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Open AccessArticle
6 Pages, 1,145 KB Download PDF

BISINDO (Bahasa Isyarat Indonesia) Sign Language Recognition Using CNN and LSTM

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 282–287, 2020; DOI: 10.25046/aj050535
Abstract:

Sign language is one of the languages which are used to communicate with deaf people. By using it, they can communicate and understand each other. In Indonesia, there are two standards of sign language which are SIBI (Sistem Bahasa Isyarat) and BISINDO (Bahasa Isyarat Indonesia). Deep learning is a model that is used to apply…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
9 Pages, 1,009 KB Download PDF

Supervised Machine Learning Based Medical Diagnosis Support System for Prediction of Patients with Heart Disease

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 269–277, 2020; DOI: 10.25046/aj050533
Abstract:

Application in the field of medical development has always been one of the most important research areas. One of these medical applications is the early prediction system for heart diseases especially; coronary artery disease (CAD) also called atherosclerosis. The need for a medical diagnosis support system is to detect atherosclerosis at the earlier stages to…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
7 Pages, 911 KB Download PDF

A Novel Demand Side Management by Minimizing Cost Deviation

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 262–268, 2020; DOI: 10.25046/aj050532
Abstract:

In the recent times power shortage has been a major setback to deal for the effective operation of power systems. Bridging the gap between generation and demand is known as Demand Side Management (DSM). For an effective DSM strategy to be implemented, it is crucial that both utility and customers be involved. By DSM, the…

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(This article belongs to the Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020 & Section Electrical Engineering (ELE))
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 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 Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020 & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
8 Pages, 374 KB Download PDF

FPGA Acceleration of Tree-based Learning Algorithms

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 237–244, 2020; DOI: 10.25046/aj050529
Abstract:

Machine learning classifiers provide many promising solutions for data classification in different disciplines. However, data classification at run time is still a very challenging task for real-time applications. Acceleration of machine-learning hardware solutions is needed to meet the requirements of real-time applications. This paper proposes a new implementation of a machine learning classifier on Field…

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(This article belongs to the Special Issue on Multidisciplinary Sciences and Engineering 2020-21 & Section Electronic Engineering (EEE))
Open AccessArticle
7 Pages, 1,453 KB Download PDF

Thermal Performance Analysis of Parabolic Trough Solar Collector System in Climatic Conditions of Errachidia City, Morocco

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 217–223, 2020; DOI: 10.25046/aj050527
Abstract:

The water heating with parabolic trough solar collectors (PTC) is a very widespread and at the same time quite promising solar technology. However, PTC presents several problems in terms of the profitability of water heating. For this reason, our study of water heating with PTC collectors consists of two main parts. In the first part,…

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(This article belongs to the Special Issue on Innovative Research in Applied Science, Engineering and Technology 2020 & Section Network Engineering (ENW))
Open AccessReview
11 Pages, 368 KB Download PDF

A Review of RPL Objective Function based Enhancement Approaches

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 201–211, 2020; DOI: 10.25046/aj050525
Abstract:

Since the release of of the IPv6 Routing protocol for Low-Power and Lossy Networks by the IETF ROLL working group, several enhancement schemes were proposed. In fact, They aim to extend the network lifetime, reduce congestion, mitigate end to end delay and moderate energy consumption. In fact, considering the vast area of Low-Power and Lossy…

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(This article belongs to Section Network Engineering (ENW))
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
17 Pages, 1,074 KB Download PDF

Detailed Security Evaluation of ARANz, ARAN and AODV Protocols

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 176–192, 2020; DOI: 10.25046/aj050523
Abstract:

Ad-Hoc networks are self-organized wireless networks. Finding a secure and efficient route leading from a specific source node to an intended destination node is one of the serious concerns in mobile Ad-Hoc networks. ARANz is one of the significant protocols that has been proposed for such networks. ARANz implements the authentication methods used with the…

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(This article belongs to Section Information Systems in Computer Science (CIS))
Open AccessArticle
6 Pages, 796 KB Download PDF

Design of Purebred Dog Recommendation System Using MCDM Approach

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 148–153, 2020; DOI: 10.25046/aj050520
Abstract:

The dog is one of the first animals domesticated by human, and for thousands of years, it has been artificially bred into hundreds of types in order to provide certain traits that humans want. Nowadays, the selection of dogs by potential adopters has become a problem due to the availability of different type of breeds…

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(This article belongs to the Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020 & Section Veterinary Sciences (VSC))
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, 822 KB Download PDF

Search for New Potential Breast Cancer Inhibitors (MCF7) Based on Molecular Docking and Biological Assay of Pyrazoline Analogue Compounds

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 122–126, 2020; DOI: 10.25046/aj050517
Abstract:

Cancer is the leading cause of death in world. Currently, there are no approved vaccines to avoid the spreading of this disease. Drug discovery have played important role for discover of new potent drugs that could efficiently and cost-effectively. Pyrazoline analogue compounds known to have good potency as anti-cancer. The aim of this study is…

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(This article belongs to Section Applied Chemistry (CAP))
Open AccessArticle
5 Pages, 1,234 KB Download PDF

A User-Item Collaborative Filtering System to Predict Online Learning Outcome

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 117–121, 2020; DOI: 10.25046/aj050516
Abstract:

Education has seen the rapid development of online learning. Many researchers have conducted studies on the use of recommendation systems in online learning. However, until now, several similar studies still focus on the accuracy of the prediction results. Various obstacles were encountered related to changes in the face to face learning process into online learning.…

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(This article belongs to Section Information Systems in Computer Science (CIS))
Open AccessArticle
8 Pages, 681 KB Download PDF

Quantitative Approach in Enhancing Decision Making Through Big Data as An Advanced Technology

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 109–116, 2020; DOI: 10.25046/aj050515
Abstract:

The technology of Big Data got the capability to process large amounts of data, manage them effectively and make retrieval whenever it is required. Decision making in any organisation is a challenging task since decisions need to be made based on the accessibility of data and its status, this becomes more challenging especially in large…

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(This article belongs to the Special Issue on Innovative Research in Applied Science, Engineering and Technology 2020 & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
9 Pages, 1,455 KB Download PDF

Transient Analysis of a Line-Start Synchronous Reluctance Motor with Symmetrical Distributed Brass Rotor Bars

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 94–102, 2020; DOI: 10.25046/aj050513
Abstract:

In this paper, the performance evaluation of a line-start three-phase Synchronous Reluctance Motor (SynRM) with symmetrical distributed brass rotor bars is presented. The machine, which has been designed from a conventional three-phase induction motor (IM) NEMA frame stator is proposed as an alternative to a squirrel cage induction motor (SCIM). The 2D Finite Element Analysis…

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(This article belongs to the Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020 & Section Electrical Engineering (ELE))
Open AccessArticle
14 Pages, 1,405 KB Download PDF

Method of Modelling Prices for R&D Products in the Case of their Transfer from Engineering Universities to the Business

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 80–93, 2020; DOI: 10.25046/aj050512
Abstract:

Global changes caused by the IV Industrial revolution and globalization processes resulted in a redistribution of roles of participants in innovative infrastructures of countries. Universities are leading both in terms of generating R&D products and in terms of developing business activities. Now there is a problem of insufficient methodological support of technological universities for pricing…

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(This article belongs to the Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020 & Section Engineering Management (EMM))
Open AccessArticle
6 Pages, 901 KB Download PDF

Power Loss Minimization using the Integration of DGs and Reconfiguration of Distribution System: Applied on Real Distribution Feeder of Urbain Areas of Kenitra City in Morroco

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 74–79, 2020; DOI: 10.25046/aj050511
Abstract:

Optimal integration of distributed generation (DG) into the distribution system results in reduced power losses and improved bus voltages. In this article, a combination of two techniques has been analyzed: The integration of DG and reconfiguration of the distribution system by removing the Normally Open Point NOP in different places of the system. These two…

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(This article belongs to the Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020 & Section Electrical Engineering (ELE))
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 Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020 & Section Electronic Engineering (EEE))
Open AccessArticle
6 Pages, 451 KB Download PDF

Fast Stream Cipher based Chaos Neural Network for Data Security in CAN Bus

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 63–68, 2020; DOI: 10.25046/aj050509
Abstract:

Vehicle systems are controlled by embedded electronic devices called electronic control units (ECUs). These ECUs are connected together with network protocols. The Controller Area Network (CAN) protocol is widely implemented due to its high fault tolerance. However, the CAN is a serial broadcast bus, and it has no protection against security threats. In this paper,…

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(This article belongs to the Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020 & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
9 Pages, 742 KB Download PDF

Analysis of Security-Reliability Trade-off for Multi-hop Cognitive Relaying Protocol with TAS/SC Technique

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 54–62, 2020; DOI: 10.25046/aj050508
Abstract:

This paper studies a trade-off between security (intercept probability (IP)) and reliability (outage probability (OP)) for a multi-hop decode-and-forward (DF) relaying protocol in an underlay cognitive radio network, in presence of a multi-antenna eavesdropper. In the considered protocol, all primary and secondary terminals are equipped with multiple antennas, and they employ transmit antenna selection (TAS)…

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(This article belongs to Section Telecommunications (TEL))
Open AccessArticle
10 Pages, 1,118 KB Download PDF

Criteria to Implement a Supervision System in the Petroleum Industry: A Case Study in a Terminal Storage Facility

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 29–38, 2020; DOI: 10.25046/aj050505
Abstract:

A liquid petroleum storage facility (Terminal), is a platform used to store petroleum products. Terminals plays a strategic role on the oil and gas supply chain. There are three types of terminals: a fully automated terminal, a partially automated terminal and a fully manual terminal. To increase their efficiency and safety in a very competitive…

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(This article belongs to Section Petroleum Engineering (EPT))
Open AccessArticle
5 Pages, 1,867 KB Download PDF

Facial Expression Recognition using Facial Landmarks: A Novel Approach

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 24–28, 2020; DOI: 10.25046/aj050504
Abstract:

The universally common mode of interaction is the human emotions. Thus, there are several advantages of automated recognition of human facial expressions. The primary objective of the proposed framework in this paper, is to classify a person’s facial expression into anger, contempt, disgust, fear, happiness, sadness and surprise. Firstly, CLAHE is performed on the image…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
8 Pages, 279 KB Download PDF

Learning the Influence between Partially Observable Processes using Scorebased Structure Learning

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 16–23, 2020; DOI: 10.25046/aj050503
Abstract:

The difficulty of learning the underlying structure between processes is a common task found throughout the sciences, however not much work is dedicated towards this problem. In this paper, we attempt to use the language of structure learning to address learning the dynamic influence network between partially observable processes represented as dynamic Bayesian networks. The…

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(This article belongs to the Special Issue on Multidisciplinary Sciences and Engineering 2020-21 & Section Artificial Intelligence in Computer Science (CAI))
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