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Home » Bagus Sartono’s Publications

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Jl. Meranti Wing 22 Level 4
Kampus IPB Darmaga
Bogor 16680, Jawa Barat, Indonesia
Tlp./Fax +62 (251) 8624535

Hours
Monday—Friday: 08:00–16:00

Bagus Sartono’s Publications

Notodiputro, K. A., Sartono, B., & others. (2021). 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. Journal of Physics: Conference Series, 1776, 012050.
Triscowati, D. W., Sartono, B., Kurnia, A., Dirgahayu, D., & Wijayanto, A. W. (2020). CLASSIFICATION OF RICE-PLANT GROWTH PHASE USING SUPERVISED RANDOM FOREST METHOD BASED ON LANDSAT-8 MULTITEMPORAL DATA. International Journal of Remote Sensing and Earth Sciences (IJReSES), 16(2), 187–196.
Goos, P., Syafitri, U., Sartono, B., & Vazquez, A. (2020). A nonlinear multidimensional knapsack problem in the optimal design of mixture experiments. European Journal of Operational Research, 281(1), 201–221.
Sartono, B., Syaiful, A., Ayuningtyas, D., Afendi, F. M., Anisa, R., & Salim, A. (2020). Active Effects Selection which Considers Heredity Principle in Multi-Factor Experiment Data Analysis. Statistics, Optimization & Information Computing, 8(2), 414–424.
Hendrawati, T., Wigena, A. H., Sumertajaya, I. M., & Sartono, B. (2020). Clustering rainfall data using Piccolo method. AIP Conference Proceedings, 2296, 020056.
Bakri, R., Sartono, B., Zainuddin, H. A., & Sabil, L. A. (2020). SWANSTAT: A user-friendly web application for data analysis using shinydashboard package in R. ℡KOMNIKA, 18(4), 1866–1873.
Gumilar, B. R., Sumarwan, U., & Sartono, B. (2020). Analysis of factors affecting car purchasing decision. INOVASI, 16(1), 60–71.
Eminita, V., Notodiputro, K., & Sartono, B. (2020). Variable that influence achievement of indonesian students in the program international student assessment (PISA) 2015 using structural equation modelling (SEM). Journal of Physics: Conference Series, 1521, 042041.
Ayuningtyas, D., Sartono, B., & Afendi, F. M. (2020). Penerapan Algoritme Genetik Untuk Seleksi Peubah Regresi Logistik. Xplore: Journal of Statistics, 9(1), 51–58.
Triscowati, D. W., Sartono, B., Kurnia, A., Domiri, D. D., & Wijayanto, A. W. (2020). Klasifikasi Fase Tanam Padi Menggunakan Supervised Random Forest Pada Data Multitemporal Citra Landsat-8 Classification of Rice Plant Phase Using Supervised Random Forest Based On Multitemporal Data Landsat-8 Satellite.
Rakhmalia, R. I., Soleh, A. M., & Sartono, B. (2020). PENDUGAAN CURAH HUJAN DENGAN TEKNIK STATISTICAL DOWNSCALING MENGGUNAKAN CLUSTERWISE REGRESSION SEBARAN TWEEDIE. Indonesian Journal of Statistics and Its Applications, 4(3), 473–483.
Yaman, A., Sartono, B., & Soleh, A. M. (2020). Identifikasi kecakapan inovasi lembaga riset di Indonesia berbasis dokumen. Berkala Ilmu Perpustakaan Dan Informasi, 16(2), 142–154.
Hadiana, R., Soleh, A. M., & Sartono, B. (2020). Two-Stage Statistical Downscaling Modeling with Multi-Class Random Forest on Rainfall Prediction. Proceedings of the 1st International Conference on Statistics and Analytics. https://eudl.eu/doi/10.4108/eai.2-8-2019.2290525
Herlina, H., Sartono, B., & Susetyo, B. (2020). KAJIAN VALIDITAS INSTRUMEN PENGUKURAN SKALA PENGALAMAN KERAWANAN PANGAN DI INDONESIA. Indonesian Journal of Statistics and Its Applications, 4(1), 136–155.
Astrianti, A., Najib, M., & Sartono, B. (2020). QUALITY OF WORK LIFE, ORGANIZATIONAL COMMITMENT AND TURNOVER INTENTION IN ACCOUNT OFFICER OF MICRO FINANCE COMPANY. Sosiohumaniora, 22(1), 17–25.
Simanjuntak, M., Nur, H., Sartono, B., & Sabri, M. (2020). A general structural equation model of the emotions and repurchase intention in modern retail. Management Science Letters, 10(4), 801–814.
Muhyi, F., Sartono, B., Sulvianti, I., & Kurnia, A. (2019). Twitter utilization in application of small area estimation to estimate electability of candidate central java governor. IOP Conference Series: Earth and Environmental Science, 299, 012033.
_Raharjo, R., Soleh, A. M., & Sartono, B. (2019). An empirical study of the performance of two stage optimal ensemble classification using genetic algorithm. IOP Conference Series: Earth and Environmental Science, 299, 012024.
Triscowati, D. W., Sartono, B., Kurnia, A., Domiri, D. D., & Wijayanto, A. W. (2019). Multitemporal remote sensing data for classification of food crops plant phase using supervised random forest. Sixth Geoinformation Science Symposium, 11311, 1131102.
Dito, G., Safitri, A., Afendi, F., Anisa, R., Salim, A., & Sartono, B. (2019). Graphical user interface (GUI) for the least absolute shrinkage and selection operator (LASSO) regression. IOP Conference Series: Earth and Environmental Science, 299, 012031.
Nurrusydah, Z., Erfiani, E., & Sartono, B. (2019). PENERAPAN CYLINDRICAL DAN FLEXIBLE SPACE TIME SCAN STATISTIC DALAM MENGIDENTIFIKASI KANTONG KEMISKINAN DI PULAU JAWA TAHUN 2011-2015. Indonesian Journal of Statistics and Its Applications, 3(2), 169–183.
Safitri, A., Anisa, R., & Sartono, B. (2019). Alternative approach to identify active effects in supersaturated experiments. AIP Conference Proceedings, 2192, 090007.
Bodro, D., Sartono, B., & Sadik, K. (2019). A simulation study with log, Box-Cox, and dual-power transformation on handling curvilinear relationship in small area estimation. IOP Conference Series: Earth and Environmental Science, 299, 012029.
Kautsar, R., Sartono, B., Suhaeni, C., & Djaafara, B. A. (2019). Deteksi Titik Panas dan Pola Spasio-Temporal Kejadian Penyakit Demam Berdarah Dengue Di DKI Jakarta. Xplore: Journal of Statistics, 8(1).
Anisa, R., Sartono, B., Silvianti, P., Alamudi, A., & others. (2019). CONSTRUCTING EARTHQUAKE DISASTER-EXPOSURE LIKELIHOOD INDEX USING SHAPLEY-VALUE REGRESSION APPROACH. Indonesian Journal of Statistics and Its Applications, 3(1), 78–90.
Aruddy, A., Achsani, N. A., Wijayanto, H., & Sartono, B. (2019). The Relationship Between Competitive Position And Efficiency in The Indonesian-Banking Sector: A Panel Data Analysis. Indonesian Journal of Business and Entrepreneurship (IJBE), 5(1), 87.
Manik, R., Wigena, A., Surbakti, S., Sartono, B., & others. (2019). Optimum scoring scheme to classify villages into urban-rural group. IOP Conference Series: Earth and Environmental Science, 299, 012026.
Saputra, G. H., Wigena, A. H., & Sartono, B. (2019). PENGGUNAAN SUPPORT VECTOR REGRESSION DALAM PEMODELAN INDEKS SAHAM SYARIAH INDONESIA DENGAN ALGORITME GRID SEARCH. Indonesian Journal of Statistics and Its Applications, 3(2), 148–160.
Santi, V., Notodiputro, K., & Sartono, B. (2019). Variable selection methods applied to the mathematics scores of Indonesian students based on convex penalized likelihood. Journal of Physics: Conference Series, 1402, 077096.
Rahmaida, R., Saefuddin, A., & Sartono, B. (2019). Predicting Potential Co-Authorship Using Random Forest: Case of Scientific Publications in Indonesian Institute of Sciences. STI Policy and Management Journal, 4(2).
Mumtaza, W. A., Saefuddin, A., & Sartono, B. (2019). The Impact of Oil Price Shocks on Stock Market Returns in Each Regime using Vector Autoregressive Method. Xplore: Journal of Statistics, 8(1).
Yulita, F. H., Simanjuntak, M., & Sartono, B. (2019). SHOPPING BEHAVIOR OF INDONESIAN CUSTOMER IN MODERN RETAIL. Russian Journal of Agricultural and Socio-Economic Sciences, 88(4).
Asmara, I. J., Achelia, E., Simamora, N. G., & Sartono, B. (2019). Measuring R&D Performance Using Data Envelopment Analysis (DEA): Case Indonesia. International Journal of Social Science and Humanity, 9(4).
Manik, R., Sartono, B., Suharni, L., & others. (2019). Evaluation of scoring method in urban-rural classification in Indonesia. IOP Conference Series: Earth and Environmental Science, 299, 012028.
Khairunnajah, K., Beik, I. S., & Sartono, B. (2019). Proposing a Zakat Empowerment Program Using IDZ: Case from Cemplang Village, Bogor, Indonesia. International Journal of Zakat, 4(1), 45–54.
Aziz, A., Sartono, B., & others. (2019). Improving prediction accuracy of classification model using cascading ensemble classifiers. IOP Conference Series: Earth and Environmental Science, 299, 012025.
Murpraptomo, S. H., Yuliati, L. N., & Sartono, B. (2019). The influence of marketing mix, perceived risk, and satisfaction on word of mouth in XYZ clinic. Journal of Consumer Sciences, 4(1), 13–24.
Fauziyah, A., Sartono, B., & Soleh, A. M. (2018). The Comparison of Classification Method between SIMCA and Robust SIMCA (RSIMCA) on Data with Outlier. IOP Conference Series: Earth and Environmental Science, 187, 012050.
Ramadhan, M. A., Sartono, B., & Kurnia, A. (2018). Partial Least Squares in Constructing Candidates Model Averaging. IJSRSET (4), 1, 1459–1463.
Salaki, D. T., Kurnia, A., Gusnanto, A., Mangku, I. W., & Sartono, B. (2018). Model Averaging Approach in Calibration Model.
Hijryani, F., Sartono, B., & Syafitri, U. D. (2018). Rapid Identification of Fresh Milk Customer Segmentation. Xplore: Journal of Statistics, 7(3).
Rahmat, H., Wijayanto, H., Afendi, F. M., Sartono, B., Anisa, R., & Septianingsih, D. A. (2018). Variable-Group Selection on Estimated Metabolites of Curcuma aeruginosa Related to Antioxidant Activity by Using Group Lasso Regression. 2nd International Conference on Mathematics and Mathematics Education 2018 (ICM2E 2018).
Sartono, B., Raharjo, M., & Suhaeni, C. (2018). Empirical Study on the Predictive Power of Rotation Forest. IOP Conference Series: Earth and Environmental Science, 187, 012053.
Hijrah, M., Susetyo, B., & Sartono, B. (2018). Structural Equation Modeling Of National Standard Education of Vocational High School Using Partial Least Square Path Modeling.
Santoso, B., Wijayanto, H., Notodiputro, K., & Sartono, B. (2018). A Comparative Study of Synthetic Over-sampling Method to Improve the Classification of Poor Households in Yogyakarta Province. IOP Conference Series: Earth and Environmental Science, 187, 012048.
Santoso, B., Wijayanto, H., Notodiputro, K. A., & Sartono, B. (2018). K-Neighbor Over-Sampling with Cleaning Data: A New Approach to Improve Classification Performance in Data Sets with Class Imbalance. Applied Mathematical Sciences, 12(10), 449–460.
Muslim, A., Hayati, M., Sartono, B., & Notodiputro, K. (2018). A Combined Modeling of Generalized Linear Mixed Model and LASSO Techniques for Analizing Monthly Rainfall Data. IOP Conference Series: Earth and Environmental Science, 187, 012044.
Novkaniza, F., Hayati, M., Sartono, B., & Notodiputro, K. A. (2018). Fused Lasso For Modeling Monthly Raifall In Indramayu Sub Distric West Java Indonesia. IOP Conference Series: Earth and Environmental Science, 187, 012046.
Novkaniza, F., Notodiputro, K., & Sartono, B. (2018). Bootstrap Confidence Interval of Prediction for Small Area Estimation Based on Linear Mixed Model. IOP Conference Series: Earth and Environmental Science, 187, 012040.
Sukandar, B. M., Achsani, N. A., Sembel, R., & Sartono, B. (2018). Performance of Construction Companies in Southeast Asia using Static and Dynamic Panel Data. Asian Journal of Applied Sciences (ISSN: 2321–0893), 6(06).

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