming Chen, Mu-En Wu, Tsui-Ping Chung, and Raylin Tso, “A Condition-based Location Authentication Protocol for Mobile Devices” In Proceedings of the Second International Conference on Computing, Measurement, Control and Sensor Network (CMCSN 2014), Tunghai University, Taichung, Taiwan, May 2014.

  24. Shuai-Min Chen, X. Zheng, Mu-En Wu, and Chien-Ming Chen, “A Secure and Efficient Handover Procedure between WiFi and WiMAX Network,” In Proc. of the International Conference on E-commerce and Information Engineering (ECIE 2014), Feb. 2014. 

  25. Ta-Wei Hung, Mu-En Wu, Hsueh-I Lu, and Jan-Ming Ho, “Rating Equity Funds against Return of Random Traders” 2013 ASE/IEEE International Conference on Economic Computing. (EconCom 2013), pp.756-761, Sep. 8-14, 2013. (Top 5%, Accepting Rate 8.8%) [link]

  26. Yi-Cheng Tsai, Mu-En Wu, and Jan-Ming Ho, “On the Study of ORB Trading Strategies: The Case of Taiwan Futures Index” Macao International Symposium on Accounting and Finance 2013, Macau, 2013.

  27. Ta-Wei Hung, Mu-En Wu, Chuan-Ju Wang, and Jan-Ming Ho, “A Trading Scheme of Equity Funds Based on Random Traders” Macao International Symposium on Accounting and Finance 2013, Macau, 2013.

  28. Mu-En Wu, Raylin. Tso and Hung-Min Sun, "Cryptanalysis of Exhaustive Search on Attacking RSA" In Proceedings of the 18th International Conference Network and System Security (NSS 2012), Li Xu, Elisa Bertino and Yi Mu, editors, Springer, Wuyishan, Fujian, China, Lecture Notes in Computer Science, 7645, pp.373-379, Nov. 21-23, 2012. (Accepting Rate: 24.27% (42/173))

  29. Mu-En Wu, Raylin Tso and Hung-Min Sun, "On the Improvement of Fermat Factorization" In Proceedings of the 18th International Conference Network and System Security (NSS 2012), Li Xu, Elisa Bertino and Yi Mu, editors, Springer, Wuyishan, Fujian, China, Lecture Notes in Computer Science, 7645, pp.380-391, Nov. 21-23, 2012. (Accepting Rate: 24.27% (42/173)) (Oral) [link]

  30. Jen-Hou Chou, Chi-Jen Lu, and Mu-En Wu, "Making Profit in a Prediction Market," In Proceedings of the 18th Annual International Computing and Combinatorics Conference (COCOON 2012), Springer, Lecture Notes in Computer Science, 7434, pp. 556-567, Aug. 20-22, 2012.(Oral) [link]

  31. Hung-Min Sun, Yue-Hsun Lin, Cheng-Ta Yang, Mu-En Wu, "Pair-wise Key Establishment Scheme for Wireless Sensor Networks," In Proceedings of the Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP-2009), September 2009.

  32. Hung-Min Sun, Mu-En Wu, Huaxiong Wang and Jian Guo, "On the Improvement of the BDF Attack on LSBS-RSA," In Proceedings of Information Security and Privacy, 13th Australasian Conference, (ACISP 2008), Wollongong, Australia, July 7-9, 2008. Lecture Notes in Computer Science, 5107, Editors: Yi Mu, Willy Susilo and Jennifer Seberry, Springer-Verlag, pp. 84-97, 2008. (Oral) [link]

  33. Hung-Min Sun, Mu-En Wu, Ron. Steinfeld, Jian Guo and Huaxiong Wang, "Cryptanalysis of Short Exponent RSA with Primes Sharing Least Significant Bits," In Proceedings of Cryptology and Network Security, (CANS 2008), Lecture Notes in Computer Science, 5339, Springer-Verlag, pp. 49-63, 2008. (ONLINE available in Cryptology ePrint Archive 2008/296) (Oral) [link]

  34. Hung-Min Sun, Cheng-Ta Yang, Mu-En Wu, and Vincent S. Tseng, "A Multisignature-like Scheme Based on RSA with CRT-Exponents," In Proceedings of the 19th Cryptology & Information Security Conference (CISC 2009), June 2009, (This paper received the best paper award, the only one out of 62 papers.)

  35. Hung-Min Sun, Mu-En Wu and Yao-Hsin Chen, "Estimating the Prime Factors of an RSA Modulus and an Extension of the Wiener Attack" In Proceedings of Applied Cryptography and Network Security Conference 07 (ACNS 07), Lecture Notes in Computer Science, 4521, Editors: J. Katz and M. Yung, Springer-Verlag, pp. 116-128, 2007. (Accepting Rate: 11.92% (31/260))

  36. Ting-Yu Lin, Hung-Min Sun, and Mu-En Wu, "A Comprehensive Study of Backdoors for RSA Key Generation," Information Security Conference 2006.

  37. Hung-Min Sun, Mu-En Wu and Shiuan-Tung Chen, "On the Extension of Wiener Attack on RSA with Short Secret-Exponents," In Proceedings of International Computer Symposium' 06, pp.921-925, 2006.

  38. Hung-Min Sun and Mu-En Wu, "Design of Rebalanced RSA-CRT for Fast Encryption," Information Security Conference 2005. pp. 16-27, 2005. (This paper received the best paper award, the only one out of 58 papers.) (Oral)

  39. Mu-En Wu, "A Study on RSA with Small CRT-Exponent," Combinatorics Conference 2004. (Outstand Paper Award) (Oral)

技術報告&相關報導

  1. 從股票報價到理財機器人，金融交易方式如何演變？(數位時代)

  2. 金融市場什麼都是「假的」，只有大小波動是「真的」！(數位時代)

  3. 當金融交易遇上資料科學 -- 買股票，我們到底該相信第四台名嘴還是「資料」? (科技爆橘)

  4. 開發台積電波段策略，搭配部位控管，使用R語言六個步驟輕鬆上手!! (CMoney)

  5. 金融資料分析 -- R語言的運用. 臺灣期貨雙月刊. 2016年4月號, p.17~p.20 (期交所)

  6. 從演算法設計到金融交易應用，數學在資料科學中無所不在 (科技大觀園: 大數據專題報導（四))

  7. 挑戰資料分析工作需要具備哪些關鍵能力? (iThome)

  8. 一學就上手的大數據五堂課 (今周刊)

  9. Hung-Min. Sun, Mu-En Wu, R. Steinfeld, Jian. Guo and Huaxiong. Wang, "Cryptanalysis of Short Exponent RSA with Primes Sharing Least Significant Bits,"Cryptology ePrint Archive 2008/296

  10. Hung-Min. Sun, M. Jason Hinek and Mu-En Wu, "On the Design of Rebalanced RSA-CRT," Technical Report CACR 2005-35.

  11. Hung-Min. Sun and Mu-En Wu, "An approach Towards Rebalanced RSA-CRT with Short Public Exponent,"Cryptology ePrint Archive, 2005/053.

學位論文

  1. Mu-En Wu, A Study on RSA with Small CRT-Exponent, Thesis of Master Degree, Department of Applied Mathematics, National Chiao Tung University, Taiwan, June 2004. (2004新苗組合數學 優良論文獎)

  2. Mu-En Wu, On the Design and Cryptanalysis of Efficient RSA Variants, Thesis of Philosophiae Doctor Degree, National Tsing-Hua University, Taiwan, January, 2009. (2009中華民國資訊學會 博士論文佳作獎)

榮譽獎項

  1. 90學年度 大學數學學力測驗微積分 --- 銅牌獎
  2. 91學年度 大學數學學力測驗微積分 --- 銅牌獎
  3. 2004年 新苗組合數學研討會 --- 優良論文獎
  4. 2005年 資訊安全研討會 --- 最佳論文獎
  5. 2007年 國科會千里馬計畫獎學金
  6. 2009年 中華民國資訊學會 --- 博士論文佳作獎
  7. 2009年 資訊安全會議 --- 最佳論文獎

邀請演講

  1. 2009.05.12 中國科技大學 通識教育中心：資訊安全 --- RSA與其變形設計
  2. 2010.11.11 政治大學 資訊科學研究所：資訊安全簡介
  3. 2012.03.19 政治大學 資訊科學研究所：預測市場
  4. 2012.06.05 國立聯合大學 財務金融系：數學家的賭局
  5. 2012.12.12 國立清華大學 資訊系統與應用研究所：凱利賭徒與預測市場
  6. 2013.10.21 政治大學 資訊科學研究所：From Prediction Market to Financial Market
  7. 2013.10.24 慈濟大學 醫學資訊學系：From Prediction Market to Financial Market
  8. 2013.12.04 臺北市立大學 資訊科學系：From Prediction Market to Financial Market
  9. 2013.12.10 國立聯合大學 財務金融系：From Prediction Market to Financial Market
  10. 2013.12.18 國立清華大學 資訊系統與應用研究所： Big Data Issues of Trading in Finance
  11. 2014.04.10 國立海洋大學 資訊工程系： 輪盤制霸
  12. 2014.06.03 國立交通大學 資訊管理研究所：預測市場
  13. 2014.06.06 中國科技大學 通識教育中心：密碼學與數學的戀情告白
  14. 2014.08.31 台灣資料科學愛好者年會：一個賭徒的告白
  15. 2014.10.01 國立臺南大學應用數學系：資料分析實務--從博弈理論看金融交易
  16. 2014.11.06 東吳大學財經系碩專班：資料分析實務--從博弈理論看金融交易
  17. 2014.12.04 巨量資料及雲端運用座談：(巨量)資料分析在金融產業的應用(Short Talk)
  18. 2014.12.13 哈爾濱工業大學研究生分院：RSA密碼系統變形設計與其應用
  19. 2014.12.17 國立台北商業大學 資料與決策科學研究所：金融交易資料分析：理論與實務
  20. 2014.12.19 R Taiwan 2014: R在金融數據分析之應用
  21. 2015.01.06 國立中山大學 財務管理學系：(巨量)資料分析在金融交易上的應用 -- 理論與實務
  22. 2015.04.08 國立暨南大學 國際企業學系：(巨量)資料分析在金融交易上的應用--理論與實務
  23. 2015.04.10 逢甲大學 商學院：金融交易資料分析與實作
  24. 2015.04.20 國立聯合大學 財務金融系：交易的至高境界：談資金控管 (牧清華)
  25. 2015.04.21 國立聯合大學 財務金融系：風險分析實務—談Vince’s 最佳化f (牧清華)
  26. 2015.04.27 國立政治大學 資訊科學系：金融交易資料分析：理論與實作
  27. 2015.04.30 臺北科技大學 資訊工程系：從數理資訊走向金融交易
  28. 2015.05.13 國立政治大學 財經實務研習社：天堂地獄走九遍--談交易的至高境界
  29. 2015.05.14 中研院 資創中心：The Mathematics of Money Management
  30. 2015.06.03 國立台中科技大學：(巨量)資料分析在金融交易上的應用
  31. 2015.07.24 臺灣人壽股份有限公司：(巨量)資料分析在金融交易上的應用
  32. 2015.09.07 Taiwan R User Group (MLDM Monday)：資金管理的數學：博弈 vs 交易
  33. 2015.10.27 淡江大學數學系：資金管理的數學：博弈 vs 交易
  34. 2015.11.25 大同高中：數學在資料分析上的應用--以R語言分析金融資料為例
  35. 2015.12.01 亞洲大學：資料分析在金融交易上的應用 -- 理論與實務
  36. 2015.12.02 國立臺南大學應用數學系：資金管理的數學
  37. 2015.12.04 台北大學2015統計學術研討會：運用隨機交易策略研究金融市場的動量效應
  38. 2015.12.11 輔仁大學資訊管學系暨研究所：金融資料分析--理論與實務
  39. 2015.12.16 聯合大學財金系：第一次回測就上手 (交易策略的建構、停損停利、績效分析)
  40. 2015.12.30 聯合大學財金系：資金管理--R語言實做
  41. 2016.04.29 靜宜大學財務與計算數學系： 資金管理的數學
  42. 2016.05.03 國立彰化師範大學管理學院企管系：使用R語言玩轉金融交易
  43. 2016.05.05 國立中興大學應用數學系：資金管理的數學
  44. 2016.06.02 淡江大學資訊工程學系：金融交易之理論、模擬、與回測
  45. 2016.06.03 臺灣資料分析與產業應用趨勢論壇：玩轉交易--使用R語言
  46. 2016.06.07 聯合大學財金系： 金融資料分析與資金管理
  47. 2016.06.24 第25屆南區統計研討會：R語言在金融資料分析上之運用
  48. 2016.07.16 台灣資料科學愛好者年會：交易策略建構與分析，為何你該賭小一點？(Slide)
  49. 2016.09.02 中研院資創中心：金融資料分析及自動交易機器人之策略及回測
  50. 2016.10.17 大同大學『Cloud.IoT.BigData@FinTech』系列演講：使用R語言玩轉金融交易資料
  51. 2016.10.20 淡江大學數學系(數學與人生講座課程)：交易人生
  52. 2016.10.25 東吳大學證劵研習社：交易人生
  53. 2016.10.26 世新大學數量中心：使用R語言玩轉金融交易
  54. 2016.10.27 中正大學&中華財務管理學會(金融產業論壇)：使用R語言玩轉金融交易
  55. 2016.11.02 國立台北教育大學數學暨資訊教育學系：統計與資料分析在股票市場的應用
  56. 2016.11.10 景美女中：從數理資訊到金融交易
  57. 2016.11.16 國泰金控：(巨量)資料時代下的交易初體驗
  58. 2016.11.21 政治大學(探索數位世界課程)：使用R語言玩轉金融交易
  59. 2016.12.30 東華大學 資訊管理系：第一次使用R語言玩轉金融交易資料就上手
  60. 2017.02.20 國立政治大學在職專班：交易人生的十堂必修課
  61. 2017.03.01 輔仁大學資訊工程系：交易人生的十堂必修課
  62. 2017.03.08 國立台北大學 統計系：基於凱利法則的選擇權交易策略建構
  63. 2017.03.08 國立台北大學 金融與合作經營學系：資金管理
  64. 2017.03.20 國立政治大學數學系：基於凱利法則的選擇權交易策略建構
  65. 2017.03.23 國立彰化師範大學 數學系：基於凱利法則的選擇權交易策略建構
  66. 2017.03.25 國立台北科技大學資訊與財金管理系EMBA班
  67. 2017.03.27 國立高雄應用科技大學金融系暨金融資訊研究所：使用R語言玩轉金融交易
  68. 2017.03.29 中原大學 資訊工程學系：第一次使用R語言玩轉金融交易資料就上手
  69. 2017.04.24 逢甲大學應用數學系：(巨量)資料時代下的(智能)交易初體驗
  70. 2017.04.26 世新大學資訊管理系：(巨量)資料時代下的(智能)交易初體驗
  71. 2017.04.29 台大TMBA：(巨量)資料時代下的(智能)交易初體驗
  72. 2017.05.09 國立中興大學應用數學系：(巨量)資料時代下的(智能)交易初體驗
  73. 2017.05.09 國立中興大學(生活與統計課程)：婆婆媽媽都能懂的交易統計學
  74. 2017.05.18 靜宜大學：(巨量)資料時代下的智能交易
  75. 2017.06.12 台灣集中保管結算所：金融交易與資料科學的第一堂課

教學經歷

  1. 2002.06~2008.06： 交通大學、清華大學課程助教 (微積分、機率與統計、數值方法)
  2. 2005.09~2007.08： 國立台北商業技術學院 國際商務科, 兼任講師
  3. 2006.09~2007.01： 景文科技大學 國際貿易系, 兼任講師
  4. 2012.05~2012.06： 國立聯合大學 財務金融學系, 業界講師 (選擇權交易策略與實例分享)
  5. 2012.09~2013.01： 國立台北商業技術學院 商務系, 兼任助理教授
  6. 2012.11~2013.01： 國立聯合大學 財務金融學系, 業界講師 (期貨、選擇權、程式交易)
  7. 2015.07.21~2015.07.28：金融研訓院, 業界講師 (資料分析應用於金融程式交易)
  8. 2015.11.14：2015台灣資料科學愛好者年會系列活動, 玩轉交易(Be a Trade"R")!
  9. 2015.12.22~2015.12.29：眼球金融工程學院, 玩轉交易(初階班)
  10. 2016.03.11~2016.04.22： 國立中山大學 財務管理系, 金融數據分析與交易策略
  11. 2016.03.21~Now：證劵暨期貨市場發展基金會, 資金控管的理論與實務 --使用R語言
  12. 2016.07.25~Now：證劵暨期貨市場發展基金會, 交易策略建構、回測與自動下單--使用R語言
  13. 2016.09.24 & 10.30：台灣資料科學愛好者年會系列活動, 用R輕鬆作交易策略分析及自動下單
  14. 2017.01.15 & 03.11：台灣資料科學愛好者年會系列活動, 使用R語言建立自己的演算法交易事業
  15. 2017.06.05 104人力銀行：R語言與資料分析

學術活動

  1. Special Session Organizer\Session Chair\Assocate Editor： The 1st Euro-China Conference on Intelligent Data Analysis and Applications (ECC 2014), The 10th International Conference on Intelligent Information Hiding and Multimedia Signal Procssing (IIHMSP 2014), The 8th International Conference on Genetic and Evolutionary Computing (ICGEC 2014), The 11th International Conference on Intelligent Information Hiding and Multimedia Signal Procssing (IIHMSP 2015)，第14屆離島資訊技術與應用研討會(ITAOI 2015), 2015金融與科技論壇: 交易社群與大數據 (Social Trading and Big Data), Data Science and Pattern Recognition (DSPR)

  2. Program Committee Member： The 10th International Conference on Intelligent Information Hiding and Multimedia Signal Procssing (IIHMSP 2014), The 13th Internatinal Symposium on Pervasive Systems, Algorithms, and Networks (I-SPAN 2014), Program Committee (Track8: Information and Cyber Security), The Fifth ASE International Conference on Big Data (ASE Big Data 2015), The 3rd International Conference on Computing Measurement Control and Sensor Network-2016 (CMCSN 2016), The Tenth International Conference on Genetic and Evolutionary Computing (ICGEC 2016), 2017台灣軟體工程研討會(TCSE2017)

  3. Paper Reviewer (From 2014~) ：Journal of Information Science and Engineering, Information Science, Security and Communication Networks, I-SPAN 2014, Applied Stochastic Models an Business and Industry, 經濟論文叢刊, International Journal of Fuzzy Systems (IJFS), Soft Computing, Journal of Internet Technology