| 期刊論文1. | 張國忠、劉娜婷、柯麗蓉、鄭敏媛(20060400)。銀行業客服中心之服務功能對顧客認知價值與行為意向之影響研究。管理與系統,13(2),201-220。 延伸查詢 | 2. | Izetta, J.、Verdes, P. F.、Granitto, P. M.(2017)。Improved multiclass feature selection via list combination。Expert Systems With Applications,88(C),205-216。 | 3. | Jiang, Y.(2018)。Using Logistic Regression Model to Predict the Success of Bank Telemarketing。International Journal on Data Science and Technology,4(1),35-41。 | 4. | Li, J.、Cheng, K.、Wang, S.、Morstatter, F. F.、Trevino, R. P.、Tang, J.、Liu, H.(2017)。Feature Selection: A Data Perspective。ACM Computing Surveys,50(6)。 | 5. | Moro, S.、Cortez, P.、Rita, P.(2014)。A Data-Driven Approach to Predict the Success of Bank Telemarketing。Decision Support Systems,62,22-31。 | 會議論文1. | Kohavi, R.(1995)。A Study of Cross-Validation and Boots t rap for Accuracy Estimation and Model Selection。International Joint Conference on Artificial Intelligence。 | 2. | Moro, S.、Laureano, R.、Cortez, P.(2012)。Enhancing Bank Direct Marketing Through Data Mining。The Forty First International Conference of the European Marketing Academy。European Marketing Academy。1-8。 | 圖書1. | 簡禎富、許嘉裕(2014)。資料挖礦與大數據分析。前程文化公司。 延伸查詢 | 2. | Maheshwari, A.、徐瑞珠(2017)。認識資料科學的第一本書。碁峰資訊。 延伸查詢 | 3. | 謝邦昌(2014)。SQL Server資料採礦與商業智慧--適用SQL Server 2014/2012。碁峰資訊。 延伸查詢 | 4. | Han, J.、Kamber, M.、Pei, J.(2012)。Data Mining Concepts and Techniques。Elsevier Inc.。 | 5. | Kotu, V.、Deshpande, B.(2015)。Predictive Analytics and Data mining--Concepts and Practice with RapidMiner。Morgan Kaufmann Publishers。 | 其他1. | 謝邦昌(2013)。巨量資料的解決方案及其運用,http://download.microsoft.com/download/C/6/0/C60E2BD08A7C479F851E8B5810C0D70F/20131028BigDataEGandDataMining.pdf。 延伸查詢 | 2. | 李宏毅(2016)。一天搞懂深度學習,https://www.slideshare.net/tw_dsconf/ss62245351。 延伸查詢 | 3. | 譚望達(2011)。機器學習中的算法(1)--決策樹模型組合之隨機森林與GBDT,http://www.cnblogs.com/LeftNotEasy/archive/2011/03/07/randomforestandgbdt.html。 延伸查詢 | 4. | Asif, M.(2018)。Predicting the Success of Bank Telemarketing using various Classification Algorithms,Örebro University School of Business。,https://www.diva-portal.org/smash/get/diva2:1233529/FULLTEXT01.pdf。 | 5. | Boyle, T.(2019)。Dealing with Imbalanced Data,https://towardsdatascience.com/methods-for-dealing-with-imbalanced-data-5b761be45a18。 | 6. | Castrounis, A.(2016)。Artificial Intelligence, Deep Learning, and Neural Networks, Explained,https://www. kdnuggets.com/2016/10/artificial-intelligence-deep-learning-neural-networks-explained.html。 | 7. | De La Iglesia, B.(2016)。Rule Induction,http://www.cs.unibo.it/~montesi/CBD/Beatriz/Session4 Rule%20Induction.pdf。 | 8. | Koehrsen, W.(2017)。Random Forest Simple Explanation,https://medium.com/@williamkoehrsen/random-forest-simple-explanation-377895a60d2d。 | 9. | Moore, A.(2016)。Tutorial Slides,https://www.autonlab.org/tutorials。 | 10. | Shaw, R.(2017)。Top 10 Machine Learning Algorithms for Beginners,https://www.kdnuggets.com/2017/10/top-10-machine-learning-algorithms-beginners.html。 | 11. | (2018)。UC Business Analytics R Programming Guide--Naïve Bayes Classifier,http://uc-r.github.io/page2/。 | |