متابعة
Dedy Dwi Prastyo
Dedy Dwi Prastyo
أسماء أخرىPrastyo, Dedy Dwi, Prastyo, D D
Associate Professor at Department of Statistics, Institut Teknologi Sepuluh Nopember
بريد إلكتروني تم التحقق منه على statistika.its.ac.id - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
422*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
http://www.oxfordhandbooks.com/view/10.1093/oxfordhb/9780199857944.001.0001 …, 2014
97*2014
Roll motion prediction using a hybrid deep learning and ARIMA model
N Suhermi, Suhartono, DD Prastyo, B Ali
Procedia computer science 144, 251-258, 2018
942018
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
612020
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
552022
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
492015
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
472020
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
462022
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
462018
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
432021
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
432018
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
http://www.sciencedirect.com/science/article/pii/B978012800982600007X 1, 131–148, 2014
38*2014
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
342018
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
322018
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
302021
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
302021
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
282019
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
232019
Multivariate Gamma Regression: Parameter Estimation, Hypothesis Testing, and Its Application
A Rahayu, P Purhadi, S Sutikno, DD Prastyo
Symmetry 12 (5), 813, 2020
222020
Deep neural network for forecasting inflow and outflow in Indonesia
DEA Suhartono, DD Prastyo, H Kuswanto, MH Lee
Sains Malaysiana 48 (8), 1787-1798, 2019
212019
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مقالات 1–20