Vol. 9 No. 2 (2024)

All articles in this issue (15 original research articles) were authored/co-authored by 4 (four) countries (Indonesia, Malaysia, Saudi Arabia, and India).

DOI: https://doi.org/10.15575/join.v9i2

Published: 2024-08-24

Article

Cassava Diseases Classification using EfficientNet Model with Imbalance Data Handling

Stephany Octaviani Ngesthi, Department of Computer Science, Binus University Jakarta, Indonesia

Lili Ayu Wulandhari, Department of Computer Science, Binus University Jakarta, Indonesia

148-158
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DOI : 10.15575/join.v9i2.1300 Abstract View : 1006 PDF downloads: 871
Strengthening the Authentication Mechanism of Blockchain-Based E-Voting System Using Post-Quantum Cryptography

Sonitema Laia, Graduate School of Informatics, School of Computing, Telkom University, Indonesia

Ari Moesriami Barmawi, Graduate School of Forensic Science and Cyber Security, School of Computing, Telkom University, Indonesia

159-168
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DOI : 10.15575/join.v9i2.1305 Abstract View : 778 PDF downloads: 577
CatBoost Optimization Using Recursive Feature Elimination

Agus Hadianto, Master of Informatics, President University, Indonesia

Wiranto Herry Utomo, Master of Informatics, President University, Indonesia

169-178
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DOI : 10.15575/join.v9i2.1324 Abstract View : 1146 PDF downloads: 922
The Effect of the Number of Nodes on Data Communication Performance in Nomad Clusters Using the Gossip Protocol

Ridwan Satrio Hadikusuma, Master of Electrical Engineering, Universitas Katolik Indonesia Atma Jaya, Jakarta, Indonesia

https://orcid.org/0000-0003-1849-7150

Veronica Windha Mahyastuty, Master of Electrical Engineering, Universitas Katolik Indonesia Atma Jaya, Jakarta, Indonesia

https://orcid.org/0000-0003-2344-5830

Lukas, Master of Electrical Engineering, Universitas Katolik Indonesia Atma Jaya, Jakarta, Indonesia

Epril Moh Rizaludin, Platform Engineer, PT. Metrocom Global Solusi, Jakarta, Indonesia

179-189
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DOI : 10.15575/join.v9i2.1327 Abstract View : 413 PDF downloads: 207
Machine Learning Monitoring Model for Fertilization and Irrigation to Support Sustainable Cassava Production: Systematic Literature Review

Ahmad Chusyairi, Department of Computer Science, IPB University Bogor, Indonesia

Yeni Herdiyeni, Department of Computer Science, IPB University Bogor, Indonesia

Heru Sukoco, Department of Computer Science, IPB University Bogor, Indonesia

Edi Santosa, Department of Agronomy and Horticulture, IPB University Bogor, Indonesia

190-200
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DOI : 10.15575/join.v9i2.1328 Abstract View : 805 PDF downloads: 477
Wave Downscaling Approach with TCN model, Case Study in Bengkulu, Indonesia

Dio Navialdy, School of Computing, Telkom University Bandung, Indonesia

Didit Adytia, School of Computing, Telkom University Bandung, Indonesia

201-209
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DOI : 10.15575/join.v9i2.1329 Abstract View : 487 PDF downloads: 234
Comparison of EfficientNetB0 and EfficientNetB7 Models in Classifying Malaria Based on Blood Cells

Muhammad Rizkiansyah Maulana Kiki, Department of Informatics, University of Muhammadiyah Malang, Malang, Indonesia

Zamah Sari, Department of Informatics, University of Muhammadiyah Malang, Malang, Indonesia

Didih Rizki, Department of Informatics, University of Muhammadiyah Malang, Malang, Indonesia

219-227
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DOI : 10.15575/join.v9i2.1195 Abstract View : 497 PDF downloads: 287
Enhancing Remote Sensing Image Quality through Data Fusion and Synthetic Aperture Radar (SAR): A Comparative Analysis of CNN, Lightweight ConvNet, and VGG16 Models

Desynike Puspa Anggreyni, Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia

Indriatmoko, Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia

Aniati Murni Arymurthy, Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia

Andie Setiyoko, Research Center for Remote Sensing, Indonesia National Research and Innovation Agency, Jakarta, Indonesia

210-218
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DOI : 10.15575/join.v9i2.1321 Abstract View : 536 PDF downloads: 195
Evaluating Readiness and Acceptance of Artificial Intelligence Adoption Among Elementary School Teachers

Erlan Darmawan, Department of Information System, Universitas Kuningan, Indonesia

Titik Khawa Abdul Rahman, Department of Computer Science, Asia e University, Kuala Lumpur, Malaysia

Nani Ronsani Thamrin, Department of English Education, Universitas Kuningan, Indonesia

228-237
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DOI : 10.15575/join.v9i2.1385 Abstract View : 1581 PDF downloads: 604
Detection of Drowsiness in Drivers Using Image Processing and Support Vector Machine (SVM) Classification

Sugeng, Computer Systems Study Program, Faculty of Engineering and Computer Science, Indonesian Computer University, Bandung, Indonesia

Hendri Praminiarto, Computer Systems Study Program, Faculty of Engineering and Computer Science, Indonesian Computer University, Bandung, Indonesia

238-248
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DOI : 10.15575/join.v9i2.1076 Abstract View : 584 PDF downloads: 214
Identification of Inpari HDB 32 Superior Rice Seeds based on Android in Realtime with Artificial Neural Network

Rizalul Akram, Department of Informatics, Universitas Samudra, Langsa , Indonesia

Teuku Hadi Wibowo Atmaja, Department of Biology, Universitas Samudra, Langsa, Indonesia

Novianda, Department of Informatics, Universitas Samudra, Langsa, Indonesia

249-258
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DOI : 10.15575/join.v9i2.941 Abstract View : 578 PDF downloads: 198
Prediction of Solar Radiation Data for Garlic Production in Magelang Regency Using Long Short-Term Memory

Muhammad Safrul Safrudin, Department of Computer Science, Faculty of Mathematics and Natural Sciences, IPB University, Indonesia

Imas Sukaesih Sitanggang, Department of Computer Science, Faculty of Mathematics and Natural Sciences, IPB University, Indonesia

Hari Agung Adrianto, Department of Computer Science, Faculty of Mathematics and Natural Sciences, IPB University, Indonesia

Syarifah Aini, Department of Computer Science, Faculty of Mathematics and Natural Sciences, IPB University, Indonesia

269-275
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DOI : 10.15575/join.v9i2.1113 Abstract View : 363 PDF downloads: 211
Predictive Performance Evaluation of ARIMA and Hybrid ARIMA-LSTM Models for Particulate Matter Concentration

Johanes Dian Kurniawan, Master of Data Science, Faculty of Science and Mathematics, Satya Wacana Christian University, Salatiga, Indonesia

Hanna Arini Parhusip, Master of Data Science, Faculty of Science and Mathematics, Satya Wacana Christian University, Salatiga, Indonesia

https://orcid.org/0000-0002-0129-830X

Suryasatria Trihandaru, Master of Data Science, Faculty of Science and Mathematics, Satya Wacana Christian University, Salatiga, Indonesia

https://orcid.org/0000-0002-7147-1673

259-268
- PDF
DOI : 10.15575/join.v9i2.1318 Abstract View : 587 PDF downloads: 341
File Integrity Monitoring as a Method for Detecting and Preventing Web Defacement Attacks

Candra Kurniawan, Department of Communication and Information Technology, Universitas Nasional, Indonesia

Agung Triayudi, Department of Communication and Information Technology, Universitas Nasional, Indonesia

https://orcid.org/0000-0002-1269-5888

276-285
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DOI : 10.15575/join.v9i2.1326 Abstract View : 782 PDF downloads: 504
Reviewing the Framework of Blockchain in Fake News Detection

Tanweer Alam, Faculty of Computer and Information Systems, Islamic University of Madinah, Saudi Arabia

https://orcid.org/0000-0003-2731-4627

Ruchi Gupta, Ajay Kumar Garg Engineering College, Ghaziabad, Uttar Pradesh, India

286-296
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DOI : 10.15575/join.v9i2.1349 Abstract View : 811 PDF downloads: 222

Vol. 9 No. 2 (2024)

Article

Cassava Diseases Classification using EfficientNet Model with Imbalance Data Handling

Strengthening the Authentication Mechanism of Blockchain-Based E-Voting System Using Post-Quantum Cryptography

CatBoost Optimization Using Recursive Feature Elimination

The Effect of the Number of Nodes on Data Communication Performance in Nomad Clusters Using the Gossip Protocol

Machine Learning Monitoring Model for Fertilization and Irrigation to Support Sustainable Cassava Production: Systematic Literature Review

Wave Downscaling Approach with TCN model, Case Study in Bengkulu, Indonesia

Comparison of EfficientNetB0 and EfficientNetB7 Models in Classifying Malaria Based on Blood Cells

Enhancing Remote Sensing Image Quality through Data Fusion and Synthetic Aperture Radar (SAR): A Comparative Analysis of CNN, Lightweight ConvNet, and VGG16 Models

Evaluating Readiness and Acceptance of Artificial Intelligence Adoption Among Elementary School Teachers

Detection of Drowsiness in Drivers Using Image Processing and Support Vector Machine (SVM) Classification

Identification of Inpari HDB 32 Superior Rice Seeds based on Android in Realtime with Artificial Neural Network

Prediction of Solar Radiation Data for Garlic Production in Magelang Regency Using Long Short-Term Memory

Predictive Performance Evaluation of ARIMA and Hybrid ARIMA-LSTM Models for Particulate Matter Concentration

File Integrity Monitoring as a Method for Detecting and Preventing Web Defacement Attacks

Reviewing the Framework of Blockchain in Fake News Detection

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