Publications:
Suhartono, Prabowo H., Fam SF. (2019) A Hybrid TSR and LSTM for Forecasting NO2 and SO2 in Surabaya. In: Berry M., Yap B., Mohamed A., Köppen M. (eds) Soft Computing in Data Science. SCDS 2019. Communications in Computer and Information Science, vol 1100. Springer, Singapore. [Abstract]
Suhartono, Prabowo H., Prastyo D.D., Lee M.H. (2019) New Hybrid Statistical Method and Machine Learning for PM10 Prediction. In: Berry M., Yap B., Mohamed A., Köppen M. (eds) Soft Computing in Data Science. SCDS 2019. Communications in Computer and Information Science, vol 1100. Springer, Singapore. [Abstract]
Prabowo H., Suhartono., Prastyo D. D. (2020). The Performance of Ramsey Test, White Test and Terasvirta Test in Detecting Nonlinearity. Inferensi Vol. 3 (1), 1-12. [Abstract]
Prabowo H., Afandy I. R. (2021). Intervention Analysis and Machine Learning to Evaluate the Impact of COVID-19 on Stock Prices. Inferensi Vol. 4 (1), 13-27. [Abstract]
Maghfiroh, Z. F., Suhartono., Prabowo, H., Salehah, N. A., Prastyo, D. D., Setiawan. (2021). Forecasting Inflow and Outflow of Currency in Central Java using ARIMAX, RBFN and Hybrid ARIMAX-RBFN. Journal of Physics: Conference Series, 1863, 012066. [Abstract]
Putri, J. A., Suhartono., Prabowo, H., Salehah, N. A., Prastyo, D. D., Setiawan. (2021). Forecasting Currency in East Java: Classical Time Series vs. Machine Learning. Indonesian Journal of Statistics and Its Applications, 5(2), 284–303. [Abstract]
Muhaimin, A., Prabowo, H., Suhartono. (2021). Model Selection For Forecasting Rainfall Dataset. International Journal of Data Science, Engineering, and Analytics, 1(1), 1-10. [Abstract]
Prabowo, H., Prastyo, D. D., Setiawan. (2021). Hybrid Space-Time Model and Machine Learning for Forecasting Multivariate Spatio-Temporal Data, 9th International Conference on Information and Communication Technology (ICoICT), pp. 582-587. [Abstract]
Prabowo H., Prastyo D.D., Setiawan (2021) Hybrid of Time Series Regression, Multivariate Generalized Space-Time Autoregressive, and Machine Learning for Forecasting Air Pollution. In: Mohamed A., Yap B.W., Zain J.M., Berry M.W. (eds) Soft Computing in Data Science. SCDS 2021. Communications in Computer and Information Science, vol 1489. Springer, Singapore. [Abstract]
Suhartono, Choiruddin A., Prabowo H., Lee M.H. (2021) Hybrid Machine Learning for Forecasting and Monitoring Air Pollution in Surabaya. In: Mohamed A., Yap B.W., Zain J.M., Berry M.W. (eds) Soft Computing in Data Science. SCDS 2021. Communications in Computer and Information Science, vol 1489. Springer, Singapore. [Abstract]
Conferences:
5th International Conference on Soft Computing in Data Science 2019 (SCDS 2019), Iizuka, Japan.
International Conference on Mathematics, Statistics, and Data Science 2020 (ICMSDS 2020), Bogor, Indonesia.
9th International Conference on Information and Communication Technology 2021 (ICoICT 2021), Yogyakarta, Indonesia.
6th International Conference on Soft Computing in Data Science 2021 (SCDS 2021), Surabaya, Indonesia.