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姓名 :
徐立群
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職稱 :
教授 Professor
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所屬實驗室 :
金融預測分析與理財實驗室
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系所名稱 :
成功大學財務金融研究所
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個人資料網頁 :
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學術成大 :
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洽談合作信箱 :
關於
核心技術專長領域
- 資料探勘
- 機器學習
- 網路爬蟲、自然語言處理
FinTech研究領域專長
- Deposit & Lending
- 精準行銷推薦技術KYC
- 防弊偵測(應用領域:徵信、授信、內控、匯兌)
研究領域
大數據預測分析、Fintech/舞弊偵測/徵信+KYC、機器學習、精準行銷、文字探勘、Chatbot、數位轉型
近期計畫
- 新創支付公司舞弊偵測模型之建立、評估,與可解釋性分析(進行中)
- 零售通路之精準行銷(進行中)
- 科技部、2017/08/01~2018/10/31、在大型路網中對不確定資料進行機率式CkNN查詢
- 科技部、2016/08/01~2017/10/31、在隨選廣播環境下運用動態優先權排程來執行週期式查詢
人才培育成果
- 指導學生參與2020玉山校園銀行商業競賽,榮獲冠軍
- 指導學生參加Fintech Taipei 2021金融科技創意發表活動,從21隊提案中通過遴選,與全台其他8隊於2021/10/27做創意發表 (G2第二隊): https://www.fintechtaipei.tw/ch/seminar/agenda/3
近期開課
開課名稱:金融科技
開課系所:會計系、財金所、財金所、財金產碩
開課名稱:企業資源規劃與資料探勘
開課系所:會計系
開課名稱:資訊科技與創新及競爭優勢
開課系所:財金所、EMBA碩專
開課名稱:資料庫管理系統
開課系所:會計所、財金所
開課名稱:電腦審計與安全
開課系所:會計所、財金所
開課名稱:資料探勘與大數據
開課系所:會計所、財金所、財金產碩
開課名稱:數位金融
開課系所:東南亞金融產碩
近五年著作
期刊暨研討會學術發表
- 〈金融科技(Fintech)如何重塑並創新金融服務?〉,【HBR導師講座】哈佛商業評論全球繁體中文版,2021年1月號。
- Using Deep Learning Techniques to Predict 10-Year US Treasury Yield. To appear in Proceedings of The 11th International Conference on Information Science and Technology (ICIST 2021), May 21 to May 23, 2021, Chendu, Sichuan, China.
- Shadow: Answering Why-not Questions On Top-k Spatial Keyword Queries Over Moving Objects. In Proceedings of The 26th International Conference on Database Systems for Advanced Applications (DASFAA 2021), April 11 to April 14 2021, Taipei, Taiwan. (Acceptance rate: 20%)
- LihChyun Shu, Bo Hsiao, Yi-Hsin Liou and Yi-Lin Tsai. On the Selection of Features for the Prediction Model of Cultivation of Sweet Potatoes at Early Growth Stage. IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2019), Dec. 6 to Dec. 9 2019, Xiamen, China.
- Meifan Yang, LihChyun Shuand YuChih Wang. Mining Financial News to Predict S&P 500 Index Trend. International Conference on Innovation and Management (IAM 2019), July. 9 to July 12 2019, Hiroshima, Japan.
- Bo Hsiao, LihChyun Shu*, Fang-Yu Chou. Assessing the efficiency of the accounting industry using multiactivity network DEA: evidence from Taiwan. International Transactions in Operational Research 26(6): 2362-2386, 2019.
- Yanhong Li, Wang Zhang, Rongbo Zhu, Guohui Li, Maode Ma, LihChyun Shu, Changyin Luo. Fog-Based Pub/Sub Index With Boolean Expressions in the Internet of Industrial Vehicles. IEEE Transactions on Industrial Informatics 15(3): 1629-1642, 2019.
- Bo Hsiao, LihChyun Shu*, Ming-Miin Yu, Li-Kang Shen, Ding-Jiun Wang (2017, Nov). Performance evaluation of the Taiwan railway administration. Annals of Operations Research, 259(1-2): 119-156.
- Quan Zhou, Guohui Li, Jianjun Li, LihChyun Shu, Cong Zhang, Fumin Yang (2017, Jul). Dynamic priority scheduling of periodic queries in on-demand data dissemination systems. Information Systems, 67 p.58-70. (SCI). MOST 105- 2221-E-006-172.
- Yanhong Li, LihChyun Shu, Rongbo Zhu, Li Li (2017, May). A novel distributed air index for efficient spatial query processing in road sensor networks on the air.. Int. J. Communication Systems, 30(5) .
- Bo Hsiao, LihChyun Shu, Ti Chun Yeh (2017, Jul). Establishing a Stable Prediction Model of Loyal Customers for Repurchase Behavior. 21st Pacific Asia Conference on Information Systems, PACIS 2017, Langkawi, Malaysia. MOST 105-2221-E-006-172.
- Hairong Yu, Guohui Li, Jianjun Li, LihChyun Shu* (2016, Aug). DOcyclical: A Latency-Resistant Cyclic Multi-Threading Approach for Automatic Program Parallelization.. The Computer Journal, 59(8): 1155-1173.
- GuoQin Ning, Hongya Wang, LihChyun Shu, GuangRew Yeh (2016, May). Towards load shedding and scheduling schemes for data streams that maintain quality and timing requirements of query results. Soft Computing, 20(5): 1961- 1976.
- Hairong Yu, Guohui Li, LihChyun Shu*(2016, Feb). DSspirit: a data dependence and stride reference patterns profiling infrastructure.. The Journal of Supercomputing, 72(2): 770-788.
- Bo Hsiao, LihChyun Shu, Michal Young, Hsueh-Ching Yang (2016, Jul). Using Process Mining to Measure the Expected Costs of Business Processes. 20th Pacific Asia Conference on Information Systems, PACIS 2016, Chiayi, Taiwan, June 27 - July 1, 2016., 嘉義.
- Yanhong Li, Guohui Li, LihChyun Shu, Qun Huang, Hong Jiang (2015, Nov). Continuous Monitoring of Top- k Spatial Keyword Queries in Road Networks. Journal of Information Science and Engineering, 31(6): 1831-1848.
- Bo Hsiao, LihChyun Shu, Shu-Jeng Hsieh (2015, Aug). Predicting and testing probability of continuous purchasing of online customers.. Fuzzy Systems and Knowledge Discovery (FSKD), 2015 12th International Conference on.
- Bo Hsiao, Lihchyun Shu, Pin-Yeh Chen, Shu-Jeng Hsieh (2015, Jul). Trial Plan with Capitation Payment of the National Healthcare Insurance in Taiwan: Establishing a Royal Patient Selection Model. The 19th Pacific Asia Conference on Information Systems (PACIS 2015), 新加坡.
產學成果
- 億進寢具公司產學案,2018/10/15-2019/10/14
- 中租迪和產學案,2020/6/1-2020/12/31
- 億進寢具公司產學案,2020/12/1-2022/2/28
(因保密協定限制,合作專案名稱不予揭露)
合作公司
公司名稱:億進寢具生活館
公司網站連結:https://www.countess.com.tw/
公司名稱:中租迪和
公司網站連結:http://www.chaileaseholding.com/