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Open AccessArticle
6 Pages, 867 KB Download PDF

Effects of Oversampling SMOTE in the Classification of Hypertensive Dataset

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 432–437, 2020; DOI: 10.25046/aj050451
Abstract:

Hypertensive or high blood pressure is a medical condition that can be driven by several factors. These factors or variables are needed to build a classification model of the hypertension dataset. In the construction of classification models, class imbalance problems are often found due to oversampling. This research aims to obtain the best classification model…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
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
8 Pages, 1,633 KB Download PDF

Potential of Solar Energy in Residential Rooftop Surface Area in Semarang City, Indonesia

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 397–404, 2020; DOI: 10.25046/aj050446
Abstract:

This study examines the potential of solar energy in the urban environment with a case study in Semarang, Indonesia by analyzing the intensity of solar radiation and the residential rooftop area. The study aims to obtain a quantitative description of the potential for electricity production from rooftop solar photovoltaic systems in residential areas and estimate…

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(This article belongs to Section Environmental Engineering (EEV))
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
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, 1,276 KB Download PDF

Deep Learning Model for A Driver Assistance System to Increase Visibility on A Foggy Road

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 314–322, 2020; DOI: 10.25046/aj050437
Abstract:

For many years, a lot of researches have been made to develop Advanced Driver Assistance Systems (ADAS) that are based on integrated systems. The main objective is to help drivers. Hence, keeping them safe under different driving conditions. Visibility for drivers remains the biggest problem faced on the road in an atmosphere of fog. In…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Transportation Science & Technology (TST))
Open AccessArticle
18 Pages, 2,462 KB Download PDF

Cluster Centroid-Based Energy Efficient Routing Protocol for WSN-Assisted IoT

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 296–313, 2020; DOI: 10.25046/aj050436
Abstract:

Wireless sensor network is highly resource constrained, where energy efficiency and network lifetime plays a major role for its sustenance. As the sensor nodes are battery operated and deployed in hostile environments, either recharging or replacement of batteries in sensor nodes is not possible after its deployment in inaccessible areas. In such condition, energy is…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Network Engineering (ENW))
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
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
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))
Open AccessArticle
4 Pages, 552 KB Download PDF

Cause of Time and Cost Overruns in the Construction Project in Nepal

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 192–195, 2020; DOI: 10.25046/aj050423
Abstract:

There are many works in construction in Nepal. To build the country, there must be different buildings, roads, bridges, etc. with rapid flights. But here it seems to be slowly delayed for various reasons. Many people have studied in this regard. But no one seems to have thought about reducing it. Therefore, I have prepared…

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(This article belongs to Section Construction & Building Technology (CBT))
Open AccessArticle
7 Pages, 1,787 KB Download PDF

Nearest Neighbour Search in k-dSLst Tree

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 160–166, 2020; DOI: 10.25046/aj050419
Abstract:

In the last few years of research and innovations, lots of spatial data in the form of points, lines, polygons and circles have been made available. Traditional indexing methods are not perfect to store spatial data. To search for nearest neighbour is one of the challenges in different fields like spatiotemporal data mining, computer vision,…

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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
16 Pages, 1,504 KB Download PDF

A Survey on 3D Hand Skeleton and Pose Estimation by Convolutional Neural Network

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 144–159, 2020; DOI: 10.25046/aj050418
Abstract:

Restoring, estimating the fully 3D hand skeleton and pose from the image data of the captured sensors/cameras applied in many applications of computer vision and robotics: human-computer interaction; gesture recognition, interactive games, Computer-Aided Design (CAD), sign languages, action recognition, etc. These are applications that flourish in Virtual Reality and Augmented Reality (VR/AR) technologies. Previous survey…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
4 Pages, 535 KB Download PDF

Contribution in Private Cloud Computing Development based on Study and KPI Analysis

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 105–108, 2020; DOI: 10.25046/aj050414
Abstract:

The preset paper describes a contributes in the implementation of private Cloud Computing. Exhaustive study made validates Cloud environment creation and successful deployed Solution Configuration choice. Related solution ensures a good investment that reduces energy costs of the data center, minimizes network traffic cost proven as an NP-hard problem. In addition, each virtual machine (VsM)…

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(This article belongs to Section Information Systems in Computer Science (CIS))
Open AccessArticle
6 Pages, 826 KB Download PDF

Smart Grid Users Benefits Based on DSM Algorithm Mathematical Optimization Problems Studied

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 99–104, 2020; DOI: 10.25046/aj050413
Abstract:

The purpose of this research paper is to demonstrate that optimization of energy consumption, distributed generation and storage contribute towards mutually beneficial and satisfactory Demand Side Management algorithms that can be installed into consumer smart meters or in Home Energy Storage. A new solution based on an Energy Scheduling and Distributed Storage (ESDS) and Microgrid…

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(This article belongs to Section Electronic Engineering (EEE))
Open AccessArticle
5 Pages, 1,031 KB Download PDF

Multi-Agent Data Recognition System Based on Received Signal in Antenna on Board Telecom System

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 94–98, 2020; DOI: 10.25046/aj050412
Abstract:

Information data recognition during traditional operating step in telecommunication system, as their interpretation, presents an important active research field. In this context, we propose as a solution multi-agent data identification system starting with received signal parameters in antenna network connected on board telecom system. Due to the Information Identification Data (IID) response variability that differ…

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(This article belongs to Section Telecommunications (TEL))
Open AccessArticle
11 Pages, 485 KB Download PDF

Robust Static Output-Feedback Fault Tolerant Control for a Class of T-S Fuzzy Systems using Adaptive Sliding Mode Observer Approach

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 70–80, 2020; DOI: 10.25046/aj050410
Abstract:

In this paper, the problems of actuator and sensor fault estimation (FE) and fault-tolerant control (FTC) for uncertain nonlinear systems represented by Takagi-Sugeno (T-S) fuzzy models are investigated. First, a robust fuzzy adaptive sliding mode observer (SMO) is designed to simultaneously estimate system states and both actuator and sensor faults. Then, using the obtained on-line…

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(This article belongs to Section Automation & Control Systems (ACS))
Open AccessArticle
5 Pages, 663 KB Download PDF

Adapting to Individual Differences (ATID) For Inductive Thinking and Learning Purpose

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 35–39, 2020; DOI: 10.25046/aj050405
Abstract:

The research in general aims to develop students’ writing skills by applying a model with reader response strategy and visual symbols to promote students’ morals. Specifically, this inquiry is expected to describe the acceptability, comparison, impact, strength, and shortcomings, and the model Adapting To Individual Differences (ATID) of Indonesian literature learning to promote writing skills.…

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(This article belongs to Section Behavioral Sciences (BHS))
Open AccessArticle
16 Pages, 1,131 KB Download PDF

A Novel Representative k-NN Sampling-based Clustering Approach for an Effective Dimensionality Reduction-based Visualization of Dynamic Data

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 08–23, 2020; DOI: 10.25046/aj050402
Abstract:

Visualization plays a crucial role in the exploratory analysis of Big Data. The direct visualization of Big Data is a challenging task and difficult to analyze. Dimensionality Reduction techniques extract the features in the context of visualization. Due to the unsupervised and non-parametric nature, most of the dimensionality reduction techniques are not evaluated quantitatively and…

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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
7 Pages, 1,179 KB Download PDF

Warehouse Relocation of a Company in the Automotive Industry Using P-median

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 3, Page # 576–582, 2020; DOI: 10.25046/aj050372
Abstract:

To have enough information on time can be helpful when companies try to reduce costs and operate more efficiently. An international company that supplies parts for the automotive industry is currently testing its new facilities in Mexico. The relocation of the raw materials and finished goods warehouses were tested using a P-Median model. The operating…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Industrial Engineering (EID))
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