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Irfan Pratama

Observed names: Irfan Pratama, Pratama, Irfan
ORCID: 0000-0001-6882-8005
Observed ORCID: 0000-0001-6882-8005
OpenAlex ID: A5112457689
A review of missing values handling methods on time-series data
2016 · Irfan Pratama, Adhistya Erna Permanasari, et al. · International Conference on Information Technology Systems and Innovation · 181
Data level approach for imbalanced class handling on educational data mining multiclass classification
2018 · Yoga Pristyanto, Irfan Pratama, et al. · International Conference on Information and Communications Technology (ICOIACT) · 56
Increasing the security of mp3 steganography using AES Encryption and MD5 hash function
2016 · Rini Indrayani, Hanung Adi Nugroho, et al. · International Conference on Science and Technology (ICST) · 34
Multiclass Imbalanced Handling using ADASYN Oversampling and Stacking Algorithm
2022 · Yoga Pristyanto, Anggit Ferdita Nugraha, et al. · International Conference on Ubiquitous Information Management and Communication (IMCOM) · 21
Seleksi Fitur dan Penanganan Imbalanced Data menggunakan RFECV dan ADASYN
2022 · Irfan Pratama, Albert Yakobus Chandra, et al. · Eksplora Informatika · 17
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Dual Approach to Handling Imbalanced Class in Datasets Using Oversampling and Ensemble Learning Techniques
2021 · Yoga Pristyanto, Anggit Ferdita Nugraha, et al. · International Conference on Ubiquitous Information Management and Communication (IMCOM) · 15
Penanganan Missing Values Dan Prediksi Data Timbunan Sampah Berbasis Machine Learning
2024 · Anisa Widianti, Irfan Pratama · Rabit Jurnal Teknologi dan Sistem Informasi Univrab · 14
The Effectiveness of Web 2.0 Tools Training Workshop Using Canva and Figma in Developing Creative Visual Content
2023 · Norshahila Ibrahim, Albert Yakobus Chandra, et al. · Asian Journal of Assessment in Teaching and Learning · 13
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Imbalanced Class handling and Classification on Educational Dataset
2021 · Irfan Pratama, Yoga Pristyanto, et al. · International Conference on Information and Communications Technology (ICOIACT) · 13
Pemetaan Profil Mahasiswa Untuk Peningkatan Strategi Promosi Perguruan Tinggi Menggunakan Predictive Apriori
2021 · Irfan Pratama, Putri Taqwa Prasetyaningrum · Eksplora Informatika · 13
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Pemanfaatan Teknologi Informasi dalam Mendukung Perkembangan UMKM (Nyong Group)
2023 · Irfan Pratama, Ozzi Suria, et al. · Jurnal Pengabdian Masyarakat Indonesia · 12
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Analisis Sentimen Ulasan Aplikasi Identitas Kependudukan Digital Menggunakan Metode Support Vector Machine
2024 · M Ioni Abdurrahman Guno Wibowo, Irfan Pratama · Jurnal Teknologi Dan Sistem Informasi Bisnis · 11
Implementation Of Machine Learning To Determine The Best Employees Using Random Forest Method
2021 · Putri Taqwa Prasetyaningrun, Irfan Pratama, et al. · IJCONSIST JOURNALS · 11
Penerapan Algoritma FP-Growth Untuk Analisis Data Transaksi Penjualan Di Internet Learning Cafe Kaliurang
2022 · Kukuh Truna Wijaya, Irfan Pratama · Jurnal Nasional Komputasi dan Teknologi Informasi (JNKTI) · 10
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Missing Values Estimation on Multivariate Dataset : Comparison of Three Type Methods Approach
2019 · Yoga Pristyanto, Irfan Pratama · International Conference on Information and Communications Technology (ICOIACT) · 10
Prediksi Jumlah Kedatangan Wisatawan Mancanegara Di Indonesia Berdasarkan Pintu Masuk Kedatangan Udara
2024 · Arya Prayuda, Irfan Pratama · Rabit Jurnal Teknologi dan Sistem Informasi Univrab · 8
Measuring Resampling Methods on Imbalanced Educational Dataset’s Classification Performance
2024 · Irfan Pratama, Putri Taqwa Prasetyaningrum, et al. · Register Jurnal Ilmiah Teknologi Sistem Informasi · 6
Optimalisasi Aplikasi Point of Sales (POS) untuk Meningkatkan Proses Bisnis pada Usaha Mikro Kecil Menengah (UMKM) Warung Inyong (Nyong Group)
2022 · Albert Yakobus Chandra, Ahmad Iwan Fadli, et al. · Jurnal Abdi Masyarakat Indonesia · 6
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Implementasi Sistem Pendukung Keputusan Rekomendasi Pemasok Kayu Furniture Dengan Menggunakan Metode Smart (Studi Kasus : Mebel Cempaka Jaya)
2023 · Anto Farwanto Paneo, Irfan Pratama · Jurnal Sains dan Teknologi (JSIT) · 5
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Sentiment Analysis of MyBCA Application User Reviews using Naive Bayes, Random Forest, and Decision Tree
2025 · Muhammad Rizky Mawandhyka Akbar, Irfan Pratama · SISTEMASI · 4
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Deep Learning Approach for Music Genre Classification using Multi-Feature Audio Representations
2025 · Nurul Asanah, Irfan Pratama · SISTEMASI · 4
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Penerapan Metode Content Based Filtering pada Sistem Rekomendasi Pemilihan Produk Skincare
2024 · Sayid Muhammad Iqbal, Irfan Pratama · Smart Comp Jurnalnya Orang Pintar Komputer · 4
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Sistem Pendukung Keputusan Penerimaan Blt Menggunakan Metode Weighted Aggregated Sum Product Assesment (waspas)
2022 · Candra Priatama, Irfan Pratama · Jurnal Sistem Informasi dan Bisnis Cerdas · 4
Evaluation User Acceptance of Mobile Virtual Reality Application for English Learning
2022 · Albert Yakobus Chandra, Putri Taqwa Prasetyaningrum, et al. · International Conference on Information System & Information Technology (ICISIT) · 4
Sistem Monitoring Siswa untuk Guru dan Orang Tua Siswa Menggunakan Algoritma Fuzzy C-Means di SD Muhammadiyah Demangrejo
2022 · Ardhi Choiruddin, Irfan Pratama · Jurnal Teknologi Dan Sistem Informasi Bisnis · 4
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Works count: 58
Citation count: 523
H-index: 11
I10-index: 15
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