Dedy Dwi Prastyo

23 papers Journal 11Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Knowledge-driven nodes selection with modified LASSO regularization for neural network modeling in economic data forecasting. Knowl. Based Syst. Wisnowan Hendy Saputra, Dedy Dwi Prastyo, Kartika Fithriasari
2025	J	`jnl`	Interval Forecasting Using GEV Regression With Stochastic Search Variable Selection: A Simulation Study and Its Application to Forecast Imported Meat Price Range. IEEE Access Dedy Dwi Prastyo, Ike Yuniarti, Setiawan, Santi Puteri Rahayu
2023	—	`conf`	Clustering Stock Prices of Industrial and Consumer Sector Companies in Indonesia Using Fuzzy C-Means and Fuzzy C-Medoids Involving ACF and PACF. SCDS Muhammad Adlansyah Muda, Dedy Dwi Prastyo, Muhammad Sjahid Akbar
2023	—	`conf`	Modeling Earthquake Catalog in Sumatra by Space-Time Epidemic-Type Aftershock Sequences Model: Combining Davidon-Fletcher-Powell and Stochastic Declustering Algorithms. DaSET Christopher Andreas, Achmad Choiruddin, Dedy Dwi Prastyo
2023	—	`conf`	The Impact of Clustering-Based Sequential Multivariate Outliers Detection in Handling Missing Values. DaSET Mety Agustini, Kartika Fithriasari, Dedy Dwi Prastyo
2022	J	`jnl`	Mutual Information-Based Variable Selection on Latent Class Cluster Analysis. Symmetry Andreas Riyanto, Heri Kuswanto, Dedy Dwi Prastyo
2022	—	`conf`	Robustness of Support Vector Regression and Random Forest Models: A Simulation Study. DaSET Supriadi Hia, Heri Kuswanto, Dedy Dwi Prastyo
2021	—	`conf`	A Modified Inverse Gaussian Poisson Regression with an Exposure Variable to Model Infant Mortality. SCDS Selvi Mardalena, Purhadi, Jerry Dwi Trijoyo Purnomo, Dedy Dwi Prastyo
2021	—	`conf`	Hybrid of Time Series Regression, Multivariate Generalized Space-Time Autoregressive, and Machine Learning for Forecasting Air Pollution. SCDS Hendri Prabowo, Dedy Dwi Prastyo, Setiawan
2021	J	`jnl`	Max-Half-Mchart: A Simultaneous Control Chart Using a Half-Normal Distribution for Subgroup Observations. IEEE Access Rumaisa Kruba, Muhammad Mashuri, Dedy Dwi Prastyo
2021	J	`jnl`	Mixed Spline Smoothing and Kernel Estimator in Biresponse Nonparametric Regression. Int. J. Math. Math. Sci. Dyah P. Rahmawati, I Nyoman Budiantara, Dedy Dwi Prastyo, Made A. D. Octavanny
2021	J	`jnl`	Outlier detection using PCA mix based T2 control chart for continuous and categorical data. Commun. Stat. Simul. Comput. Muhammad Ahsan, Muhammad Mashuri, Heri Kuswanto, Dedy Dwi Prastyo, Hidayatul Khusna
2021	J	`jnl`	PCA-based Hotelling's Comput. Ind. Eng. Muhammad Mashuri, Muhammad Ahsan, Muhammad Hisyam Lee, Dedy Dwi Prastyo, Wibawati
2021	J	`jnl`	The effectiveness of Max-half-Mchart over Max-Mchart in simultaneously monitoring process mean and variability of individual observations. Qual. Reliab. Eng. Int. Rumaisa Kruba, Muhammad Mashuri, Dedy Dwi Prastyo
2020	J	`jnl`	Multivariate Gamma Regression: Parameter Estimation, Hypothesis Testing, and Its Application. Symmetry Anita Rahayu, Purhadi, Sutikno, Dedy Dwi Prastyo
2020	J	`jnl`	Parameter Estimation and Hypothesis Testing of Multivariate Poisson Inverse Gaussian Regression. Symmetry Selvi Mardalena, Purhadi, Jerry Dwi Trijoyo Purnomo, Dedy Dwi Prastyo
2020	J	`jnl`	Robust adaptive multivariate Hotelling's Expert Syst. Appl. Muhammad Ahsan, Muhammad Mashuri, Muhammad Hisyam Lee, Heri Kuswanto, Dedy Dwi Prastyo
2019	—	`conf`	New Hybrid Statistical Method and Machine Learning for PM10 Prediction. SCDS Suhartono, Hendri Prabowo, Dedy Dwi Prastyo, Muhammad Hisyam Lee
2018	—	`conf`	Design of Experiment to Optimize the Architecture of Deep Learning for Nonlinear Time Series Forecasting. INNS Conference on Big Data Suhartono, Novri Suhermi, Dedy Dwi Prastyo
2018	—	`conf`	Roll motion prediction using a hybrid deep learning and ARIMA model. INNS Conference on Big Data Novri Suhermi, Suhartono, Dedy Dwi Prastyo, Baharuddin Ali
2018	—	`conf`	Simulation Study of Feature Selection on Survival Least Square Support Vector Machines with Application to Health Data. SCDS Dedy Dwi Prastyo, Halwa Annisa Khoiri, Santi Wulan Purnami, Suhartono, Soo-Fen Fam
2018	—	`conf`	VAR and GSTAR-Based Feature Selection in Support Vector Regression for Multivariate Spatio-Temporal Forecasting. SCDS Dedy Dwi Prastyo, Feby Sandi Nabila, Suhartono, Muhammad Hisyam Lee, Novri Suhermi, Soo-Fen Fam
2017	—	`conf`	Model Selection in Feedforward Neural Networks for Forecasting Inflow and Outflow in Indonesia. SCDS Suhartono, Prilyandari Dina Saputri, Farah Fajrina Amalia, Dedy Dwi Prastyo, Brodjol Sutijo Suprih Ulama