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Open AccessArticle
6 Pages, 846 KB Download PDF

Multi-layered Security Design and Evaluation for Cloud-based Web Application: Case Study of Human Resource Management System

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 674–679, 2020; DOI: 10.25046/aj050583
Abstract:

Cloud computing is the development of information technology to provides resources that can be accessed through network. Security and privacy in cloud computing are major concern for companies. Therefore, cloud computing architecture strategy and design are needed to reduce costs and ensure the security of company assets in cloud computing. In this study, we are…

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(This article belongs to Section Hardware & Architecture in Computer Science (CHA))
Open AccessArticle
5 Pages, 1,076 KB Download PDF

Investigation of Dielectric Properties of Indigenous Blended Ester Oil for Electric System Applications

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 669–673, 2020; DOI: 10.25046/aj050582
Abstract:

The insulation condition of a transformer decides the longevity of the equipment. The unpredicted failure of power transformer will lead to major disaster in the distribution network and it affects both environment and public safety. Nowadays synthetic oil and natural esters are alternatives to transformer oil because of the biodegradable nature. In this paper, investigations…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Condensed Matter Physics (PCM))
Open AccessArticle
6 Pages, 379 KB Download PDF

CNN-LSTM Based Model for ECG Arrhythmias and Myocardial Infarction Classification

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 601–606, 2020; DOI: 10.25046/aj050573
Abstract:

ECG analysis is commonly used by medical practitioners and cardiologists for monitoring cardiac health. A high-performance automatic ECG classification system is a challenging area because there is difficulty in detecting and clustering various waveforms in the signal, especially in the manual analysis of electrocardiogram (ECG) signals. In this paper, an accurate (ECG) classification and monitoring…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Bioinformatics (BIF))
Open AccessArticle
4 Pages, 1,954 KB Download PDF

Wideband and High-Gain Aperture Coupled Feed Patch Array Antenna for Millimeter-Wave Application

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 559–562, 2020; DOI: 10.25046/aj050569
Abstract:

Millimeter-wave (mmW) antenna is one of the most important parts of the fifth-generation (5G) systems because of its advanced characteristics, for example, wideband and high transmission rate. In this paper, an mmW 4×1 array antenna with high gain and wideband based on an aperture coupled feeding patch (ACFP) antenna is presented. The proposed array antenna…

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(This article belongs to Section Electrical Engineering (ELE))
Open AccessArticle
4 Pages, 844 KB Download PDF

The Newtonian Model of the Smolensk Catastrophe

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 550–553, 2020; DOI: 10.25046/aj050567
Abstract:

The pre-reason of the Smolensk catastrophe was a dense fog. The pilots took three trials to find the proper way to airfield. Each case the tower communicated: you are on the curse and path. Pilots, however, resigned. In third critical trial the co-pilot prolonged the response second ring to 8 seconds and the engines could…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Aerospace Engineering (EAR))
Open AccessArticle
14 Pages, 781 KB Download PDF

Malware Classification Using XGboost-Gradient Boosted Decision Tree

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 536–549, 2020; DOI: 10.25046/aj050566
Abstract:

In this industry 4.0 and digital era, we are more dependent on the use of communication and various transaction such as financial, exchange of information by various means. These transaction needs to be secure. Differentiation between the use of benign and malware is one way to make these transactions secure. We propose in this work…

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(This article belongs to Section Information Systems in Computer Science (CIS))
Open AccessArticle
7 Pages, 903 KB Download PDF

Contextual Word Representation and Deep Neural Networks-based Method for Arabic Question Classification

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 478–484, 2020; DOI: 10.25046/aj050559
Abstract:

Contextual continuous word representation showed promising performances in different natural language processing tasks. It stems from the fact that these word representations consider the context in which a word appears. But until recently, very little attention was paid to the contextual representations in Arabic question classification task. In the present study, we employed a contextual…

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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
9 Pages, 636 KB Download PDF

Bayes Classification and Entropy Discretization of Large Datasets using Multi-Resolution Data Aggregation

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 460–468, 2020; DOI: 10.25046/aj050557
Abstract:

Big data analysis has important applications in many areas such as sensor networks and connected healthcare. High volume and velocity of big data bring many challenges to data analysis. One possible solution is to summarize the data and provides a manageable data structure to hold a scalable summarization of data for efficient and effective analysis.…

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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
7 Pages, 1,272 KB Download PDF

Arduino-Compatible Modular Kit Design and Implementation for Programming Education

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 295–301, 2020; DOI: 10.25046/aj050537
Abstract:

To cultivate creative talent, ways to learn creative problem-solving skills is needed, and one of them is programming. Arduino is a well-known tool used for programming education and the usefulness has been demonstrated in various case studies. However, there are several problems in existing Arduino-compatible kits as education tools, including the need for understanding hardware…

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(This article belongs to Section Hardware & Architecture in Computer Science (CHA))
Open AccessArticle
9 Pages, 1,005 KB Download PDF

Differential Evolution based Hyperparameters Tuned Deep Learning Models for Disease Diagnosis and Classification

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 253–261, 2020; DOI: 10.25046/aj050531
Abstract:

With recent advancements in medical filed, the quantity of healthcare care data is increasing at a faster rate. Medical data classification is considered as a major research topic and numerous research works have been already existed in the literature. Presently, deep learning (DL) models offers an efficient method for developing a dedicated model to determine…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Bioinformatics (BIF))
Open AccessArticle
8 Pages, 605 KB Download PDF

Assessing Heutagogical Elements in Learning of Engineering Education: Instrument Validation

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 245–252, 2020; DOI: 10.25046/aj050530
Abstract:

Practically level of design element (i.e., explore, sharing, connect) is an essential of heutagogical approach. The self-determined learning process can be at ease with the implementation of these elements, and the critical step is reliability to measure teaching and learning feedback. Although various instruments were proposed in the literature to assess heutagogy elements, the specific…

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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, 919 KB Download PDF

Evaluation of Disadvantaged Regions in East Java Based-on the 33 Indicators of the Ministry of Villages, Development of Disadvantaged Regions, and Transmigration Using the Ensemble ROCK (Robust Clustering Using Link) Method

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 193–200, 2020; DOI: 10.25046/aj050524
Abstract:

East Java province is a large province in Indonesia, in which Surabaya is the second largest metropolitan city after Jakarta. Various problems of development inequality in East Java have caused East Java to be defined as a disadvantaged area in 2015. The determination of disadvantaged regions is carried out every 5 years using 6 criteria…

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(This article belongs to Section Applied Mathematics (MAP))
Open AccessArticle
9 Pages, 1,112 KB Download PDF

Convolutional Neural Network Based Classification of Patients with Pneumonia using X-ray Lung Images

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 167–175, 2020; DOI: 10.25046/aj050522
Abstract:

Analysis and classification of lung diseases using X-ray images is a primary step in the procedure of pneumonia diagnosis, especially in a critical period as pandemic of COVID-19 that is type of pneumonia. Therefore, an automatic method with high accuracy of classification is needed to perform classification of lung diseases due to the increasing number…

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(This article belongs to the iraset-20 (Special Issue on Innovative Research in Applied Science, Engineering and Technology 2020) & Section Bioinformatics (BIF))
Open AccessArticle
11 Pages, 1,126 KB Download PDF

Towards Directing Convolutional Neural Networks Using Computational Geometry Algorithms: Application to Handwritten Arabic Character Recognition

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 137–147, 2020; DOI: 10.25046/aj050519
Abstract:

Suppose we want to classify a query item Q with a classification model that consists of a large set of predefined classes L and suppose we have a knowledge that indicates to us that the target class of Q belongs to a small subset from L. Naturally, this filtering will improve the accuracy of any…

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(This article belongs to Section Information Systems in Computer Science (CIS))
Open AccessArticle
10 Pages, 1,208 KB Download PDF

The Ludocreative Expression for the Production of Texts in Children of Early Education

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 127–136, 2020; DOI: 10.25046/aj050518
Abstract:

The text’s production carried out in this research aimed to 5-year-old children from the IE 555 Inmaculada Concepción, under the modality dictated to adult, had a design and application of 22 sessions during three months with the experimental group. On their methodological approach was based on the expression ludocreative, articulating the written experience jointly with…

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(This article belongs to Section Multidisciplinary Engineering (EMU))
Open AccessArticle
5 Pages, 862 KB Download PDF

Low Power Bulk Driven Series Parallel OTA for Low Frequency Applications

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 69–73, 2020; DOI: 10.25046/aj050510
Abstract:

Low power OTAs are the most preferred circuits in the realization of continuous time filters of analog front end of wearable healthcare devices. A low transconductance OTA with series parallel current mirror to realize large time constant of the filter is designed. The differential pair of the OTA uses bulk driven PMOSFETs and the subthreshold…

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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
10 Pages, 1,095 KB Download PDF

Mitigating Congestion in Restructured Power System using FACTS Allocation by Sensitivity Factors and Parameter Optimized by GWO

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 01–10, 2020; DOI: 10.25046/aj050501
Abstract:

In modern deregulated power industry, private sector has invested a lot to supply for extended power demand using the preexisting power system framework. This resulted into increased loading of transmission lines which has to work now to hit their thermal limits. The overloading of transmission line resulted in congestion and hence increase in loss 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
12 Pages, 1,114 KB Download PDF

The Effects of Transmission Power and Modulation Schemes on the Performance of WBANs in on-Body Medical Applications

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 783–794, 2020; DOI: 10.25046/aj050493
Abstract:

Wireless Body Area Networks support the operation within multiple frequency bands. Thus, they can be integrated in several applications, one of which is on-body medical monitoring applications, as concerned in this paper. Therefore, the purpose of this study is to present the impact of transmission power and both of Differential Binary Phase Shift Keying and…

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(This article belongs to the iraset-20 (Special Issue on Innovative Research in Applied Science, Engineering and Technology 2020) & Section Network Engineering (ENW))
Open AccessArticle
7 Pages, 680 KB Download PDF

Ethics as a Motivation Indicator in Second Language Vocational Digital Teaching

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 776–782, 2020; DOI: 10.25046/aj050492
Abstract:

The non-selective second language course at vocational colleges and universities makes teachers strive at fostering students’ motivation to learn by choosing from a variety of enhancing factors. Teacher’s personality and skills if they comply with pedagogical ethics are considered to be inspiring for students to learn. The aim of this piloting study was to collect…

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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
9 Pages, 2,022 KB Download PDF

Towards Classification of Shrimp Diseases Using Transferred Convolutional Neural Networks

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 724–732, 2020; DOI: 10.25046/aj050486
Abstract:

Vietnam is one of the top 5 largest shrimp exporters globally, and Mekong delta of Vietnam contributes more than 80% of total national production. Along with intensive farming and growing shrimp farming area, diseases are a severe threat to productivity and sustainable development. Timely response to emerging shrimp diseases is critical. Early detection and treatment…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
10 Pages, 851 KB Download PDF

Deep Learning Approach for Automatic Topic Classification in an Online Submission System

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 700–709, 2020; DOI: 10.25046/aj050483
Abstract:

Topic classification is a crucial task where knowledge categories exist within hierarchical information systems designed to facilitate knowledge search and discovery. An application of topic classification is article (e.g., journal/conference paper) classification which is very useful for online submission systems. In fact, numerous online journals/magazine submission systems usually receive thousands of article submissions or even…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Information Systems in Computer Science (CIS))
Open AccessArticle
14 Pages, 751 KB Download PDF

Fuzzy Recognition by Logic-Predicate Network

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 686–699, 2020; DOI: 10.25046/aj050482
Abstract:

The paper presents a description and justification of the correctness of fuzzy recognition by a logic-predicate network. Such a network is designed to recognize complex structured objects that can be described by predicate formulas. The NP-hardness of such an object recognition requires to separate the learning process, leaving it exponentially hard, and the recognition process…

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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
7 Pages, 680 KB Download PDF

Correlation-Based Incremental Learning Network for Gas Sensors Drift Compensation Classification

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 660–666, 2020; DOI: 10.25046/aj050479
Abstract:

A gas sensor array is used for gas analysis to aid in an inspection. The signals from the sensor array are fed into machine learning models for learning and classification. These signals are characterized by time series fluctuating according to the environment or drift. When an unseen pattern is entered, the classification may be incorrect,…

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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
5 Pages, 943 KB Download PDF

Social-Interactive Learning Concept Used for Electronic Educational Resource “Post-Graduate Foreign Language” and the Obtained Learning Curve

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 655–659, 2020; DOI: 10.25046/aj050478
Abstract:

The article touches upon an urgent question of social-interactive learning. The resource under study deals with one of the possible ways to solve this problem, in the context of global socio-cultural transformations and a new paradigm for the development of society. It is the formation of a subject-subject dialogue between a teacher and a student.…

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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
7 Pages, 548 KB Download PDF

Machine Learning for Network Intrusion Detection Based on SVM Binary Classification Model

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 638–644, 2020; DOI: 10.25046/aj050476
Abstract:

Recently, the number of connected machines around the worldwide has become very large, generating a huge amount of data either to be stored or to be communicated. Data protection is a concern for all institutions, it is difficult to manage the masses of data that are susceptible to multiple threats. In this work, we present…

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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))
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