Dedy Dwi Prastyo

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SuhartonoDepartment of Statistics, Institut 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 mashuriInstitut Teknologi Sepuluh NopemberVerified 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 FamSenior Lecturer, 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
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
Nur IriawanStatistics Department - Institut Teknologi Sepuluh Nopember (ITS), Surabaya, IndonesiaVerified email at statistika.its.ac.id
Novri SuhermiDepartment of Statistics, Institut Teknologi Sepuluh NopemberVerified email at statistika.its.ac.id
Achmad Syafiuddin, Ph.DUniversitas Nahdlatul Ulama SurabayaVerified email at unusa.ac.id
Heri YantoProfessor of Accounting at the Universitas Negeri SemarangVerified email at mail.unnes.ac.id
Baharuddin AliBPPT / BRINVerified email at brin.go.id
Christian M. HafnerProfessor of econometrics, UCL Louvain-la-NeuveVerified email at uclouvain.be
Muhammad sjahid akbarDepartment 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
I Nyoman BudiantaraDepartment of Statistics, Institut Teknologi Sepuluh NopemberVerified email at statistika.its.ac.id
Hendri PrabowoInstitut Teknologi Sepuluh NopemberVerified email at mhs.its.ac.id

Dedy Dwi Prastyo

Other namesDedy Dwi Prasetyo

Department of Statistics, Institut Teknologi Sepuluh Nopember

Verified email at statistika.its.ac.id

Applied Statistics Machine Learning Time Series Forecasting Financial Econometrics Data Science


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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	171*	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	72*	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	57	2018
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	44	2015
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	40	2020
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	31	2020
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	31	2018
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	29*	2014
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	27	2018
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	23	2019
Comparison between VAR, GSTAR, FFNN-VAR and FFNN-GSTAR models for forecasting oil production S Suhartono, DD Prastyo, H Kuswanto, MH Lee MATEMATIKA: Malaysian Journal of Industrial and Applied Mathematics, 103-111, 2018	22	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	21	2018
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	18	2022
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
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	16	2021
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	15	2022
Multivariate Gamma Regression: Parameter Estimation, Hypothesis Testing, and Its Application A Rahayu, P Purhadi, S Sutikno, DD Prastyo Symmetry 12 (5), 813, 2020	14	2020
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	14	2019
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	14	2019
T2 control chart based on successive difference covariance matrix for intrusion detection system M Ahsan, M Mashuri, H Kuswanto, DD Prastyo, H Khusna Journal of Physics: Conference Series 1028 (1), 012220, 2018	13	2018

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