Vol. 8 No. 1 (2023)

This issue has been available online since 28 June 2023. All articles in this issue (15 original research articles) were authored/co-authored by 2 countries (Indonesia and Malaysia).

DOI: https://doi.org/10.15575/join.v8i1

Published: 2023-06-28

Article

Regression Analysis for Crop Production Using CLARANS Algorithm

Arie Vatresia, 1) Research Center for Computing, The National Research and Innovation Agency, Bogor, Indonesia 2) Informatics, Engineering Faculty, Universitas Bengkulu, Indonesia, Indonesia

https://orcid.org/0000-0001-9789-3498

Ruvita Faurina, Informatics, Engineering Faculty, Universitas Bengkulu, Indonesia, Indonesia

Yanti Simanjuntak, Informatics, Engineering Faculty, Universitas Bengkulu, Indonesia, Indonesia

1-10
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DOI : 10.15575/join.v8i1.1031 Abstract View : 648 PDF downloads: 778
Scalability Testing of Land Forest Fire Patrol Information Systems

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

Imas Sukaesih Sitanggang, Department of Computer Science, IPB University, Bogor, Indonesia, Indonesia

Hendra Rahmawan, Department of Computer Science, IPB University, Bogor, Indonesia, Indonesia

11-18
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DOI : 10.15575/join.v8i1.977 Abstract View : 292 PDF downloads: 467
Social Network Analysis: Identification of Communication and Information Dissemination (Case Study of Holywings)

Umar Aditiawarman, Department of Computer Science, Universitas Nusa Putra, Indonesia

Mega Lumbia, Department of Computer Science, Universitas Nusa Putra, Indonesia

Teddy Mantoro, Department of Computer Science, Sampoerna University, Indonesia

Adamu Abubakar Ibrahim, Information and Communication Technology, International Islamic University Malaysia, Indonesia

19-26
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DOI : 10.15575/join.v8i1.911 Abstract View : 498 PDF downloads: 677
Run Length Encoding Compresion on Virtual Tour Campus to Enhance Load Access Performance

Ade Bastian, Department of Informatics, Faculty of Engineering,Universitas Majalengka, Indonesia, Indonesia

https://orcid.org/0000-0001-7257-1185

Ardi Mardiana, Department of Informatics, Faculty of Engineering,Universitas Majalengka, Indonesia, Indonesia

Mega Berliani, Department of Informatics, Faculty of Engineering,Universitas Majalengka, Indonesia, Indonesia

Mochammad Bagasnanda Firmansyah, Department of Informatics, Faculty of Engineering,Universitas Majalengka, Indonesia, Indonesia

27-35
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DOI : 10.15575/join.v8i1.1000 Abstract View : 278 PDF downloads: 336
The Implementation of Restricted Boltzmann Machine in Choosing a Specialization for Informatics Students

Vinna Rahmayanti Setyaning Nastiti, Department of Informatics, Universitas Muhammadiyah Malang, Indonesia, Indonesia

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

Bella Chintia Eka Merita, Department of Informatics, Universitas Muhammadiyah Malang, Indonesia, Indonesia

36-43
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DOI : 10.15575/join.v8i1.917 Abstract View : 242 PDF downloads: 311
Implementation of Generative Adversarial Network to Generate Fake Face Image

Jasman Pardede, Department of Informatics, Faculty of Industry, Institut Teknologi Nasional Bandung, Indonesia, Indonesia

Anisa Putri Setyaningrum, Department of Informatics, Faculty of Industry, Institut Teknologi Nasional Bandung, Indonesia, Indonesia

44-51
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DOI : 10.15575/join.v8i1.790 Abstract View : 370 PDF downloads: 780
Catbreedsnet: An Android Application for Cat Breed Classification Using Convolutional Neural Networks

Anugrah Tri Ramadhan, Department of Informatics Engineering, Universitas Dian Nuswantoro, Indonesia, Indonesia

Abas Setiawan, Department of Computer Science, Faculty of Mathematics and Natural Science, Universitas Negeri Semarang, Indonesia, Indonesia

52-60
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DOI : 10.15575/join.v8i1.1007 Abstract View : 646 PDF downloads: 566
Malware Image Classification Using Deep Learning InceptionResNet-V2 and VGG-16 Method

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

Jafar Shodiq Djawas, Department of Informatics, University of Muhammadiyah Malang, Indonesia, Indonesia

Faiq Azmi Nurfaizi, Department of Informatics, University of Muhammadiyah Malang, Indonesia, Indonesia

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

61-71
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DOI : 10.15575/join.v8i1.1051 Abstract View : 419 PDF downloads: 309
Comparative Analysis of Machine Learning-based Forest Fire Characteristics in Sumatra and Borneo

Ayu Shabrina, School of Computing, Telkom University, Bandung, Indonesia, Indonesia

Intan Nuni Wahyuni, Reseach Center for Computing, The National Research and Innovation Agency of Indonesia, Indonesia

Arnida L Latifah, 1) Reseach Center for Computing, The National Research and Innovation Agency of Indonesia 2) School of Computing, Telkom University, Bandung, Indonesia, Indonesia

72-80
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DOI : 10.15575/join.v8i1.1035 Abstract View : 372 PDF downloads: 678
Implementation of Ant Colony Optimization – Artificial Neural Network in Predicting the Activity of Indenopyrazole Derivative as Anti-Cancer Agent

Isman Kurniawan, School of Computing, Telkom University, Bandung, Indonesia, Indonesia

Nabilla Kamil, School of Computing, Telkom University, Bandung, Indonesia, Indonesia

Annisa Aditsania, School of Computing, Telkom University, Bandung, Indonesia, Indonesia

Erwin Budi Setiawan, School of Computing, Telkom University, Bandung, Indonesia, Indonesia

81-90
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DOI : 10.15575/join.v8i1.1055 Abstract View : 293 PDF downloads: 207
Data Mining for Heart Disease Prediction Based on Echocardiogram and Electrocardiogram Data

Tb Ai Munandar, Department of Informatics, Universitas Bhayangkara Jakarta Raya, Indonesia, Indonesia

91-98
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DOI : 10.15575/join.v8i1.1027 Abstract View : 391 PDF downloads: 579
Classification of Stunting in Children Using the C4.5 Algorithm

Muhajir Yunus, Master Program of Informatics, Universitas Ahmad Dahlan, Indonesia , Indonesia

Muhammad Kunta Biddinika, Master Program of Informatics, Universitas Ahmad Dahlan, Indonesia , Indonesia

Abdul Fadlil, Electrical Engineering, Universitas Ahmad Dahlan, Indonesia, Indonesia

99-106
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DOI : 10.15575/join.v8i1.1062 Abstract View : 783 PDF downloads: 751
Multi-Step Vector Output Prediction of Time Series Using EMA LSTM

Mohammad Diqi, Department of Informatics, Universitas Respati Yogyakarta, Indonesia, Indonesia

https://orcid.org/0000-0002-9012-9080

Ahmad Sahal, Department of Information Technology, Universitas Respati Yogyakarta, Indonesia, Indonesia

https://orcid.org/0000-0001-6771-4233

Farida Nur Aini, Department of Information Technology, Universitas Respati Yogyakarta, Indonesia, Indonesia

107-114
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DOI : 10.15575/join.v8i1.1037 Abstract View : 437 PDF downloads: 470
Texture Analysis of Citrus Leaf Images Using BEMD for Huanglongbing Disease Diagnosis

Sumanto, 1) Department of Computer Science, IPB University, Indonesia 2) Department of Information System, Universitas Bina Sarana Informatika, Indonesia, Indonesia

Agus Buono, Department of Computer Science, IPB University, Indonesia, Indonesia

Karlisa Priandana, Department of Computer Science, IPB University, Indonesia, Indonesia

Bib Paruhum Silalahi, Department of Mathematics, IPB University, Indonesia, Indonesia

Elisabeth Sri Hendrastuti, Department of Plant Protection, IPB University, Indonesia, Indonesia

115-121
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DOI : 10.15575/join.v8i1.1075 Abstract View : 313 PDF downloads: 35
Digital Image Processing Using YCbCr Colour Space and Neuro Fuzzy to Identify Pornography

Beki Subaeki, Department of Information System, Faculty of Engineering, Sangga Buana University Bandung, Indonesia, Indonesia

Yana Aditia Gerhana, Department of Informatics, UIN Sunan Gunung Djati Bandung, Indonesia, Indonesia

Meta Barokatul Karomah Rusyana, Department of Informatics, UIN Sunan Gunung Djati Bandung, Indonesia, Indonesia

Khaerul Manaf, Department of Information System, Faculty of Engineering, Sangga Buana University Bandung, Indonesia, Indonesia

122-130
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DOI : 10.15575/join.v8i1.1070 Abstract View : 360 PDF downloads: 251

Vol. 8 No. 1 (2023)

Article

Regression Analysis for Crop Production Using CLARANS Algorithm

Scalability Testing of Land Forest Fire Patrol Information Systems

Social Network Analysis: Identification of Communication and Information Dissemination (Case Study of Holywings)

Run Length Encoding Compresion on Virtual Tour Campus to Enhance Load Access Performance

The Implementation of Restricted Boltzmann Machine in Choosing a Specialization for Informatics Students

Implementation of Generative Adversarial Network to Generate Fake Face Image

Catbreedsnet: An Android Application for Cat Breed Classification Using Convolutional Neural Networks

Malware Image Classification Using Deep Learning InceptionResNet-V2 and VGG-16 Method

Comparative Analysis of Machine Learning-based Forest Fire Characteristics in Sumatra and Borneo

Implementation of Ant Colony Optimization – Artificial Neural Network in Predicting the Activity of Indenopyrazole Derivative as Anti-Cancer Agent

Data Mining for Heart Disease Prediction Based on Echocardiogram and Electrocardiogram Data

Classification of Stunting in Children Using the C4.5 Algorithm

Multi-Step Vector Output Prediction of Time Series Using EMA LSTM

Texture Analysis of Citrus Leaf Images Using BEMD for Huanglongbing Disease Diagnosis

Digital Image Processing Using YCbCr Colour Space and Neuro Fuzzy to Identify Pornography

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