Articles

• Reversible Data Hiding Citra MRI T1-Weighted Menggunakan Spatial Fuzzy C-Means dan Selective Histogram Shifting

  • Aufa Fadholi Suharyoto ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Elkaf Rahmawan Pramudya ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.8863, Abstract View: 337 times, PDF Download: 414 times

  2168-2180

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• Prediksi Periode Fosil Trilobita Menggunakan XGBoost dengan Seleksi Fitur Geologi–Geospasial dan Hyperparameter Tuning

  • Naufal Rizky Ramadhan ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Elkaf Rahmawan Pramudya ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.8862, Abstract View: 323 times, PDF Download: 374 times

  2181-2192

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• Deteksi Malware Android Berbasis Ensemble Soft Voting LightGBM, Logistic Regression dan CatBoost

  • Ardian Danendra ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Elkaf Rahmawan Pramudya ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.8865, Abstract View: 216 times, PDF Download: 216 times

  2193-2204

  • PDF
• Stacking-Correspondence Analysis for Fuzzy Data: Computational Framework for Analyzing Complex Qualitative Survey Data

  • Disa Rahma Kirana ^{(Universitas Padjadjaran, Bandung, Indonesia)}
  • Irlandia Ginanjar ^{(Universitas Padjadjaran, Bandung, Indonesia)}
  • Bertho Tantular ^{(Universitas Padjadjaran, Bandung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9054, Abstract View: 191 times, PDF Download: 224 times

  2205-2217

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• Penerapan Algoritma Naïve Bayes Terhadap Sentimen Ulasan Produk Skincare Pada E-Commerce Shopee

  • Divana Wahyu Putri ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Moch Arief Soeleman ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9209, Abstract View: 582 times, PDF Download: 382 times

  2218-2228

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• Explainable Aspect-Based Sentiment Analysis with Contrast-Aware IndoBERT for Indonesian Public Service Reviews

  • Muhammad Shihab Fathurrahman Jondien ^{(Amikom Purwokerto University, Purwokerto, Indonesia)}
  • Taqwa Hariguna ^{(Amikom Purwokerto University, Purwokerto, Indonesia)}
  • Dhanar Intan Surya Saputra ^{(Amikom Purwokerto University, Purwokerto, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9162, Abstract View: 746 times, PDF Download: 333 times

  2229-2239

  • PDF
• Evaluasi Strategi Fine-Tuning pada ConvNeXt dan Swin Transformer untuk Klasifikasi Kanker Kulit

  • Ahmad Bintang Saputra ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Sindhu Rakasiwi ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9015, Abstract View: 237 times, PDF Download: 189 times

  2240-2249

  • PDF
• Analisis Pola Temporal Penyebaran Penyakit DBD dan HIV Berbasis Time Series Clustering

  • Trie Adriana Ramadhani ^{(Universitas Sriwijaya, Ogan Ilir, Indonesia)}
  • Fathoni Fathoni ^{(Universitas Sriwijaya, Ogan Ilir, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9262, Abstract View: 295 times, PDF Download: 204 times

  2250-2260

  • PDF
• Analisis Sentimen Diseminasi Produk Iklim Menggunakan Metode Recurrent Neural Network (RNN) dalam Klasifikasi dan Density-Based Spatial Clustering of Applications with Noise (DBSCAN) untuk Klasterisasi

  • Noris Mestika ^{(Universitas Stikubank, Semarang, Indonesia)}
  • Aji Supriyanto ^{(Universitas Stikubank, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9025, Abstract View: 163 times, PDF Download: 183 times

  2261-2273

  • PDF
• Performance Analysis of Quantum Long Short-Term Memory (QLSTM) Models for TLKM Stock Price Prediction

  • Nasya Vhazira ^{(Telkom University Purwokerto, Purwokerto, Indonesia)}
  • Irmayatul Hikmah ^{(Telkom University Purwokerto, Purwokerto, Indonesia)}
  • Mas Aly Afandi ^{(Telkom University Purwokerto, Purwokerto, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9337, Abstract View: 290 times, PDF Download: 233 times

  2274-2285

  • PDF
• Implementasi Deep Learning Berbasis MobileNetV2 untuk Deteksi Real-Time Bacterial Spot dengan Pendekatan Arsitektur Lightweight

  • Ahmad Nabilul As'ad ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Elkaf Rahmawan Pramudya ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9252, Abstract View: 260 times, PDF Download: 262 times

  2286-2299

  • PDF
• Optimizing Ensemble Learning Models with SMOTE-ENN for Early Stroke Detection in Imbalanced Clinical Datasets

  • Dina Nurmala ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Angga Bayu Santoso ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9347, Abstract View: 165 times, PDF Download: 237 times

  2300-2311

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• Klasifikasi Kesehatan Mental Menggunakan Support Vector Machine Berdasarkan Screen Time dan Interaksi Sosial Digital

  • Pendi Pendi ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Heni Sulistiani ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9189, Abstract View: 430 times, PDF Download: 297 times

  2312-2321

  • PDF
• Deteksi Cyberbullying pada Komentar Media Sosial Berbahasa Indonesia Menggunakan Pendekatan Hibrida IndoBERTweet- BiLSTM

  • Reza Ramadhon Aditya ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Arry Maulana Syarif ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9249, Abstract View: 403 times, PDF Download: 359 times

  2322−2334

  • PDF
• Komparasi Algoritma Naive Bayes dan K-Nearest Neighbor untuk Analisis Sentimen Pengguna Dompet Digital pada Google Play Store

  • M Adhe Akbar ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Fenty Ariany ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9285, Abstract View: 444 times, PDF Download: 329 times

  2335−2348

  • PDF
• Optimasi Deteksi Intrusi Jaringan Menggunakan Hybrid Model Autoencoder dan Random Forest

  • Afri Nanda ^{(Universitas Sains dan Teknologi Indonesia, Pekanbaru, Indonesia)}
  • Torkis Nasution ^{(Universitas Sains dan Teknologi Indonesia, Pekanbaru, Indonesia)}
  • Rahmaddeni Rahmaddeni ^{(Universitas Sains dan Teknologi Indonesia, Pekanbaru, Indonesia)}
  • Herwin Herwin ^{(Universitas Sains dan Teknologi Indonesia, Pekanbaru, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9309, Abstract View: 237 times, PDF Download: 236 times

  2349−2360

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• Deep Fake Image Detection Using Vision Transformer with Random Oversampling Technique

  • Dipo Paudro Tirto Prakoso ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Sugiyanto Sugiyanto ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9316, Abstract View: 394 times, PDF Download: 201 times

  2361−2369

  • PDF
• Optimasi Hyperparameter Random Forest untuk Klasifikasi Depresi Mahasiswa Menggunakan GridSearchCV dan RandomizedSearchCV

  • Eka Wahyu Utami ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Defri Kurniawan ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9366, Abstract View: 334 times, PDF Download: 254 times

  2370−2382

  • PDF
• Perbandingan Kinerja Algoritma CatBoost, XGBoost, LightGBM dan Random Forest Dalam Memprediksi Risiko Infeksi Aids Dalam Dataset Kesehatan

  • Pramudya Ridwan Yulianto ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Yani Parti Astuti ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.8975, Abstract View: 222 times, PDF Download: 253 times

  2383−2393

  • PDF
• Analisis Kinerja Decision Tree dan Naïve Bayes Pada Klasifikasi Tingkat Kepuasan Masyarakat

  • Nora Fitaria ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Dedi Darwis ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9325, Abstract View: 345 times, PDF Download: 199 times

  2394−2404

  • PDF
• A Comparative Study of LSTM and BiLSTM Performance in Predicting XAU/USD Prices

  • I Ketut Agung Enriko ^{(Telkom University, Bandung, Indonesia)}
  • Fikri Nizar Gustiyana ^{(Telkom University, Bandung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9414, Abstract View: 159 times, PDF Download: 96 times

  2405−2415

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• Market-Adaptive Stock Trading through B-WEMA Driven Proximal Policy Optimization

  • Mulia Ichsan ^{(Bina Nusantara University, Jakarta, Indonesia)}
  • Amalia Zahra ^{(Bina Nusantara University, Jakarta, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9349, Abstract View: 336 times, PDF Download: 285 times

  2416−2425

  • PDF
• Implementasi Arsitektur MobileNetV2 Berbasis Citra untuk Deteksi Penyakit Dropsy dan Popeye pada Ikan Cupang

  • Fadhilah Rafi Musyaffa ^{(Universitas Islam Negeri Walisongo, Semarang, Indonesia)}
  • Adzhal Arwani Mahfudh ^{(Universitas Islam Negeri Walisongo, Semarang, Indonesia)}
  • Moh Hadi Subowo ^{(Universitas Islam Negeri Walisongo, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9379, Abstract View: 196 times, PDF Download: 180 times

  2426−2438

  • PDF
• Analisis Komparatif Arsitektur Convolutional Neural Network untuk Klasifikasi Kualitas Cabai dengan Implementasi Perangkat Mobile

  • Nur Ikhsanudin ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Muhamad Akrom ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9419, Abstract View: 266 times, PDF Download: 144 times

  2439−2450

  • PDF
• Machine Learning Comparative Analysis of SVR Method with RBF Kernel and Random Forest for Bitcoin Price Prediction

  • Miko Septa Pratama ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Heni Sulistiani ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9348, Abstract View: 236 times, PDF Download: 242 times

  2451−2458

  • PDF
• Comparative Analysis of K-NN and Naïve Bayes Algorithms for Early-Stage Chronic Kidney Disease Classification

  • Intan Dwi Rahma ^{(Universitas Potensi Utama, Medan, Indonesia)}
  • Mhd Furqan ^{(Universitas Potensi Utama, Medan, Indonesia)}
  • Budi Triandi ^{(Universitas Potensi Utama, Medan, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9392, Abstract View: 247 times, PDF Download: 178 times

  2459−2466

  • PDF
• Analisis Sentimen Persepsi Publik Terhadap Program MBG Pada Komentar YouTube Menggunakan Naïve Bayes dan Resampling

  • Lutfi Najib ^{(Universitas Islam Negeri Walisongo, Semarang, Indonesia)}
  • Adzhal Arwani Mahfudh ^{(Universitas Islam Negeri Walisongo, Semarang, Indonesia)}
  • Syaiful Bakhri ^{(Universitas Islam Negeri Walisongo, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9400, Abstract View: 490 times, PDF Download: 196 times

  2467−2478

  • PDF
• Analisis Komparatif Kinerja Algoritma Support Vector Machine, Random Forest, dan Naive Bayes untuk Klasifikasi Sentimen pada Komentar YouTube

  • Eustachius Dito Dewantoro ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Sindhu Rakasiwi ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.8959, Abstract View: 216 times, PDF Download: 138 times

  2479-2490

  • PDF
• Comparison of Geothermal Well Productivity Using KNN, SVM and Gradient Boost Methods

  • Mina Winawati Dwi Aryani ^{(Budi Luhur University, Jakarta, Indonesia)}
  • Indra Nugraha Abdullah ^{(Budi Luhur University, Jakarta, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9302, Abstract View: 178 times, PDF Download: 79 times

  2491-2506

  • PDF
• Optimasi Deteksi Malware Android pada Dataset Drebin Menggunakan Ensemble Learning

  • Haidar Nafiis Usmany ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Wildanil Ghozi ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9443, Abstract View: 192 times, PDF Download: 123 times

  2507--2517

  • PDF
• Analisis Ketahanan Model ResNet-50 pada Klasifikasi Bahasa Isyarat Arab terhadap Degradasi Citra Bawah Air

  • Muhammad Ilham ^{(Universitas Muhammadiyah Surakarta, Surakarta, Indonesia)}
  • Aris Rakhmadi ^{(Universitas Muhammadiyah Surakarta, Surakarta, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9479, Abstract View: 124 times, PDF Download: 111 times

  2518-2530

  • PDF
• Perbandingan Kinerja Model ARIMA dan LSTM dalam Peramalan Harga Crypto Solana (SOL-USD) Berbasis Data Yahoo Finance

  • Wadiyan Wadiyan ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Permata Permata ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Adhie Thyo Priandika ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Rakhmat Dedi Gunawan ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9444, Abstract View: 302 times, PDF Download: 165 times

  2531-2539

  • PDF
• Klasifikasi Motif Batik Nitik Berbasis Fitur Ekstraksi SqueezeNet dengan Reduksi Dimensi PCA–LDA

  • Ratih Suciani ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Usman Sudibyo ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9437, Abstract View: 212 times, PDF Download: 261 times

  2540-2552

  • PDF
• Integrasi Model Hibrida TOPSIS-BORDA untuk Penentuan Prioritas Strategi Digitalisasi Pesantren yang Berkelanjutan

  • Shofi Putri Lathifah ^{(Universitas Islam Negeri Walisongo, Semarang, Indonesia)}
  • Adzhal Arwani Mahfud ^{(Universitas Islam Negeri Walisongo, Semarang, Indonesia)}
  • Wenty Dwi Yuniarti ^{(Universitas Islam Negeri Walisongo, Semarang, Indonesia)}
  • Khotibul Umam ^{(Universitas Islam Negeri Walisongo, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9439, Abstract View: 101 times, PDF Download: 88 times

  2553-2562

  • PDF
• Sentimen Analisis Pengguna Jasa Layanan Kereta Api dengan Menggunakan Metode CNN (Convolutional Neural Network)

  • Zidan Alfikri ^{(Universitas Bina Darma, Palembang, Indonesia)}
  • Ari Muzakir ^{(Universitas Bina Darma, Palembang, Indonesia)}
  • Susan Dian Purnamasari ^{(Universitas Bina Darma, Palembang, Indonesia)}
  • Rahayu Amalia ^{(Universitas Bina Darma, Palembang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9423, Abstract View: 121 times, PDF Download: 88 times

  2563-2572

  • PDF
• Perbandingan Naïve Bayes dan Support Vector Machine Berbasis Term Frequency−Inverse Document Frequency pada Analisis Sentimen Ulasan Produk Afiliasi Lintas Platform TikTok dan Shopee

  • Clara Indriani Putri ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Aditia Yudhistira ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9454, Abstract View: 172 times, PDF Download: 136 times

  2573-2585

  • PDF
• Analisis Performa K-Nearest Neighbor dengan Optimasi F1-Score dan Teknik SMOTE dalam Klasifikasi Risiko Serangan Jantung

  • Fikri Luqman Pratama ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Muhamad Akrom ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9493, Abstract View: 152 times, PDF Download: 126 times

  2586-2596

  • PDF
• Comparative Analysis of VGG16 Transfer Learning Fine-Tuning Strategies for Automated Concrete Crack Classification

  • Adwinof Akmal Juantoro ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Sugiyanto Sugiyanto ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9468, Abstract View: 143 times, PDF Download: 142 times

  2597-2608

  • PDF
• Hybrid Music Recommendation System Using K-Means Clustering and Neural Collaborative Filtering for Spotify Playlist Personalization

  • Rastomi Pamungkas ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Permata Permata ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Rakhmat Dedi Gunawan ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Adhie Thyo Priandika ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9181, Abstract View: 237 times, PDF Download: 127 times

  2609-2617

  • PDF
• Komparasi Model Ensemble dan Algoritma Machine Learning Untuk Memprediksi Penyakit Jantung

  • Muhammad Syarief Albani ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Dedy Kurniawan ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Ken Ditha Tania ^{(Universitas Sriwijaya, Palembang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.8346, Abstract View: 223 times, PDF Download: 159 times

  2618-2628

  • PDF
• Pemodelan Pola Temporal Action Unit untuk Pengenalan Ekspresi Wajah Berbasis Bidirectional LSTM

  • Muhammad Ghozali Sulton ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Sugiyanto Sugiyanto ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9315, Abstract View: 189 times, PDF Download: 143 times

  2629-2639

  • PDF
• Hybrid DBSCAN - K-Means Clustering for Financial Loss Identification in INA-CBG Claims Based on Medical Treatment Patterns

  • Muhammad Fajar Dianqori ^{(Universitas Islam Indonesia, Yogyakarta, Indonesia)}
  • Dhomas Hatta Fudholi ^{(Universitas Islam Indonesia, Yogyakarta, Indonesia)}
  • Galih Aryo Utomo ^{(Rumah Sakit Islam Yogyakarta PDHI, Yogyakarta, Indonesia)}
  • Irving Vitra Paputungan ^{(Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Malaysia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9483, Abstract View: 241 times, PDF Download: 122 times

  2640-2656

  • PDF
• Hybrid Entropy and CRADIS Method Approach in Decision Support System for Selecting the Best Employees

  • Junhai Wang ^{(Zhejiang Technical Institute of Economics, Zhejiang, China)}
  • Setiawansyah Setiawansyah ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Very Hendra Saputra ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.8985, Abstract View: 198 times, PDF Download: 106 times

  2657-2668

  • PDF
• Deep Learning-Based Early Detection Optimization for Rice Leaf Diseases to Support Sustainable Local Agriculture

  • Putrama Alkhairi ^{(STIKOM Tunas Bangsa, Pematangsiantar, Indonesia)}
  • Agus Perdana Windarto ^{(STIKOM Tunas Bangsa, Pematangsiantar, Indonesia)}
  • Mesran Mesran ^{(Sekolah Tinggi Ilmu Manajemen Sukma, Medan, Indonesia)}
  • Roznim Roznim ^{(Universiti Pendidikan Sultan Idris, Tanjong Malim, Malaysia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9338, Abstract View: 324 times, PDF Download: 143 times

  2669-2678

  • PDF
• Evaluasi KNN dan Logistic Regression untuk Klasifikasi Diabetes dengan Preprocessing Terstandarisasi: Trade-off Kinerja dan Interpretabilitas

  • Alif Zayyin Kamandani ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Egia Rosi Subhiyakto ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9534, Abstract View: 183 times, PDF Download: 185 times

  2679-2689

  • PDF
• Perbandingan Kinerja XGBoost dan Naive Bayes dalam Analisis Sentimen Komentar TikTok Terhadap Ibu Kota Nusantara (IKN) pada Data Tidak Seimbang

  • Novi Purnamasari ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Nirwana Hendrastuty ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9488, Abstract View: 122 times, PDF Download: 200 times

  2690-2703

  • PDF
• Hybrid Feature Selection with Metaheuristics for Improving the Accuracy of Diabetes Disease Prediction

  • Ida Maratul Khamidah ^{(Politeknik Pertanian Negeri Samarinda, Samarinda, Indonesia)}
  • Suci Ramadhani ^{(Politeknik Pertanian Negeri Samarinda, Samarinda, Indonesia)}
  • Aulia Khoirunnita ^{(Universitas Mulawarman, Samarinda, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9541, Abstract View: 233 times, PDF Download: 192 times

  2704-2714

  • PDF
• Predictive Modeling of National University Rankings Using Ensemble Machine Learning and Multi-Dimensional Institutional Performance Indicators: Evidence from Japan

  • Bernadus Gunawan Sudarsono ^{(Universitas Bhayangkara Jakarta Raya, Jakarta, Indonesia)}
  • Raditya Galih Whendasmoro ^{(Universitas Bung Karno, Jakarta, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9525, Abstract View: 206 times, PDF Download: 146 times

  2715-2726

  • PDF
• Sentiment Analysis on the Allocation of the MBG Program Budget Using Support Vector Machine

  • Aulia Kartika Dewi ^{(Universitas Islam Negeri Sumatera Utara, Medan, Indonesia)}
  • Raissa Amanda Putri ^{(Universitas Islam Negeri Sumatera Utara, Medan, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9502, Abstract View: 144 times, PDF Download: 84 times

  2727-2735

  • PDF
• Klasifikasi Opini Pengguna TikTok terhadap Keamanan dan Efektivitas Produk Skincare Lokal menggunakan Metode Naïve Bayes, Decision Tree, dan Random Fores

  • Sintia Ariyani ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Styawati Styawati ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9537, Abstract View: 123 times, PDF Download: 106 times

  2736-2751

  • PDF
• Analisis Segmentasi Pelanggan Menggunakan RFM dan K-Means Clustering sebagai Dasar Penyusunan Aturan Pendukung Keputusan

  • Meisya Dwi Andini ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Rafa Nadira Catra ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Weli Ratri Homausyah ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Haaniyah Aurelia ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Allsela Meiriza ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Ken Ditha Tania ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Zaqqi Yamani ^{(Universitas Sriwijaya, Palembang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9511, Abstract View: 240 times, PDF Download: 240 times

  2752-2760

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• Analysis of Air Pollution Standard Index Using Support Vector Machine Algorithm

  • Fitra Hidayat Lubis ^{(Universitas Islam Negeri Sumatera Utara, Medan, Indonesia)}
  • Fakhriza Fakhriza ^{(Universitas Islam Negeri Sumatera Utara, Medan, Indonesia)}
  • Raissa Amanda Putri ^{(Universitas Islam Negeri Sumatera Utara, Medan, Indonesia)}

  
  

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  • Rayna Shera Chang ^{(Universitas Ciputra, Surabaya, Indonesia)}
  • Natalie Grace Widjaja Kuswanto ^{(Universitas Ciputra, Surabaya, Indonesia)}
  • Jessica Laurentia Tedja ^{(Universitas Ciputra, Surabaya, Indonesia)}
  • Christopher Andreas ^{(Universitas Ciputra, Surabaya, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.8518, Abstract View: 165 times, PDF Download: 61 times

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  • Vidry Anggelia Siregar ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Rusliyawati Rusliyawati ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

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  • M Raykah Alam Ramadan ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Dhio Pratama Wiransyah ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Satria Ramadhani ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Rayya Ramadhan Simangunsong ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Ken Dhita Tania ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Alsella Meiriza ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Ahmad Rifai ^{(Universitas Sriwijaya, Palembang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i4.9512, Abstract View: 97 times, PDF Download: 59 times

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  • Princess Iqlima Kafilla ^{(Universitas Amikom Purwokerto, Banyumas, Indonesia)}
  • Fandy Setyo Utomo ^{(Universitas Amikom Purwokerto, Banyumas, Indonesia)}
  • Giat Karyono ^{(Universitas Amikom Purwokerto, Banyumas, Indonesia)}

  
  

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  • Nilasari Nilasari ^{(Universitas Amikom Purwokerto, Purwokerto, Indonesia)}
  • Rujianto Eko Saputro ^{(Universitas Amikom Purwokerto, Purwokerto, Indonesia)}
  • Giat Karyono ^{(Universitas Amikom Purwokerto, Purwokerto, Indonesia)}

  
  

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