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Open AccessArticle
6 Pages, 1,153 KB Download PDF

Growth Models and Age Estimation of Rice using Multitemporal Vegetation Index on Landsat 8 Imagery

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 506–511, 2020; DOI: 10.25046/aj050563
Abstract:

Age and growth are two essential rice biophysics parameters used to determine the health parameters and production rate. The spatial data of both parameters can utilize remote sensing technology, which in turn makes use of several vegetation indices to achieve accurate estimation. However, due to the rapid changes in rice plants’ characteristics, it is essential…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Agricultural Engineering (AEN))
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
8 Pages, 1,058 KB Download PDF

Shape Optimization of Planar Inductors for RF Circuits using a Metaheuristic Technique based on Evolutionary Approach

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 426–433, 2020; DOI: 10.25046/aj050553
Abstract:

In this article, we concentrate on the use of a metaheuristic technique based on an Evolutionary Algorithm (EA) for determining the optimal geometrical parameters of spiral inductors for RF circuits. For this purpose, we have opted for an optimization procedure through an enhanced Differential Evolution (DE) algorithm. The proposed tool allows the design of optimized…

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(This article belongs to the isaect-20 (Special Issue on Advanced Electrical and Communication Technologies 2020) & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
6 Pages, 973 KB Download PDF

Sentiment Analysis on Utilizing Online Transportation of Indonesian Customers Using Tweets in the Normal Era and the Pandemic Covid-19 Era with Support Vector Machine

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 389–394, 2020; DOI: 10.25046/aj050549
Abstract:

Online transportation in Indonesia is a new trend of transportation that is currently used among the lower to upper society. The change in behavior began in 2011 and is growing to this day, The comments that are growing on social media are very important for the online transportation company the negative comments lower the level…

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(This article belongs to Section Information Systems in Computer Science (CIS))
Open AccessArticle
6 Pages, 1,147 KB Download PDF

Using Envelope Analysis and Compressive Sensing Method for Intelligent Fault Diagnosis of Ball Bearing

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 370–375, 2020; DOI: 10.25046/aj050546
Abstract:

Bearings are the key components of many rotating machines, in which serious failure or even major breakdown may occur due to their abnormal operation and defects. Thus, accurate fault diagnoses of bearing elements are essential for proactive predictive maintenance. However, the using of multiple sensors with high sampling rate reveal considerable shortages in the analysis…

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(This article belongs to Section Mechanical Engineering (EMH))
Open AccessArticle
18 Pages, 1,503 KB Download PDF

ISR Data Processing in Military Operations

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 314–331, 2020; DOI: 10.25046/aj050540
Abstract:

This paper provides an overview of Intelligence, Surveillance, and Reconnaissance (ISR) data with respect on NATO standards and recommendations; further presents methods, tools, and experiences in ISR data processing in military operations. The steps of the Intelligence cycle and disciplines Business Intelligence (BI), Data Warehousing, Data Mining, and Big Data are presented in the introduction.…

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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, 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
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
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 SP9 (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
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 SP9 (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 SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Electrical Engineering (ELE))
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 SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Artificial Intelligence in Computer Science (CAI))
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
6 Pages, 4,326 KB Download PDF

A Method for Detecting Human Presence and Movement Using Impulse Radar

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 770–775, 2020; DOI: 10.25046/aj050491
Abstract:

Using non-invasive and non-contact sensors to measure a person’s presence or movement helps improve the quality of life for both healthy people and patients. In this paper, a method of measuring the presence and motion of a person is proposed by utilizing UWB Impulse Radar, which is low power consumption and safe to radiate to…

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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, 986 KB Download PDF

Determination of ERP Readiness Assessment using Agile Parameters: A Case Study

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 733–740, 2020; DOI: 10.25046/aj050487
Abstract:

At present, in the era of digitization the organizations need Enterprise Resource Planning (ERP) systems to have the ability adapt to changes with rapid response in order to increase the competitive advantage. The fact, many companies have failed to implement ERP which is proven to be not go live on time, so that the implementation…

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(This article belongs to Section Information Systems in Computer Science (CIS))
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
7 Pages, 801 KB Download PDF

Modelling and Simulation of 3-DOF Lower Limb Rehabilitation Robot using Force Feed Forward Control

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 626–632, 2020; DOI: 10.25046/aj050474
Abstract:

This research the authors design the intelligent control for 3-DOFs lower limb rehabilitation robot base on the complex dynamics equation. The Force Feed-Forward Method (FFM) is promote to control the of 3-DOFs lower limb rehabilitation robot including dynamics characteristics. The robot can sense the force of the therapist which exerted on the robot and patient’s…

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(This article belongs to Section Automation & Control Systems (ACS))
Open AccessArticle
5 Pages, 960 KB Download PDF

Overview of Solar Radiation Estimation Techniques with Development of Solar Radiation Model Using Artificial Neural Network

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 589–593, 2020; DOI: 10.25046/aj050469
Abstract:

Estimation Solar radiation is the most significant part of the optimization of solar power. This may be achieved if the solar radiation is predicted well in advance. Meteorological stations have radiation measuring devices like pyranometer, pyrheliometer, radiometer, solarimeter, etc. however, it may not be available at the location of interest for researchers. Due to this…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
7 Pages, 1,240 KB Download PDF

IoT Based Human Activity Recognition System Using Smart Sensors

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 516–522, 2020; DOI: 10.25046/aj050461
Abstract:

Internet of Things provides a virtual view of real-life things by guiding challenges faced by persons in daily life. It is reforming our world with trillions of sensors and other IoT enabled devices by creating a smart environment. Effective use of IoT sensors in various smart IoT applications is very important. After analyzing different sensor…

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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
6 Pages, 518 KB Download PDF

Remote Control of Garden Plantation Water Pumps using Arduino and GSM Mobile

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 499–504, 2020; DOI: 10.25046/aj050459
Abstract:

A remotely mobile phone controlled electronic system for supplying water to garden plantations in a greenhouse or similar environment was designed and experimentally implemented. The system monitors the garden environmental conditions such as soil moisture, temperature, humidity and sunlight and a remote user can send commands from his mobile phone such as to switch ON/OFF…

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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
8 Pages, 805 KB Download PDF

The Sound of Trust: Towards Modelling Computational Trust using Voice-only Cues at Zero-Acquaintance

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 469–476, 2020; DOI: 10.25046/aj050456
Abstract:

Trust is essential in many interdependent human relationships. Trustworthiness is measured via the effectiveness of the relationships involving human perception. The decision to trust others is often made quickly (even at zero acquaintance). Previous research has shown the significance of voice in perceived trustworthiness. However, the listeners’ characteristics were not considered. A system has yet…

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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))
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