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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 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: 0 times, PDF Download: 0 times

  246-257

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