Dedy Dwi Prastyo
Dedy Dwi Prastyo
Other namesPrastyo, Dedy Dwi
Associate Professor at Department of Statistics, Institut Teknologi Sepuluh Nopember
Verified email at - Homepage
Cited by
Cited by
Survival Support Vector Machines: A Simulation Study and Its Health-Related Application (in Supervised and Unsupervised Learning for Data Science)
DD Prastyo, HA Khoiri, SW Purnami, S Suhartono, SF Fam, N Suhermi
Supervised and Unsupervised Learning for Data Science, 85-100, 2020
Support Vector Machines with Evolutionary Model Selection for Default Prediction (in The Oxford Handbook of Applied Nonparametric and Semiparametric Econometrics and Statistics)
W Haerdle, D Prastyo, C Hafner …, 2014
Roll motion prediction using a hybrid deep learning and ARIMA model
N Suhermi, DD Prastyo, B Ali
Procedia computer science 144, 251-258, 2018
Robust Adaptive Multivariate Hotelling's T2 Control Chart based on Kernel Density Estimation for Intrusion Detection System
M Ahsan, M Mashuri, MH Lee, H Kuswanto, DD Prastyo
Expert Systems with Applications 145 (1 May 2020), 113105, 2020
Two levels ARIMAX and regression models for forecasting time series data with calendar variation effects
Suhartono, MH Lee, DD Prastyo
AIP Conference Proceedings 1691 (1), 050026, 2015
Bioremediation of micropollutants using living and non-living algae-Current perspectives and challenges
A Ratnasari, A Syafiuddin, NS Zaidi, ABH Kueh, T Hadibarata, DD Prastyo, ...
Environmental Pollution 292, 118474, 2022
Intrusion detection system using multivariate control chart Hotelling’s T2 based on PCA
M Ahsan, M Mashuri, H Kuswanto, DD Prastyo
Int. J. Adv. Sci. Eng. Inf. Technol 8 (5), 1905-1911, 2018
Multivariate control chart based on PCA mix for variable and attribute quality characteristics
M Ahsan, M Mashuri, H Kuswanto, DD Prastyo, H Khusna
Production & Manufacturing Research 6 (1), 364-384, 2018
Bootstrap-based maximum multivariate CUSUM control chart
H Khusna, M Mashuri, M Ahsan, S Suhartono, DD Prastyo
Quality Technology & Quantitative Management 17 (1), 52-74, 2020
Advances in pretreatment technology for handling the palm oil mill effluent: Challenges and prospects
A Ratnasari, A Syafiuddin, R Boopathy, S Malik, MA Mehmood, R Amalia, ...
Bioresource Technology 344, 126239, 2022
Embedded Predictor Selection for Default Risk Calculation: A Southeast Asian Industry Study (in Handbook of Asian finance: Financial markets and sovereign wealth funds)
WK Härdle, DD Prastyo 1, 131–148, 2014
Shifting from conventional to organic filter media in wastewater biofiltration treatment: a review
ZZ Loh, NS Zaidi, A Syafiuddin, EL Yong, R Boopathy, AB Hong Kueh, ...
Applied Sciences 11 (18), 8650, 2021
VAR and GSTAR-Based Feature Selection in Support Vector Regression for Multivariate Spatio-Temporal Forecasting
DD Prastyo, FS Nabila, MH Lee, N Suhermi, SF Fam
Communications in Computer and Information Science 937, 46-57, 2019
Comparison between VAR, GSTAR, FFNN-VAR and FFNN-GSTAR models for forecasting oil production
S Suhartono, DD Prastyo, H Kuswanto, MH Lee
Matematika, 103-111, 2018
Lean manufacturing and overall equipment efficiency (OEE) in paper manufacturing and paper products industry
SF Fam, N Ismail, H Yanto, DD Prastyo, BP Lau
Journal of Advanced Manufacturing Technology (JAMT) 12 (1 (2)), 461-474, 2018
Outlier detection using PCA mix based T2 control chart for continuous and categorical data
M Ahsan, M Mashuri, H Kuswanto, DD Prastyo, H Khusna
Communications in Statistics-Simulation and Computation 50 (5), 1496-1523, 2021
PCA-based Hotelling's T2 chart with fast minimum covariance determinant (FMCD) estimator and kernel density estimation (KDE) for network intrusion detection
M Mashuri, M Ahsan, MH Lee, DD Prastyo
Computers & Industrial Engineering 158, 107447, 2021
Residual-based maximum MCUSUM control chart for joint monitoring the mean and variability of multivariate autocorrelated processes
H Khusna, M Mashuri, Suhartono, DD Prastyo, MH Lee, M Ahsan
Production & Manufacturing Research 7 (1), 364-394, 2019
Multivariate Gamma Regression: Parameter Estimation, Hypothesis Testing, and Its Application
A Rahayu, P Purhadi, S Sutikno, DD Prastyo
Symmetry 12 (5), 813, 2020
Markov Chain Monte Carlo–Based Approaches for Modeling the Spatial Survival with Conditional Autoregressive (CAR) Frailty
N Iriawan, S Astutik, DD Prastyo
International Journal of Computer Science and Network Security 10 (12), 211-216, 2010
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