Bagus Sartono

About Bagus Sartono

Bagus Sartono, With an exceptional h-index of 17 and a recent h-index of 16 (since 2020), a distinguished researcher at Institut Pertanian Bogor, specializes in the field of statistics, experimental design, data mining, classification, data science.

His recent articles reflect a diverse array of research interests and contributions to the field:

Perbandingan Kerja Binomial GLMM Tree dan BIMM Forest untuk Memodelkan Status Bekerja Penduduk

A Comparative Study of Random Forest and Double Random Forest Models from View Points of Their Interpretability

The Role of 7P Marketing Mix toward Consumer Satisfaction and Loyalty of XYZ Beauty Clinic

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

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

Evaluation of naïve and covariance algorithms in variable selection methods

The ensemble distance on model-based clustering for regions clustering based on rainfall: The case of rainfall in West Java Indonesia

A study in determining indicators of food-insecure households using SHAP and Boruta SHAP

Bagus Sartono Information

University

Position

___

Citations(all)

1031

Citations(since 2020)

874

Cited By

387

hIndex(all)

17

hIndex(since 2020)

16

i10Index(all)

27

i10Index(since 2020)

23

Email

University Profile Page

Google Scholar

Bagus Sartono Skills & Research Interests

statistics

experimental design

data mining

classification

data science

Top articles of Bagus Sartono

Perbandingan Kerja Binomial GLMM Tree dan BIMM Forest untuk Memodelkan Status Bekerja Penduduk

Jurnal Teknologi Informasi dan Ilmu Komputer

2024/2/29

A Comparative Study of Random Forest and Double Random Forest Models from View Points of Their Interpretability

Scientific Journal of Informatics

2024/2/29

The Role of 7P Marketing Mix toward Consumer Satisfaction and Loyalty of XYZ Beauty Clinic

Journal of Consumer Sciences

2024/1/31

Popong Nurhayati
Popong Nurhayati

H-Index: 3

Bagus Sartono
Bagus Sartono

H-Index: 9

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

Journal of Applied Statistics

2024/1/25

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

AIP Conference Proceedings

2024/1/12

Evaluation of naïve and covariance algorithms in variable selection methods

AIP Conference Proceedings

2024/1/12

The ensemble distance on model-based clustering for regions clustering based on rainfall: The case of rainfall in West Java Indonesia

International Journal of Data and Network Science

2024

Triyani Hendrawati
Triyani Hendrawati

H-Index: 2

Bagus Sartono
Bagus Sartono

H-Index: 9

A study in determining indicators of food-insecure households using SHAP and Boruta SHAP

AIP Conference Proceedings

2023/5/25

Weight of evidence and information value on support vector machine classifier

2023/5/22

Association Rules in Random Forest for the most Interpretable Model

BAREKENG: Jurnal Ilmu Matematika dan Terapan

2023/4/16

Comparing Rotation Forest Model And Enhanced Random Forest Model On Imbalanced Data (Application To Classification Of Poverty Households In Sampang Regency, 2019)

Jurnal Ekonomi Pertanian dan Agribisnis

2023/4/11

Study on identification of main indicators of food insecurity households in Aceh Province in 2019-2020 using classification tree

AIP Conference Proceedings

2023/3/17

Evi Ramadhani
Evi Ramadhani

H-Index: 2

Bagus Sartono
Bagus Sartono

H-Index: 9

Study on the performance of Robust LASSO in determining important variables data with outliers

Jurnal Natural

2023/3/12

Bagus Sartono
Bagus Sartono

H-Index: 9

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

AIP Conference Proceedings

2023/2/7

Modelling of infant mortality in West Sumatra using generalized linear mixed model

AIP Conference Proceedings

2023/2/7

An Optimal Approach to Identify the Importance of Variables in Machine Learning Using Cuckoo Search Algorithm

2023

Identifikasi Karakteristik Kasus Rawan Pangan Di Provinsi Aceh Pada Penerima Program Bantuan Sosial

Journal. Ar-Raniry. Ac. Id

2023

PERBANDINGAN ORDINAL FOREST DAN REGRESI LOGISTIK ORDINAL

Jurnal Aplikasi Statistika & Komputasi Statistik

2023/12/31

Metode Hutan Ordinal untuk Klasifikasi Desa Sesuai dengan Status Indeks Desa Membangun

Jurnal Aplikasi Statistika & Komputasi Statistik

2023/12/31

Cost-Sensitive Boosting Algorithm for Classifying Underdeveloped Regions in Indonesia

Proceedings of The International Conference on Data Science and Official Statistics

2023/12/29

See List of Professors in Bagus Sartono University(Institut Pertanian Bogor)

Co-Authors

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