Author

Umaya Ramadhani Putri Nasution

Observed names: Umaya Ramadhani M. O. Putri Nasution, Umaya Rhamadhani Putri Nasution

Observed institution: Universitas Sumatera Utara

ORCID: 0000-0001-9415-7479

Observed ORCID: 0000-0001-9415-7479

OpenAlex ID: A5064992356

Random Forest Classification in Cocoa Pods Desease

2023 · Umaya Ramadhani Putri Nasution, Anandhini Medianty Nababan, et al. · International Conference on Electrical, Telecommunication and Computer Engineering (ELTICOM) · 3

An intelligent multi-objective analytics framework for customer segmentation and value-based decision-making

2026 · Marischa Elveny, Mahyuddin K.M. Nasution, et al. · Decision Analytics Journal · 2

Extreme learning machine approach on heart abnormalities identification in ECG images

2024 · Anandhini Medianty Nababan, Umaya Rhamadhani Putri Nasution, et al. · International Journal of Electronics and Telecommunications · 2

Enhancing marketing efficiency through data-driven customer segmentation with machine learning approaches

2025 · Fanindia Purnamasari, Umaya Ramadhani M. O. Putri Nasution, et al. · Indonesian Journal of Electrical Engineering and Computer Science · 1

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Pendidikan literasi bencana melalui media visual dan cerita anak sebagai upaya mitigasi bencana bagi siswa sekolah dasar

2026 · Yusuf Muhammad, Fikry Prastya Syahputra, et al. · Community Empowerment Journal

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Pengelompokan Pernyataan Misogini pada Media Sosial Berbahasa Indonesia Menggunakan TF-IDF dan Algoritma K-Means

2026 · Umaya Ramadhani Putri Nasution, Ikhwanuddin Nasution, et al. · Blend Sains Jurnal Teknik

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Evaluation of a fuzzy logic–based pH control system: response time and accuracy under simulated fermentation conditions

2026 · Junita Tarigan, Muhammad Atqa Adzkia Zaldi, et al. · Revista Brasileira de Engenharia de Biossistemas

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A Data-Driven Clustering Approach for Customer Profiling in Advertising Strategy

2025 · Fanindia Purnamasari, Umaya Ramadhani Putri Nasution

Comparison of the Performance and Efficiency of the BIRCH and CURE Algorithms in Global Carbon Emission Clustering Using an Adaptive Hybrid Approach

2025 · Umaya Ramadhani Putri Nasution, Fanindia Purnamasari, et al.

Pelatihan Pembuatan Bahan Ajar Kreatif dengan Media Canva Bagi Guru dalam Upaya Meningkatkan Hasil Belajar Siswa MTs Al Abraar

2025 · Humaizi Humaizi, Muhammad Yusuf, et al. · Karunia Jurnal Hasil Pengabdian Masyarakat Indonesia

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Comparison of CURE Algorithms Before and After Attribute Deletion Using Forward Selection Method

2024 · Umaya Ramadhani Putri Nasution, Muhammad Anggia Muchtar, et al. · International Conference on Machine Learning and Machine Intelligence (MLMI)

Customer Clusterization using Machine Learning Approach

2024 · Fanindia Purnamasari, Umaya Ramadhani Putri Nasution, et al. · International Conference on Machine Learning and Machine Intelligence (MLMI)

Logistic Regression for Merchant Customer Churn Prediction: A Data-Driven Approach

2024 · Anandhini Medianty Nababan, Fanindia Purnamasari, et al. · International Conference on Machine Learning and Machine Intelligence (MLMI)

Skin cancer image classification based on cancer malignancy on deep convolutional neural network (DCNN)

2024 · Umaya Ramadhani Putri Nasution, Romi Fadillah Rahmat, et al. · AIP conference proceedings

Classification of conductive block disorders based on electrocardiogram images using support vector machine

2024 · Anandhini Medianty Nababan, Umaya Ramadhani Putri Nasution, et al. · AIP conference proceedings

Implementation of Web Based E-Monitoring for Student Activities Record in SMK Swasta Medan Area 1

2023 · Ainul Hizriadi, Umaya Ramadhani Putri Nasution, et al. · ABDIMAS TALENTA Jurnal Pengabdian Kepada Masyarakat

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Perancangan Aplikasi Pembelajaran Mad dalam Al-Qur'an Berbasis Android

2013 · Umaya Ramadhani Putri Nasution

Works count: 17

Citation count: 8

H-index: 2

I10-index: