Personal profile
Research Interests
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 2 Zero Hunger
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SDG 3 Good Health and Well-being
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SDG 4 Quality Education
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SDG 6 Clean Water and Sanitation
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SDG 8 Decent Work and Economic Growth
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SDG 10 Reduced Inequalities
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SDG 11 Sustainable Cities and Communities
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SDG 13 Climate Action
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SDG 15 Life on Land
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Collaborations and top research areas from the last five years
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PELATIHAN ANALISIS DATA DAN PEMBUATAN DASHBOARD KEPENDUDUKAN BAGI KADER DESA SENTUL, TEMBELANG, JOMBANG UNTUK MEMPERMUDAH PENDATAAN PENDUDUK
Ningrum, R. A. (PI), Rantini, D. (CoPI) & Ghani, M. (CoPI)
1/12/22 → …
Project: Other
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EXPLORATORY DATA ANALYSIS ON STUDENT'S LEARNING LOG DATA USING UNSUPERVISED LEARNING
Utami, I. Q. (PI) & Ningrum, R. A. (PI)
Project: Research
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Predicting Surabaya’s Rainfall: A Comparative Study of Naïve Bayes, K-Nearest Neighbor, and Random Forest
Ramadan, A., Syahputra, M. A., Rantini, D., Ningrum, R. A., Fakhruzzaman, M. N., Fajar, A., Maryamah, Yandra, M. M., Alya, N. A., Hillaby, M. F. A. & Sesay, A., 1 Jan 2025, In: Data and Metadata. 4, 1075.Research output: Contribution to journal › Article › peer-review
Open Access -
Survival analysis of Kasturi tobacco plants in Jember district using the stratified cox and extended cox models.
Pratama, A. I., Rantini, D., Ningrum, R. A., Ramadan, A. & Othman, F., Jun 2025, In: MethodsX. 14, 103400.Research output: Contribution to journal › Article › peer-review
Open Access -
Modeling the Percentage of NEET in Indonesia with Spatial Cauchy Regression through the Bayesian Analysis Approach
Rantini, D., Fakhruzzaman, M. N., Ningrum, R. A., Othman, F., Choir, A. S., Ramadan, A., Alya, N. A., Putri, E. R. & Pratama, M. A., 2024, In: IAENG International Journal of Applied Mathematics. 54, 7, p. 1288-1295 8 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Space-Time Autoregressive Integrated Moving Average (STARIMA) Modeling for Predicting Criminal Cases of Motor Vehicle Theft in Surabaya, Indonesia
Ramadan, A., Rantini, D., Triangga, Y. M., Ningrum, R. A. & Othman, F., 1 Jan 2024, In: Data and Metadata. 3, 621.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Binary Classification on Imbalanced Data: A Case Study for Birth Events in Indonesia
Ningrum, R. A., Fahmiyah, I., Syahputra, M. A., Levi, A., Firdausanti, N. A. & Nurlaily, D., 19 May 2023, Proceedings of the International Conference on Advanced Technology and Multidiscipline, ICATAM 2021: "Advanced Technology and Multidisciplinary Prospective Towards Bright Future" Faculty of Advanced Technology and Multidiscipline. Widiyanti, P., Jiwanti, P. K., Prihandana, G. S., Ningrum, R. A., Prastio, R. P., Setiadi, H. & Rizki, I. N. (eds.). American Institute of Physics Inc., 020012. (AIP Conference Proceedings; vol. 2536).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus)
Courses
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MAA208 - Metode Matematika
Wulandari, C. P., Ghani, M., Fahmiyah, I. & Ningrum, R. A. 1/01/22 → 30/06/22
Course
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MAS223 - Proses Stokastik
Mardianto, M. F. F., Ana, E., Wulandari, C. P., Ghani, M., Ningrum, R. A. & Fahmiyah, I. 1/07/22 → 31/12/22
Course
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SID205 - Eksplorasi dan Visualisasi Data
Kartono, K., Pusporani, E., Ghani, M., Fahmiyah, I., Fakhruzzaman, M. N. & Ningrum, R. A. 1/07/22 → 31/12/22
Course