Dedy Dwi Prastyo

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 21

Top Topics

Hypothesis Test

Kernel Density Estimation

Top Venues

INNS Conference on Big Data

Publications

Muhammad Adlansyah Muda, Dedy Dwi Prastyo, Muhammad Sjahid Akbar
Clustering Stock Prices of Industrial and Consumer Sector Companies in Indonesia Using Fuzzy C-Means and Fuzzy C-Medoids Involving ACF and PACF. SCDS (2023)
Mety Agustini, Kartika Fithriasari, Dedy Dwi Prastyo
The Impact of Clustering-Based Sequential Multivariate Outliers Detection in Handling Missing Values. DaSET (2023)
Christopher Andreas, Achmad Choiruddin, Dedy Dwi Prastyo
Modeling Earthquake Catalog in Sumatra by Space-Time Epidemic-Type Aftershock Sequences Model: Combining Davidon-Fletcher-Powell and Stochastic Declustering Algorithms. DaSET (2023)
Andreas Riyanto, Heri Kuswanto, Dedy Dwi Prastyo
Mutual Information-Based Variable Selection on Latent Class Cluster Analysis. Symmetry 14 (5) (2022)
Supriadi Hia, Heri Kuswanto, Dedy Dwi Prastyo
Robustness of Support Vector Regression and Random Forest Models: A Simulation Study. DaSET (2022)
Rumaisa Kruba, Muhammad Mashuri, Dedy Dwi Prastyo
The effectiveness of Max-half-Mchart over Max-Mchart in simultaneously monitoring process mean and variability of individual observations. Qual. Reliab. Eng. Int. 37 (6) (2021)
Dyah P. Rahmawati, I Nyoman Budiantara, Dedy Dwi Prastyo, Made A. D. Octavanny
Mixed Spline Smoothing and Kernel Estimator in Biresponse Nonparametric Regression. Int. J. Math. Math. Sci. 2021 (2021)
Rumaisa Kruba, Muhammad Mashuri, Dedy Dwi Prastyo
Max-Half-Mchart: A Simultaneous Control Chart Using a Half-Normal Distribution for Subgroup Observations. IEEE Access 9 (2021)
Muhammad Mashuri, Muhammad Ahsan, Muhammad Hisyam Lee, Dedy Dwi Prastyo, Wibawati
chart with fast minimum covariance determinant (FMCD) estimator and kernel density estimation (KDE) for network intrusion detection. Comput. Ind. Eng. 158 (2021)
Muhammad Ahsan, Muhammad Mashuri, Heri Kuswanto, Dedy Dwi Prastyo, Hidayatul Khusna
Outlier detection using PCA mix based T2 control chart for continuous and categorical data. Commun. Stat. Simul. Comput. 50 (5) (2021)
Selvi Mardalena, Purhadi, Jerry Dwi Trijoyo Purnomo, Dedy Dwi Prastyo
A Modified Inverse Gaussian Poisson Regression with an Exposure Variable to Model Infant Mortality. SCDS (2021)
Hendri Prabowo, Dedy Dwi Prastyo, Setiawan
Hybrid of Time Series Regression, Multivariate Generalized Space-Time Autoregressive, and Machine Learning for Forecasting Air Pollution. SCDS (2021)
Anita Rahayu, Purhadi, Sutikno, Dedy Dwi Prastyo
Multivariate Gamma Regression: Parameter Estimation, Hypothesis Testing, and Its Application. Symmetry 12 (5) (2020)
Muhammad Ahsan, Muhammad Mashuri, Muhammad Hisyam Lee, Heri Kuswanto, Dedy Dwi Prastyo
control chart based on kernel density estimation for intrusion detection system. Expert Syst. Appl. 145 (2020)
Selvi Mardalena, Purhadi, Jerry Dwi Trijoyo Purnomo, Dedy Dwi Prastyo
Parameter Estimation and Hypothesis Testing of Multivariate Poisson Inverse Gaussian Regression. Symmetry 12 (10) (2020)
Suhartono, Hendri Prabowo, Dedy Dwi Prastyo, Muhammad Hisyam Lee
New Hybrid Statistical Method and Machine Learning for PM10 Prediction. SCDS (2019)
Novri Suhermi, Suhartono, Dedy Dwi Prastyo, Baharuddin Ali
Roll motion prediction using a hybrid deep learning and ARIMA model. INNS Conference on Big Data (2018)
Dedy Dwi Prastyo, Halwa Annisa Khoiri, Santi Wulan Purnami, Suhartono, Soo-Fen Fam
Simulation Study of Feature Selection on Survival Least Square Support Vector Machines with Application to Health Data. SCDS (2018)
Suhartono, Novri Suhermi, Dedy Dwi Prastyo
Design of Experiment to Optimize the Architecture of Deep Learning for Nonlinear Time Series Forecasting. INNS Conference on Big Data (2018)
Dedy Dwi Prastyo, Feby Sandi Nabila, Suhartono, Muhammad Hisyam Lee, Novri Suhermi, Soo-Fen Fam
VAR and GSTAR-Based Feature Selection in Support Vector Regression for Multivariate Spatio-Temporal Forecasting. SCDS (2018)
Suhartono, Prilyandari Dina Saputri, Farah Fajrina Amalia, Dedy Dwi Prastyo, Brodjol Sutijo Suprih Ulama
Model Selection in Feedforward Neural Networks for Forecasting Inflow and Outflow in Indonesia. SCDS (2017)