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PREDICTING FLIGHT PRICES WITH MACHINE LEARNING METHODS


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PREDICTING FLIGHT PRICES WITH MACHINE LEARNING METHODS

Kaynakça Burges, C.J.C. (1998). A tutorial on support vector machines for pattern recognition, Data Mining Knowledge Discovery, 2(2), 121- 167. Chen, Y., Cao, J., Feng, S. & Tan, Y. (2015). An ensemble learning based approach for building airfare forecast service. In: 2015 IEEE International Conference on Big Data (Big Data), Santa Clara, CA, 2015, 964-969. Janssen, T. (2014). A linear quantile mixed regression model for prediction of airline ticket prices. Radboud University. Lantseva, A., Mukhina, K., Nikishova, A., Ivanov, S., & Knyazkov, K. (2015). Data-driven Modeling of Airlines Pricing. Procedia Comput. Sci. 66, 267–276. ISSN 1877-0509. Liu, J., Liu, B., Liu, Y., Chen, H., Feng, L., Xiong, H., & Huang, Y. (2017). Personalized Air Travel Prediction. ACM Transactions on Intelligent Systems and Technology (TIST), 9, 1 - 26. Rajankar, S. & Sakharkar, N. (2019). A Survey on Flight Pricing Prediction using Machine Learning, Internatıonal Journal Of Engıneerıng Research & Technology (Ijert) 8(6), 1281-1284. Smola, A.J.& Scholkopf, B. (2004). A tutorial on support vector regression. Stat Comput; 14(3):199–222. http://dx.doi.org/10.1023/B:STCO.0000035301.49549.88. Tziridis, K., Kalampokas, T., Papakostas, G.A. & Diamantaras, K.I. (2017). Airfare prices prediction using machine learning techniques, 25th European Signal Processing Conference (EUSIPCO). Kos 2017, 1036–1039. Vapnik, V.N. (1998). Statistical learning theory. New York: Wiley. Vu, V.H., Minh, Q.T. & Phung, P.H. (2018). An airfare prediction model for developing markets. In: 2018 International Conference on Information Networking (ICOIN), Chiang Mai, 765–770.

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