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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
13 Pages, 4,219 KB Download PDF

Four-Dimensional Sparse Data Structures for Representing Text Data

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 154–166, 2020; DOI: 10.25046/aj050521
Abstract:

This paper focuses on a string encoding algorithm, which produces sparse distributed representations of text data. A characteristic feature of the algorithm described here, is that it works without tokenizing the text and can avoid other data preparation steps, such as stemming and lemmatization. The text can be of arbitrary size, whether it is a…

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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, 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
8 Pages, 1,452 KB Download PDF

Performance Analysis of Grid-Connected PV Rooftop, at Sakon Nakhon Province, Thailand

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 816–823, 2020; DOI: 10.25046/aj050496
Abstract:

The performance ratio (PR) based on IEC 61724 standard is calculated under the influence of seasonal variations and the capability of the system. On the other hand, The National Renewable Energy Laboratory (NREL) of the U.S. Department of Energy proposed the weather-corrected performance ratio (PRcorr). This PRcorr index calculates the performance of the PV system…

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(This article belongs to the Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020 & Section Energy & Fuels (ENF))
Open AccessArticle
11 Pages, 1,340 KB Download PDF

Mentoring Model in an Active Learning Culture for Undergraduate Projects

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 805–815, 2020; DOI: 10.25046/aj050495
Abstract:

Senior projects allow students to move the learning process from basic knowledge to an interdisciplinary approach. The purpose of this research is (1) to analysis attitude and perception, which is a collaboration between teachers and students to develop a model for clustering of appropriate advisors and advisee who cooperate in senior project, and (2) to…

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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
5 Pages, 222 KB Download PDF

Bathtub-Shape Failure Rate Life Time Model in a New Version with the use of Bayesian Prediction Bounds for the Presence of Outliers

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 710–714, 2020; DOI: 10.25046/aj050484
Abstract:

The present article explains obtaining of the Bayesian prediction bounds at the maximum and minimum rate taking into account the results of future observation from a new version of a bathtub-shape failure rate distribution of life time type in the presence of outliers. The Type-II censored sample serves as a basis for the intervals of…

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(This article belongs to Section Statistics & Probability (STP))
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 Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020 & Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
10 Pages, 980 KB Download PDF

Clustering of Mindset towards Self-Regulated Learning of Undergraduate Students at the University of Phayao

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 676–685, 2020; DOI: 10.25046/aj050481
Abstract:

The effects of Covid-19 severely affected the Thai higher education model. Therefore, there are three significant objectives in this research: (1) to cluster the mindsets and attitudes toward self-regulated learning styles of undergraduate students at the University of Phayao. (2) to construct a predictive model for recommending an appropriate student learning clusters. (3) to evaluate…

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(This article belongs to the Special Issue on Multidisciplinary Sciences and Engineering 2020-21 & Section Interdisciplinary Applications of Computer Science (CSI))
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
9 Pages, 1,095 KB Download PDF

The Role of KM in Enhancing AI Algorithms and Systems

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 388–396, 2020; DOI: 10.25046/aj050445
Abstract:

Knowledge Management processes present a vital role in improving AI systems and algorithms. Many studies and reviews were carried out to examine the relationship between KM processes and AI systems. However, studies were focusing on specific methods and the impact on some AI algorithms, neglecting the role of other KM processes and how it may…

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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
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 Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020 & Section Artificial Intelligence in Computer Science (CAI))
Open AccessReview
13 Pages, 1,647 KB Download PDF

Distributed Microphone Arrays, Emerging Speech and Audio Signal Processing Platforms: A Review

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 331–343, 2020; DOI: 10.25046/aj050439
Abstract:

Given ubiquitous digital devices with recording capability, distributed microphone arrays are emerging recording tools for hands-free communications and spontaneous tele-conferencings. However, the analysis of signals recorded with diverse sampling rates, time delays, and qualities by distributed microphone arrays is not straightforward and entails important considerations. The crucial challenges include the unknown/changeable geometry of distributed arrays,…

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(This article belongs to the Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020 & Section Telecommunications (TEL))
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 Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020 & Section Interdisciplinary Applications of Computer Science (CSI))
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 Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020 & Section Psychiatry (PSY))
Open AccessArticle
7 Pages, 1,030 KB Download PDF

Efficiency Enhancement of p-i-n Solar Cell Embedding Quantum Wires in the Intrinsic Layer

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 3, Page # 540–546, 2020; DOI: 10.25046/aj050367
Abstract:

A high efficiency InAs/GaAs quantum wire solar cell is modelled embedding periodic array of InAs quantum wires (QW) in the intrinsic layer. The promising low dimensional heterostructure such as Quantum Wells, Quantum Wires, Quantum Dots or Dashed (elongated Dots) based intermediate-band-gap solar cells are recently being grasped the attention for ongoing third generation solar cell…

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(This article belongs to Section Electronic Engineering (EEE))
Open AccessArticle
8 Pages, 1,443 KB Download PDF

Performance of Robust Confidence Intervals for Estimating Population Mean Under Both Non-Normality and in Presence of Outliers

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 3, Page # 442–449, 2020; DOI: 10.25046/aj050355
Abstract:

We proposed two robust confidence interval estimators, namely, the median interquartile range confidence interval (MDIQR) and the trimean interquartile range confidence interval (TRIQR) for the population mean (µ) as an alternative to the classical confidence interval. The proposed methods are based on the asymptotic normal theorem (ANT) for the sample median (MD) and the sample…

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(This article belongs to Section Statistics & Probability (STP))
Open AccessArticle
5 Pages, 212 KB Download PDF

Digital Sovereignty Between “Accountability” and the Value of Personal Data

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 3, Page # 270–274, 2020; DOI: 10.25046/aj050335
Abstract:

In the last year, especially in Europe, the expression “digital sovereignty” has been used very frequently to describe, above all, the primacy of a State. Indeed, the “digital sovereignty” is a complex concept, which entails cross-reference with several sectors and contexts. We believe that the concept of “digital sovereignty” can be two sides of a…

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(This article belongs to Section Interdisciplinary Applications of Computer Science (CSI))
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
10 Pages, 913 KB Download PDF

Performance Effects of Algorithmic Elements in Selected MANETs Routing Protocols

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 3, Page # 62–71, 2020; DOI: 10.25046/aj050309
Abstract:

Over time, several routing protocols have been suggested for use in Mobile Ad Hoc Networks (MANETs). Because of availability of so many MANETs routing protocols, network engineers and administrators face difficulties in identifying an appropriate routing protocol for a particular scenario. This challenge results from the unavailability of adequate technical analytic studies designed to examine…

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(This article belongs to Section Information Systems in Computer Science (CIS))
Open AccessArticle
9 Pages, 914 KB Download PDF

Low Carbon Sustainable Building Material: Maximizing Slag Potentials for Improved Lime Mortar Mechanical Properties

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 2, Page # 786–794, 2020; DOI: 10.25046/aj050299
Abstract:

Prior to the 19th century discovery of Portland Cement (PC), Lime Based Mortar remained popular due to its flexibility, permeability and more importantly, associated low carbon emissions. However, lime’s characteristic delayed setting/hardening time, low mechanical strength, poor internal cohesion and some volumetric changes have overshadowed significance of its outstanding features particularly, flexibility, and consequently put…

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(This article belongs to Section Civil Engineering (ECV))
Open AccessArticle
8 Pages, 2,433 KB Download PDF

HDR Image Tone Mapping Approach Using Multiresolution and Piecewise Linear Perceptual Quantization

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 2, Page # 606–613, 2020; DOI: 10.25046/aj050276
Abstract:

This paper discusses a new Tone Mapping (TM) approach converting a High Dynamic Range (HDR) image into a Low Dynamic Range (LDR) image able at the same time to extract the relevant details and enhance the contrast of LDR images to ensure a good LDR image visual quality. This approach uses an advantage of multiresolution…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
9 Pages, 1,289 KB Download PDF

The Usability Evaluation of Academic Progress Information System (SIsKA-NG)

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 2, Page # 460–468, 2020; DOI: 10.25046/aj050259
Abstract:

Limited functionalities of the Academic Progress Information System (SIsKA) has direct consequences on the quality of thesis management service at the authors’ magister study program of the authors’ university. This research focused on the significant improvement from the previous User Experience Questionnaire (UEQ) result of SIsKA. That significant improvement was based on the recommendations from…

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(This article belongs to the Special Issue on Multidisciplinary Sciences and Engineering 2019-20 & Section Bioinformatics (BIF))
Open AccessArticle
11 Pages, 1,354 KB Download PDF

Pyrolysis of Beech Wood in A Continuous Drop Tube Reactor in Comparison to A Batch Reactor

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 2, Page # 441–451, 2020; DOI: 10.25046/aj050257
Abstract:

The goal of this research work is first to investigate the comparison between a batch and a continuous pyrolysis reactor (at 500, 550 and 600 °C) and the eventual differences and similarities that are obtained by analysing the obtained liquid and gas compositions. All the products formed were examined: liquids by GC-MS/FID and Karl Fischer…

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(This article belongs to the Special Issue on Multidisciplinary Sciences and Engineering 2019-20 & Section Thermodynamics (THD))
Open AccessArticle
9 Pages, 1,592 KB Download PDF

Territorial Sales Redesign Using Geotechnical Tools

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 2, Page # 368–376, 2020; DOI: 10.25046/aj050248
Abstract:

In recent years there has been technological growth in the field of facility location, considering it as a significant factor to achieve greater competition among companies. The present work gives a methodological solution for a territorial redesign in a Mexican automotive parts distribution company with the support of Geotechnological tools like Geographic Information Systems (GIS)…

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(This article belongs to the Special Issue on Multidisciplinary Sciences and Engineering 2019-20 & Section Transportation Science & Technology (TST))
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