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Open AccessArticle
11 Pages, 1,757 KB Download PDF

Neural Network-Based Fault Diagnosis of Joints in High Voltage Electrical Lines

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 488–498, 2020; DOI: 10.25046/aj050458
Abstract:

In this paper a classification system based on a complex-valued neural network is used to evaluate the health state of joints in high voltage overhead transmission lines. The aim of this method is to prevent breakages on the joints through the frequency response measurements obtained at the initial point of the network. The specific advantage…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Electronic Engineering (EEE))
Open AccessArticle
11 Pages, 3,051 KB Download PDF

Study of the Effect of Abnormalities in the External Ear Inducing Hearing Problems

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 477–487, 2020; DOI: 10.25046/aj050457
Abstract:

Tinnitus is a phenomenon for which the patient hears sound in the absence of any external sound source. To this day, there is no cure for this phantom sound perception. But it can be masked temporarily to help relief the patient’s pain. In order to allow this, a better understanding of the phenomenon is needed.…

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(This article belongs to the iraset-20 (Special Issue on Innovative Research in Applied Science, Engineering and Technology 2020) & Section Acoustics (ACO))
Open AccessArticle
6 Pages, 648 KB Download PDF

Short-Term Dynamic Exchange Rate Model: IFEER Concept Development

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 463–468, 2020; DOI: 10.25046/aj050455
Abstract:

The new model of the short-term exchange rate dynamics was constructed. First of all, the most interesting were the reasons of the deviation from the medium-term equilibrium. The author’s IFEER-concept (International Flows Equilibrium Exchange Rate) was used as a base and it was developed. In this study, due to the short-term modeling period the differential…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Engineering Management (EMM))
Open AccessArticle
6 Pages, 610 KB Download PDF

Assessing the Operator’s Readiness to Perform Tasks of Controlling by the Unmanned Aerial Platforms

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 457–462, 2020; DOI: 10.25046/aj050454
Abstract:

Together with the intensity of development in the field of technology of unmanned platforms and their effective use for solving various tasks of peacetime and war, the requirements for the training of the operator managing the platform also increase. This fully applies to personnel providing the flight of manned means. Nevertheless, there are significant differences…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Bioinformatics (BIF))
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
8 Pages, 685 KB Download PDF

A Framework of E-Procurement Technology for Sustainable Procurement in ISO 14001 Certified Firms in Malaysia

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 424–431, 2020; DOI: 10.25046/aj050450
Abstract:

With the current emerging development pattern in Malaysia, E-Government has been unveiled by the Malaysian Government to be one of the multimedia super corridor flagship applications to implement digital technology to improve government operations. E-procurement was originally utilized by businesses to minimize turnaround times and prices, but recently it was often used as a platform…

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(This article belongs to Section Operations Research & Management Science (ORM))
Open AccessArticle
5 Pages, 834 KB Download PDF

Fuzzy-logical Control Models of Nonlinear Dynamic Objects

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 419–423, 2020; DOI: 10.25046/aj050449
Abstract:

The article considers the task of developing a fuzzy-logical PID-type controller for a nonlinear dynamic system. A feature of the structure is presented, which consists in simplifying its controller by decomposition. In the simplest version, three fuzzy controllers are used with one input and one output and separate rule bases. Parameters of fuzzy controllers are…

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(This article belongs to Section Industrial Engineering (EID))
Open AccessArticle
7 Pages, 1,656 KB Download PDF

Tidal Propagation Based On Co-Phase Chart and Co-Range Chart in Sunda Strait, Indonesia

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 412–418, 2020; DOI: 10.25046/aj050448
Abstract:

The characteristic of tide is different for each region. Co-tidal charts are one of the media to present an information about the character of tidal. There are two types of co-tidal chart, such as co-phase chart and co-range chart. Co-phase chart will show the distribution of tides, meanwhile the co-range chart will show the propagation…

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(This article belongs to Section Oceanography (OCR))
Open AccessArticle
7 Pages, 1,558 KB Download PDF

Keyword Driven Image Description Generation System

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 405–411, 2020; DOI: 10.25046/aj050447
Abstract:

Image description generation is an important area in Computer Vision and Natural Language Processing. This paper introduces a novel architecture for an image description generation system using keywords. The proposed architecture uses a high-level feature such as keywords for generating captions. The important component of caption generation is the deep Bidirectional LSTM network. The space…

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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
7 Pages, 663 KB Download PDF

Survey Analysis: Enhancing the Security of Vectorization by Using word2vec and CryptDB

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 374–380, 2020; DOI: 10.25046/aj050443
Abstract:

Vectorization is extracting data from strings through Natural Language Processing by using different approaches; one of the best approaches used in vectorization is word2vec. To make the vectorized data secure, we must apply a security method, which will be CryptDB. The paper is analyzing the survey, which is created to interview security engineers through the…

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(This article belongs to the iraset-20 (Special Issue on Innovative Research in Applied Science, Engineering and Technology 2020) & Section Interdisciplinary Applications of Computer Science (CSI))
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
12 Pages, 1,442 KB Download PDF

Design and Optimization of a Three Stage Electromechanical Power Unit using Numerical Methods

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 351–362, 2020; DOI: 10.25046/aj050441
Abstract:

The advent of electric vehicles has changed the face of the automobile industry. The drive system properties of vehicles such as eBikes or electric cars differ fundamentally from those of a diesel engine. The lack of a conventional internal combustion engine has made the vehicles considerably silent. Nevertheless, previously hidden sources of vibration and noise…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Acoustics (ACO))
Open AccessArticle
7 Pages, 790 KB Download PDF

Computational Intelligence and Statistical Learning Performances on Predicting Dengue Incidence using Remote Sensing Data

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 344–350, 2020; DOI: 10.25046/aj050440
Abstract:

Dengue is a viral infection disease transmitted to people through the bite of specific mosquito species living in a tropical zone. According to the World Health Organization, dengue has been listed among the top-ten diseases for 2019 as it makes 3.9 billion people in 128 countries be at risk of infection. One major cause of…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
8 Pages, 1,233 KB Download PDF

Logistics Solutions in the Preparation Phase for the Appearance of Disasters

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 323–330, 2020; DOI: 10.25046/aj050438
Abstract:

Natural disasters have caused not only economic but also human losses. These events bring with them, among other things, deficiencies in the supply of food, clothing, health and cleaning products, to name a few. This situation makes it imperative to locate facilities that can supply the needs, as mentioned earlier, to the victims in 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
9 Pages, 1,198 KB Download PDF

Optimization of the Procedures for Checking the Functionality of the Greek Railways: Data Mining and Machine Learning Approach to Predict Passenger Train Immobilization

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 287–295, 2020; DOI: 10.25046/aj050435
Abstract:

Information is the driving force of businesses because it can ensure the ability of knowledge and prediction. The railway industry produces a huge volume of data, with the proper processing of them and the use of innovative technology, there is the possibility of beneficial information to be provided which constitute the deciding factor for the…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
14 Pages, 1,641 KB Download PDF

Coastal Risk Modelling for Oil Spill in the Mediterranean Sea

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 273–286, 2020; DOI: 10.25046/aj050434
Abstract:

The accident probability estimation and the consequence analysis are based on statistical data about oil spill accident occurrence in the Mediterranean area, on the probability of different release sizes, and on the joint probability of wind speed and directions. The risk model and its evaluation have been assessed for the Mediterranean littoral considering the time…

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(This article belongs to Section Environmental Engineering (EEV))
Open AccessArticle
7 Pages, 911 KB Download PDF

Exploring the Performance Characteristics of the Naïve Bayes Classifier in the Sentiment Analysis of an Airline’s Social Media Data

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 266–272, 2020; DOI: 10.25046/aj050433
Abstract:

Airline operators get much feedback from their customers which are vital for both operational and strategic planning. Social media has become one of the most popular platforms for obtaining such feedback. However, to analyze, categorize, and generate useful insight from the huge quantity of data on social media is not a trivial task. This study…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
9 Pages, 627 KB Download PDF

Diffusion of Technology for Language Challenges in the South African Healthcare Environment

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 257–265, 2020; DOI: 10.25046/aj050432
Abstract:

Even though mobile technologies are increasingly used to enable communications between providers and receivers of healthcare services, there remain severity challenges owing to the use of various indigenous languages in many Africa countries. Some of the challenges get worst in a countries like South Africa where there are eleven official languages. As a result, interpreters…

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(This article belongs to Section Information Systems in Computer Science (CIS))
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, 3,910 KB Download PDF

Nonlinear \(\ell_{2,p}\)-norm based PCA for Anomaly Network Detection

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 234–243, 2020; DOI: 10.25046/aj050429
Abstract:

Intrusion detection systems are well known for their ability to detect internal and external intrusions, it usually recognizes intrusions through learning the normal behaviour of users or the normal traffic of activities in the network. So, if any suspicious activity or behaviour is detected, it informs the users of the network. Nonetheless, intrusion detection system…

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(This article belongs to Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
11 Pages, 2,063 KB Download PDF

Dynamic Decision-Making Process in the Opportunistic Spectrum Access

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 223–233, 2020; DOI: 10.25046/aj050428
Abstract:

We investigate in this paper many problems related to the decision-making process in the Cognitive Radio (CR), where a Secondary User (SU) tries to maximize its opportunities by finding the most vacant channel. Recently, Multi-Armed Bandit (MAB) problems attracted the attention to help a single SU, in the context of CR, makes an optimal decision…

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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
6 Pages, 632 KB Download PDF

The Importance of Sustainability Audit Report in Go Public Companies Sector, in Indonesia

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 217–222, 2020; DOI: 10.25046/aj050427
Abstract:

Sustainability is considered new for Indonesian state-owned enterprises, also has become an obligation since two years ago. More and more people are aware of the environment for the next generation, the survival of mankind in the future. Sustainability issues are no exception in Indonesia. Companies publish sustainability reports as well as financial and annual reports.…

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(This article belongs to Section Green & Sustainable Science & Technology (GSS))
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))
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