Dedy Dwi Prastyo

According to our database, Dedy Dwi Prastyo authored at least 19 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

Proceedings of the Soft Computing in Data Science - 7th International Conference, 2023

2022

Mutual Information-Based Variable Selection on Latent Class Cluster Analysis.

Andreas Riyanto, Heri Kuswanto, Dedy Dwi Prastyo

Symmetry, 2022

Robustness of Support Vector Regression and Random Forest Models: A Simulation Study.

Supriadi Hia, Heri Kuswanto, Dedy Dwi Prastyo

Proceedings of the Data Science and Emerging Technologies, 2022

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

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

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

PCA-based Hotelling's <i>T</i>² 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

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

Hybrid of Time Series Regression, Multivariate Generalized Space-Time Autoregressive, and Machine Learning for Forecasting Air Pollution.

Hendri Prabowo, Dedy Dwi Prastyo, Setiawan

Proceedings of the Soft Computing in Data Science - 6th International Conference, 2021

A Modified Inverse Gaussian Poisson Regression with an Exposure Variable to Model Infant Mortality.

Selvi Mardalena, Purhadi, Jerry Dwi Trijoyo Purnomo, Dedy Dwi Prastyo

Proceedings of the Soft Computing in Data Science - 6th International Conference, 2021

2020

Multivariate Gamma Regression: Parameter Estimation, Hypothesis Testing, and Its Application.

Anita Rahayu, Purhadi, Sutikno, Dedy Dwi Prastyo

Symmetry, 2020

Parameter Estimation and Hypothesis Testing of Multivariate Poisson Inverse Gaussian Regression.

Selvi Mardalena, Purhadi, Jerry Dwi Trijoyo Purnomo, Dedy Dwi Prastyo

Symmetry, 2020

Robust adaptive multivariate Hotelling's <i>T</i>² 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

2019

New Hybrid Statistical Method and Machine Learning for PM10 Prediction.

Suhartono, Hendri Prabowo, Dedy Dwi Prastyo, Muhammad Hisyam Lee

Proceedings of the Soft Computing in Data Science - 5th International Conference, 2019

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

Proceedings of the Soft Computing in Data Science - 4th International Conference, 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

Proceedings of the Soft Computing in Data Science - 4th International Conference, 2018

Roll motion prediction using a hybrid deep learning and ARIMA model.

Novri Suhermi, Suhartono, Dedy Dwi Prastyo, Baharuddin Ali

Proceedings of the INNS Conference on Big Data and Deep Learning 2018, 2018

Design of Experiment to Optimize the Architecture of Deep Learning for Nonlinear Time Series Forecasting.

Suhartono, Novri Suhermi, Dedy Dwi Prastyo

Proceedings of the INNS Conference on Big Data and Deep Learning 2018, 2018

2017

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

Proceedings of the Soft Computing in Data Science - Third International Conference, 2017