Volume 9, Issue 4

Volume 9, Issue 4

This issue of our journal shares new ideas and practical solutions from different fields like health, education, environment, and technology. The 12 research papers included focus on real-world problems and offer simple, smart ways to solve them using modern tools like AI, IoT, and augmented reality. From helping farmers predict seawater temperatures with limited data, to improving brain tumor detection, and even making robots understand both voice and gestures, these studies show how technology can improve lives. Other topics include safer gas monitoring at home, better mental health tracking, and improving school learning with virtual tools.

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Editorial
Editorial
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Front Cover

Advances in Science, Technology and Engineering Systems Journal, Volume 9, Issue 4, Page # i–i, 2024
Editorial
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Editorial Board

Advances in Science, Technology and Engineering Systems Journal, Volume 9, Issue 4, Page # ii–iii, 2024
Editorial
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Editorial

Advances in Science, Technology and Engineering Systems Journal, Volume 9, Issue 4, Page # iv–vi, 2024
Editorial
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Table of Contents

Advances in Science, Technology and Engineering Systems Journal, Volume 9, Issue 4, Page # vii–vii, 2024
Articles
Open Access Article
6 Pages, 2,007 KB Download PDF

Proposal and Implementation of Seawater Temperature Prediction Model using Transfer Learning Considering Water Depth Differences

Advances in Science, Technology and Engineering Systems Journal, Volume 9, Issue 4, Page # 01–06, 2024; DOI: 10.25046/aj090401
Abstract:

Aquaculture is one of the most important industries worldwide, and most marine products are produced by aquaculture. On the other hand, the aquaculture farmers are faced on the challenge of damage to marine products due to abnormal seawater temperatures. Research on seawater temperature prediction have been conducted, but many of them require a large amount…

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(This article belongs to the SP16 (Special Issue on Computing, Engineering and Multidisciplinary Sciences 2024) & Section Marine Engineering (EMR))
Open Access Article
7 Pages, 2,587 KB Download PDF

Hybrid Optical Scanning Holography for Automatic Three-Dimensional Reconstruction of Brain Tumors from MRI using Active Contours

Advances in Science, Technology and Engineering Systems Journal, Volume 9, Issue 4, Page # 07–13, 2024; DOI: 10.25046/aj090402
Abstract:

This paper presents a method for automatic 3D segmentation of brain tumors in MRI using optical scanning holography. Automatic segmentation of tumors from 2D slices (coronal, sagittal and axial) enables efficient 3D reconstruction of the region of interest, eliminating the human errors of manual methods. The method uses enhanced optical scanning holography with a cylindrical…

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(This article belongs to Section Optics (OPT))
Open Access Article
7 Pages, 1,851 KB Download PDF

From Sensors to Data: Model and Architecture of an IoT Public Network

Advances in Science, Technology and Engineering Systems Journal, Volume 9, Issue 4, Page # 14–20, 2024; DOI: 10.25046/aj090403
Abstract:

RetePAIoT of Emilia-Romagna region is an IoT Public Network, financed by Emilia-Romagna Region and developed by Lepida Scpa, where citizens, private companies and Public Administrations can integrate free of charge their own sensors of any type and anywhere in the region. The main objective of the project is to provide a facility to implement the…

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(This article belongs to Section Hardware & Architecture in Computer Science (CHA))
Open Access Article
14 Pages, 1,599 KB Download PDF

GPT-Enhanced Hierarchical Deep Learning Model for Automated ICD Coding

Advances in Science, Technology and Engineering Systems Journal, Volume 9, Issue 4, Page # 21–34, 2024; DOI: 10.25046/aj090404
Abstract:

In healthcare, accurate communication is critical, and medical coding, especially coding using the ICD (International Classification of Diseases) standards, plays a vital role in achieving this accuracy. Traditionally, ICD coding has been a time-consuming manual process performed by trained professionals, involving the assignment of codes to patient records, such as doctor’s notes. In this paper,…

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(This article belongs to the SP16 (Special Issue on Computing, Engineering and Multidisciplinary Sciences 2024) & Section Hardware & Architecture in Computer Science (CHA))
Open Access Article
16 Pages, 1,621 KB Download PDF

Early Detection of SMPS Electromagnetic Interference Failures Using Fuzzy Multi-Task Functional Fusion Prediction

Advances in Science, Technology and Engineering Systems Journal, Volume 9, Issue 4, Page # 35–50, 2024; DOI: 10.25046/aj090405
Abstract:

This study addresses the need for improved prognostics in switch-mode power supplies (SMPS) that incorporate electromagnetic interference (EMI) filters, with a focus on aluminum electrolytic capacitors, which are critical for the reliability of these systems. The primary aim is to develop a robust model-based approach that can accurately predict the degradation and operational lifetime of…

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(This article belongs to the SP16 (Special Issue on Computing, Engineering and Multidisciplinary Sciences 2024) & Section Electrical Engineering (ELE))
Open Access Article
9 Pages, 3,765 KB Download PDF

Integrating Speech and Gesture for Generating Reliable Robotic Task Configuration

Advances in Science, Technology and Engineering Systems Journal, Volume 9, Issue 4, Page # 51–59, 2024; DOI: 10.25046/aj090406
Abstract:

This paper presents a system that combines speech and pointing gestures along with four distinct hand gestures to precisely identify both the object of interest and parameters for robotic tasks. We utilized skeleton landmarks to detect pointing gestures and determine their direction, while a pre-trained model, trained on 21 hand landmarks from 2D images, was…

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(This article belongs to the SP16 (Special Issue on Computing, Engineering and Multidisciplinary Sciences 2024) & Section Robotics (ROB))
Open Access Article
13 Pages, 484 KB Download PDF

On Mining Most Popular Packages

Advances in Science, Technology and Engineering Systems Journal, Volume 9, Issue 4, Page # 60–72, 2024; DOI: 10.25046/aj090407
Abstract:

In this paper, we will discuss two algorithms to solve the so-called package design problem, by which a set of queries (referred to as a query log) is represented by a collection of bit strings with each indicating the favourite activities or items of customers. For such a query log, we are required to design…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open Access Article
6 Pages, 14,807 KB Download PDF

Effectiveness of a voice analysis technique in the assessment of depression status of individuals from Ho Chi Minh City, Viet Nam: A cross-sectional study

Advances in Science, Technology and Engineering Systems Journal, Volume 9, Issue 4, Page # 73–78, 2024; DOI: 10.25046/aj090408
Abstract:

The Mind Monitoring System (MIMOSYS) is a novel voice analysis technique for mental health assessment that has been validated in some languages; however, no research has been conducted on the Vietnamese yet. This study aimed to examine the ability of the Vitality score extracted from the MIMOSYS system to assess depression status based on the…

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(This article belongs to Section Biomedical Engineering (EBI))
Open Access Article
14 Pages, 2,353 KB Download PDF

IoT and Business Intelligence Based Model Design for Liquefied Petroleum Gas (LPG) Distribution Monitoring

Advances in Science, Technology and Engineering Systems Journal, Volume 9, Issue 4, Page # 79–92, 2024; DOI: 10.25046/aj090409
Abstract:

Gas leakage caused by various causes poses significant risks to public safety. To address this problem, an intelligent model is proposed for the accurate monitoring of Liquefied Petroleum Gas (LPG) distribution based on the integration of Internet of Things (IoT) and Business Intelli- gence (BI) technologies. Through the use of sensors and actuators, it seeks…

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(This article belongs to Section Information Systems in Computer Science (CIS))
Open Access Article
9 Pages, 983 KB Download PDF

Digitalization Review for American SMEs

Advances in Science, Technology and Engineering Systems Journal, Volume 9, Issue 4, Page # 93–101, 2024; DOI: 10.25046/aj090410
Abstract:

SME big data maturity models will be reviewed in this study to identify systematic publications related to the subject. For SMEs to remain competitive, digitalization is essential. Due to limited resources, SMEs need to be more proactive in digitalization. Still, the benefits, such as operational efficiency, cost reduction, quality improvement, and innovative culture, make digitalization…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open Access Article
8 Pages, 823 KB Download PDF

Energy Management Policy and Strategies in ASEAN

Advances in Science, Technology and Engineering Systems Journal, Volume 9, Issue 4, Page # 102–109, 2024; DOI: 10.25046/aj090411
Abstract:

This research analyses the challenges faced by ASEAN countries in managing its energy efficiencies and resources due to rapid economic growth, increasing energy demand, and diverse energy infrastructures across member states. This paper explores the energy management policies and strategies within the ASEAN region, focusing on the integration of energy efficiency measures, renewable energy initiatives,…

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(This article belongs to the SP17 (Special Issue on Innovation in Computing, Engineering Science & Technology 2024-25) & Section Energy & Fuels (ENF))
Open Access Article
9 Pages, 1,187 KB Download PDF

Assistive System for Collaborative Assembly Task using Augmented Reality

Advances in Science, Technology and Engineering Systems Journal, Volume 9, Issue 4, Page # 110–118, 2024; DOI: 10.25046/aj090412
Abstract:

Augmented reality (AR) technology has been increasingly used in developing teaching materials with the aim of sparking more interest in technology (T) and engineering (E) among students in STEM education. In the proposed system, AR is integrated with an educational robot controlled by a KidBright microcontroller board, developed by the Educational Technology research team (EDT)…

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(This article belongs to the SP17 (Special Issue on Innovation in Computing, Engineering Science & Technology 2024-25) & Section Education (EDU))

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