Articles

• Deteksi Manipulasi Citra Medis MRI Menggunakan Watermarking Least Significant Bit dengan Autentikasi SHA-256 dan ECDSA

  • Y Noven Dhimas Nugroho ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Wildanil Ghozi ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.8967, Abstract View: 58 times, PDF Download: 53 times

  1-13

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• Deteksi Penyakit Jantung Menggunakan SVM dan XGBoost dengan Interpretabilitas SHAP dan Integrasi LLM

  • Raihan Al Aziz ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Egia Rosi Subhiyakto ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9722, Abstract View: 48 times, PDF Download: 32 times

  14-26

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• Perbandingan Naïve Bayes dan Support Vector Machine Dalam Analisis Sentimen Google Maps Pusat Perbelanjaan

  • Eliza Cahyaningrum ^{(Universitas Semarang, Semarang, Indonesia)}
  • Astrid Novita Putri ^{(Universitas Semarang, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9558, Abstract View: 37 times, PDF Download: 27 times

  27-38

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• Analisis Sentimen X Terhadap Isu Industri Sawit Prabowo Subianto Menggunakan TF-IDF dan Machine Learning

  • Ibrahim Akbar Arga Dewangga ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Rama Aria Megantara ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9596, Abstract View: 39 times, PDF Download: 21 times

  39-50

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• Optimasi Bayesian pada Gradient Boosting untuk Prediksi Niat Beli E-Commerce pada Dataset dengan Ketidakseimbangan Kelas

  • Imam Bagus Setyawan ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Heribertus Himawan ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9710, Abstract View: 41 times, PDF Download: 23 times

  51-61

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• Evaluasi Validitas Model Machine learning pada Klasifikasi Stunting Berbasis Data Antropometri dan Hubungan Deterministik

  • Turwan Aldi Putra ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Nirwana Hendrastuty ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9584, Abstract View: 59 times, PDF Download: 19 times

  62-72

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• Analisis Perbandingan Metode Edas Dan Aras Dalam Pemilihan Platform Freelance Terbaik Untuk Pekerja Jarak Jauh (Remote Worker)

  • Rexlicky Verdhika Sagatha ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Zaenal Abidin ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9554, Abstract View: 25 times, PDF Download: 28 times

  73-82

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• Segmentation-Aware Recommendation with Cluster-Specific Item Graphs Using Pointwise Mutual Information for Market Basket Analysis

  • Khalifatur Rauf ^{(Universitas Teknologi Yogyakarta, Sleman, Indonesia)}
  • Arief Hermawan ^{(Universitas Teknologi Yogyakarta, Sleman, Indonesia)}
  • Donny Avianto ^{(Universitas Teknologi Yogyakarta, Sleman, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9707, Abstract View: 48 times, PDF Download: 16 times

  83-94

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• Comparing TF-IDF Based SVM and Logistic Regression for Imbalanced Pertamina Corruption Tweet Sentiment Classification

  • Khahlil Gibran ^{(Universitas Islam Negeri Walisongo, Semarang, Indonesia)}
  • Wenty Dwi Yuniarti ^{(Universitas Islam Negeri Walisongo, Semarang, Indonesia)}
  • Khotibul Umam ^{(Universitas Islam Negeri Walisongo, Semarang, Indonesia)}
  • Mokhamad Iklil Mustofa ^{(Universitas Islam Negeri Walisongo, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9709, Abstract View: 32 times, PDF Download: 11 times

  95-107

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• Perbandingan XGBoost dan Random Forest Menggunakan Seleksi Fitur ANOVA-MI Dalam Klasifikasi Kesehatan Janin Cardiotocography

  • Abednego Destyo Amanda ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Angga Bayu Santoso ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9688, Abstract View: 35 times, PDF Download: 17 times

  108-120

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• Evaluasi Kinerja Naïve Bayes, Decision Tree, Dan Random Forest Serta Voting Ensemble Pada Klasifikasi Multi-Kelas Penyakit Sapi Berbasis Gejala

  • Nazwa Diajeng Istika Rahmadhani ^{(Universitas Muhammadiyah Surakarta, Surakarta, Indonesia)}
  • Nurgiyatna Nurgiyatna ^{(Universitas Muhammadiyah Surakarta, Surakarta, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9697, Abstract View: 29 times, PDF Download: 16 times

  121-133

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• Optuna-Driven Hyperparameter Optimization in Tsukamoto Fuzzy Logic for House Price Estimation

  • Annisa Aurelia Fitriani ^{(Universitas Semarang, Semarang, Indonesia)}
  • Nabilah Putri Wijaya ^{(Universitas Semarang, Semarang, Indonesia)}
  • Susanto Susanto ^{(Universitas Semarang, Semarang, Indonesia)}
  • Nur Wakhidah ^{(Universitas Semarang, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9573, Abstract View: 21 times, PDF Download: 23 times

  134-141

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• Classification of School Students Lifestyle Risks Based on Smoking Behavior Using Naïve Bayes

  • Oktaria Dwi Cahyani ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Deltari Balka ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Dinni Rezky Amelia ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Rainda Cintari Aulya ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Ken Ditha Tania ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Allsela Meiriza ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Zaqqi Yamani ^{(Universitas Sriwijaya, Palembang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9668, Abstract View: 15 times, PDF Download: 27 times

  142-150

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• Sentiment Classification on Indonesian Game Sequels: A Comparative Analysis of SVM and Naive Bayes on Coffee Talk Franchise Reviews

  • Nanda Yuris Riziq ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Edy Mulyanto ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9794, Abstract View: 46 times, PDF Download: 17 times

  151-160

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• Komparasi Random Forest dan Artificial Neural Network dalam Prediksi Dampak AI terhadap Pekerjaan 2030

  • Jefri Jaka Tirta ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Heni Sulistiani ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9716, Abstract View: 25 times, PDF Download: 10 times

  161-172

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• Klasifikasi Risiko Bencana di Indonesia Menggunakan SVM dan Random Forest

  • Erland Adhe Sharendra ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Tri Widodo ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Damayanti Damayanti ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Okma Arnilia ^{(Universitas Islam Negeri Siber Syekh Nurjati, Cirebon, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9818, Abstract View: 60 times, PDF Download: 14 times

  173-183

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• Hybrid CNN-BiLSTM untuk Analisis Sentimen Multi-Platform terhadap Insiden Keamanan Pangan Program Makan Bergizi Gratis

  • Mohamad Rival Farid Riwaldi ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Aripin Aripin ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9896, Abstract View: 51 times, PDF Download: 20 times

  184-197

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• Perbandingan Kinerja Naïve Bayes, SVM, dan Random Forest dalam Klasifikasi Risiko Kehamilan

  • Reva Ekalia ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Dyah Ayu Megawaty ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9724, Abstract View: 21 times, PDF Download: 15 times

  198-206

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• Perbandingan Kinerja Model ARIMA-GARCH dan LSTM Dalam Peramalan Volatilitas Bitcoin

  • Miezan El khoir ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Fenty Ariany ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9788, Abstract View: 93 times, PDF Download: 16 times

  207-216

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• Leakage-Aware Random Forest Regression for Predicting Job Automation Risk Using Structured Labor Market Data

  • Alya Zalfa Chairunnisa ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Nawirah Athqiyah ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Vanisa Amalia Putri ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Ken Dhita Tania ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Allsela Meiriza ^Indonesia)

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9706, Abstract View: 46 times, PDF Download: 15 times

  217-227

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• Segmentasi Pelanggan E-Commerce Berbasis Integrasi Text Mining dan RFM untuk Deteksi Dini Churn

  • Violin Juneyla Nandita ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Juseia Wulandari ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Apriyadi Apriyadi ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Ali Ibrahim ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Fathoni Fathoni ^{(Universitas Sriwijaya, Palembang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9687, Abstract View: 75 times, PDF Download: 11 times

  228-235

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• Aspect-Based Sentiment Analysis on Skintific Product Reviews Using IndoBERT

  • Asyifa Hafizah Putri ^{(Universitas Muhammadiyah Malang, Malang, Indonesia)}
  • Christian Sri Kusuma Aditya ^{(Universitas Muhammadiyah Malang, Malang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9864, Abstract View: 96 times, PDF Download: 44 times

  236-245

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• Arrhythmia Detection Using XGBoost with Recursive Feature Elimination: A Two-Stage Machine Learning Approach

  • Suci Mutiarani ^{(Universitas Aisyiyyah Yogyakarta, Yogyakarta, Indonesia)}
  • Tikaridha Hardiani ^{(Universitas Aisyiyyah Yogyakarta, Yogyakarta, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9840, Abstract View: 62 times, PDF Download: 31 times

  246-257

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• Komparasi Naïve Bayes, SVM, dan Decision Tree untuk Klasifikasi Komentar Provokatif pada Instagram Terkait Aksi Demonstrasi Agustus 2025

  • Muhamad Yusuf ^{(Universitas Muhammadiyah Prof. Dr. Hamka, Jakarta, Indonesia)}
  • Erizal Erizal ^{(Universitas Muhammadiyah Prof. Dr. Hamka, Jakarta, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9989, Abstract View: 35 times, PDF Download: 32 times

  258-267

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• Comparing TabNet and CatBoost Models for Explainable Student Depression Prediction

  • Triana Dewi Salma ^{(Universitas LIA, Jakarta, Indonesia)}
  • Rizqi Darmawan ^{(Universitas LIA, Jakarta, Indonesia)}
  • Fauzan Natsir ^{(Universitas Indraprasta PGRI, Jakarta, Indonesia)}
  • Esa Kurniawan ^{(Universitas LIA, Jakarta, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9964, Abstract View: 38 times, PDF Download: 19 times

  268-277

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• Klasifikasi Pesan Penipuan pada Platform WhatsApp Menggunakan Metode Naïve Bayes Berbasis TF-IDF, N-Gram, dan Chi-Square

  • Hardika Nur Saputra ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Ardytha Luthfiarta ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9941, Abstract View: 38 times, PDF Download: 27 times

  278-292

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• Stereo Camera-Based Motor Vehicle Dimension Measurement with Luxmeter-Based Light Intensity Detection

  • Ageng Sudarma ^{(Politeknik Keselamatan Transportasi Jalan, Tegal, Indonesia)}
  • Muhammad Iman Nur Hakim ^{(Politeknik Keselamatan Transportasi Jalan, Tegal, Indonesia)}
  • Nurul Fitriani ^{(Politeknik Keselamatan Transportasi Jalan, Tegal, Indonesia)}
  • Siti Shofiah ^{(Politeknik Keselamatan Transportasi Jalan, Tegal, Indonesia)}
  • Nanang Okta Widiandaru ^{(Politeknik Keselamatan Transportasi Jalan, Tegal, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.10012, Abstract View: 29 times, PDF Download: 22 times

  293-307

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• Classification of Swiftlet Nest Quality Based on SNI 8998:2021 Using Deep Learning

  • Ilmiati Ilmiati ^{(Universitas Muhammadiyah Bima, Bima, Indonesia)}
  • Siti Mutmainah ^{(Universitas Muhammadiyah Bima, Bima, Indonesia)}
  • Khairunnas Khairunnas ^{(Universitas Muhammadiyah Bima, Bima, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9901, Abstract View: 28 times, PDF Download: 20 times

  308-317

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• Analisis Spasio-Temporal Berbasis Data Video untuk Identifikasi Bangunan Melayu Menggunakan Metode Hybrid CNN-LSTM

  • Ines Triseptiani ^{(Universitas Ahmad Dahlan, Yogyakarta, Indonesia)}
  • Sri Winiarti ^{(Universitas Ahmad Dahlan, Yogyakarta, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9917, Abstract View: 34 times, PDF Download: 13 times

  318-329

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• Analisis Sentimen Twitter Terhadap Isu Royalti Lagu di Industri Musik Indonesia Menggunakan Naive Bayes dan Support Vector Machine Berbasis TF-IDF

  • Alif Fadhil Wibowo ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Ajib Susanto ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9842, Abstract View: 29 times, PDF Download: 31 times

  330-341

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• Perbandingan Kinerja Model Long Short-Term Memory (LSTM) dan Gated Recurrent Unit (GRU) Untuk Prediksi Harga Cryptocurrency

  • Hanif Alhakim ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Aditia Yudhistira ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.10062, Abstract View: 31 times, PDF Download: 22 times

  342-352

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• Evaluasi Kinerja Sensor FC-28 Untuk Monitoring Kelembapan Tanah Tanaman Indoor Menggunakan Confusion Matrix

  • Herva Emilda Sari ^{(Universitas Ichsan Satya, Tengerang Selatan, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9932, Abstract View: 29 times, PDF Download: 15 times

  353-362

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• Classification of Cancer Epitope Mutations Using Random Forest, SVM and Sequence-Derived Features

  • Miftahurrahma Rosyda ^{(Universitas Ahmad Dahlan, Yogyakarta, Indonesia)}
  • Dinan Yulianto ^{(Universitas Ahmad Dahlan, Yogyakarta, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.10022, Abstract View: 27 times, PDF Download: 19 times

  363-373

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• Perbandingan Kinerja Random forest dan SVM Pada Klasifikasi Tingkat Kekumuhan Permukiman Menggunakan SMOTE

  • Nurika Dwi Wahyuni ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Fadhilah Syafria ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Novi Yanti ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Surya Agustian ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.10101, Abstract View: 76 times, PDF Download: 39 times

  374-385

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• Komparasi Kinerja Arsitektur MobileNetV2 dan EfficientNetB0 Untuk Klasifikasi Penyakit Daun Tanaman Kedelai

  • Lisdiawati Lisdiawati ^{(Universitas Muhammadiyah Bima, Bima, Indonesia)}
  • Siti Mutmainah ^{(Universitas Muhammadiyah Bima, Bima, Indonesia)}
  • Khairunnas Khairunnas ^{(Universitas Muhammadiyah Bima, Bima, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.10006, Abstract View: 35 times, PDF Download: 31 times

  386-395

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• Perbandingan Metode Elbow dan Silhouette Coefficient pada K-Means untuk Pengelompokan Wilayah Berdasarkan Indeks Pembangunan Manusia

  • Shinta Zahira Hayathun Nufus ^{(Universitas Muhammadiyah Bima, Bima, Indonesia)}
  • Fathir Fathir ^{(Universitas Muhammadiyah Bima, Bima, Indonesia)}
  • Hilyatul Mustafidah ^{(Universitas Muhammadiyah Bima, Bima, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.10114, Abstract View: 37 times, PDF Download: 26 times

  396-408

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• Analysis of Public Opinion on TikTok Regarding the MBG Program Controversy Using the Support Vector Machine Algorithm

  • Fera Febrianti ^{(Universitas Muhammadiyah Bima, Bima, Indonesia)}
  • Sahrul Ramadhan ^{(Universitas Muhammadiyah Bima, Bima, Indonesia)}
  • Irfan Irfan ^{(Universitas Muhammadiyah Bima, Bima, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9880, Abstract View: 0 times, PDF Download: 0 times

  409-424

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• Comparative Study of Agglomerative Hierarchical Clustering and K-Means for Student Academic Stress Grouping

  • Irfan Arifin ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Iwan Iskandar ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Elvia Budianita ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Novi Yanti ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Fitri Insani ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.10265, Abstract View: 0 times, PDF Download: 0 times

  425-438

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• ShelfMind: Demand Forecasting and Stock Control for Retail SMEs using Global XGBoost and Context-Injected AI Chatbot

  • Aulia Syafitri ^{(Politeknik Negeri Sriwijaya, Palembang, Indonesia)}
  • Aryanti Aryanti ^{(Politeknik Negeri Sriwijaya, Palembang, Indonesia)}
  • Sholihin Sholihin ^{(Politeknik Negeri Sriwijaya, Palembang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.10280, Abstract View: 0 times, PDF Download: 0 times

  439-449

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• Comparative Evaluation of Local Llama and Mistral Models in RAG for Helpdesk Documentation

  • Septian Pratama ^{(Universitas Pamulang, Tangerang Selatan, Indonesia)}
  • Sajarwo Anggai ^{(Universitas Pamulang, Tangerang Selatan, Indonesia)}
  • Murni Handayani ^{(Universitas Pamulang, Tangerang Selatan, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.8895, Abstract View: 0 times, PDF Download: 0 times

  450-458

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• Comparison of Random Forest and XGBoost Methods Based on Hyperparameter Tuning for Classification of Customer Churn Rate of Telecommunication Providers

  • Abdul Karim ^{(Universitas Labuhanbatu, Rantauprapat, Indonesia)}
  • Muhammad Hidayatullah ^{(Universitas Teknologi Sumbawa, Sumbawa, Indonesia)}
  • Nora Dery Sofya ^{(Universitas Teknologi Sumbawa, Sumbawa, Indonesia)}
  • Erwin Mardinata ^{(Universitas Teknologi Sumbawa, Sumbawa, Indonesia)}
  • Shinta Esabella ^{(Universitas Teknologi Sumbawa, Sumbawa, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9918, Abstract View: 0 times, PDF Download: 0 times

  459-472

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• Peramalan Volume Transaksi Uang Elektronik Menggunakan Hybrid SARIMA-LSTM dengan Integrasi Klasifikasi Berita IndoBERT

  • Nabila Sya’bani Wardana ^{(Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia)}
  • Wiwik Anggraeni ^{(Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.10344, Abstract View: 0 times, PDF Download: 0 times

  473-484

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• Klasifikasi Sentimen Program Makan Bergizi Gratis di Platform X dengan TF-IDF dan Class-Weighted LinearSVC

  • Muhammad Syihabuddin Musyaffa ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Novita Kurnia Ningrum ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.10095, Abstract View: 0 times, PDF Download: 0 times

  485-496

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• Komparasi Decision Tree, Random Forest, dan XGBoost untuk Deteksi Dini Risiko Akademik, Kehadiran, dan Karakter Siswa

  • M. Hafidhatul Fathoni ^{(Universitas Sains dan Teknologi Indonesia, Pekanbaru, Indonesia)}
  • Junadhi Junadhi ^{(Universitas Sains dan Teknologi Indonesia, Pekanbaru, Indonesia)}
  • Susanti Susanti ^{(Universitas Sains dan Teknologi Indonesia, Pekanbaru, Indonesia)}
  • Hadi Asnal ^{(Universitas Sains dan Teknologi Indonesia, Pekanbaru, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9452, Abstract View: 0 times, PDF Download: 0 times

  497-509

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• Recommendation of Vocational Major Recommendation Using Artificial Neural Networks with ADAM Optimization

  • Fawwaz Dzakwan ^{(Universitas Budi Luhur, Jakarta, Indonesia)}
  • Muhammad Hikmat Fathur Rahman ^{(Universitas Budi Luhur, Jakarta, Indonesia)}
  • Mardi Hardjianto ^{(Universitas Budi Luhur, Jakarta, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.7472, Abstract View: 0 times, PDF Download: 0 times

  510-518

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• Multiclass Herbal Plant Classification Using CNN Architectures: A Comparative Study of MobileNetV2, EfficientNetV2B0, NASNetMobile, and InceptionV3

  • Mechi Sakinatun Nufus ^{(Universitas Muhammadiyah Bima, Bima, Indonesia)}
  • Siti Mutmainah ^{(Universitas Muhammadiyah Bima, Bima, Indonesia)}
  • Fathir Fathir ^{(Universitas Muhammadiyah Bima, Bima, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.10048, Abstract View: 0 times, PDF Download: 0 times

  519-527

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• Perbandingan Kinerja Model LSTM dengan dan tanpa Indeks Fear & Greed dalam Prediksi Harga Bitcoin Berbasis Data Time Series

  • Mada Rabbani Syah ^{(Universitas Muhammadiyah Malang, Malang, Indonesia)}
  • Vinna Rahmayanti Setyaning Nastiti ^{(Universitas Muhammadiyah Malang, Malang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.10146, Abstract View: 0 times, PDF Download: 0 times

  528-537

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• Comparison of XGBoost and Random Forest for Prediction of Male Fertility Status Based on Semen Analysis Parameters

  • Kecitaan Harefa ^{(Universitas Pamulang, Tangerang Selatan, Indonesia)}
  • Joko Priambodo ^{(Universitas Pamulang, Tangerang Selatan, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.10264, Abstract View: 0 times, PDF Download: 0 times

  538-549

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• Effect of Word Embedding on Indonesian Social Media Hate Speech Classification Using Hybrid CNN-SimpleRNN

  • Mas Muhammad Rizqi Adiguna ^{(Telkom University, Bandung, Indonesia)}
  • Yuliant Sibaroni ^{(Telkom University, Bandung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.10046, Abstract View: 0 times, PDF Download: 0 times

  550-559

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• Fusi Cross-Attention CNN–Transformer untuk Klasifikasi Multi-Kelas Acute Lymphoblastic Leukemia

  • Wahyuni Fithratul Zalmi ^{(Universitas Sam Ratulangi, Manado, Indonesia)}
  • Rahmi Putri Kurnia ^{(Politeknik Negeri Padang, Padang, Indonesia)}
  • Yulia Jihan Sy ^{(Politeknik Negeri Padang, Padang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9831, Abstract View: 0 times, PDF Download: 0 times

  560-569

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• Random Forest, LSTM, and IndoBERT Comparison for TikTok App Sentiment Analysis

  • Imam Saputra ^{(Sekolah Tinggi Ilmu Manajemen Sukma, Medan, Indonesia)}
  • Mesran Mesran ^{(Sekolah Tinggi Ilmu Manajemen Sukma, Medan, Indonesia)}
  • Ruziana Mohamad Rasli ^{(Universiti Utara Malaysia, Kedah, Malaysia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9714, Abstract View: 0 times, PDF Download: 0 times

  570-579

  • PDF
• Analisis Sentimen dan Evolusi Topik terhadap Program Makan Bergizi Gratis Menggunakan IndoBERT dan cDTM

  • Muhammad Hamzah Fauzi ^{(Universitas Mikroskil, Medan, Indonesia)}
  • Ronsen Purba ^{(Universitas Mikroskil, Medan, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.10085, Abstract View: 0 times, PDF Download: 0 times

  580-589

  • PDF
• Hybrid Two-Stage CatBoost and Multilayer Perceptron Model for Sleep Disorder Classification

  • Visal Ady Yanuar ^{(Dian Nuswantoro University, Semarang, Indonesia)}
  • Aripin Aripin ^{(Dian Nuswantoro University, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9958, Abstract View: 0 times, PDF Download: 0 times

  590-600

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• Analisis Pengaruh Chi-Square Feature Selection terhadap Kinerja Random Forest dan XGBoost dalam Prediksi Konversi Pengunjung Website

  • Muhamad Rosdiana ^{(Universitas Pamulang, Tangerang Selatan, Indonesia)}
  • Teti Desyani ^{(Universitas Pamulang, Tangerang Selatan, Indonesia)}
  • Perani Rosyani ^{(Universitas Pamulang, Tangerang Selatan, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.9662, Abstract View: 0 times, PDF Download: 0 times

  601-614

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• Evaluasi Komparatif Algoritma Decision Tree, Random Forest, dan XGBoost untuk Software Defect Prediction Menggunakan Dataset NASA Software Metrics

  • Okky Prasetia ^{(Universitas Pamulang, Tangerang Selatan, Indonesia)}
  • Syaeful Machfud ^{(Universitas Pamulang, Tangerang Selatan, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.10268, Abstract View: 0 times, PDF Download: 0 times

  615-628

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• Optimisasi Menu Balita Berdasarkan Gizi Harian Menggunakan XGBoost, Genetic Algorithm dan Particle Swarm Optimization

  • Evyra Rizki Safitri ^{(Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia)}
  • Ahmad Muklason ^{(Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i1.10150, Abstract View: 0 times, PDF Download: 0 times

  601-610

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