Vol 4, No 1 (2025)

May 2025

DOI: http://dx.doi.org/10.61944/bids.v4i1

Table of Contents

Articles

Enhancing Support Vector Machine Performance for Heart Attack Prediction using RobustScaler-Based Outlier Handling
: 10.61944/bids.v4i1.94 Abstract views : 236 times
M Munawir Lasiyono (Politeknik Mitra Karya Mandiri, Brebes)
Nurhayati Nurhayati (Universitas Muhammadiyah Tangerang, Tangerang)
Teotino Gomes Soares (Dili Institute of Technology, Dili)
Mulyadi Mulyadi (Universitas Nurdin Hamzah, Jambi)
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1-9
Diabetes Classification using Gain Ratio Feature Selection in Support Vector Machine Method
: 10.61944/bids.v4i1.114 Abstract views : 198 times
Nabila Al Rasyid (Universitas Islam Negerti Sultan Syarif Kasim Riau, Pekanbaru)
Iis Afrianty (Universitas Islam Negerti Sultan Syarif Kasim Riau, Pekanbaru)
Elvia Budianita (Universitas Islam Negerti Sultan Syarif Kasim Riau, Pekanbaru)
Siska Kurnia Gusti (Universitas Islam Negerti Sultan Syarif Kasim Riau, Pekanbaru)
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10-21
Implementation of Feature Selection Information Gain in Support Vector Machine Method for Stroke Disease Classification
: 10.61944/bids.v4i1.116 Abstract views : 136 times
Anisa Fitri (Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru)
Iis Afrianty (Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru)
Elvia Budianita (Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru)
Siska Kurnia Gusti (Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru)
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22-33
Implementation of XGBoost Ensemble and Support Vector Machine For Gender Classification of Skull Bones
: 10.61944/bids.v4i1.115 Abstract views : 154 times
Astrid Ramadhani (Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru)
Iis Afrianty (Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru)
Elvia Budianita (Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru)
Siska Kurnia Gusti (Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru)
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34-41
Decision Support System for Poverty Social Assistance using SMART and AHP
: 10.61944/bids.v4i1.106 Abstract views : 127 times
Haniel Dwi Septhian (Stikubank University, Semarang)
Aji Supriyanto (Stikubank University, Semarang)
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42-52
Decision Support System for Selecting the Best Head of Study Program Applying the Multi-Objective Optimization Method on the Basis of Simple Ratio Analysis (MOOSRA)
: 10.61944/bids.v4i1.105 Abstract views : 154 times
Juanda Hakim Lubis (Universitas Pembinaan Masyarakat Indonesia, Medan)
Sanwani Sanwani (Universitas Bina Sarana Informatika, Jakarta)
Akhyar Lubis (Universitas Pembangunan Panca Budi, Medan)
Mesran Mesran (Sekolah Tinggi Ilmu Manajemen Sukma, Medan)
Julaysa Julaysa (Budi Darma University, Medan)
Novita Sari Hutapea (Budi Darma University, Medan)
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53-61
Waste Classification using EfficientNetB3-Based Deep Learning for Supporting Sustainable Waste Management
: 10.61944/bids.v4i1.108 Abstract views : 47 times
Sarifah Agustiani (Bina Sarana Informatika University, Jakarta)
Agus Junaidi (Bina Sarana Informatika University, Jakarta)
Riska Aryanti (Bina Sarana Informatika University, Jakarta)
Anton Abdul Basah Kamil (Istanbul Gelisim University, Istanbul)
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62-70