web analytics

Home » Department’s Publications

Address

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

Department’s Publications

Baehera, S., Syafitri, U. D., & Soleh, A. M. (2023). Evaluasi Perbandingan Kinerja Algoritma Cheng and Church Biclustering Terhadap Algoritma Clustering Klasik K-Means untuk Mengidentifikasi Pola Distribusi Barang Ekspor Indonesia. Jurnal Statistika Dan Aplikasinya, 7(2), 149–161.
Sunandi, E., Notodiputro, K. A., & Indahwati, A. M. (2023). Small Area Estimation of Illiteracy Rates based on Beta-Binomial Model using Hierarchical Likelihood Approach.
Susanti, L. A., Soleh, A. M., & Sartono, B. (2023). Deep Learning Image Classification Rontgen Dada pada Kasus Covid-19 Menggunakan Algoritma Convolutional Neural Network. Jurnal Teknologi Informasi Dan Ilmu Komputer, 10(5), 973–982.
Septianingrum, T. W., Syafitri, U. D., & Soleh, A. M. (2023). Penerapan Diskriminan Kernel pada Komponen Kimia Aktif Tanaman Obat Herbal (Kunyit, Temulawak, dan Bangle): Authors attend on Friday, October 15th, 2023, at 10.30 am. Frontier in Sustainable Agromaritime and Environmental Development Conference.
Aldania, A. N. A., Soleh, A. M., Notodiputro, K. A., & others. (2023). A Comparative Study of CatBoost and Double Random Forest for Multi-class Classification. Jurnal RESTI (Rekayasa Sistem Dan Teknologi Informasi), 7(1), 129–137.
Riaesnianda, M., Alamudi, A., Soleh, A., & Rahardiantoro, S. (2023). Identifikasi Peubah yang Berpengaruh terhadap Ketidaklulusan Mahasiswa Program Sarjana BUD IPB dengan Regresi Logistik Biner. Xplore: Journal of Statistics, 12(1), 78–90.
Pradana, A. N., Djuraidah, A., & Soleh, A. M. (2023). Land Use Change Modelling Using Logistic Regression, Random Forest and Additive Logistic Regression in Kubu Raya Regency, West Kalimantan. Forum Geografi, 37, 149–163.
Mukhlashin, P. A. R., Fitrianto, A., Soleh, A. M., & Muhamad, W. Z. A. W. (2023). Ensemble learning with imbalanced data handling in the early detection of capital markets. Journal of Accounting and Investment, 24(2), 600–617.
Sahputri, N. R., Djuraidah, A., & Soleh, A. M. (2022). Spatial regression model on gross regional domestic products in Indonesia with Eigenvector spatial filtering approach. AIP Conference Proceedings, 2662.
Ritonga, R. A., Ahmadi, N., Kusumastanto, T., Suwandi, R., Suwito, S. R., Hasriningtyas, S., Arafat, H., & Soleh, A. (2022). READINESS IMPLEMENTATION OF SMART PORT IN INDONESIA. Coastal and Ocean Journal (COJ), 6(1), 8–23.
KARDIANA, A., WIGENA, A., DJURAIDAH, A., & SOLEH, A. M. (2022). STATISTICAL DOWNSCALING MODELING FOR MONTHLY RAINFALL ESTIMATION USING GEOGRAPHICAL AND TEMPORAL WEIGHTED GAMMA REGRESSION. Asian Journal of Mathematics and Computer Research, 29(2), 43–55.
Soleh, A. M., Afendi, F. M., Sartono, B., & others. (2022). FUNCTION GROUP SELECTION OF SEMBUNG LEAVES (BLUMEA BALSAMIFERA) SIGNIFICANT TO ANTIOXIDANTS USING OVERLAPPING GROUP LASSO. BAREKENG: Jurnal Ilmu Matematika Dan Terapan, 16(2), 721–728.
Achmad, N. D., Soleh, A. M., & Rizki, A. (2022). Perbandingan Perbandingan Pengklasifikasian Metode Support Vector Machine dan Random Forest (Kasus Perusahaan Kebun Kelapa Sawit). Xplore: Journal of Statistics, 11(2), 147–156.
Kardiana, A., Wigena, A. H., Djuraidah, A., & Soleh, A. M. (2022). Geographically and temporally weighted regression modeling in statistical downscaling modeling for the estimation of monthly rainfall. J. Math. Comput. Sci., 12, Article-ID.
Hidayati, E. F. K., Sartono, B., & Soleh, A. M. (2022). Features analysis of the research and development industry in Indonesia. International Journal of Information Science and Management (IJISM), 20(2), 55–65.
Tyas, M. F., Kurnia, A., & Soleh, A. M. (2022). TEXT CLUSTERING ONLINE LEARNING OPINION DURING COVID-19 PANDEMIC IN INDONESIA USING TWEETS. BAREKENG: Jurnal Ilmu Matematika Dan Terapan, 16(3), 939–948.
Yanke, A., Zendrato, N. E., & Soleh, A. M. (2022). Handling Multicollinearity Problems in Indonesia’s Economic Growth Regression Modeling Based on Endogenous Economic Growth Theory: Penanganan Masalah Multikolinieritas pada Pemodelan Pertumbuhan Ekonomi Indonesia Berdasarkan Teori Pertumbuhan Ekonomi Endogenous. Indonesian Journal of Statistics and Its Applications, 6(2), 228–244.
Yaman, A., Sartono, B., Soleh, A. M., Indrawati, A., & Kartika, Y. A. (2022). Automated Multi-Label Classification on Fertilizer-Themed Patent Documents in Indonesia. DESIDOC Journal of Library & Information Technology, 42(4), 218–226.
Prathama, M. N., Aidi, M. N., & Soleh, A. M. (2022). Analisis Tingkat Kepuasan Pelanggan dan Loyalitas Pelanggan terhadap Cafe Infinity Coffee. Xplore: Journal of Statistics, 11(2), 107–119.
Amelia, M., Soleh, A. M., & others. (2022). The development of clusterwise regression model on gamma-normal mixed distribution with genetic algorithm. Commun. Math. Biol. Neurosci., 2022, Article-ID.
Djuraidah, A., Astuti, E. T., Efendi, A., Abdurakhman, A., Widodo, E., Mangku, I. W., Ginanjar, I., Tarno, T., Ruslan, S., Sadik, K., & others. (2021). Pedoman Statistika Ria dan Festival Sains Data (SATRIA DATA) tahun 2021.
Hakim, K. F., Silvianti, P., & Soleh, A. M. (2021). Latent Dirichlet Allocation dalam Identifikasi Respon Masyarakat Indonesia Terhadap Covid-19 Tahun 2020-2021. Xplore: Journal of Statistics, 10(3), 249–258.
Adam, F., Kurnia, A., Purnaba, I., Mangku, I., & Soleh, A. (2021). Modeling the amount of insurance claim using gamma linear mixed model with ar (1) random effect. Journal of Physics: Conference Series, 1863, 012027.
Asyifa, R. D., Soleh, A. M., & Sartono, B. (2021). Evaluasi Faktor yang Memengaruhi Usability Aplikasi Thymun Menggunakan Structural Equation Model-Partial Least Square. Xplore: Journal of Statistics, 10(3), 214–226.
Pusponegoro, N. H., Kurnia, A., Notodiputro, K. A., Soleh, A. M., & Astuti, E. T. (2021). Area specific effects selection of small area estimation for construction of regional consumer price indices in Indonesia. Commun. Math. Biol. Neurosci., 2021, Article-ID.
Muchisha, N. D., Tamara, N., Andriansyah, A., & Soleh, A. M. (2021). Nowcasting Indonesia’s GDP Growth Using Machine Learning Algorithms. Indonesian Journal of Statistics and Its Applications, 5(2), 355–368.
Djuraidah, A., Djalihu, H., & Soleh, A. M. (2021). Mixed Geographically and Temporally Weighted Autoregressive to Modeling the Levels of Poverty Population in Java in 2012-2018. Journal of Physics: Conference Series, 1863, 012048.
Nadhira, F. M., Soleh, A. M., & Djuraidah, A. (2021). Clusterwise regression model for statistical downscaling to predict daily rainfall using gamma distribution. Journal of Physics: Conference Series, 1863, 012051.
Ulfa, Y. A., Soleh, A. M., & Sartono, B. (2021). Handling of Overdispersion in the Poisson Regression Model with Negative Binomial for the Number of New Cases of Leprosy in Java: Penanganan Overdispersi pada Model Regresi Poisson dengan Binomial Negatif untuk Jumlah Kasus Baru Kusta di Jawa. Indonesian Journal of Statistics and Its Applications, 5(1), 1–13.
Pusponegoro, N. H., Kurnia, A., Notodiputro, K. A., Soleh, A. M., & Astuti, E. T. (2021). Small Area Estimation of Sub-District’s Per Capita Expenditure through Area Effects Selection using LASSO Method. Procedia Computer Science, 179, 754–761.
Novkaniza, F., Notodiputro, K. A., Mangku, I. W., & Sadik, K. (2021). Density Estimation of Neonatal Mortality Rate Using Empirical Bayes Deconvolution in Central Java Province, Indonesia. Procedia Computer Science, 179, 361–367.
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.
Ratnaningsih, D. J., Saefuddin, A., & Kurnia, A. (2021). Stratified-extended Cox with frailty model for non-proportional hazard: A statistical approach to student retention data from Universitas Terbuka in Indonesia. Thailand Statistician, 19(1), 209–228.
Supandi, A., Saefuddin, A., & Sulvianti, I. D. (2021). Two step Cluster Application to Classify Villages in Kabupaten Madiun Based on Village Potential Data. Xplore: Journal of Statistics, 10(1), 12–26.
Purnama, Y., Affendi, F. M., & Soleh, A. M. (2021). Pemodelan Pola Produktivitas Cabai Rawit di Kabupaten Magelang. Xplore: Journal of Statistics, 10(1), 1–11.
Nisa, Z. I., Soleh, A. M., & Wijayanto, H. (2021). Identifikasi Faktor-Faktor yang Memengaruhi Prestasi Mahasiswa Menggunakan Regresi Logistik Ordinal dan Random Forest Ordinal: Studi Kasus Mahasiswa FMIPA IPB Angkatan 2015-2017. Xplore: Journal of Statistics, 10(1), 88–101.
Rahmah, A. A., Sulvianti, I. D., Suhaeni, C., & Djaafara, B. A. (2020). Pemodelan Faktor Risiko Penyakit Campak pada Balita di Provinsi DKI Jakarta: Pemodelan Faktor Risiko Penyakit Campak pada Balita di Provinsi DKI Jakarta. Xplore: Journal of Statistics, 9(1), 1–11.
Ismah, I., Sumertajaya, I. M., Djuraidah, A., & Fitrianto, A. (2020). PENDEKATAN GEOGRAPHICALLY WEIGHTED ZERO INFLATED POISSON REGRESSION (GWZIPR) DENGAN PEMBOBOT FIXED BISQUARE KERNEL PADA KASUS DIFTERI DI INDONESIA. BAREKENG: Jurnal Ilmu Matematika Dan Terapan, 14(1), 039–046.
Dimas, K. J., Anisa, R., & Sulvianti, I. D. (2020). Perbandingan Quadratic Discriminant Analysis dan Support Vector Machine untuk Klasifikasi Tutupan Lahan di DKI Jakarta. Xplore: Journal of Statistics, 9(1), 12–20.
Mubarokah, I. S., Fitrianto, A., & Affendi, F. M. (2020). Perbandingan Model GARCH Simetris dan Asimetris pada Data Kurs Harian. Indonesian Journal of Statistics and Its Applications, 4(4), 627–637.
Angraini, Y., Notodiputro, K. A., Saefuddin, A., & Toharudin, T. (2020). Latent factor linear mixed model (LFLMM) for modelling Flanders data. Commun. Math. Biol. Neurosci., 2020, Article-ID.
Khotimah, K., Sadik, K., & Rizki, A. (2020). KAJIAN REGRESI KEKAR MENGGUNAKAN METODE PENDUGA-MM DAN KUADRAT MEDIAN TERKECIL. Indonesian Journal of Statistics and Its Applications, 4(1), 97–115.
Rafi, M., Devi, A., Syafitri, U., Heryanto, R., Suparto, I., Amran, M., Rohman, A., Prajogo, B., & Lim, L. (2020). Classification of Andrographis paniculata extracts by solvent extraction using HPLC fingerprint and chemometric analysis. BMC Research Notes, 13(1), 1–6.
Lukiswati, I., Djuraidah, A., & Syafitri, U. D. (2020). ANALISIS REGRESI DATA PANEL PADA INDEKS PEMBANGUNAN GENDER (IPG) JAWA TENGAH TAHUN 2011-2015. Indonesian Journal of Statistics and Its Applications, 4(1), 89–96.
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.
Chen, S., Notodiputro, K. A., & Rahardiantoro, S. (2020). PENERAPAN ANALISIS LASSO DAN GROUP LASSO DALAM MENGIDENTIFIKASI FAKTOR-FAKTOR YANG BERHUBUNGAN DENGAN TUBERKULOSIS DI JAWA BARAT. Indonesian Journal of Statistics and Its Applications, 4(1), 39–54.
Oktarina, C., Notodiputro, K. A., & Indahwati, I. (2020). COMPARISON OF K-MEANS CLUSTERING METHOD AND K-MEDOIDS ON TWITTER DATA. Indonesian Journal of Statistics and Its Applications, 4(1), 189–202.
Fauzi, A. A., Soleh, A. M., & Djuraidah, A. (2020). KAJIAN SIMULASI PERBANDINGAN METODE REGRESI KUADRAT TERKECIL PARSIAL, SUPPORT VECTOR MACHINE, DAN RANDOM FOREST. Indonesian Journal of Statistics and Its Applications, 4(1), 203–215.
Tamara, N., Dwi Muchisha, N., Andriansyah, A., & Soleh, A. M. (2020). Nowcasting Indonesia’s GDP Growth Using Machine Learning Algorithms. University Library of Munich, Germany.
Hasnita, H., Afendi, F. M., & Fitrianto, A. (2020). PERBANDINGAN BEBERAPA METODE KLASIFIKASI DALAM MEMPREDIKSI INTERAKSI FARMAKODINAMIK. Indonesian Journal of Statistics and Its Applications, 4(1), 11–21.

Categories