Model Selection in Feedforward Neural Networks for Forecasting Inflow and Outflow in Indonesia. - Suhartono; Prilyandari Dina Saputri; Farah Fajrina Amalia; Dedy Dwi Prastyo; Brodjol Sutijo Suprih Ulama (SCDS, 2017)

Design of Experiment to Optimize the Architecture of Deep Learning for Nonlinear Time Series Forecasting. - Suhartono; Novri Suhermi; Dedy Dwi Prastyo (INNS Conference on Big Data, 2018)

Roll motion prediction using a hybrid deep learning and ARIMA model. - Novri Suhermi; Suhartono; Dedy Dwi Prastyo; Baharuddin Ali (INNS Conference on Big Data, 2018)

Simulation Study of Feature Selection on Survival Least Square Support Vector Machines with Application to Health Data. - Dedy Dwi Prastyo; Halwa Annisa Khoiri; Santi Wulan Purnami; Suhartono; Soo-Fen Fam (SCDS, 2018)

VAR and GSTAR-Based Feature Selection in Support Vector Regression for Multivariate Spatio-Temporal Forecasting. - Dedy Dwi Prastyo; Feby Sandi Nabila; Suhartono; Muhammad Hisyam Lee; Novri Suhermi; Soo-Fen Fam (SCDS, 2018)

New Hybrid Statistical Method and Machine Learning for PM10 Prediction. - Suhartono; Hendri Prabowo; Dedy Dwi Prastyo; Muhammad Hisyam Lee (SCDS, 2019)

Robust adaptive multivariate Hotelling's T2 control chart based on kernel density estimation for intrusion detection system. - Muhammad Ahsan; Muhammad Mashuri; Muhammad Hisyam Lee; Heri Kuswanto; Dedy Dwi Prastyo (Expert Syst. Appl., 2020)

Parameter Estimation and Hypothesis Testing of Multivariate Poisson Inverse Gaussian Regression. - Selvi Mardalena; Purhadi; Jerry Dwi Trijoyo Purnomo; Dedy Dwi Prastyo (Symmetry, 2020)

Multivariate Gamma Regression: Parameter Estimation, Hypothesis Testing, and Its Application. - Anita Rahayu; Purhadi; Sutikno; Dedy Dwi Prastyo (Symmetry, 2020)

A Modified Inverse Gaussian Poisson Regression with an Exposure Variable to Model Infant Mortality. - Selvi Mardalena; Purhadi; Jerry Dwi Trijoyo Purnomo; Dedy Dwi Prastyo (SCDS, 2021)

Hybrid of Time Series Regression, Multivariate Generalized Space-Time Autoregressive, and Machine Learning for Forecasting Air Pollution. - Hendri Prabowo; Dedy Dwi Prastyo; Setiawan (SCDS, 2021)

Max-Half-Mchart: A Simultaneous Control Chart Using a Half-Normal Distribution for Subgroup Observations. - Rumaisa Kruba; Muhammad Mashuri; Dedy Dwi Prastyo (IEEE Access, 2021)

PCA-based Hotelling's T2 chart with fast minimum covariance determinant (FMCD) estimator and kernel density estimation (KDE) for network intrusion detection. - Muhammad Mashuri; Muhammad Ahsan; Muhammad Hisyam Lee; Dedy Dwi Prastyo; Wibawati (Comput. Ind. Eng., 2021)

Outlier detection using PCA mix based T2 control chart for continuous and categorical data. - Muhammad Ahsan; Muhammad Mashuri; Heri Kuswanto; Dedy Dwi Prastyo; Hidayatul Khusna (Commun. Stat. Simul. Comput., 2021)

Mixed Spline Smoothing and Kernel Estimator in Biresponse Nonparametric Regression. - Dyah P. Rahmawati; I Nyoman Budiantara; Dedy Dwi Prastyo; Made A. D. Octavanny (Int. J. Math. Math. Sci., 2021)

The effectiveness of Max-half-Mchart over Max-Mchart in simultaneously monitoring process mean and variability of individual observations. - Rumaisa Kruba; Muhammad Mashuri; Dedy Dwi Prastyo (Qual. Reliab. Eng. Int., 2021)

Robustness of Support Vector Regression and Random Forest Models: A Simulation Study. - Supriadi Hia; Heri Kuswanto; Dedy Dwi Prastyo (DaSET, 2022)

Mutual Information-Based Variable Selection on Latent Class Cluster Analysis. - Andreas Riyanto; Heri Kuswanto; Dedy Dwi Prastyo (Symmetry, 2022)

The Impact of Clustering-Based Sequential Multivariate Outliers Detection in Handling Missing Values. - Mety Agustini; Kartika Fithriasari; Dedy Dwi Prastyo (DaSET, 2023)

Modeling Earthquake Catalog in Sumatra by Space-Time Epidemic-Type Aftershock Sequences Model: Combining Davidon-Fletcher-Powell and Stochastic Declustering Algorithms. - Christopher Andreas; Achmad Choiruddin; Dedy Dwi Prastyo (DaSET, 2023)

Clustering Stock Prices of Industrial and Consumer Sector Companies in Indonesia Using Fuzzy C-Means and Fuzzy C-Medoids Involving ACF and PACF. - Muhammad Adlansyah Muda; Dedy Dwi Prastyo; Muhammad Sjahid Akbar (SCDS, 2023)

Interval Forecasting Using GEV Regression With Stochastic Search Variable Selection: A Simulation Study and Its Application to Forecast Imported Meat Price Range. - Dedy Dwi Prastyo; Ike Yuniarti; Setiawan; Santi Puteri Rahayu (IEEE Access, 2025)