web analytics

Home » Agus M Soleh’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

Agus M Soleh’s Publications

All articles:

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.
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.
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.
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.
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.
Syafruddin, R., Soleh, A. M., & Wigena, A. H. (2020). Clusterwise Regression Model Development with Gamma Distribution. Proceedings of the 1st International Conference on Statistics and Analytics. https://eudl.eu/doi/10.4108/eai.2-8-2019.2290521
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.
Pusponegoro, N. H., Kurnia, A., Notodiputro, K. A., Soleh, A. M., & Astuti. (2020). Small Area Estimation with Penalty for Specific Area Effects Selection. Proceedings of the 1st International Conference on Statistics and Analytics. https://eudl.eu/doi/10.4108/eai.2-8-2019.2290492
Alifatussaadah, A., Primariesty, A. D., Soleh, A. M., & Andriansyah, A. (2020). Nowcasting Indonesia’s GDP Growth Using Dynamic Factor Model: Are Fiscal Data Useful? Proceedings of the 1st International Conference on Statistics and Analytics. https://eudl.eu/doi/10.4108/eai.2-8-2019.2290478
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
Wicaksono, A. S., Wijayanto, H., & Soleh, A. M. (2020). Daily Rainfall Prediction using Two-Stage Modeling with Boosting Classification on Statistical Downscaling. Proceedings of the 1st International Conference on Statistics and Analytics. https://eudl.eu/doi/10.4108/eai.2-8-2019.2290524
Trianjaya, B., Kurnia, A., & Soleh, A. M. (2020). KAJIAN PENGARUH PENAMBAHAN INFORMASI GEROMBOL TERHADAP PREDIKSI AREA NIRCONTOH PADA DATA BINOMIAL. Indonesian Journal of Statistics and Its Applications, 4(4), 566–578.
Yunus, M., Saefuddin, A., & Soleh, A. M. (2020). PEMODELAN STATISTICAL DOWNSCALING DENGAN LASSO DAN GROUP LASSO UNTUK PENDUGAAN CURAH HUJAN. Indonesian Journal of Statistics and Its Applications, 4(4), 649–660.
Pusparani, W., Soleh, A. M., & Rizki, A. (2020). PENGGEROMBOLAN TWEET BADAN NASIONAL PENANGGULANGAN BENCANA INDONESIA PERIODE AGUSTUS 2018 FEBRUARI 2019 MENGGUNAKAN TEXT MINING. Indonesian Journal of Statistics and Its Applications, 4(4), 590–603.
Adam, F. F., Kurnia, A., Purnaba, I., Mangku, I. W., & Soleh, A. M. (2020). Tweedie compound Poisson model with first order autoregressive time random effect. Commun. Math. Biol. Neurosci., 2020, Article-ID.
Marsuhandi, A. H., Soleh, A. M., Wijayanto, H., & Domiri, D. D. (2019). PEMANFAATAN ENSEMBLE LEARNING DAN PENGINDERAAN JAUH UNTUK PENGKLASIFIKASIAN JENIS LAHAN PADI. Seminar Nasional Official Statistics, 2019, 188–195.
_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.
Wigena, A. H., Soleh, A. M., Syafitri, U. D., & others. (2019). Algorithms for i-optimal designs for ordinal response: a literature approach. Journal of Physics: Conference Series, 1317, 012001.
Rahayu, W., Syafitri, U., & Soleh, A. (2019). D-optimal design for ordinal responses in mixture experiments. Journal of Physics: Conference Series, 1317, 012017.
Karimah, Y., Wigena, A. H., & Soleh, A. M. (2019). PENENTUAN NILAI AMBANG BATAS SEBARAN PARETO TERAMPAT DENGAN MEASURE OF SURPRISE. Indonesian Journal of Statistics and Its Applications, 3(2), 161–168.
Butar-butar, V. P., Soleh, A. M., & Wigena, A. H. (2019). PEMODELAN CLUSTERWISE REGRESSION PADA STATISTICAL DOWNSCALING UNTUK PENDUGAAN CURAH HUJAN BULANAN. Indonesian Journal of Statistics and Its Applications, 3(3), 236–246.

Categories