Dedy Dwi Prastyo

Cited by

	All	Since 2019
Citations	1723	1516
h-index	18	18
i10-index	39	37

460

230

115

345

201420152016201720182019202020212022202320247 8 26 33 106 104 139 310 376 455 130

Public access

View all

1 article

0 articles

available

not available

Based on funding mandates

Co-authors

SuhartonoDepartment of Statistics, Institut Teknologi Sepuluh NopemberVerified email at statistika.its.ac.id
muhammad mashuriInstitut Teknologi Sepuluh NopemberVerified email at statistika.its.ac.id
Heri KuswantoDepartment of Statistics, Institut Teknologi Sepuluh Nopember (ITS)Verified email at statistika.its.ac.id
Muhammad AhsanDepartment of Statistics, Institut Teknologi Sepuluh NopemberVerified email at its.ac.id
Muhammad Hisyam LeeUniversiti Teknologi MalaysiaVerified email at utm.my
Soo-Fen FamAssociate Professor, Universiti Teknikal Malaysia MelakaVerified email at utem.edu.my
Hidayatul KhusnaDepartment of Statistics, Institut Teknologi Sepuluh NopemberVerified email at its.ac.id
Michael W. BerryUniversity of Tennessee, KnoxvilleVerified email at utk.edu
Achmad Syafiuddin, Ph.DUniversitas Nahdlatul Ulama SurabayaVerified email at unusa.ac.id
Wolfgang Karl HärdleHumboldt-Universität zu Berlin, Ladislaus von Bortkiewicz Professor of StatisticsVerified email at hu-berlin.de
Santi Wulan PurnamiDepartment of Statistics, Institut Teknologi Sepuluh NopemberVerified email at statistika.its.ac.id
Novri SuhermiDepartment of Statistics, Institut Teknologi Sepuluh NopemberVerified email at statistika.its.ac.id
Jerry Dwi Trijoyo PurnomoDepartment of Statistics, Institut Teknologi Sepuluh NopemberVerified email at statistika.its.ac.id
Nur IriawanStatistics Department - Institut Teknologi Sepuluh Nopember (ITS), Surabaya, IndonesiaVerified email at statistika.its.ac.id
Bambang Widjanarko OtokDepartment of Statistics Institut Teknologi Sepuluh Nopember SurabayaVerified email at statistika.its.ac.id
Muhammad sjahid akbarDepartment of Statistics, Institut Teknologi Sepuluh NopemberVerified email at statistika.its.ac.id
Heri YantoProfessor of Accounting at the Universitas Negeri SemarangVerified email at mail.unnes.ac.id
Septia Devi Prihastuti YasmirullahUniversitas AirlanggaVerified email at ftmm.unair.ac.id
I Nyoman BudiantaraDepartment of Statistics, Institut Teknologi Sepuluh NopemberVerified email at statistika.its.ac.id
Baharuddin AliBPPT / BRINVerified email at brin.go.id

Dedy Dwi Prastyo

Other namesPrastyo, Dedy Dwi

Associate Professor at Department of Statistics, Institut Teknologi Sepuluh Nopember

Verified email at statistika.its.ac.id - Homepage

Applied Statistics Machine Learning Time Series Forecasting Financial Econometrics Data Science


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	335*	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	86*	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	75	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	48	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	45	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	41	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	40	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	40	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	39	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	31	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 http://www.sciencedirect.com/science/article/pii/B978012800982600007X 1, 131–148, 2014	31*	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	29	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	28	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	27	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	26	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	25	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	21	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	19	2019
Multivariate Gamma Regression: Parameter Estimation, Hypothesis Testing, and Its Application A Rahayu, P Purhadi, S Sutikno, DD Prastyo Symmetry 12 (5), 813, 2020	18	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	18	2010

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors