Vol 17, No 2 (2025)

DOI: https://doi.org/10.33096/ilkom.v17i2

The author's countries are coming from Malaysia and Indonesia

Table of Contents

Artikel

Performance Comparison of Ensemble Learning Models for Brain Tumor Detection on Augmented MRI Datasets

author Gilberth Valentino Titaley(1); Nurul Rismayanti(2); Anik Nur Handayani(3*); Jevri Tri Ardiansah(4)

(1) Universitas Negeri Malang
(2) Universitas Negeri Malang
(3) Universitas Negeri Malang
(4) Universitas Negeri Malang
(*) Corresponding Author

doi 10.33096/ilkom.v17i2.2523.86-97 graph Abstract view: 205 times
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86-97
SqueezeNet Image Embedding and Support Vector Machine for Recognizing Hand Gestures in Indonesian Sign Language System

author Megan Shahra Islami(1); Eko Rudiawan Jamzuri(2*)

(1) Politeknik Negeri Batam
(2) Politeknik Negeri Batam
(*) Corresponding Author

doi 10.33096/ilkom.v17i2.2476.98-106 graph Abstract view: 223 times
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98-106
Enhancing Kubernetes-Based Microservices Deployment Efficiency Through DevOps and GitOps

author Irvan Maulana(1*); Rusydi Umar(2); Anton Yudhana(3)

(1) Universitas Ahmad Dahlan
(2) Universitas Ahmad Dahlan
(3) Universitas Ahmad Dahlan
(*) Corresponding Author

doi 10.33096/ilkom.v17i2.2562.107-119 graph Abstract view: 214 times
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107-119
Low Power Consumption IoT Weather Monitoring System for Coastal Areas

author Muhammad Hibrian Wiwi(1*); Muhammad Awaluddin(2); Risky Saharis(3)

(1) Universitas Muhammadiyah Buton
(2) Universitas Muhammadiyah Buton
(3) Universitas Muhammadiyah Buton
(*) Corresponding Author

doi 10.33096/ilkom.v17i2.2456.120-130 graph Abstract view: 186 times
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120-130
YOLOv10 for Real-Time Detection of Personal Protective Equipment on Construction Workers

author Wawan Gunawan(1*); Yoga Nanda Khoiril Umat(2)

(1) Universitas Mercu Buana
(2) Universitas Mercu Buana
(*) Corresponding Author

doi 10.33096/ilkom.v17i2.2544.131-139 graph Abstract view: 205 times
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131-139
An Enhanced Mean Value Theorem with Bisection Technique to Elevate User Focus Metrics in Talent Finder Applications

author M Zainal Arifin(1*); Aji Prasetya Wibawa(2); Moh Safii(3); Agustinus Noertjahyana(4); Ahmad Naim Che Pee(5)

(1) Universitas Negeri Malang
(2) Universitas Negeri Malang
(3) Universitas Negeri Malang
(4) Petra Christian University
(5) University Teknikal Malaysia Melaka
(*) Corresponding Author

doi 10.33096/ilkom.v17i2.2822.140-149 graph Abstract view: 230 times
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140-149
Sentiment Analysis towards Jokowi Post-Presidential Term Using CNN-BiLSTM with Multi-head Attention on Platform X

author Muhammad Rizki Setyawan(1); Fajar Rahardika Bahari Putra(2*); Ardhina Ramadhani(3)

(1) Universitas Muhammadiyah Sorong
(2) Universitas Muhammadiyah Sorong
(3) Universitas Muhammadiyah Sorong
(*) Corresponding Author

doi 10.33096/ilkom.v17i2.2843.150-161 graph Abstract view: 197 times
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150-161
Deep Learning Convolutional Neural Networks on Multi Label Image Classification of Torajanese Buffalo

author Aslan Poetra Ramadhan(1*); Anik Nur Handayani(2); Ilham Ari Elbaith Zaeni(3)

(1) Universitas Negeri Malang
(2) Universitas Negeri Malang
(3) Universitas Negeri Malang
(*) Corresponding Author

doi 10.33096/ilkom.v17i2.2905.162-169 graph Abstract view: 189 times
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162-169
Analysis and Prediction of Vertical Office Network Bandwidth Using a Backpropagation-Based Neural Network

author Muhammad Jamil Asshiddiq(1*); Iffatul Mardhiyah(2)

(1) Universitas Gunadarma
(2) Universitas Gunadarma
(*) Corresponding Author

doi 10.33096/ilkom.v17i2.2709.170-185 graph Abstract view: 148 times
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170-185
Detection of Persistent vs. Non-Persistent Drugs in Pharmacy Using Decision Tree Classification Based on Gini, Entropy, and Log Loss Criteria

author Mardewi Mardewi(1); Firman Aziz(2*); Syahrul Usman(3); Rahmat Fuadi Syam(4)

(1) STMIK Kreatindo Manokwari
(2) Universitas Pancasakti Makassar
(3) Universitas Pancasakti Makassar
(4) Universitas Pancasakti Makassar
(*) Corresponding Author

doi 10.33096/ilkom.v17i2.2585.186-195 graph Abstract view: 158 times
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186-195
Enhanced Violence Detection in CCTV Using LSTM

author Muhaimin Hasanudin(1*); Hadi Santoso(2); Abdi Wahab(3); Indrianto Indrianto(4); Dwina Kuswardani(5); Ahmad Ridlan(6)

(1) Universitas Mercu Buana
(2) Universitas Mercu Buana
(3) Universitas Mercu Buana
(4) Institut Teknologi PLN
(5) Institut Teknologi PLN
(6) Institut Teknologi dan Bisnis Stikom
(*) Corresponding Author

doi 10.33096/ilkom.v17i2.2318.196-202 graph Abstract view: 107 times
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196-202
A Hybrid Movie Recommendation System to Address Data Sparsity Using Genre-Based K-Means and Neural Collaborative Filtering

author Herdianti Darwis(1); Firdaus Abrazawaiz Syahrir(2*); Lilis Nur Hayati(3)

(1) Universitas Muslim Indonesia
(2) Universitas Muslim Indonesia
(3) Universitas Muslim Indonesia
(*) Corresponding Author

doi 10.33096/ilkom.v17i2.2868.203-212 graph Abstract view: 82 times
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203-212