Sains Data

• Sentiment Analysis of FlyGaruda Review Using Support Vector Machine and Naive Bayes Algorithm Analisis Sentimen Ulasan FlyGaruda Menggunakan Algoritma Support Vector Machine dan Naive Bayes

  Gibran Masta Pangestu Baskoro, Galet Guntoro Setiaji, Ahmad Rifa’i

  1-18

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  Abstract views: 58 times | Downloaded: 39 times

• K-Nearest Neighbor Algorithm in Classification of Stunting Detection Dataset Algoritma K-Nearest Neighbor dalam Klasifikasi Dataset Deteksi Stunting

  Lea Angelina, Saeful Amri, M Al Haris, Rochdi Wasono, Erna Julia Nanga, Faninda Aidina Fitri

  19-26

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  Abstract views: 58 times | Downloaded: 48 times

• Comparison of Decision Tree and Random Forest Performance for Sentiment Analysis of Public Service App Reviews Perbandingan Kinerja Decision Tree dan Forest Performance untuk Analisis Sentimen Ulasan Aplikasi Layanan Publik

  Aditya Rizky Purnama, Galet Guntoro Setiaji, Ahmad Rifa'i

  27-42

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  Abstract views: 47 times | Downloaded: 36 times

• ADASYN-Based Multiclass Support Vector Machine for Village Development Index Classification in North Maluku Province Support Vector Machine Multikelas Berbasis ADASYN untuk Klasifikasi Indeks Pembangunan Desa di Provinsi Maluku Utara

  Tiani Wahyu Utami, Lea Angelina, Saeful Amri

  43-54

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  Abstract views: 48 times | Downloaded: 28 times

• Development of a Decision Support System for Regional Competitiveness Policy Recommendations Based on Explainable Artificial Intelligence (XAI) Pengembangan Sistem Pendukung Keputusan untuk Rekomendasi Kebijakan Daya Saing Regional Berdasarkan Explainable Artificial Intelligence (XAI)

  Sintha Istikomah, Dwi Purnomo Putro; Sholihul Ibad; Aditya Hermawan

  55-71

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  Abstract views: 64 times | Downloaded: 56 times

• Hate Speech Detection on X Using K-Nearest Neighbor with TF–IDF and Cosine Similarity Deteksi Ujaran Kebencian pada X Menggunakan K-Nearest Neighbor dengan TF–IDF dan Kesamaan Kosinus

  Faiq Madani, Arvanida Feizal Permana, Abdul Karim, Riyagung Nuryusufa Tranggono Adi Prasetya, Wendy Sarasjati

  72-80

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  Abstract views: 47 times | Downloaded: 30 times

• Machine Learning Based Water Level Forecasting for Tidal Flood Mitigation in Indonesian Coastal Regions Peramalan Ketinggian Air Berbasis Pembelajaran Mesin untuk Mitigasi Banjir Pasang Surut di Wilayah Pesisir Indonesia

  Sugiarto Sugiarto, Riduan Riduan, Linus Yoseph Wawan Rukmono

  81-89

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  Abstract views: 40 times | Downloaded: 34 times

• A Hybrid Decision Support System for Rice Plant Disease Diagnosis and Treatment Recommendation Using Dempster-Shafer, AHP-TOPSIS, and Fuzzy SAW Sistem Pendukung Keputusan Hibrida untuk Diagnosis Penyakit Tanaman Padi dan Rekomendasi Pengobatan Menggunakan Dempster-Shafer, AHP-TOPSIS, dan Fuzzy SAW

  Hendik Dwi Nur Cahyono, Cahya Kusuma, Maulana Muhammad Jogo Samodro, Hariyanto Hariyanto

  90-101

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  Abstract views: 72 times | Downloaded: 47 times

• The Development of Artificial Intelligence in Defense Command and Control (C2) Systems A Literature Review Perkembangan Kecerdasan Buatan dalam Sistem Komando dan Kontrol (C2) Pertahanan: Tinjauan Pustaka

  Ahmad Fajrin Kusuma Wijaya, Riduan Riduan

  102-116

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  Abstract views: 56 times | Downloaded: 28 times

• A Classification of Debunking in Indonesian Fact-Checking Platforms Using NLP and Machine Learning : A Mixed-Methods Approach with Corpus Analysis and IndoBERT Klasifikasi Pembantahan dalam Platform Pengecekan Fakta Indonesia Menggunakan NLP dan Machine Learning: Pendekatan Metode Campuran dengan Corpus Analysis dan IndoBERT

  Bayu Hartono, Riduan Riduan, Rudy Agus Gemilang Gultom, Hondor Saragih

  117-127

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  Abstract views: 118 times | Downloaded: 35 times

• The AI-Enabled Pharmacovigilance for Defence Health Surveillance: Automatic Detection of Adverse Drug Events from Patient Reviews Using BioClinical ModernBERT Farmakovigilans Berbasis AI untuk Pengawasan Kesehatan Pertahanan: Deteksi Otomatis Kejadian Efek Samping Obat dari Ulasan Pasien Menggunakan BioClinical ModernBERT

  Nanang Yulian, R. Djoko Andreas Navalino, Linus Yoseph Wawan Rukmono, Riduan Riduan

  128-140

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  Abstract views: 46 times | Downloaded: 23 times

• MSME Digital Transformation Readiness Prediction for Data-Driven Decision Support Prediksi Kesiapan Transformasi Digital UMKM untuk Dukungan Pengambilan Keputusan Berbasis Data

  Andi Riansyah, Maya Indriastuti, Maulana Ahmad Widiarta

  141-152

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  Abstract views: 52 times | Downloaded: 31 times

• CoVaR Modelling using QRNN Based on Quantile Regression And Quantile Autoregressive Models with Stochastic Search Variable Selection for LQ45 Pemodelan CoVaR menggunakan QRNN Berdasarkan Regresi Kuantil dan Model Autoregresif Kuantil dengan Pemilihan Variabel Pencarian Stokastik untuk LQ45

  Zulfa Wahyu Mardika, Dedy Dwi Prastyo, T. Dwi Ary Widhianingsih

  153-166

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  Abstract views: 66 times | Downloaded: 40 times

• A Hybrid AHP-TOPSIS Decision Support System with Temporal Ridge Regression for Dynamic Prediction of Regional Food Vulnerability Index Sistem Pendukung Keputusan AHP-TOPSIS Hibrida dengan Regresi Ridge Temporal untuk Prediksi Dinamis Indeks Kerentanan Pangan Regional

  Surya Supratman, Riduan Riduan, Mokhamad Solikin, Maulana Muhammad Jogo Samodro

  167-185

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  Abstract views: 42 times | Downloaded: 32 times

• A Hybrid LSTM with GARCH-MIDAS-X for Modelling IDX Composite Volatility Model LSTM dengan GARCH-MIDAS-X untuk Pemodelan Volatilitas Komposit IDX

  Silviya Indriyani, Irhamah, Tintrim Dwi Ary Widhianingsih

  186-196

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  Abstract views: 44 times | Downloaded: 27 times

• Systematic Review of Multimodal Emotion Recognition in the Wild: Integrating Facial Expressions, Speech, and Physiological Signals for Enhanced Context-Aware Applications Tinjauan Sistematis Pengenalan Emosi Multimodal di Lingkungan Alami: Mengintegrasikan Ekspresi Wajah, Ucapan, dan Sinyal Fisiologis untuk Aplikasi yang Lebih Sadar Konteks

  Muhammad Munsarif, Norshuhani Zamin, Richmond Ampah-Mensah

  197-224

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  Abstract views: 83 times | Downloaded: 56 times

• Hyperparameter Optimization of Random Forest using Grey Wolf Optimization for Heart Disease Classification Optimasi Hiperparameter Random Forest Menggunakan Grey Wolf Optimization untuk Klasifikasi Penyakit Jantung

  Ratih Khotimahtus Sa'diyah, Muhammad Sam’an, Safuan, Mustafa Mat Deris

  225-238

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  Abstract views: 81 times | Downloaded: 38 times