Vol 8, No 1 (2024)

his issue has been available online since 31th March 2024 for the regular issue of March 2024. All articles in this issue
(63 original research articles) were authored/co-authored by 257 authors from 11 countries (China, Indonesia, India, Iraq, Japan, Kazakhtan, Malaysia, Poland, Saudi Arabia,  South Korea and Vietnam).

     

Table of Contents

Regular

Artificial Intelligence and Machine Learning for Green Shipping: Navigating towards Sustainable Maritime Practices
Hoang Phuong Nguyen, Cao Thao Uyen Nguyen, Thi Men Tran, Quoc Hai Dang, Nguyen Dang Khoa Pham
PDF
1-17
Classifying Gender Based on Face Images Using Vision Transformer
Ganjar Gingin Tahyudin, Mahmud Dwi Sulistiyo, Muhammad Arzaki, Ema Rachmawati
PDF
18-25
Grey Level Differences Matrix for Alcoholic EEG Signal Classification
Bandiyah Sri Aprillia, Achmad Rizal, Muhammad Arik Geraldy Fauzi
PDF
26-30
Application-Level Caching Approach Based on Enhanced Aging Factor and Pearson Correlation Coefficient
Mulki Indana Zulfa, Sri Maryani, - Ardiansyah, Triyanna Widiyaningtyas, Waleed Ali
PDF
31-37
Classification of Lombok Songket and Sasambo Batik Motifs Using the Convolution Neural Network (CNN) Algorithm
Suthami Ariessaputra, Viviana Herlita Vidiasari, Sudi Mariyanto Al Sasongko, Budi Darmawan, Sabar Nababan
PDF
38-44
Harnessing a Better Future: Exploring AI and ML Applications in Renewable Energy
Tien Han Nguyen, Prabhu Paramasivam, Van Huong Dong, Huu Cuong Le, Duc Chuan Nguyen
PDF
55-78
Boosting Vehicle Classification with Augmentation Techniques across Multiple YOLO Versions
Shao Xian Tan, Jia You Ong, Kah Ong Michael Goh, Connie Tee
PDF
45-54
Smart Contract and IPFS Decentralized Storage for Halal Certification Process
Anak Agung Gde Agung, Irna Yuniar, Robbi Hendriyanto
PDF
79-87
Text-Based Content Analysis on Social Media Using Topic Modelling to Support Digital Marketing
Gandhi Surya Buana, Raras Tyasnurita, Nindita Cahya Puspita, Retno Aulia Vinarti, Faizal Mahananto
PDF
88-95
Text Mining for News Forecasting on The Turnback Hoax Website
Rio Wirawan, Erly Krisnanik, Artika Arista
PDF
96-106
Dark Web Financial Fraud Identification Using Mathematical Models in Healthcare Domain
Anand Singh Rajawat, S.B. Goyal, Ram Kumar Solanki, Amit Gadekar, Dipak Patil
PDF
107-114
Clustering Defensive Shariah-compliant Stocks Using Financial Performance as the Indicator
Nur Sara Zainudin, Choo-Yee Ting, Kok-Chin Khor, Keng-Hoong Ng, Gee-Kok Tong, Suraya Nurain Kalid
PDF
115-122
Pricing Decision System for Custom Design Batik
Nova Suparmanto, Anna Maria Sri Asih, Andi Sudiarso, Adhistya Erna Permanasari
PDF
123-133
Batik Classification using Microstructure Co-occurrence Histogram
Agus Eko Minarno, Indah Soesanti, Hanung Adi Nugroho
PDF
134-140
Predicting Battery Storage of Residential PV Using Long Short-Term Memory
Rizky Khaerul Maulana Rakasiwi, Kurnianingsih Kurnianingsih, Amin Suharjono, I Ketut Agung Enriko, Naoyuki Kubota
PDF
141-149
Handwritten Character Recognition using Deep Learning Algorithm with Machine Learning Classifier
Muhamad Arief Liman, Antonio Josef, Gede Putra Kusuma
PDF
150-157
An insight into the Application of AI in maritime and Logistics toward Sustainable Transportation
Van Vien Vu, Phuoc Tai Le, Thi Mai Thom Do, Thi Thuy Hieu Nguyen, Nguyen Bao Minh Tran, Prabhu Paramasivam, Thi Thai Le, Huu Cuong Le, Thanh Hieu Chau
PDF
158-174
SCOV-CNN: A Simple CNN Architecture for COVID-19 Identification Based on the CT Images
Toto Haryanto, Heru Suhartanto, Aniati Murni, Kusmardi Kusmardi, Marina Yusoff, Jasni Mohammad Zain
PDF
175-182
Analysis of Pneumonia on Chest X-Ray Images Using Convolutional Neural Network Model iResNet-RS
Didih Rizki Chandranegara, Vizza Dwi Vitanti, Wildan Suharso, Hardianto Wibowo, Sofyan Arifianto
PDF
183-189
Software Agent Simulation Design on the Efficiency of Food Delivery
Shahrinaz Ismail, Salama A Mostafa, Zirawani Baharum, Aldo Erianda, Mustafa Musa Jaber, Mohammed Ahmed Jubair, M. Hasmil Adiya
PDF
190-197
NasiQu: Designing Mobile Applications with the Concept of Social Entrepreneurship for Hunger People Using Agile Methods
Hendra Hidayat, Asmar Yulastri, Perengki Susanto, Zadrian Ardi, Henny Yustisia
PDF
198-206
Asana and Trello: A Comparative Assessment of Project Management Capabilities
Jihan Syafa Kamila, Muhammad Falah Marzuq
PDF
207-212
Impact of External Factors on Determining E-commerce Benefits among SMEs in Jakarta and Palembang
- Hardiyansyah, - Aries, Brian Garda Muchardie, Anneke Rillia
PDF
213-219
Modeling and Application of Credit Scoring Based on A Multi-Objective Approach to Debtor Data in PT. Bank Riau Kepri
- Sugianto, Yohana Dewi Lulu Widyasari, Kartina Diah Kusuma Wardhani
PDF
220-230
Comparison of Adam Optimization and RMS prop in Minangkabau-Indonesian Bidirectional Translation with Neural Machine Translation
Fadhli Almu'iini Ahda, Aji Prasetya Wibawa, Didik Dwi Prasetya, Danang Arbian Sulistyo
PDF
231-238
Data Pre-processing of Website Browsing Records: To Prepare Quality Dataset for Web Page Classification
Siti Hawa Apandi, Jamaludin Sallim, Rozlina Mohamed, Norkhairi Ahmad
PDF
239-246
Continuous Training of Recommendation System for Airbnb Listings Using Graph Learning
Yun Hong Chan, Kok Why Ng, Su Cheng Haw, Naveen Palanichamy
PDF
247-254
Architectural Visualization Approach Using Google SketchUp and Lumion on the Development of Maritime Tourism
Haedar Akib, - Ismail, Edi Suhardi Rahman, Ahmad Wahidiyat Haedar, Sirajuddin Saleh, Muhammad Rizal
PDF
255-261
Bibliometric Analysis of Research Development on the Topic of State Border Development Using VosViewer
Restuardy Daud, Marzidi Bur, Denok Sunarsi, Rudi Salam
PDF
262-269
A Comparative Study of Feature Selection Technique for Predicting the Professional Tennis Matches Outcome in a Grand Slam Tournament
Nur Amira Sariaty Ruslan, Zuraini Zainol, Ummul Fahri Abdul Rauf
PDF
270-278
Performance Analysis of Feature Mel Frequency Cepstral Coefficient and Short Time Fourier Transform Input for Lie Detection using Convolutional Neural Network
Dewi Kusumawati, Amil Ahmad Ilham, Andani Achmad, Ingrid Nurtanio
PDF
279-288
Modeling, Implementing and Evaluation a Decision Support System Used for Choosing the Best HVAC System in The Buildings, Case Study in Iraq
Ahmed Shihab Ahmed, Hussein Ali Salah
PDF
289-298
Development of a Java Library with Bacterial Foraging Optimization for Feature Selection of High-Dimensional Data
Tessy Badriyah, Iwan Syarif, Fitriani Rohmah Hardiyanti
PDF
299-308
Convolutional Neural Networks-Based For Predicting Aerodynamic Coefficient Of Airfoils At Ultra-Low Reynolds Number
Alief Sadlie Kasman, Arizal Akbar Zikri, Fariduzzaman Fariduzzaman, Wahyu Srigutomo
PDF
309-317
Personalized Learning Models Using Decision Tree and Random Forest Algorithms in Telecommunication Company
Alexander Bryan Wiratman, Wella Wella
PDF
318-325
Comparison Analysis of CXR Images in Detecting Pneumonia Using VGG16 and ResNet50 Convolution Neural Network Model
Nur Izdihar, Syarifah Bahiyah Rahayu, K Venkatesan
PDF
326-332
Econometric Model Using Arbitrage Pricing Theory and Quantile Regression to Estimate the Risk Factors Driving Crude Oil Returns
Sarit Maitra, Vivek Mishra, Sukanya Kundu, Manav Chopra
PDF
333-342
Developing Compliant Audit Information System for Information Security Index: A Study on Enhancing Institutional and Organizational Audits using Web-based Technology and ISO 25010:2011 Total Quality of Use Evaluation
Wahyu Adi Prabowo
PDF
343-351
Concept and Design of Anthropomorphic Robot Hand with a Finger Movement Mechanism based on a Lever for Humanoid Robot T-FLoW 3.0
Kevin Ilham Apriandy, Faiz Ulurrasyadi, Raden Sanggar Dewanto, Bima Sena Bayu Dewantara, Dadet Pramadihanto
PDF
352-360
Analysis of Job Recommendations in Vocational Education Using the Intelligent Job Matching Model
Geovanne Farell, Cho Nwe Zin Latt, Nizwardi Jalinus, Asmar Yulastri, Rido Wahyudi
PDF
361-367
A Classification Algorithm Inspired by the Chromatographic Separation Mechanism Dedicated to the Classification of Variable-length and Multi-class Vectors
Mariusz Święcicki
PDF
368-377
Minimum, Maximum, and Average Implementation of Patterned Datasets in Mapping Cryptocurrency Fluctuation Patterns
Rizky Parlika, Mustafid Mustafid, Basuki Rahmat
PDF
378-386
Network Attack Detection Using NeuroEvolution of Augmenting Topologies (NEAT) Algorithm
Tamara Zhukabayeva, Aigul Adamova, Khu Ven-Tsen, Zhanserik Nurlan, Yerik Mardenov, Nurdaulet Karabayev
PDF
387-394
Cluster Analysis of Japanese Whiskey Product Review Using K-Means Clustering
Deden Witarsyah, Moh Adli Akbar, Villy Satria Praditha, Maria Sugiat
PDF
395-400
Elevated Novice Developer Productivity and Self-efficacy by Promoting UX Journey in Software Requirement Elicitation
Wahyu Andhyka Kusuma, Azrul Hazri Jantan, Novia Indriaty Admodisastro, Noris Norowi
PDF
401-408
Distributed Aerial Image Stitching on Multiple Processors using Message Passing Interface
Alif Wicaksana Ramadhan, Fira Aulia, Ni Made Lintang Asvini Dewi, Idris Winarno, Sritrusta Sukaridhoto
PDF
409-416
Creation of Cultural Local Wisdom-Based Picture-Science Stories Application for the Introduction of Scientific Literacy for Early Childhood
Delfi Eliza, Trisna Mulyeni, Khairi Budayawan, Sri Hartati, Fisna Khairiah
PDF
417-424
Forum Text Processing and Summarization
Yen-Wei Mak, Hui-Ngo Goh, Amy Hui-Lan Lim
PDF
425-433
Programming Language Selection for The Development of Deep Learning Library
Oktavia Citra Resmi Rachmawati, Ali Ridho Barakbah, Tita Karlita
PDF
434-441
E-Nose for Piston Ring and Cylinder Block Condition Detection of Motorcycle Engine Based on MyRIO LabVIEW Programming
- Andrizal, Yul Antonisfia, Nadia Alfitri, - Junaldi
PDF
442-448
Automatic Cell Planning Method for Radio Network Optimization
Hasanah Putri, Izanoordina Ahmad, Alfin Hikmaturokhman, Dwi Haura Putri
PDF
449-455
A Comparative Analysis of Combination of CNN-Based Models with Ensemble Learning on Imbalanced Data
Xiaoling Gao, Muhammad Izzad Ramli, Syed Mohd Zahid Syed Zainal Ariffin
PDF
456-464
Development of an IoT-Based Egg Incubator with PID Control System and Web Application
Muhamad Cahyo Ardi Prabowo, Ilham Sayekti, Sri Astuti, Septiantar Tebe Nursaputro, Supriyati Supriyati
PDF
465-472
Optimizing Educational Assessment: The Practicality of Computer Adaptive Testing (CAT) with an Item Response Theory (IRT) Approach
Asrul Huda, Firdaus Firdaus, Dedy Irfan, Yeka Hendriyani, Almasri Almasri, Murni Sukmawati
PDF
473-480
Comparative Analysis of Machine Learning Algorithms for Health Insurance Pricing
Yoon-Teck Bau, Shuhail Azri Md Hanif
PDF
481-491
Coordination of The Apprenticeship Industrial Program with The Siakama Application
Henny Yustisia, Laras Oktavia Andreas, Risma Apdeni, Bambang Heriyadi, Jusmita Weriza
PDF
492-498
Secure Agent-Oriented Modelling with Web-based Security Application Development
Macklin Ak Limpan, Cheah Wai Shiang, Eaqerzilla Phang, Muhammad Asyraf bin Khairuddin, Nurfauza bt Jali
PDF
499-509
IoT Attack Detection using Machine Learning and Deep Learning in Smart Home
Sharifah Nabila S Azli Sham, Khairul Khalil Ishak, Noor Afiza Mat Razali, Normaizeerah Mohd Noor, Nor Asiakin Hasbullah
PDF
510-519
Reducing Cognitive Bias of Pre-Service History Teachers through Augmented Reality
Elfa Michellia Karima, Nurlizawati Nurlizawati, Firza Firza, Nur Fatah Abidin, Yusuf Ibrahim
PDF
520-525
COVID-19 Social Distancing Tracking and Monitoring System (SDMOS-19)
Nurafrina Arrysya Binti Abdullah, Nur Diyana Binti Kamarudin, Siti Noormiza Makhtar, Ruzanna Mat Jusoh, Alde Alanda
PDF
526-534
Offline Handwriting Writer Identification using Depth-wise Separable Convolution with Siamese Network
Wirmanto Suteddy, Devi Aprianti Rimadhani Agustini, Dastin Aryo Atmanto
PDF
535-541
Fuzzy Soft Set Clustering for Categorical Data
Iwan Tri Riyadi Yanto, Ani Apriani, Rofiul Wahyudi, Cheah WaiShiang, - Suprihatin, Rahmat Hidayat
PDF
542-547
The Impact of Online Learning on NDUM Students During COVID-19
Sari Nashikim Radin Iskandar, Mohammad Khairuddin Adib, Mohd Rizal Mohd Isa, Sharifah Aishah Syed Ali, Mohd Afizi Mohd Shukran, Kamaruzaman Maskat
PDF
548-553