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Open AccessArticle
10 Pages, 641 KB Download PDF

Application of EARLYBREAK for Line Segment Hausdorff Distance for Face Recognition

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 557–566, 2020; DOI: 10.25046/aj050466
Abstract:

The Hausdorff distance (HD) is defined as MAX-MIN distance between two geometric objects for measuring the dissimilarity between two objects. Because MAX-MIN distance is sensitive with the outliers, in face recognition field, average Hausdorff distance is used for measuring the dissimilarity between two sets of features. The computational complexity of HD, and also average HD,…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
8 Pages, 1,120 KB Download PDF

Human-Robot Multilingual Verbal Communication – The Ontological knowledge and Learning-based Models

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 540–547, 2020; DOI: 10.25046/aj050464
Abstract:

In their verbal interactions, humans are often afforded with language barriers and communication problems and disabilities. This problem is even more serious in the fields of education and health care for children with special needs. The use of robotic agents, notably humanoids integrated within human groups, is a very important option to face these limitations.…

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(This article belongs to the iraset-20 (Special Issue on Innovative Research in Applied Science, Engineering and Technology 2020) & Section Robotics (ROB))
Open AccessArticle
12 Pages, 1,087 KB Download PDF

Artificial Intelligence Approach for Target Classification: A State of the Art

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 445–456, 2020; DOI: 10.25046/aj050453
Abstract:

The classification of static or mobile objects, from a signal or an image containing information as to their structure or their form, constitutes a constant concern of specialists in the electronic field. The remarkable progress made in past years, particularly in the development of neural networks and artificial intelligence systems, has further accentuated this trend.…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
7 Pages, 1,217 KB Download PDF

A CNN-based Differential Image Processing Approach for Rainfall Classification

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 438–444, 2020; DOI: 10.25046/aj050452
Abstract:

With the aim of preventing hydro-geological risks and overcoming the problems of current rain gauges, this paper proposes a low-complexity and cost-effective video rain gauge. In particular, in this paper the authors propose a new approach to rainfall classification based on image processing and video matching process employing convolutional neural networks (CNN). The system consists…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
6 Pages, 867 KB Download PDF

Effects of Oversampling SMOTE in the Classification of Hypertensive Dataset

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 432–437, 2020; DOI: 10.25046/aj050451
Abstract:

Hypertensive or high blood pressure is a medical condition that can be driven by several factors. These factors or variables are needed to build a classification model of the hypertension dataset. In the construction of classification models, class imbalance problems are often found due to oversampling. This research aims to obtain the best classification model…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
7 Pages, 1,844 KB Download PDF

Development of Soil Moisture Monitoring by using IoT and UAV-SC for Smart Farming Application

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 381–387, 2020; DOI: 10.25046/aj050444
Abstract:

Soil moisture is a fundamental factor for smart farming that is used to control the water management system. In this paper, the unmanned aerial vehicle (UAV) small cell (UAV-SC) can provide Internet of things (IoT) as the hotspot mobility network, due to the minimum limitation energy of connected IoT. The development of ground sensor (GS)…

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(This article belongs to the iraset-20 (Special Issue on Innovative Research in Applied Science, Engineering and Technology 2020) & Section Agricultural Engineering (AEN))
Open AccessArticle
11 Pages, 2,328 KB Download PDF

Bilateral Communication Device for Deaf-Mute and Normal People

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 363–373, 2020; DOI: 10.25046/aj050442
Abstract:

Communication is a bilateral process and being understood by the person you are talking to is a must. Without the ability to talk nor hear, a person would endure such handicap. Given that hearing and speech are missing, many have ventured to open new communication methods for them through sign language. This bilateral communication device…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Psychiatry (PSY))
Open AccessArticle
8 Pages, 2,243 KB Download PDF

Buffering Supercapacitor Mechanism based on Bidirectional DC/DC Converter for Mini All-Terrain Vehicle Application

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 244–251, 2020; DOI: 10.25046/aj050430
Abstract:

Fundamentally, the Bidirectional DC/DC converter consists of Buck and Boost modes, which working alternately. Hence, it has two output directions: Buck mode for decreasing the voltage and Boost mode for increasing the voltage at certain levels. In this work, we applied a non-isolated topology of the Bidirectional DC/DC converter for electric vehicle, that is mini…

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(This article belongs to Section Electrical Engineering (ELE))
Open AccessArticle
10 Pages, 1,117 KB Download PDF

Malware Classification Based on System Call Sequences Using Deep Learning

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 207–216, 2020; DOI: 10.25046/aj050426
Abstract:

Malware has always been a big problem for companies, government agencies, and individuals because people still use it as a primary tool to influence networks, applications, and computer operating systems to gain unilateral benefits. Until now, malware detection with heuristic and signature-based methods are still struggling to keep up with the evolution of malware. Machine…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
7 Pages, 1,548 KB Download PDF

High-Order Thinking Skills: The Educational Treasure Hunt Game

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 196–202, 2020; DOI: 10.25046/aj050424
Abstract:

Many people who have no experience want to make Games. Among them are people who only like to play Games, people who want to make business through Games, and there are also people who really want to make Games. Assume making the game is very difficult and confusing, but forget the many examples that already…

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(This article belongs to Section Software Engineering in Computer Science (CSE))
Open AccessArticle
13 Pages, 3,201 KB Download PDF

Maximum Power-Point Tracking and Stall Control with Eddy Current Brake System on Small-Scaled Wind Turbines and its Application on Agricultural Harvesting

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 81–93, 2020; DOI: 10.25046/aj050411
Abstract:

This research aims to enhance the generated power of the small-scaled wind turbine using the eddy current brake system and Maximum Power Point Tracking (MPPT) control method. We analyzed the behavior of the generated power and power factor, with and without the MPPT control which implemented by eddy current brake system. Also, the feasibility of…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Electrical Engineering (ELE))
Open AccessArticle
7 Pages, 1,092 KB Download PDF

Fraud Detection Call Detail Record Using Machine Learning in Telecommunications Company

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 63–69, 2020; DOI: 10.25046/aj050409
Abstract:

Fraud calls have a serious impact on telecommunications operator revenues. Fraud detection is very important because service providers can feel a significant loss of income. We conducted a fraud research case study on one of the operators that experienced fraud in 2009 and 2018. Call Detail Record (CDR) containing records of customer conversations such as…

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(This article belongs to Section Information Systems in Computer Science (CIS))
Open AccessArticle
7 Pages, 866 KB Download PDF

A Mobile Application Design to Prevent Criminal Acts in Lima, Peru

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 40–46, 2020; DOI: 10.25046/aj050406
Abstract:

In the province of Lima, Peru, criminal acts are increasing every day; it is a social problem that affects many people, who often try with the life of the indignant person, becoming the greatest fear of the community. For this reason, a mobile application was designed that allows the inhabitants to report and share the…

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(This article belongs to Section Information Systems in Computer Science (CIS))
Open AccessArticle
6 Pages, 631 KB Download PDF

Citizen Behavior: The Evaluation of Complaint Application that Connected to Smart City

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 24–29, 2020; DOI: 10.25046/aj050403
Abstract:

SIARAN is application which is created by Government of South Tangerang City, Indonesia. The application is e-government services social media based. It is designed for citizens to be able to report problems that occur around South Tangerang City. The research was conducted to find out the factors that affect the intention of SIARAN’s users. The…

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(This article belongs to Section Information Systems in Computer Science (CIS))
Open AccessArticle
7 Pages, 1,424 KB Download PDF

Offline Signature Recognition and Verification Using ORB Key Point Matching Techniques

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 01–07, 2020; DOI: 10.25046/aj050401
Abstract:

An extensive work has been carried out in the field of human transcribe-verification and transcribe-recognition by extensive scholars across the globe from past decades. In order to demeanour immense experiments for considering the performance of the newly intended models and to substantiate the efficacy of the proposed model which is moderately required. This paper monologue…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Information Systems in Computer Science (CIS))
Open AccessArticle
7 Pages, 1,179 KB Download PDF

Warehouse Relocation of a Company in the Automotive Industry Using P-median

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 3, Page # 576–582, 2020; DOI: 10.25046/aj050372
Abstract:

To have enough information on time can be helpful when companies try to reduce costs and operate more efficiently. An international company that supplies parts for the automotive industry is currently testing its new facilities in Mexico. The relocation of the raw materials and finished goods warehouses were tested using a P-Median model. The operating…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Industrial Engineering (EID))
Open AccessArticle
10 Pages, 1,469 KB Download PDF

Efficient Discretization Approaches for Machine Learning Techniques to Improve Disease Classification on Gut Microbiome Composition Data

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 3, Page # 547–556, 2020; DOI: 10.25046/aj050368
Abstract:

The human gut environment can contain hundreds to thousands bacterial species which are proven that they are associated with various diseases. Although Machine learning has been supporting and developing metagenomic researches to obtain great achievements in personalized medicine approaches to improve human health, we still face overfitting issues in Bioinformatics tasks related to metagenomic data…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Psychiatry (PSY))
Open AccessArticle
8 Pages, 858 KB Download PDF

The Application of Mobile Learning Technologies at Malaysian Universities Through Mind Mapping Apps for Augmenting Writing Performance

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 3, Page # 510–517, 2020; DOI: 10.25046/aj050363
Abstract:

21st century learning focuses on the flow of information, media, and technology. In Malaysia, many university students face problems in English writing. Thus, students should be exposed to the technology training in innovative ways to produce students with a dynamic in this ever-changing world. Recently, the transformation and the evolution of mobile have created a…

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(This article belongs to Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
9 Pages, 1,061 KB Download PDF

Spot Toyota: Design and Development of a Mobile Application for Toyota’s Promotion Actions to the Young Audience

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 3, Page # 469–477, 2020; DOI: 10.25046/aj050358
Abstract:

This project aims to demonstrate the importance that digital media can have to the development of loyalty programs, namely in creating empathy and proximity relationships between brands and their target audience: young people. This study consisted of the creation of a digital platform for Toyota Portugal, named Spot Toyota, to communicate actions promoted by the…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Operations Research & Management Science (ORM))
Open AccessArticle
14 Pages, 1,346 KB Download PDF

Racial Categorization Methods: A Survey

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 3, Page # 388–401, 2020; DOI: 10.25046/aj050350
Abstract:

Face explicitly provides the direct and quick way to evaluate human soft biometric information such as race, age and gender. Race is a group of human beings who differ from human beings of other races with respect to physical or social attributes. Race identification plays a significant role in applications such as criminal judgment and…

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(This article belongs to the SP8 (Special Issue on Multidisciplinary Sciences and Engineering 2019-20) & Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
8 Pages, 901 KB Download PDF

Applications of Causal Modeling in Cybersecurity: An Exploratory Approach

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 3, Page # 380–387, 2020; DOI: 10.25046/aj050349
Abstract:

Our research investigates the use of causal modeling and its application towards mapping out cybersecurity threat patterns. We test the strength of various methods of data breaches over its impact on the breach’s discovery time as well as the number of records lost. Utilizing a Causal Modeling framework, we simulate the isolation of confounding variables…

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(This article belongs to the SP8 (Special Issue on Multidisciplinary Sciences and Engineering 2019-20) & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
6 Pages, 1,844 KB Download PDF

Design and Optimization of Dual-Band Branch-Line Coupler with Stepped-Impedance-Stub for 5G Applications

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 3, Page # 355–360, 2020; DOI: 10.25046/aj050346
Abstract:

This paper presents a design optimization of a dual-band branch-line coupler with stepped-impedance-stub lines. This coupler operates over 5G NR frequency bands n5 and n2, developed by 3GPP for the 5G (fifth generation) mobile network, and these two bands are centered at 0.85 GHz and 1.9 GHz respectively. To achieve the design specifications an adjusted…

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(This article belongs to Section Telecommunications (TEL))
Open AccessArticle
5 Pages, 984 KB Download PDF

Enhanced Collaborative Constellation for Visible Light Communication System

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 3, Page # 259–263, 2020; DOI: 10.25046/aj050333
Abstract:

Visible light communication (VLC) that simultaneously gives illumination and information transmission abilities, is recognized as a hopeful competitor for prospective wireless net- works. Furthermore, a channel adaptive collaborative constellation (CASCC) with the capacity of adapting according to the channel condition to enhance the bit error rate (BER) while concurrently improving the versatility of the receiver…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Optics (OPT))
Open AccessArticle
7 Pages, 1,402 KB Download PDF

Automated Abaca Fiber Grade Classification Using Convolution Neural Network (CNN)

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 3, Page # 207–213, 2020; DOI: 10.25046/aj050327
Abstract:

This paper presents a solution that automates Abaca fiber grading which would help the time-consuming baling of Abaca fiber produce. The study introduces an objective instrument paired with a system to automate the grade classification of Abaca fiber using Convolutional Neural Network (CNN). In this study, 140 sample images of abaca fibers were used, which…

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(This article belongs to Section Software Engineering in Computer Science (CSE))
Open AccessArticle
7 Pages, 768 KB Download PDF

Generating a Blockchain Smart Contract Application Framework

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 3, Page # 191–197, 2020; DOI: 10.25046/aj050325
Abstract:

Blockchain is a new generation technology that allows the central control mechanism or trusted authority to be removed, spreading the encrypted data across all participants in the network in a distributed database structure instead of central trust. The Smart Contract structure, which defines the rules and flow that allow the things we value to operate…

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(This article belongs to Section Interdisciplinary Applications of Computer Science (CSI))
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