B. Sartono

发表

Bagging Based Ensemble Classification Method on Imbalance Datasets

Lukmanul Hakim, A. Saefuddin, B. Sartono, 2017 .

A general structural equation model of the emotions and repurchase intention in modern retail

M. Sabri, M. Simanjuntak, B. Sartono, 2020 .

I-Optimal Design of Mixture Experiments in the Presence of Ingredient Availability Constraints

P. Goos, B. Sartono, U. Syafitri, 2015 .

Ensemble Decomposition Method for Predicting the Price of Rice in Jakarta

B. Sartono, H. Fransiska, H. Wijayanto, 2014 .

VARIABLE SELECTION IN ANALYZING LIFE INFANT BIRTH IN INDONESIA USING GROUP LASSO AND GROUP SCAD

K. A. Notodiputro, B. Sartono, Ita Wulandari, 2020 .

Performance of Construction Companies in Southeast Asia using Static and Dynamic Panel Data

B. Sartono, N. Achsani, Roy Sembel, 2018, Asian Journal of Applied Sciences.

Correspondence Analysis of Indonesian Retail Banking Personal Loans Top Up

U. Sumarwan, B. Sartono, Andrie Agustino, 2018 .

Marketing Strategy on Personal Loans Top Up Using Survival Analysis: Case Indonesian Bank

U. Sumarwan, B. Sartono, Andrie Agustino, 2017 .

Super Learner for Predicting Stock Market Trends: A Case Study of Jakarta Islamic Index Stock Exchange

B. Sartono, G. A. Dito, A. Annisa, 2020 .

Features Analysis of the Research and Development Industry in Indonesia

B. Sartono, A. Soleh, Endang Febrian Khusnul Hidayati, 2022 .

Identification of Traffic Accident Blackspot in Bogor City and Scoring Model for Roads Segment

B. Susetyo, B. Sartono, Yuni Rafita, 2016 .

The Relationship Between Competitive Position And Efficiency in The Indonesian-Banking Sector: A Panel Data Analysis

B. Sartono, N. Achsani, H. Wijayanto, 2019, Indonesian Journal of Business and Entrepreneurship.

An Application of Genetic Algorithm for Clustering Observations with Incomplete Data

A. Saefuddin, B. Sartono, F. R. Ananda, 2017 .

Implementation of Winsorizing and random oversampling on data containing outliers and unbalanced data with the random forest classification method

B. Sartono, F. Zubedi, K. Notodiputro, 2022, Jurnal Natural.

Automated Multi Label Classification on Fertilizer Themed Patent Documents in Indonesia

B. Sartono, A. Soleh, Aris Yaman, 2022, DESIDOC Journal of Library & Information Technology.

Impacts of Oil Price Shock on Sector Returns with Regime-Switching Approach: New Evidence from Indonesian Stock Market

D. Priyarsono, B. Sartono, M. A. Dharmawan, 2017 .

RESTRICTED MAXIMUM LIKELIHOOD ESTIMATION FOR MULTIVARIATE LINEAR MIXED MODEL IN ANALYZING PISA DATA FOR INDONESIAN STUDENTS

Indahwati Indahwati, B. Sartono, K. Notodiputro, 2022, BAREKENG: Jurnal Ilmu Matematika dan Terapan.

Identifying Characteristics of Households Recipient of the Government’s Social Protection Program

B. Sartono, U. Syafitri, Nofrida Elly Zendrato, 2022, Indonesian Journal of Artificial Intelligence and Data Mining.

Spatial Econometric Model of Poverty in Java Island

B. Sartono, M. Aidi, M. Zewdie, 2015 .

Twitter as Source of Auxiliary Information in Small Area Estimation (A Case Study about Estimation Electability of The Candidate Pairs Of President and Vice-President Of The 2019 President Election)

B. Sartono, A. Kurnia, F. A. Muhyi, 2020 .

Indonesia Stock Exchange Composite Modelling With Gaussian Copula Marginal Regression

Darwis, A. Wigena, B. Sartono, 2016 .

Analysis of factors affecting car purchasing decision

U. Sumarwan, B. Sartono, Bagus Randhyartha Gumilar, 2020 .

A study of machine learning algorithms to measure the feature importance in class-imbalance data of food insecurity cases in Indonesia

A. F. Hadi, B. Sartono, A. Kurnia, 2022, Communications in Mathematical Biology and Neuroscience.

Model averaging in calibration of near-infrared instruments with correlated high-dimensional data

A. Gusnanto, B. Sartono, A. Kurnia, 2022, Journal of Applied Statistics.

Study of features importance level identification of machine learning classification model in sub-populations for food insecurity

A. F. Hadi, B. Sartono, H. Wijayanto, 2022, AIP Conference Proceedings.

Non-Performing Loan Determinants during COVID-19 Pandemic (Case Study at Bank XYZ)

B. Sartono, H. Siregar, D. Suradi, 2021, International Journal of Research and Review.

Comparison of Main Characteristics of Food Insecurity Using Classification Tree and Random Forest

A. F. Hadi, B. Sartono, E. Ramadhani, 2022, Sinkron.

A nonlinear multidimensional knapsack problem in the optimal design of mixture experiments

Peter Goos, Bagus Sartono, Utami Dyah Syafitri, 2020, Eur. J. Oper. Res..

Clustering of Commodity Inflation Pattern based on Estimated ARIMA Model

I M Sumertajaya, B Sartono, A H Wigena, 2021 .

Stock Clustering Based on Stock Closing Price Movement: For Investor Reference

B. Sartono, D. Hakim, Hanik Aulia, 2018 .

Clustering box office movie with Partition Around Medoids (PAM) Algorithm based on Text Mining of Indonesian subtitle

Indahwati, A D Alfarizy, B Sartono, 2017 .

Classification Analysis to Predict a Closing Price Condition of the Stock of UNVR using the Gaussian Copula Model

A. Djuraidah, B. Sartono, A. Ikhsan, 2017 .

Model Averaging Method for Supersaturated Experimental Design

B. Sartono, A. Kurnia, D. Salaki, 2016 .

Synthetic Over Sampling Methods for Handling Class Imbalanced Problems : A Review

B Santoso, Hari Wijayanto, Khairil Anwar Notodiputro, 2017 .

Optimal Blocking for General Resolution-3 Designs

Peter Goos, Bagus Sartono, Eric D. Schoen, 2013 .

Linear Mixed Model for Analyzing Longitudinal Data: A Simulation Study of Children Growth Differences

Bagus Sartono, Khairil Anwar Notodiputro, Novi Hidayat Pusponegoro, 2017, ICCSCI.

Clustering rainfall data using Piccolo method

Bagus Sartono, I Made Sumertajaya, Aji Hamim Wigena, 2020 .

Feature Selection using Simulated Annealing with Optimal Neighborhood Approach

B Sartono, F M Afendi, A Syaiful, 2021 .

Variable that influence achievement of indonesian students in the program international student assessment (PISA) 2015 using structural equation modelling (SEM)

B. Sartono, K. Notodiputro, V. Eminita, 2020, Journal of Physics: Conference Series.

QUALITY OF WORK LIFE, ORGANIZATIONAL COMMITMENT AND TURNOVER INTENTION IN ACCOUNT OFFICER OF MICRO FINANCE COMPANY

B. Sartono, M. Najib, Adinna Astrianti, 2020 .

Proposing a Zakat Empowerment Program Using IDZ: Case from Cemplang Village, Bogor, Indonesia

B. Sartono, I. Beik, Khairunnajah Khairunnajah, 2019, International Journal of Zakat.

Determination of Water Quality Status at Belawan Harbour Using STORET Method

H. Effendi, B. Sartono, Yuni Yolanda, 2019, International Journal of Scientific Research in Science, Engineering and Technology.

EXTRA TREES METHOD FOR STOCK PRICE FORECASTING WITH ROLLING ORIGIN ACCURACY EVALUATION

B. Sartono, K. Notodiputro, D. A. Mahkya, 2022, MEDIA STATISTIKA.

Analysis of Multidimensional Stunting Intervention Factor Using Mixed Model

B. Sartono, K. Notodiputro, D. Agustina, 2021, IOP Conference Series: Earth and Environmental Science.

Forecasting Market Risk in ASEAN-5 Indices using Normal and Cornish-Fisher Value at Risk

B. Sartono, N. Achsani, Bangkit Oetomo, 2016 .

CLASSIFICATION OF RICE-PLANT GROWTH PHASE USING SUPERVISED RANDOM FOREST METHOD BASED ON LANDSAT-8 MULTITEMPORAL DATA

Dwi Wahyu Triscowati, B. Sartono, A. Wijayanto, 2020 .

Multitemporal remote sensing data for classification of food crops plant phase using supervised random forest

Bagus Sartono, Anang Kurnia, Arie Wahyu Wijayanto, 2019, Other Conferences.

K-Neighbor over-sampling with cleaning data: a new approach to improve classification performance in data sets with class imbalance

Hari Wijayanto, Bagus Sartono, Budi Santoso, 2018 .

Comparison of GLM, GLMM and HGLM in Identifying Factors that Influence the District or City Poverty Level in Aceh Province

I. Sumertajaya, A. Wigena, B. Sartono, 2021 .

The lasso binary logistic regression method for selecting variables that affect the recovery of Covid-19 patients in China

B. Sartono, K. Notodiputro, A. Rusyana, 2021 .

A generalized linear mixed model for understanding determinant factors of student's interest in pursuing bachelor's degree at Universitas Syiah Kuala

B. Sartono, K. Notodiputro, A. Rusyana, 2021 .

A Combined Modeling of Generalized Linear Mixed Model and LASSO Techniques for Analizing Monthly Rainfall Data

B. Sartono, M. Hayati, K. Notodiputro, 2018, IOP Conference Series: Earth and Environmental Science.

AMAZonn (A Multicollinearity-adjusted Adaptive LASSO for Zero-infated Count Regression) with Weight of Expectation Maximization Standard Error Adaptive LASSO (SEAL AL) for Zero Inflated Poisson Data

Bagus Sartono, Khairil Anwar Notodiputro, Ismah, 2021 .

Two-Stage Statistical Downscaling Modeling with Multi-Class Random Forest on Rainfall Prediction

B. Sartono, A. Soleh, Riana Hadiana, 2020 .

The Spatial Effect of Agricultural Sector Growth in West Java: A Spatial Approach to Panel Data

B. Sinaga, B. Sartono, H. Harianto, 2022, Jurnal Ilmu Pertanian Indonesia.

Comparison of Single and Ensemble Classifiers of Support Vector Machine and Classification Tree

Bagus Sartono, Kusman Sadik, Iut Tri Utami, 2014 .

Ensemble K-nearest neighbors method to predict rice price in Indonesia

Hari Wijayanto, Bagus Sartono, Dewi Sinta, 2014 .

Handling of Overdispersion in the Poisson Regression Model with Negative Binomial for the Number of New Cases of Leprosy in Java

Bagus Sartono, Agus M Soleh, Yopi Ariesia Ulfa, 2021 .

Measuring R&D Performance Using Data Envelopment Analysis (DEA): Case Indonesia

B. Sartono, I. J. Asmara, Elmi Achelia, 2019, International Journal of Social Science and Humanity.

Predicting Potential Co-Authorship Using Random Forest: Case of Scientific Publications in Indonesian Institute of Sciences

Bagus Sartono, Rizka Rahmaida, Asep Saefuddin, 2019 .

Random Forest Lag Distributed Regression for Forecasting on Palm Oil Production

I. Sumertajaya, B. Sartono, Aulia Rizki Firdawanti, 2020 .

Evaluation of scoring method in urban-rural classification in Indonesia

Herlina, B. Sartono, R. Manik, 2019, IOP Conference Series: Earth and Environment.

Topic modelling and hotel rating prediction based on customer review in Indonesia

Bagus Sartono, Anik Djuraidah, Yunanto Putranto, 2021, International Journal of Management and Decision Making.

Model Averaging Approach in Calibration Model

A. Gusnanto, B. Sartono, A. Kurnia, 2018 .

MODEL AVERAGING, AN ALTERNATIVE APPROACH TO MODEL SELECTION IN HIGH DIMENSIONAL DATA ESTIMATION

A. Gusnanto, B. Sartono, A. Kurnia, 2015 .

Performance of LAD-LASSO and WLAD-LASSO on High Dimensional Regression in Handling Data Containing Outliers

Indahwati Indahwati, B. Sartono, E. Purnaningrum, 2022, JTAM (Jurnal Teori dan Aplikasi Matematika).

SURVIVAL ANALYSIS WITH EXTENDED COX MODEL ABOUT DURABILITY DEBTOR EFFORTS ON CREDIT RISK

B. Sartono, I. Kurniawan, A. Kurnia, 2015 .

Survival analysis of students of BUD (regional representative scholarship) in IPB

Indahwati, B. Sartono, F. Ulfah, 2015 .

Deep Learning Image Classification Rontgen Dada pada Kasus Covid-19 Menggunakan Algoritma Convolutional Neural Network

B. Sartono, A. Soleh, Leni Anggraini Susanti, 2023, Jurnal Teknologi Informasi dan Ilmu Komputer.

Modeling the influence of climatic factors on the number of dengue hemorrahagic fever (DHF) patients in DKI Jakarta 2017-2020 using generalized linear mixed model

B. Sartono, K. Notodiputro, M. Sundari, 2023, THE PHYSICS OF SURFACES: Aspects of the Kinetics and Dynamics of Surface Reaction.

Application of SHAP on CatBoost classification for identification of variabels characterizing food insecurity occurrences in Aceh Province households

A. F. Hadi, B. Sartono, Evi Ramadhani, 2023, Jurnal Natural.

Classification of three-level strength-3 arrays

Peter Goos, Bagus Sartono, Eric D. Schoen, 2012 .

Blocking Orthogonal Designs With Mixed Integer Linear Programming

Peter Goos, Bagus Sartono, Eric D. Schoen, 2015, Technometrics.

Constructing General Orthogonal Fractional Factorial Split-Plot Designs

Peter Goos, Bagus Sartono, Eric D. Schoen, 2015, Technometrics.

A STUDY OF GENERALIZED LINEAR MIXED MODEL FOR COUNT DATA USING HIERARCHICAL BAYES METHOD

B. Sartono, E. Sunandi, K. Notodiputro, 2021, MEDIA STATISTIKA.

Active Effects Selection which Considers Heredity Principle in Multi-Factor Experiment Data Analysis

Bagus Sartono, Agus Salim, Rahma Anisa, 2020 .

Variable-Group Selection on Estimated Metabolites of Curcuma aeruginosa Related to Antioxidant Activity by Using Group Lasso Regression

B. Sartono, H. Wijayanto, R. Anisa, 2018 .

Variable selection methods applied to the mathematics scores of Indonesian students based on convex penalized likelihood

B. Sartono, K. Notodiputro, V. M. Santi, 2019, Journal of Physics: Conference Series.

Improving Classification Model Performances using an Active Learning Method to Detect Hate Speech in Twitter

B. Sartono, K. A. Notodiputro, Muhammad Ilham Abidin, 2021, Indonesian Journal of Statistics and Its Applications.

MODELING CLUSTERWISE LINEAR REGRESSION ON POVERTY RATE IN INDONESIA

B. Sartono, H. Fransiska, Dyah Setyo Rini, 2023, BAREKENG JURNAL ILMU MATEMATIKA DAN TERAPAN.

LEADING SECTOR DEVELOPMENT AND IT'S IMPLICATONS ON THE LENDING PORTFOLIO AND NON-PERFORMING LOAN OF SMALL MEDIUM ENTERPRISES

B. Sartono, S. Djohar, Dewi Margareth Lumbantoruan, 2015 .

FUNCTION GROUP SELECTION OF SEMBUNG LEAVES (BLUMEA BALSAMIFERA) SIGNIFICANT TO ANTIOXIDANTS USING OVERLAPPING GROUP LASSO

B. Sartono, A. Soleh, Kusnaeni Kusnaeni, 2022, BAREKENG: Jurnal Ilmu Matematika dan Terapan.

Generalized Linear Mixed Models by penalized Lasso in modelling the scores of Indonesian students

B Sartono, V M Santi, K A Notodiputro, 2021, Journal of Physics: Conference Series.

Penalized Logistic Regression Model to Predict a Results of RT-PCR by Using Blood Laboratory Test

B. Sartono, K. Notodiputro, A. Dwinata, 2021 .

Unordered Features Selection of Low Birth WeightDatain Indonesiausing the LASSO and Fused LASSO Techniques

Bagus Sartono, Khairil Anwar Notodiputro, Yenni Kurniawati, 2020 .

Selection of variables based on nonconcave penalized likelihood using lasso, elastic net, and SCAD method

B. Sartono, K. Notodiputro, Femmy Diwidian, 2024, PROCEEDINGS OF THE 2ND INTERNATIONAL INTERDISCIPLINARY SCIENTIFIC CONFERENCE “DIGITALIZATION AND SUSTAINABILITY FOR DEVELOPMENT MANAGEMENT: ECONOMIC, SOCIAL, AND ENVIRONMENTAL ASPECTS”.

Evaluation of naïve and covariance algorithms in variable selection methods

B. Sartono, K. Notodiputro, Khalilah Nurfadilah, 2024, PROCEEDINGS OF THE 2ND INTERNATIONAL INTERDISCIPLINARY SCIENTIFIC CONFERENCE “DIGITALIZATION AND SUSTAINABILITY FOR DEVELOPMENT MANAGEMENT: ECONOMIC, SOCIAL, AND ENVIRONMENTAL ASPECTS”.