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| Vol 14, No 6 (2025): Sistemasi: Jurnal Sistem Informasi |
Graduation Prediction for Prospective University Students Using Stacking Ensemble Learning |
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Claudia Swastikawati, Ema Utami |
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| Vol 14, No 5 (2025): Sistemasi: Jurnal Sistem Informasi |
Applying Machine Learning to Predict Intercity Bus Ticket Prices During the Holiday Season |
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Rifandi Almanda, Tety Elida |
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| Vol 14, No 2 (2025): Sistemasi: Jurnal Sistem Informasi |
Mapping Machine Learning Trends in Chemistry Research using LLM with Multi-Turn Prompting |
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Andreo Yudertha, Riski Dwimalida Putri |
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| Vol 14, No 3 (2025): Sistemasi: Jurnal Sistem Informasi |
Comparative Analysis of Oversampling and SMOTEENN Techniques in Machine Learning Algorithms for Breast Cancer Prediction |
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Tri Yulian, Erliyan Redy Susanto |
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| Vol 14, No 4 (2025): Sistemasi: Jurnal Sistem Informasi |
A Comparative Study of Machine Learning Algorithms for Intrusion Detection Systems using the NSL-KDD Dataset |
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Rulyansyah Permata Putra, Amarudin Amarudin |
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| Vol 14, No 3 (2025): Sistemasi: Jurnal Sistem Informasi |
Sentiment Analysis of Rohingya Refugees in Aceh using Support Vector Machine (SVM) and Multinomial Logistic Regression |
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Gigih Army Buana Baliputra, Slamet Kacung, Budi Santoso |
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| Vol 15, No 2 (2026): Sistemasi: Jurnal Sistem Informasi |
Optimization of Phishing Detection Performance with Variable Correlation Analysis and Imbalance Learning |
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Samsul Arifin, Fandy Setyo Utomo |
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| Vol 15, No 5 (2026): Sistemasi: Jurnal Sistem Informasi |
Enhanced Network Intrusion Detection and Classification based on Ensemble Learning Techniques: A Study on the NSL-KDD Dataset |
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Ammar Adel Ahmed, Mahmood Mohammed Mahmood, Omar Abdulmunem Ibrahim Aldabbagh |
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| Vol 14, No 4 (2025): Sistemasi: Jurnal Sistem Informasi |
Prediction of Graduate Career Relevance Based on Academic and Non-Academic Aspects using Machine Learning |
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Muhammad Yusuf Luthfi Ijlal, Arif Setiawan, Diana Laily Fithri |
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| Vol 14, No 5 (2025): Sistemasi: Jurnal Sistem Informasi |
Static Analysis-based Detection of Android Malware using Machine Learning Algorithms |
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Omar Emad Saied, Karam Hatim Thanoon |
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| Vol 15, No 1 (2026): Sistemasi: Jurnal Sistem Informasi |
Systematic Review of the Use of the MIT-BIH Polysomnography Database for the Detection and Classification of Sleep Disorders |
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Akbar Akbar, Ema Utami |
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| Vol 15, No 1 (2026): Sistemasi: Jurnal Sistem Informasi |
Detecting Muslim Students Mental Health with an Islamic Educational Approach using Machine Learning |
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Taftazani Ghazi Pratama, Toni Ardi Rafsanjani, Riana Putri Rahmawati, Helmi Imaduddin |
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| Vol 14, No 6 (2025): Sistemasi: Jurnal Sistem Informasi |
Lung Cancer Classification using the Naïve Bayes Method with SMOTE |
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Ananda Ikhwana Khairur Akbar, Yani Parti Astuti |
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| Vol 14, No 4 (2025): Sistemasi: Jurnal Sistem Informasi |
Comparative Analysis of Linear Regression and Neural Network Algorithms for Stock Price Prediction |
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Eldrianto Christian Wibowo, Ariya Dwika Cahyono |
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| Vol 15, No 5 (2026): Sistemasi: Jurnal Sistem Informasi |
Feature Importance Analysis of SMV Gap and Manpower Variables on Garment Production Output based on Ensemble Learning |
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Heni Candra Kirana, Eka Ardhianto |
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| Vol 15, No 2 (2026): Sistemasi: Jurnal Sistem Informasi |
Word Embedding Features to Improve Machine Learning Performance in Sentiment Analysis of the Honor of Kings Game |
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Abdul Harris, Agus Nugroho, Yudi Novianto, Jasmir Jasmir, Dhea Fatma |
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| Vol 15, No 1 (2026): Sistemasi: Jurnal Sistem Informasi |
Optimization of the Linear Regression Algorithm using GridSearchCV for Rice Crop Production Prediction |
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Imel Imel, Norhikmah M.Kom (SCOPUS ID: 57216417658), Irma Rofni Wulandari, Ali Mustofa, Niken Larasati, subektiningsih subektiningsih |
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| Vol 15, No 5 (2026): Sistemasi: Jurnal Sistem Informasi |
GAN-CNN-based Android Ransomware Detection System using Network Traffic Analysis |
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Mahmood S. Mahmood |
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| Vol 15, No 5 (2026): Sistemasi: Jurnal Sistem Informasi |
Design of a Sentiment Analysis System for Indonesian-Language International Conflict News using Naïve Bayes and SVM |
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Fitri Anisa, Asto Purwanto |
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| Vol 15, No 3 (2026): Sistemasi: Jurnal Sistem Informasi |
Literature Review: Comparison of Machine Learning Algorithms for Sentiment Analysis of Free Nutritious Meals |
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Mukhlisin Mukhlisin, Berlilana Berlilana, Rujiyanto Eko Saputro |
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| Vol 15, No 1 (2026): Sistemasi: Jurnal Sistem Informasi |
Prediction of Unpaid Student Fees at Muhammadiyah Ahmad Dahlan University Cirebon using the Random Forest Algorithm |
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Suherman Herman, Domy Kristomo |
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| Vol 14, No 5 (2025): Sistemasi: Jurnal Sistem Informasi |
Comparison of Machine Learning Methods (Linear Regression, Random Forest, and XGBoost) for Predicting Poverty in Central Java in 2024 |
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Zahwa Bunga Putri Pratama, Yani Parti Astuti |
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| Vol 15, No 5 (2026): Sistemasi: Jurnal Sistem Informasi |
Machine Learning Model Optimization and Interpretability Analysis for Classifying Student Stress Levels |
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Samuel Wijayadi Sugiharto, Yessica Nataliani |
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| Vol 14, No 5 (2025): Sistemasi: Jurnal Sistem Informasi |
Combining SVM and Naive Bayes Models using a Soft Voting Approach for Sentiment Analysis of Tong Tji Tea House |
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Fendi Pradana Saputra, Ozzi Suria |
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| Vol 15, No 3 (2026): Sistemasi: Jurnal Sistem Informasi |
Hyperparameter Optimization of Ensemble Learning for Heart Disease Prediction using Patient Data |
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Nikko Listio Wicaksono, Kusrini Kusrini |
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