Vol 5, No 1 (2026)

May 2026

DOI: http://dx.doi.org/10.61944/bids.v5i1

Table of Contents

Articles

An Optimized Balanced-Learning Framework for Malignant Skin Lesion Triage Using Compound-Scaled Neural Networks
: 10.61944/bids.v5i1.165 Abstract views : 115 times
Argha Orion Silitonga (Universitas Klabat, Minahasa Utara)
Raissa Camilla Maringka (Universitas Klabat, Minahasa Utara)
Wilsen Grivin Mokodaser (Universitas Klabat, Minahasa Utara)
George M W Tangka (Universitas Klabat, Minahasa Utara)
Marchel Timothy Tombeng (Universitas Klabat, Minahasa Utara)
PDF
1-11
Implementation of Convolutional Neural Network (CNN) MobileNetV2 in Lung Disease Classification from X-Ray Images
: 10.61944/bids.v5i1.131 Abstract views : 114 times
Mohammad Faris Fawwaz (Politeknik Negeri Medan, Medan)
Arif Aryaguna Nauli (Politeknik Negeri Medan, Medan)
Roslina Roslina (Politeknik Negeri Medan, Medan)
PDF
12-22
Hybrid Autoencoder and NiaARM Framework for Flash Viral Detection on YouTube Shorts
: 10.61944/bids.v5i1.162 Abstract views : 122 times
Erlin Windia Ambarsari (Universitas Indraprasta PGRI, DKI Jakarta)
Mercy Hermawati (Universitas Indraprasta PGRI, DKI Jakarta)
Dedin Fathudin (Universitas Pamulang, South Tangerang)
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23-30
Explainable Machine Learning for Multi-Class Classification of Internet Firewall Traffic
: 10.61944/bids.v5i1.163 Abstract views : 92 times
Titik Misriati (Universitas Bina Sarana Informatika, Jakarta)
Riska Aryanti (Universitas Bina Sarana Informatika, Jakarta)
PDF
31-39
Comparative Analysis of MCDM Methods in Employee Award Ranking
: 10.61944/bids.v5i1.141 Abstract views : 90 times
Roznim binti Mohamad Rasli (Sultan Idris Education University, Perak)
Mesran Mesran (Sekolah Tinggi Ilmu Manajemen Sukma Medan, Medan)
Ridha Maya Faza Lubis (Southern Taiwan University of Science and Technology)
PDF
40-53
Interpretable Decision Tree for Predicting High Self-Reported Happiness Using Digital Behavior and Lifestyle Indicators
: 10.61944/bids.v5i1.153 Abstract views : 74 times
Rafika Damayanti Sururin Nufus (Telkom University, Surabaya)
Fiandra Lazuart Adi Hafizh Arraszaq (Telkom University, Surabaya)
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54-66
Lightweight CNNs for Eggplant Leaf Disease Classification on a Balanced Dataset: A Comparative Study of MobileNetV3 and EfficientNetV2-B2
: 10.61944/bids.v5i1.166 Abstract views : 83 times
Masparudin Masparudin ( Yonky Pernando (Universitas Universal, Batam)
Ihsan Verdian (Universitas Universal, Batam)
Fazlul Rahman (Universitas Universal, Batam)
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67-76
Analysis of Electricity Consumption Patterns a Hybrid Algorithm K-Means Clustering and Support Vector Machine
: 10.61944/bids.v5i1.155 Abstract views : 52 times
Fika Saputri (Halu Oleo University, Kendari)
Asminar Asminar (Halu Oleo University, Kendari)
Tambi Tambi (Halu Oleo University, Kendari)
Mustarum Musaruddin (Halu Oleo University, Kendari)
Muhammad Nadzirin Anshari Nur (Halu Oleo University, Kendari)
Adhi Setiawan Samsul (Halu Oleo University, Kendari)
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77-85