Articles

• Evaluasi Komparatif Algoritma Naïve Bayes, KNN, Logistic Regression, SVM, dan Extra Trees untuk Analisis Sentimen Tokopedia

  • Indramawan Ciputra ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Amiq Fahmi ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8537, Abstract View: 224 times, PDF Download: 147 times

  1464-1478

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• Perbandingan Random Forest dan XGBoost Untuk Prediksi Penjualan Produk E-Commerce Rumah Madu

  • Destaria Hayatunnisa ^{(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.v7i3.8491, Abstract View: 102 times, PDF Download: 91 times

  1479-1489

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• Optimasi Hyperparameter Gaussian Naive Bayes Untuk Prediksi Risiko Stroke Pada Data Tidak Seimbang

  • Khoirun Nida ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Ridwan Mahenra ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Erliyan Redi Susanto ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8497, Abstract View: 88 times, PDF Download: 78 times

  1490-1499

  • PDF
• Peningkatan Kinerja Model Naïve Bayes untuk Analisis Sentimen Komentar Terkait “Sound Horeg” Menggunakan SMOTE dan Tuning Parameter

  • Mustafid Kaisalana ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Gustina Alfa Trisnapradika ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8554, Abstract View: 170 times, PDF Download: 77 times

  1500-1511

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• Analisis Sentimen Komentar YouTube terhadap Kenaikan Tunjangan DPR RI menggunakan Naïve Bayes, SVM, dan Random Forest

  • Jemmi Rama Dani ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Parjito Parjito ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8513, Abstract View: 150 times, PDF Download: 76 times

  1512-1524

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• Implementasi Arsitektur MobileNetV2 dengan Metode Transfer Learning untuk Identifikasi Objek Wisata Religi

  • Nabilah Putri Wijaya ^{(Universitas Semarang, Semarang, Indonesia)}
  • Bernadus Very Christioko ^{(Universitas Semarang, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8447, Abstract View: 143 times, PDF Download: 96 times

  1525-1536

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• Analisis Respon Publik Terhadap Tren Penggabungan Foto Gemini AI Menggunakan Naive Bayes

  • Nanda Afiani ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Ridwan Mahenra ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8504, Abstract View: 80 times, PDF Download: 63 times

  1537-1546

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• Optimasi Algoritma SVM dengan Teknik SMOTE dan Tuning Parameter pada Klasifikasi Balita Stunting

  • Muhammad Al Ghorizmi Muttaqin ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Gustina Alfa Trisnapradika ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8330, Abstract View: 127 times, PDF Download: 72 times

  1547-1556

  • PDF
• Model Prediksi Multikomoditas (Padi, Jagung, dan Umbi-Umbian) Berbasis Faktor Cuaca Menggunakan Algoritma Naïve Bayes

  • Aurellia Ainun Nisa ^{(Universitas Sari Mulia, Banjarmasin, Indonesia)}
  • M Riko Anshori Prasetya ^{(Universitas Sari Mulia, Banjarmasin, Indonesia)}
  • Nurhaeni Nurhaeni ^{(Universitas Sari Mulia, Banjarmasin, Indonesia)}
  • Subandi Subandi ^{(Politeknik Negeri Banjarmasin, Banjarmasin, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8423, Abstract View: 72 times, PDF Download: 52 times

  1557-1567

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• Comparative Analysis of Loss Functions for Predicting Autoimmunity from Molecular Descriptors Using Deep Learning

  • Candra Gunawan ^{(STMIK Time, Medan, Indonesia)}
  • Robet Robet ^{(STMIK Time, Medan, Indonesia)}
  • Hendri Hendri ^{(STMIK Time, Medan, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8581, Abstract View: 84 times, PDF Download: 65 times

  1568-1579

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• Analisis Sentimen Pengguna X terhadap Kasus Korupsi Gula Tom Lembong Menggunakan Naïve Bayes, SVM, dan Random Forest

  • Aneira Vicentiya Kuncoro ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Fikri Budiman ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Defri Kurniawan ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8577, Abstract View: 150 times, PDF Download: 74 times

  1580-1591

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• Deteksi Komentar dan Analisis Sentimen Promosi Judi Online pada Youtube Menggunakan IndoBERT dan XGBoost

  • Naila Raihana Putri ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Dedy Kurniawan ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Ken Ditha Tania ^{(Universitas Sriwijaya, Palembang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8421, Abstract View: 116 times, PDF Download: 52 times

  1592-1600

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• Perbandingan Kinerja Model IndoBERT, IndoBERTweet, dan Algoritma Klasik pada Analisis Sentimen Isu Indonesia Gelap

  • Fris Alvin ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Nurul Anisa Sri Winarsih ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8636, Abstract View: 159 times, PDF Download: 76 times

  1601-1613

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• Analisis Komparatif Kinerja Algoritma Machine Learning untuk Deteksi Status Gizi Balita

  • Della Sabrina ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Defri Kurniawan ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8668, Abstract View: 115 times, PDF Download: 71 times

  1614-1627

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• Data-Driven K-Means Clustering Analysis for Stunting Risk Profiling of Pregnant Women

  • Desvita Dian Nazella ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Heru Pramono Hadi ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Farrikh Al Zami ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Ayu Ashari ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Yupie Kusumawati ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Suharnawi Suharnawi ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Rama Aria Megantara ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Muhammad Naufal ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8415, Abstract View: 97 times, PDF Download: 55 times

  1628-1636

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• Comparison of XGBoost and LSTM in Knowledge Discovery for GrokAI Mobile Application Sentiment Analysis

  • Aliyananda Risyahputri ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Dedy Kurniawan ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Ken Ditha Tania ^{(Universitas Sriwijaya, Palembang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8651, Abstract View: 94 times, PDF Download: 58 times

  1637-1648

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• Implementasi dan Evaluasi Model Machine Learning untuk Optimalisasi Prediksi Penjualan Produk Kue Kering

  • Muhammad Abror Auliya Hilmi ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Ajib Susanto ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8657, Abstract View: 93 times, PDF Download: 66 times

  1649-1661

  • PDF
• Perbandingan Kinerja Naive Bayes, Support Vector Machine dan Random Forest Untuk Analisis Sentimen Aplikasi Brimo

  • Amelia Darwin ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Dinda Lestarini ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Iin Seprina ^{(Universitas Sriwijaya, Palembang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8697, Abstract View: 106 times, PDF Download: 56 times

  1662-1673

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• Komparasi Klasterisasi Data Historis Gempa Bumi Menggunakan DBSCAN, K-Means, dan Agglomerative Clustering

  • Eka Therina Lakeisyah ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Ken Ditha Tania ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Mira Afrina ^{(Universitas Sriwijaya, Palembang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8426, Abstract View: 102 times, PDF Download: 77 times

  1674-1683

  • PDF
• Decision Tree Classification for Reducing Alert Fatigue in Patient Monitoring Systems

  • Kheisya Talitha Herfiani ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Aris Nurhindarto ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Farrikh Alzami ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Setyo Budi ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Rama Aria Megantara ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • M Arief Soeleman ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • L Budi Handoko ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Rofiani Rofiani ^{(Panti Pelayanan Sosial Anak Dharma Putera, Purworejo, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8414, Abstract View: 76 times, PDF Download: 60 times

  1684-1693

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• Analisis Klasterisasi Kualitas Internet Seluler Menggunakan Metode K-Means dan Gaussian Mixture Model

  • Muhammad Aziiz Irwansyah ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Allsela Meiriza ^{(Universitas Sriwijaya, Palembang, Indonesia)}
  • Dinda Lestarini ^{(Universitas Sriwijaya, Palembang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8615, Abstract View: 150 times, PDF Download: 71 times

  1694-1704

  • PDF
• Optimasi Algoritma Decision Tree Menggunakan GridSearchCV untuk Klasifikasi Tipe Obesitas

  • Feby Laurent ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Sri Winarno ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Ika Novita Dewi ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8638, Abstract View: 55 times, PDF Download: 41 times

  1705-1716

  • PDF
• Model Klasifikasi Cerdas Gangguan Tidur Berbasis Machine Learning Random Forest pada Data Kesehatan dan Perilaku Harian

  • Laila Maulin Ni'mah ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Defri Kurniawan ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8631, Abstract View: 92 times, PDF Download: 84 times

  1717-1729

  • PDF
• Prediksi dan Optimalisasi Konsumsi Energi Smart Atmospheric Water Generator (SAWG) Menggunakan XGBoost Regression

  • Halim Jayakusuma Wiradinata ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Heru Agus Santoso ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8655, Abstract View: 113 times, PDF Download: 67 times

  1730-1742

  • PDF
• Analisis Sentiment Pengguna X Terhadap Hilirisasi Kemenyan Menggunakan Algoritma Naïve Bayes

  • Farrel Rizki Utama ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Suaidah Suaidah ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8639, Abstract View: 103 times, PDF Download: 48 times

  1743-1752

  • PDF
• Revisiting SMOTE in Balanced Medical Data: A Comparative Evaluation of SVM, Random Forest, and KNN

  • Kelvin Leonardi Kohsasih ^{(STMIK TIME, Medan, Indonesia)}
  • Joni Joni ^{(STMIK TIME, Medan, Indonesia)}
  • Herman Herman ^{(STMIK TIME, Medan, Indonesia)}
  • Pieter Octaviandy ^{(STMIK TIME, Medan, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8471, Abstract View: 119 times, PDF Download: 71 times

  1753-1760

  • PDF
• Pengaplikasian Convolutional Neural Network (MobileNetV3) Memanfaatkan Transfer Learning Untuk Membedakan Tanaman Cabai Berasal Dari Genus Capsicum Annuum

  • Tomi Tri Sujaka ^{(Universitas Bumigora, Mataram, Indonesia)}
  • I Nyoman Switrayana ^{(Universitas Bumigora, Mataram, Indonesia)}
  • Ibnu Mumtaz Haepa Fillah ^{(Universitas Bumigora, Mataram, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8740, Abstract View: 77 times, PDF Download: 42 times

  1761-1774

  • PDF
• Comprehensive Benchmark of Yolov11n, SSD MobileNet, CenterFace, Yunet, FastMtCnn, HaarCascade, and LBP for Face Detection in Video Based Driver Drowsiness

  • Agnestia Agustine Djoenaidi Go ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Farrikh Alzami ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Muhammad Naufal ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Harun Al Azies ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Sri Winarno ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Ricardus Anggi Pramunendar ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Rama Aria Megantara ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Isa Iant Maulana ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Mohammad Arif ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8678, Abstract View: 103 times, PDF Download: 60 times

  1775-1784

  • PDF
• Disparitas Efektivitas CLAHE pada Berbagai Arsitektur Deep Learning untuk Klasifikasi Katarak Berbasis Citra Fundus

  • Frida Ramadhani ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Cinantya Paramita ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Egia Rosi Subhiyakto ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8725, Abstract View: 85 times, PDF Download: 85 times

  1785-1796

  • PDF
• Dampak Penggunaan Data Augmentasi Terhadap Akurasi MobileNetV2 Dalam Deteksi Mikrosleep Berbasis Rasio Aspek Mata

  • Isa Iant Maulana ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Muhammad Fatah Abiyyu Riadi ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Farrikh Alzami ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Muhammad Naufal ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Harun Al Azies ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Ricardus Anggi Pramunendar ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Ruri Suko Basuki ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8719, Abstract View: 79 times, PDF Download: 38 times

  1797-1808

  • PDF
• Analisis Sentimen Ulasan Pengguna Aplikasi Sociolla Menggunakan Algoritma Support Vector Machine dengan Optimasi Grid Search

  • Suci Fitriani ^{(Universitas Sriwijaya, Indralaya, Indonesia)}
  • Dinda Lestarini ^{(Universitas Sriwijaya, Indralaya, Indonesia)}
  • Iin Seprina ^{(Universitas Sriwijaya, Indralaya, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8686, Abstract View: 83 times, PDF Download: 45 times

  1809-1818

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• Perbandingan Metode Certainty Factor dan Dempster-Shafer dalam Sistem Pakar Diagnosa Penyakit THT

  • Errysa Subekthi ^{(Universitas Persatuan Islam, Bandung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8623, Abstract View: 65 times, PDF Download: 42 times

  1819-1831

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• Analisis Perbandingan Metode Teorema Bayes, Case-Based Reasoning, dan Dempster-Shafer untuk Mendiagnosis Penyakit Lambung

  • Bernadus Gunawan Sudarsono ^{(Universitas Bhayangkara Jakarta Raya, Bekasi, Indonesia)}
  • Dwi Lestari ^{(Universitas Bung Karno, Jakarta Pusat, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8524, Abstract View: 80 times, PDF Download: 45 times

  1832-1843

  • PDF
• Evaluasi Komparatif Lightweight Convolutional Neural Network Untuk Klasifikasi Penyakit Daun dan Hama Tanaman Padi

  • Afis Julianto ^{(Politeknik Negeri Bengkalis, Bengkalis, Indonesia)}
  • Miftahul Jannah ^{(Politeknik Negeri Bengkalis, Bengkalis, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8698, Abstract View: 79 times, PDF Download: 73 times

  1844-1853

  • PDF
• Optimasi Support Vector Machine Menggunakan RandomizedSearchCV dan SMOTE untuk Klasifikasi Kebugaran Berdasarkan Parameter Fisiologis

  • Gema Amran Nathansyach ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Purwanto Purwanto ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8770, Abstract View: 61 times, PDF Download: 45 times

  1854-1865

  • PDF
• Penerapan Model SVM dengan Ekstraksi Fitur ResNet50 untuk Identifikasi Sel Darah Terinfeksi Malaria

  • Maulana Damar Adhesyah Putra ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Sindhu Rakasiwi ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8750, Abstract View: 51 times, PDF Download: 22 times

  1866-1874

  • PDF
• Analisa Perbandingan Algoritma K-Means dan DBSCAN Untuk Klastering Wilayah Rawan Bencana

  • Nathanael Kenneth Lay ^{(Universitas Tarumanagara, Jakarta, Indonesia)}
  • Desi Arisandi ^{(Universitas Tarumanagara, Jakarta, Indonesia)}
  • Henoch Juli Christanto ^{(Universitas Kristen Indonesia, Jakarta, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8727, Abstract View: 52 times, PDF Download: 44 times

  1875-1886

  • PDF
• Analisis Sentimen Ulasan DANA Dari Play Store dengan Metode SVM, Logistic Regression, Naive Bayes dan KNN

  • Anwar Dwiky Fitriyanto ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Purwanto Purwanto ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8769, Abstract View: 67 times, PDF Download: 37 times

  1887-1899

  • PDF
• Credit Card Fraud Detection Using Support Vector Machine: A Study on Data Balancing Strategies

  • Lailan Sahrina Hasibuan ^{(IPB University, Bogor, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8514, Abstract View: 55 times, PDF Download: 48 times

  1900-1909

  • PDF
• Naïve Bayes Optimization for Visual Ergonomics Prediction in Smartphone Display Mode

  • Rizkha Tegar Pambudi ^{(Ngudi Waluyo University, Semarang, Indonesia)}
  • Agung Wibowo ^{(Ngudi Waluyo University, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8665, Abstract View: 102 times, PDF Download: 64 times

  1910-1919

  • PDF
• Pendekatan Ensemble Multi-Arsitektur Convolutional Neural Network melalui Soft Voting untuk Klasifikasi Citra Histopatologi Kanker Payudara

  • Shelomita Fitriyani ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Sindhu Rakasiwi ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8797, Abstract View: 48 times, PDF Download: 64 times

  1920-1931

  • PDF
• Analisis Komparasi Algoritma ARIMA dan LSTM pada Prediksi Harga Cabai Merah Keriting Harian

  • Cut Try Utari ^{(Politeknik Negeri Medan, Indonesia)}
  • M Thariq Arya Putra Sembiring ^{(Politeknik Negeri Medan, Medan, Indonesia)}
  • M Habibi Rizq Zhafar Siregar ^{(Politeknik Negeri Medan, Medan, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8784, Abstract View: 91 times, PDF Download: 48 times

  1932-1942

  • PDF
• Decision Support System for Selecting the Best Head of Study Program Using the MOORA and MOOSRA Methods

  • Abdul Karim ^{(Universitas Labuhanbatu, Rantauprapat, Indonesia)}
  • Muhammad Hidayatullah ^{(Universitas Teknologi Sumbawa, Sumbawa, Indonesia)}
  • Muhammad Bobbi Kurniawan Nasution ^{(Universitas Efarina, Pematang Siantar, Indonesia)}
  • Shinta Esabella ^{(Universitas Teknologi Sumbawa, Sumbawa, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8928, Abstract View: 72 times, PDF Download: 27 times

  1943-1950

  • PDF
• Analisis Hyperparameter Tuning MobileNetV2 dengan Metode Sequential Search dalam Sistem Klasifikasi Penyakit Daun Kentang

  • Muhammad Ivan Khoirur Rizky ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Akfi Rozada ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Nurul Baroroh ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Ricardus Anggi Pramunendar ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8786, Abstract View: 81 times, PDF Download: 36 times

  1951-1962

  • PDF
• Implemetasi TF-IDF N-Gram dan Algoritma Nearest Centroid untuk Klasifikasi Topik Tugas Akhir

  • Rohima Choirul Hana ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Defri Kurniawan ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8859, Abstract View: 73 times, PDF Download: 57 times

  1963-1973

  • PDF
• Klasifikasi Tingkat Serangan pada Log Jaringan Siber dengan Komparasi Naive Bayes dan K-Nearest Neighbor

  • Evinda Apriliani ^{(Universitas Ahmad Dahlan, Yogyakarta, Indonesia)}
  • Sri Winiarti ^{(Universitas Ahmad Dahlan, Yogyakarta, Indonesia)}
  • Imam Riadi ^{(Universitas Ahmad Dahlan, Yogyakarta, Indonesia)}
  • Herman Yuliansyah ^{(Universitas Ahmad Dahlan, Yogyakarta, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8765, Abstract View: 38 times, PDF Download: 48 times

  1974-1985

  • PDF
• Perbandingan Model Naïve Bayes, Logistic Regression, SVM, XGBoost, dan SVM-XGBoost untuk Analisis Sentimen Tunaiku

  • Yabes Aryanto Melapa ^{(Universitas PGRI Semarang, Semarang, Indonesia)}
  • Setyoningsih Wibowo ^{(Universitas PGRI Semarang, Semarang, Indonesia)}
  • Nur Latifah Dwi Mutiara Sari ^{(Universitas PGRI Semarang, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8914, Abstract View: 83 times, PDF Download: 67 times

  1986-1995

  • PDF
• Meningkatkan Klasifikasi Obesitas Multi-Kelas Menggunakan Hybrid Stacking dan Meta-Learner CatBoost yang Interpretable melalui Analisis SHAP Level-2

  • Septiani Wulandari Lomi ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Slamet Sudaryanto ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8802, Abstract View: 46 times, PDF Download: 44 times

  1996-2005

  • PDF
• Implementasi K-Means sebagai Mekanisme Self-Labeling dalam Arsitektur Ensemble Voting Classifier untuk Prediksi Penjualan Usaha Mikro Kecil dan Menengah (UMKM) pada Data Tanpa Label

  • Muhammad Aqil Fahmi ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Defri Kurniawan ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8779, Abstract View: 75 times, PDF Download: 55 times

  2006-2016

  • PDF
• Collaboration between Convolutional Neural Network and Semantic Search for English Hadith Search Using Automatic Topic Classification, TF-IDF, and Sentence-BERT

  • Akmal Sidki Razaka ^{(Telkom University, Bandung, Indonesia)}
  • Kemas Muslim Lhaksmana ^{(Telkom University, Bandung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8861, Abstract View: 77 times, PDF Download: 41 times

  2017-2024

  • PDF
• Customer Sentiment Analysis of E-Commerce Products Using the Naïve Bayes Method and Word Embedding

  • Bartolomius Harpad ^{(STMIK Widya Cipta Dharma, Samarinda, Indonesia)}
  • Azahari Azahari ^{(STMIK Widya Cipta Dharma, Samarinda, Indonesia)}
  • Salmon Salmon ^{(STMIK Widya Cipta Dharma, Samarinda, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8879, Abstract View: 41 times, PDF Download: 34 times

  2025-2034

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• Classification of Diabetes Diseases Based on Medical Features Using Optimized Support Vector Machine

  • Ita Arfyanti ^{(STMIK Widya Cipta Dharma, Samarinda, Indonesia)}
  • Amelia Yusnita ^{(STMIK Widya Cipta Dharma, Samarinda, Indonesia)}
  • Pitrasacha Adytia ^{(STMIK Widya Cipta Dharma, Samarinda, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8880, Abstract View: 33 times, PDF Download: 22 times

  2035-2045

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• Comparison of MOOSRA and MOORA Methods in the Decision Support System for the Selection of Outstanding Students

  • Eka Fitri Rahayu ^{(Gunadarma University, Depok, Indonesia)}
  • Octarina Budi Lestari ^{(Gunadarma University, Depok, Indonesia)}
  • Syarifah Azharina Syafrudin ^{(Gunadarma University, Depok, Indonesia)}
  • Indah Wahyuni ^{(Gunadarma University, Depok, Indonesia)}
  • Dwi Setyasih ^{(Gunadarma University, Depok, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8572, Abstract View: 48 times, PDF Download: 39 times

  2046-2058

  • PDF
• Student Class Grouping in Junior High Schools Based on Academic Performance Using the Fuzzy C-Means Method

  • Tommy Bustomi ^{(Politeknik Negeri Samarinda, Samarinda, Indonesia)}
  • Jundro Daud Hasiholan ^{(STMIK Widya Cipta Dharma, Samarinda, Indonesia)}
  • Kusno Harianto ^{(STMIK Widya Cipta Dharma, Samarinda, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8585, Abstract View: 28 times, PDF Download: 26 times

  2059-2068

  • PDF
• Speech Emotion Classification Using MFCC Feature Extraction and Bagging-Based Ensemble Learning

  • Ivan Haristyawan ^{(STMIK Widya Cipta Dharma, Samarinda, Indonesia)}
  • Eka Arriyanti ^{(STMIK Widya Cipta Dharma, Samarinda, Indonesia)}
  • Wahyuni Wahyuni ^{(STMIK Widya Cipta Dharma, Samarinda, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8878, Abstract View: 34 times, PDF Download: 36 times

  2069-2077

  • PDF
• Comparative Performance Analysis of Long Short-Term Memory (LSTM) and Support Vector Regression (SVR) Algorithms in Gold Price Prediction

  • Siti Lailiyah ^{(STMIK Widya Cipta Dharma, Samarinda, Indonesia)}
  • Yunita Yunita ^{(STMIK Widya Cipta Dharma, Samarinda, Indonesia)}
  • Hanifah Ekawati ^{(STMIK Widya Cipta Dharma, Samarinda, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8605, Abstract View: 21 times, PDF Download: 8 times

  2078-2086

  • PDF
• Investment Decision-Making for High-Potential Startups in the Digital Economy Using AHP and VIKOR

  • Salmon Salmon ^{(STMIK Widya Cipta Dharma, Samarinda, Indonesia)}
  • Rizki Galang Rahmadani ^{(STMIK Widya Cipta Dharma, Samarinda, Indonesia)}
  • Bartolomius Harpad ^{(STMIK Widya Cipta Dharma, Samarinda, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8633, Abstract View: 30 times, PDF Download: 12 times

  2087-2096

  • PDF
• Klasifikasi Text Dokumen Web Berbasis Supervised Learning Sebagai Pemodelan Aplikasi Pembelajaran Kebudayaan Melayu di Indonesia

  • Mustakim Mustakim ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Febi Nur Salisah ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Suryani Suryani ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8499, Abstract View: 6 times, PDF Download: 7 times

  2097-2108

  • PDF
• Sentiment Analysis of the Matahari Application to Provide User Experience Insights using Support Vector Machine

  • Moch Arif Samsul Rizal ^{(Universitas Dr. Soetomo, Surabaya, Indonesia)}
  • Anik Vega Vitianingsih ^{(Universitas Dr. Soetomo, Surabaya, Indonesia)}
  • Hewa Majeed Zangana ^{(Duhok Polytechnic University, Duhok, Iraq)}
  • Anastasia Lidya Maukar ^{(President University, Bekasi, Indonesia)}
  • Fitri Marisa ^{(Universitas Widyagama Malang, Malang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i3.8811, Abstract View: 32 times, PDF Download: 7 times

  2109-2117

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