Vol 6, No 1 (2022)

This issue has been available online since 31th March 2022 for the regular issue of March 2022. All articles in this issue
(20 original research articles) were authored/co-authored by 75 authors from 7 countries (Ecuador, Greece, Indonesia, Malaysia, Netherlands, South Korea and Taiwan).

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Table of Contents

Regular

Investigation of RGB to HSI Conversion Methods for Early Plant Disease Detection Using Hierarchical Synthesis Convolutional Neural Networks
Raseeda Hamzah, Khyrina Airin Fariza Abu Samah, Muhammad Faiz Abdullah, Sharifalillah Nordin
PDF
1-5
Batik Classification Using Convolutional Neural Network with Data Improvements
Dewa Gede Trika Meranggi, Novanto Yudistira, Yuita Arum Sari
PDF
6-11
Classification of Diabetic Retinopathy Disease Using Convolutional Neural Network
Agus Eko Minarno, Mochammad Hazmi Cokro Mandiri, Yufis Azhar, Fitri Bimantoro, Hanung Adi Nugroho, Zaidah Ibrahim
PDF
12-18
Classifying Vehicle Types from Video Streams for Traffic Flow Analysis Systems
Imran B. Mu’azam, Nor Fatihah Ismail, Salama A. Mostafa, Zirawani Baharum, Taufik Gusman, Dewi Nasien
PDF
19-25
Image Captioning with Style Using Generative Adversarial Networks
Dennis Setiawan, Maria Astrid Coenradina Saffachrissa, Shintia Tamara, Derwin Suhartono
PDF
26-32
Cataract Classification Based on Fundus Images Using Convolutional Neural Network
Richard Bina Jadi Simanjuntak, Yunendah Fu’adah, Rita Magdalena, Sofia Saidah, Abel Bima Wiratama, Ibnu Da’wan Salim Ubaidah
PDF
33-38
SD-Honeypot Integration for Mitigating DDoS Attack Using Machine Learning Approaches
Fauzi Dwi Setiawan Sumadi, Alrizal Rakhmat Widagdo, Abyan Faishal Reza, - Syaifuddin
PDF
39-44
Developing Fire Evacuation Simulation Through Emotion-based BDI Methodology
Celine Haren Paschal, Cheah Wai Shiang, Sim Keng Wai, Muhammad Asyraf bin Khairuddin
PDF
45-52
Design of a Low-area Digit Recognition Accelerator Using MNIST Database
Joonyub Kwon, Sunhee Kim
PDF
53-59
Immersive Applications in Museums: An Analysis of the Use of XR Technologies and the Provided Functionality Based on Systematic Literature Review
Vasileios Komianos
PDF
60-73
Implementing Random Forest Algorithm in GEE: Separation and Transferability on Built-Up Area in Central Java, Indonesia
Aninda W. Rudiastuti, Yustisi Lumban-Gaol, Florence E. S. Silalahi, Yosef Prihanto, Widodo S. Pranowo
PDF
74-82
Predictive Algorithms Analysis to Improve Sustainable Mobility
Oscar Dario León-Granizo, Miguel Botto-Tobar
PDF
83-89
Tree-based Filtering in Pulse-Line Intersection Method Outputs for An Outlier-tolerant Data Processing
Cahya Damarjati, Karisma Trinanda Putra, Heri Wijayanto, Hsing-Chung Chen, Toha Ardi Nugraha
PDF
90-95
Brain Tumor Identification Based on VGG-16 Architecture and CLAHE Method
Suci Aulia, Dadi Rahmat
PDF
96-102
Design on Novel Door Lock Using Minimizing Physical Exposure and Fingerprint Recognition Technology
Seungdo Jeong
PDF
103-108
Prototype of Integrated National Identity Storage Security System in Indonesia using Blockchain Technology
Rana Zaini Fathiyana, Syifa Nurgaida Yutia, Dinda Jaelani Hidayat
PDF
109-116
Autonomous Robot System Based on Room Nameplate Recognition Using YOLOv4 Method on Jetson Nano 2GB
Muhammad Pandu Dwi Cahyo, Fitri Utaminingrum
PDF
117-123
Simultaneous Hydroponic Nutrient Control Automation System Based on Internet of Things
Demi Adidrana, Ade Rahmat Iskandar, Ade Nurhayati, - Suyatno, Mohamad Ramdhani, Kharisma Bani Adam, Rizki Ardianto, Cahyantari Ekaputri
PDF
124-129
The Best Malaysian Airline Companies Visualization through Bilingual Twitter Sentiment Analysis: A Machine Learning Classification
Khyrina Airin Fariza Abu Samah, Nur Farhanah Amirah Misdan, Mohd Nor Hajar Hasrol Jono, Lala Septem Riza
PDF
130-137
An Android Malware Detection System using a Knowledge-based Permission Counting Method
Sun-A Lee, A-Reum Yoon, Ji-Won Lee, Kwangjae Lee
PDF
138-144