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Open AccessArticle
8 Pages, 1,120 KB Download PDF

Human-Robot Multilingual Verbal Communication – The Ontological knowledge and Learning-based Models

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 540–547, 2020; DOI: 10.25046/aj050464
Abstract:

In their verbal interactions, humans are often afforded with language barriers and communication problems and disabilities. This problem is even more serious in the fields of education and health care for children with special needs. The use of robotic agents, notably humanoids integrated within human groups, is a very important option to face these limitations.…

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(This article belongs to the iraset-20 (Special Issue on Innovative Research in Applied Science, Engineering and Technology 2020) & Section Robotics (ROB))
Open AccessArticle
9 Pages, 1,429 KB Download PDF

Development of an Adaptive HVAC Fuzzy Logic Controller for Commercial Facilities: A Case Study

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 531–539, 2020; DOI: 10.25046/aj050463
Abstract:

This paper is a case study of the integration of an energy management system (EMS) in a commercial building. A detailed analysis of this EMS’s impact on energy consumption is presented. High energy demand is very common in commercial and industrial facilities. With this in mind, the present work aims to improve the energy consumption…

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(This article belongs to the iraset-20 (Special Issue on Innovative Research in Applied Science, Engineering and Technology 2020) & Section Construction & Building Technology (CBT))
Open AccessArticle
8 Pages, 1,484 KB Download PDF

Damage Accumulation Model for Cracked Pipes Subjected to Water Hammer

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 523–530, 2020; DOI: 10.25046/aj050462
Abstract:

During service, oil and gas pipelines may be exposed to cyclical loads during service, which may lead to a structural failure. Failure is due in most cases to cracks in the structure. Mechanics of the propagation of surface cracks pose a serious challenge and, therefore, models are required to help analyze it. In this study,…

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(This article belongs to the iraset-20 (Special Issue on Innovative Research in Applied Science, Engineering and Technology 2020) & Section Manufacturing Engineering (EMF))
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
11 Pages, 1,095 KB Download PDF

Decision Making System for Improving Firewall Rule Anomaly Based on Evidence and Behavior

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 505–515, 2020; DOI: 10.25046/aj050460
Abstract:

Firewalls are controlled by rules which often incur anomalies. The anomalies are considered serious problems that administrators do not desire to happen over their firewalls because they cause more vulnerabilities and decrease the overall performance of the firewall. Resolving anomaly rules that have already occurred on the firewall is difficult and mainly depends on the…

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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
11 Pages, 3,051 KB Download PDF

Study of the Effect of Abnormalities in the External Ear Inducing Hearing Problems

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 477–487, 2020; DOI: 10.25046/aj050457
Abstract:

Tinnitus is a phenomenon for which the patient hears sound in the absence of any external sound source. To this day, there is no cure for this phantom sound perception. But it can be masked temporarily to help relief the patient’s pain. In order to allow this, a better understanding of the phenomenon is needed.…

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(This article belongs to the iraset-20 (Special Issue on Innovative Research in Applied Science, Engineering and Technology 2020) & Section Acoustics (ACO))
Open AccessArticle
6 Pages, 610 KB Download PDF

Assessing the Operator’s Readiness to Perform Tasks of Controlling by the Unmanned Aerial Platforms

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 457–462, 2020; DOI: 10.25046/aj050454
Abstract:

Together with the intensity of development in the field of technology of unmanned platforms and their effective use for solving various tasks of peacetime and war, the requirements for the training of the operator managing the platform also increase. This fully applies to personnel providing the flight of manned means. Nevertheless, there are significant differences…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Bioinformatics (BIF))
Open AccessArticle
7 Pages, 1,217 KB Download PDF

A CNN-based Differential Image Processing Approach for Rainfall Classification

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 438–444, 2020; DOI: 10.25046/aj050452
Abstract:

With the aim of preventing hydro-geological risks and overcoming the problems of current rain gauges, this paper proposes a low-complexity and cost-effective video rain gauge. In particular, in this paper the authors propose a new approach to rainfall classification based on image processing and video matching process employing convolutional neural networks (CNN). The system consists…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
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
5 Pages, 834 KB Download PDF

Fuzzy-logical Control Models of Nonlinear Dynamic Objects

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 419–423, 2020; DOI: 10.25046/aj050449
Abstract:

The article considers the task of developing a fuzzy-logical PID-type controller for a nonlinear dynamic system. A feature of the structure is presented, which consists in simplifying its controller by decomposition. In the simplest version, three fuzzy controllers are used with one input and one output and separate rule bases. Parameters of fuzzy controllers are…

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(This article belongs to Section Industrial Engineering (EID))
Open AccessArticle
7 Pages, 1,558 KB Download PDF

Keyword Driven Image Description Generation System

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 405–411, 2020; DOI: 10.25046/aj050447
Abstract:

Image description generation is an important area in Computer Vision and Natural Language Processing. This paper introduces a novel architecture for an image description generation system using keywords. The proposed architecture uses a high-level feature such as keywords for generating captions. The important component of caption generation is the deep Bidirectional LSTM network. The space…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
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
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 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, 1,844 KB Download PDF

Development of Soil Moisture Monitoring by using IoT and UAV-SC for Smart Farming Application

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 381–387, 2020; DOI: 10.25046/aj050444
Abstract:

Soil moisture is a fundamental factor for smart farming that is used to control the water management system. In this paper, the unmanned aerial vehicle (UAV) small cell (UAV-SC) can provide Internet of things (IoT) as the hotspot mobility network, due to the minimum limitation energy of connected IoT. The development of ground sensor (GS)…

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(This article belongs to the iraset-20 (Special Issue on Innovative Research in Applied Science, Engineering and Technology 2020) & Section Agricultural Engineering (AEN))
Open AccessArticle
12 Pages, 1,442 KB Download PDF

Design and Optimization of a Three Stage Electromechanical Power Unit using Numerical Methods

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 351–362, 2020; DOI: 10.25046/aj050441
Abstract:

The advent of electric vehicles has changed the face of the automobile industry. The drive system properties of vehicles such as eBikes or electric cars differ fundamentally from those of a diesel engine. The lack of a conventional internal combustion engine has made the vehicles considerably silent. Nevertheless, previously hidden sources of vibration and noise…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Acoustics (ACO))
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 SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Telecommunications (TEL))
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
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
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 SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Interdisciplinary Applications of Computer Science (CSI))
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
11 Pages, 2,323 KB Download PDF

Design of an EEG Acquisition System for Embedded Edge Computing

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 119–129, 2020; DOI: 10.25046/aj050416
Abstract:

The human brain is one of the most complex machines on the planet. Being the only method to get real-time data with high temporal resolution from the brain makes EEG a highly sought upon signal in the neurological and psychiatric domain. However, recent developments in this field have made EEG more than just a tool…

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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
10 Pages, 1,247 KB Download PDF

Optimization of Dual Motion Mechanism with Double Grooved Cams for High-voltage Gas Circuit Breaker

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 109–118, 2020; DOI: 10.25046/aj050415
Abstract:

A novel design of a dual motion mechanism for a high-voltage gas circuit breaker is presented. The contact motion of the circuit breaker due to the operating mechanism increases capacitive current switching (CCS) performance. CCS is one of the interrupting duties of the circuit breaker, where high voltage is applied during the half cycle from…

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