Bagus Sartono

886 total citations
150 papers, 563 citations indexed

About

Bagus Sartono is a scholar working on Information Systems, Artificial Intelligence and Economics and Econometrics. According to data from OpenAlex, Bagus Sartono has authored 150 papers receiving a total of 563 indexed citations (citations by other indexed papers that have themselves been cited), including 48 papers in Information Systems, 31 papers in Artificial Intelligence and 20 papers in Economics and Econometrics. Recurrent topics in Bagus Sartono's work include Data Mining and Machine Learning Applications (40 papers), Imbalanced Data Classification Techniques (12 papers) and Advanced Statistical Methods and Models (10 papers). Bagus Sartono is often cited by papers focused on Data Mining and Machine Learning Applications (40 papers), Imbalanced Data Classification Techniques (12 papers) and Advanced Statistical Methods and Models (10 papers). Bagus Sartono collaborates with scholars based in Indonesia, Belgium and Australia. Bagus Sartono's co-authors include Khairil Anwar Notodiputro, Peter Goos, Utami Dyah Syafitri, Eric D. Schoen, Anang Kurnia, Budi Santoso, Arie Wahyu Wijayanto, Irfan Syauqi Beik, Megawati Simanjuntak and Noer Azam Achsani and has published in prestigious journals such as SHILAP Revista de lepidopterología, Technometrics and European Journal of Operational Research.

In The Last Decade

Bagus Sartono

110 papers receiving 527 citations

Peers

Bagus Sartono
Haiyun Xu China
Xinxin Wang China
Sigifredo Laengle Chile
Hongbing Jiang China
Guohua Cao China
Francisco Velasco Morente Spain
Shaw K. Chen United States
Jae Kwon Bae South Korea
Andreas C. Georgiou Greece
Haiyun Xu China
Bagus Sartono
Citations per year, relative to Bagus Sartono Bagus Sartono (= 1×) peers Haiyun Xu

Countries citing papers authored by Bagus Sartono

Since Specialization
Citations

This map shows the geographic impact of Bagus Sartono's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Bagus Sartono with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Bagus Sartono more than expected).

Fields of papers citing papers by Bagus Sartono

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Bagus Sartono. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Bagus Sartono. The network helps show where Bagus Sartono may publish in the future.

Co-authorship network of co-authors of Bagus Sartono

This figure shows the co-authorship network connecting the top 25 collaborators of Bagus Sartono. A scholar is included among the top collaborators of Bagus Sartono based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Bagus Sartono. Bagus Sartono is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Notodiputro, Khairil Anwar, et al.. (2025). COMPARISON OF RANDOM FOREST AND SUPPORT VECTOR MACHINE CLASSIFICATION METHODS FOR PREDICTING THE ACCURACY LEVEL OF MADRASAH DATA. SHILAP Revista de lepidopterología. 18(1). 37–48.
2.
Sartono, Bagus, et al.. (2025). Evaluation of Machine Learning Models in Classifying Women's Labor Force Participation in West Java. Techno Com. 24(1). 13–27. 1 indexed citations
3.
4.
Sartono, Bagus, et al.. (2024). An optimal variable importance for machine learning classification models using modified simulated annealing algorithm. IOP Conference Series Earth and Environmental Science. 1356(1). 12089–12089. 1 indexed citations
5.
Sartono, Bagus, et al.. (2024). Unifying Variable Importance Scores from Different Machine Learning Models Using Simulated Annealing. Ingénierie des systèmes d information. 29(2). 649–657.
6.
Notodiputro, Khairil Anwar, et al.. (2024). Flood disaster study in Indonesia with generalized linear mixed model tree approach. AIP conference proceedings. 3132. 20008–20008. 1 indexed citations
7.
Sartono, Bagus, et al.. (2024). Effectiveness of SMOTE-ENN to Reduce Complexity in Classification Model. 8(1). 70–82. 1 indexed citations
8.
9.
Notodiputro, Khairil Anwar, et al.. (2023). COMPARISON OF LOGISTIC MODEL TREE AND RANDOM FOREST ON CLASSIFICATION FOR POVERTY IN INDONESIA. SHILAP Revista de lepidopterología. 16(2). 112–123.
10.
Notodiputro, Khairil Anwar, et al.. (2023). GLMM and GLMMTree for Modelling Poverty in Indonesia. 2023(1). 121–131.
11.
Notodiputro, Khairil Anwar, et al.. (2023). A Study of Rule Extraction from Double Random Forest to Identify the Characteristics of Working Poor in Jakarta Province, Indonesia. International Journal of Scientific Research in Science Engineering and Technology. 258–266.
12.
13.
Fitrianto, Anwar, et al.. (2021). Image Classification Modelling of Beef and Pork Using Convolutional Neural Network. International Journal of Sciences: Basic and Applied Research. 57(2). 26–38. 5 indexed citations
14.
Sartono, Bagus, et al.. (2018). Structural Equation Modeling Of National Standard Education of Vocational High School Using Partial Least Square Path Modeling. International Journal of Scientific Research in Science Engineering and Technology. 4(4). 1418–1422. 5 indexed citations
15.
Priyarsono, Dominicus Savio, et al.. (2017). Impacts of Oil Price Shock on Sector Returns with Regime-Switching Approach: New Evidence from Indonesian Stock Market. SHILAP Revista de lepidopterología. 2 indexed citations
16.
Sartono, Bagus, et al.. (2016). Identification of Traffic Accident Blackspot in Bogor City and Scoring Model for Roads Segment. International Journal of Engineering and Management Research. 6(3). 593–597.
17.
Achsani, Noer Azam, et al.. (2016). Forecasting Market Risk in ASEAN-5 Indices using Normal and Cornish-Fisher Value at Risk. Journals & Books Hosting (International Knowledge Sharing Platform). 7(18). 28–38. 1 indexed citations
18.
Sartono, Bagus, et al.. (2015). LEADING SECTOR DEVELOPMENT AND IT'S IMPLICATONS ON THE LENDING PORTFOLIO AND NON-PERFORMING LOAN OF SMALL MEDIUM ENTERPRISES. SHILAP Revista de lepidopterología. 1(2). 96–96. 2 indexed citations
19.
Sartono, Bagus. (2010). PENGENALAN ALGORITMA GENETIK UNTUK PEMILIHAN PEUBAH PENJELAS DALAM MODEL REGRESI MENGGUNAKAN SAS/IML. 15(2). 1 indexed citations
20.
Sartono, Bagus & Utami Dyah Syafitri. (2010). METODE POHON GABUNGAN: SOLUSI PILIHAN UNTUK MENGATASI KELEMAHAN POHON REGRESI DAN KLASIFIKASI TUNGGAL. 15(1). 11 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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