Articles

• Comparative Customer Segmentation Pipelines for E-Commerce Using K-Means-KNN and UMAP-K-Means-XGBoost

  • Dzidan Aditya Gumilang ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Endang Lestari Ruskan ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Ardina Ariani ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Ken Dhita Tania ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Ahmad Rifai ^{(Universitas Sriwijaya, Palembang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i2.10794, Abstract View: 15 times, PDF Download: 16 times

  689-698

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• Decision Support System for Determining Signature Menus Using the Integration of BMW, MOORA, and Copeland Scores

  • Meta Ardi Setiawan ^{(Universitas Muria Kudus, Kudus, Indonesia)}
  • Anteng Widodo ^{(Universitas Muria Kudus, Kudus, Indonesia)}
  • Noor Latifah ^{(Universitas Muria Kudus, Kudus, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i2.10936, Abstract View: 0 times, PDF Download: 0 times

  699-713

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• Perbandingan XGBoost dan Random Forest Untuk Prediksi Pembatalan Pesanan Marketplace Berbasis SHAP

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

  
  

  DOI: https://doi.org/10.47065/bits.v8i2.10680, Abstract View: 0 times, PDF Download: 0 times

  714-726

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• Performance Evaluation of Naive Bayes, SVM, LSTM, and IndoBERT for Fashion Review Sentiment Classification

  • Muhammad Iqbal Ismail ^{(Universitas Pamulang, Tangerang Selatan, Indonesia)}
  • Denies Susanto ^{(Universitas Pamulang, Tangerang Selatan, Indonesia)}
  • Indar Riyanto ^{(Universitas Pamulang, Tangerang Selatan, Indonesia)}
  • Melinne Maldini Rosady ^{(Universitas Pamulang, Tangerang Selatan, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i2.10357, Abstract View: 0 times, PDF Download: 0 times

  272-741

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• Komparasi Algoritma Machine Learning pada Prediksi Kemenangan Tim VALORANT Berbasis Delta Analysis

  • Bintang Ilham Kurniawan ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Sri Winarno ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i2.10507, Abstract View: 0 times, PDF Download: 0 times

  742-751

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• Superioritas Optimizer AdaGrad pada Arsitektur Spasio-Temporal PolyFace-LSTM untuk Prediksi Kepribadian Berbasis Video

  • Muhammad Zidan Alif Oktavian ^{(Universitas Negeri Surabaya, Surabaya, Indonesia)}
  • Salamun Rohman Nudin ^{(Universitas Negeri Surabaya, Surabaya, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i2.10945, Abstract View: 0 times, PDF Download: 0 times

  752-762

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• Implementasi Teknik SMOTE Menggunakan Random Forest dan XGBoost pada Klasifikasi Tingkat Kualitas Udara

  • Nanda Putri Karizki ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Heni Sulistiani ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i2.10602, Abstract View: 0 times, PDF Download: 0 times

  763-773

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• Optimasi Hyperparameter Grid Search untuk Multi-Algoritma Klasifikasi Tingkat Hidrasi pada Daily Water Intake

  • Julfiana Rizkiah Futri ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Heni Sulistiani ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i2.10560, Abstract View: 0 times, PDF Download: 0 times

  774-785

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• Comparative Evaluation of Machine Learning Models with Explainability and Fairness for Diabetes Risk Prediction

  • Vanya Dwi Nabila ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Bayu Wijaya Putra ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • M Rudi Sanjaya ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Dwi Rosa Indah ^{(Universitas Sriwijaya, Palembang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i2.10763, Abstract View: 0 times, PDF Download: 0 times

  786-798

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• Klasifikasi Status Gizi Bayi sebagai Upaya Deteksi Dini Masalah Gizi Menggunakan Algoritma Naive Bayes

  • Muhammad Rafif AR ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Fathoni Fathoni ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Ken Ditha Tania ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Allsela Meiriza ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Ali Ibrahim ^{(Universitas Sriwijaya, Palembang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i2.9490, Abstract View: 0 times, PDF Download: 0 times

  799-809

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• Analisis Disparitas Data Kebencanaan Indonesia sebagai Dasar Mitigasi Berbasis K-Means

  • Vanisa Amalia Putri ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Fathoni Fathoni ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Yadi Utama ^{(Universitas Sriwijaya, Palembang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i2.9667, Abstract View: 0 times, PDF Download: 0 times

  810-819

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• Analisis Perbandingan Random Forest dan XGBoost dalam Prediksi Pembatalan Pesanan Shopee Menggunakan Interpretasi SHAP

  • Muhammad Bayu Samudra ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Mira Afrina ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Allsela Meiriza ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Rizka Dhini Kurnia ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Ardina Ariani ^{(Universitas Sriwijaya, Palembang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i2.10960, Abstract View: 0 times, PDF Download: 0 times

  820-832

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• Comparative IndoBERT, Logistic Regression, SVM, Random Forest, and Naïve Bayes for TikTok Deepfake Misinformation

  • Tri Pidianto ^{(Universitas Ngudi Waluyo, Semarang, Indonesia)}
  • Iwan Setiawan Wibisono ^{(Universitas Ngudi Waluyo, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i2.10768, Abstract View: 0 times, PDF Download: 0 times

  833-845

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• Perbandingan Random Forest dan SVM dalam Analisis Sentimen Opini Masyarakat Terhadap Kenaikan Harga Pertamax

  • Fahmy Wira Oktavier ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Auliya Rahman Isnain ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i2.10891, Abstract View: 0 times, PDF Download: 0 times

  846-858

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• An Interval-Informed Hybrid CNN-LSTM for Ten-Category ECG Beat and Event Classification

  • I Putu Bagus Erix Wijaya ^{(Telkom University, Bandung, Indonesia)}
  • Arda Ardiyansyah ^{(Telkom University, Bandung, Indonesia)}
  • Satria Mandala ^{(Telkom University, Bandung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v8i2.10916, Abstract View: 0 times, PDF Download: 0 times

  859-880

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