楊耿杰 副教授
- 系所：金融資訊系
- 研發領域：財務金融
- 標籤： 金融科技,多媒體設計
- 專長： 金融大數據,網頁程式設計
- 學歷：
國立台灣科技大學企業管理系學士
國立交通大學資管所碩士
國立交通大學資管所博士
- 經歷：
華夏科技大學 資訊管理系 專任副教授 2015.02 ~ 2015.07
華夏科技大學 資訊管理系 專任助理教授 2010.08 ~ 2015.01
國立交通大學 經營管理研究所 博士後研究員 2009.12 ~ 2010.08
- 電話：(07)381-4526#16375
- 傳真：(07)615-1205
1
傳統電子票證與新一代行動支付票證系統導入對使用需求及整合效益提升之分析An analysis usage requirements and integration benefits of public transport import smart card and mobile payment
2
利用深度學習演算法結合ESG準則建構投資組合Applying Deeping Learning Algorithm and ESG Rules to Predict Stock Price
3
使用區塊鏈建置保險系統 – 以飛機延誤險為例Flight Delay Insurance System Development based on Ethereum Smart Contract
4
利用隨機森林與支持向量機預測未來股價趨勢變動 以元大高股息（0056）為例Predicting Future Stock Price Trends Using Random Forest and Support Vector Machines: A Case Study of Yuanta High Dividend Yield ETF (0056)
5
以隨機森林演算法預測IC設計股漲跌趨勢Predict The Ups and Downs Trend of IC Design Stocks With Random Forest Algorithm
6
台積電設廠對楠梓區新大樓房價之影響The Effect of TSMC Build Factory on New Apartment Complex Prices in Nanzih District
7
傳統型ETF與槓反型ETF績效之比較- 以0050、00631L與00632R為例A Study on Life Performance comparison between traditional ETF and leveraged inverse ETF- Take 0050, 00631L and 00632R as examples
8
定期定額與單筆總額投資績效之研究A Study of Performance for Dollar Cost Averaging and Lump Sum Investing
9
雙動能策略面對黑天鵝事件的績效探討A study on the performance of dual Momentum Strategy in the face of black swan events
10
強化學習應用於外匯交易之回顧與展望Applications of Reinforcement Learning in Forex Trading : A review and prospect
11
價差交易之研究-以台灣指數期貨為例Research of Spread Transaction-Taking TX for Example
12
以隨機森林演算法對臺灣50指數成分股進行報酬率預測Prediction of Returns of Taiwan 50 Index Constituents Using Random Forest Algorithm
13
交易策略績效之實證分析–以臺灣五十成分股為例Empirical Analysis of Trading Strategy Performance-Constituent stocks of TWSE Taiwan 50 Index as example
14
保險科技創新遠距服務-以國泰人壽為例InsurTech Innovation Distance InsuranceA Case of Cathay Life Insuran
15
台灣上市櫃之公司現股當沖交易策略績效之研究A Study of Day Trading Strategic Performance in Taiwan Stock Market
16
複合式技術指標策略於台灣加權股價指數期貨之實證分析Analysis and Prediction on Multiple Technique Index Strategy for Taiwan Capitalization Weighted Stock Index
17
Applying Random Forest Algorithm and XGboost to Analyze Taiwan ETF50 Trading Strategy
18
應用新聞情緒指標結合隨機森林演算法預測股價漲跌趨勢Using News Sentiment Index Combined with Random Forest Algorithm to Predict Stock Price Trend
19
基於LSTM深度學習預測ETF50市場趨勢並結合交易策略之實證分析Applying LSTM Deep Learning Technique to Predict Taiwan ETF50 Stock Price and Trading Strategy Analysis
20
魚幫水或是水幫魚？台積電與艾司摩爾的合作分析Does It Possible Manufacturer Cooperate in Supplier Development? The Cooperative Analysis of Taiwan Semiconductor Manufacturing Company and ASML Holding N. V.
21
台灣行動支付的策略與未來發展—以台灣Pay為例Strategy and Future Development of Mobile Payment in Taiwan– A Case of Taiwan Pay
22
價值投資在台灣股市之實證： 以F-SCORE與股利殖利率、本益比、淨值市價比為例The Empirical Study of Value Investing in Taiwan Stock Market：F-SCORE cooperating with Dividend-to-price ratio, Earnings-to-price Ratio and Book-to-Market
23
資安風險評鑑異常偵測之漏列個資欄位的個資項目Missing Personal Information Project for Information Security Risk Assessment Anomaly Detection