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Open AccessReview
12 Pages, 854 KB Download PDF

Text Mining Techniques for Sentiment Analysis of Arabic Dialects: Literature Review

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 1012–1023, 2021; DOI: 10.25046/aj0601112
Abstract:

Social media attracts a lot of users around the world. Many reasons drive people to use social media sites such as expressing opinions and ideas, displaying their diaries and sharing them with others, social communication with family and friends and building new social relationships, learning and sharing knowledge. Written text is one of the most…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
12 Pages, 1,073 KB Download PDF

Underwater Computing Systems and Astronomy–Multi-Disciplinary Research Potential and Benefits

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 1000–1011, 2021; DOI: 10.25046/aj0601111
Abstract:

The Ocean plays an important role in hosting investigations in underwater astronomy and enabling the realization of new research prospects. This paper discusses synergistic prospects of the blue economy from the perspective of underwater astronomy and scientific inquiry, technological and economic development. The presented research investigates how the synergy enhances computing applications. The paper presents…

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(This article belongs to Section Multidisciplinary Engineering (EMU))
Open AccessArticle
6 Pages, 1,111 KB Download PDF

Classifying Garments from Fashion-MNIST Dataset Through CNNs

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 989–994, 2021; DOI: 10.25046/aj0601109
Abstract:

Online fashion market is constantly growing, and an algorithm capable of identifying garments can help companies in the clothing sales sector to understand the profile of potential buyers and focus on sales targeting specific niches, as well as developing campaigns based on the taste of customers and improve user experience. Artificial Intelligence approaches able to…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
7 Pages, 1,106 KB Download PDF

Open Energy Distribution System-Based on Photo-voltaic with Interconnected- Modified DC-Nanogrids

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 982–988, 2021; DOI: 10.25046/aj0601108
Abstract:

This manuscript exhibits a perfect design for a flexible number of modified DC nanogrids within an open energy distribution network (OEDN) that interconnected via a DC bus. Each modified nanogrid implies a single-input multi-output switched boost inverter (SIMO-SBI). The DC-output for each inverter is robustly controlled to keep the DC-bus interconnected voltage constant. The proposed…

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(This article belongs to Section Electrical Engineering (ELE))
Open AccessArticle
8 Pages, 633 KB Download PDF

Text Mining Techniques for Cyberbullying Detection: State of the Art

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 783–790, 2021; DOI: 10.25046/aj060187
Abstract:

The dramatic growth of social media during the last years has been associated with the emergence of a new bullying types. Platforms such as Facebook, Twitter, YouTube, and others are now privileged ways to disseminate all kinds of information. Indeed, communicating through social media without revealing the real identity has emerged an ideal atmosphere for…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
7 Pages, 787 KB Download PDF

A Recommendation Approach in Social Learning Based on K-Means Clustering

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 719–725, 2021; DOI: 10.25046/aj060178
Abstract:

E-learning, among the most prominent modes of learning, offers learners the opportunity to attend online courses. To improve the quality of online learning, social learning through social networks promotes interaction and collaboration among learners. As part of the learning process management in these environments, the implementation of recommendation systems facilitates the provision of content adapted…

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(This article belongs to the SP11 (Special Issue on Innovation in Computing, Engineering Science & Technology 2021) & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
12 Pages, 1,377 KB Download PDF

An Enhanced Artificial Intelligence-Based Approach Applied to Vehicular Traffic Signs Detection and Road Safety Enhancement

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 672–683, 2021; DOI: 10.25046/aj060173
Abstract:

The paper treats a problem for detection and recognition objects in computer vision sector, where researchers recommended OpenCV software and development tool, it’s several and better-remembered library resource for isolating, detecting, and recognition of particular objects, what we would find an appropriate system for detecting and recognition traffic roads signs. The robustness with optimization is…

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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
15 Pages, 2,437 KB Download PDF

Comparison of Machine Learning Parametric and Non-Parametric Techniques for Determining Soil Moisture: Case Study at Las Palmas Andean Basin

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 636–650, 2021; DOI: 10.25046/aj060170
Abstract:

Soil moisture is one of the most important variables to monitor in agriculture. Its analysis gives insights about strategies to utilize better a particular area regarding its use, i.e., pasture for cows (or similar), production forests, or even to answer what crops should be planted. The vertical structure of the soil moisture plays an important…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Agricultural Engineering (AEN))
Open AccessArticle
7 Pages, 1,377 KB Download PDF

Development of Hexa Spacer Damper for 765 kV Transmission Lines’ Vibration Damping

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 472–478, 2021; DOI: 10.25046/aj060151
Abstract:

In this paper, hexa spacer damper is proposed and its vibration damping effect on the 765 kV power transmission network under the influence of fluctuating wind (10-60 Hz) loading is validated. This asymmetrical loadings led the bundle of Zebra ACSR conductor to be twisted and hence, cause mechanical and electrical instabilities across the span length.…

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(This article belongs to Section Electrical Engineering (ELE))
Open AccessArticle
10 Pages, 1,117 KB Download PDF

Technological Stages of Schwartz Cylinder’s Computer and Mathematics Design using Intelligent System Support

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 447–456, 2021; DOI: 10.25046/aj060148
Abstract:

In this paper, one of the “problem zones” in mathematics concerned with the surface area of three-dimensional bodies is presented by computer and mathematical modeling with synergetic effects using intelligent system support. The problems of personal self-organization and technological stages of student’s research activity in the process of modern achievements in science adaptation in teaching…

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(This article belongs to Section Information Systems in Computer Science (CIS))
Open AccessArticle
7 Pages, 2,135 KB Download PDF

Deep Learning based Models for Solar Energy Prediction

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 349–355, 2021; DOI: 10.25046/aj060140
Abstract:

Solar energy becomes widely used in the global power grid. Therefore, enhancing the accuracy of solar energy predictions is essential for the efficient planning, managing and operating of power systems. To minimize the negatives impacts of photovoltaics on electricity and energy systems, an approach to highly accurate and advanced forecasting is urgently needed. In this…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Electrical Engineering (ELE))
Open AccessArticle
6 Pages, 691 KB Download PDF

Recent Impediments in Deploying IPv6

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 336–341, 2021; DOI: 10.25046/aj060138
Abstract:

Internet Protocol version 6 is being adopted on slow pace and it is taking a long time. This paper intends to discuss the transition process between IPv4 and IPv6 and the major obstacles that prevent deploying IPv6 worldwide. It presents the IPv4 exhaustion reports results and where are the IPv4 address pool. Then it presents…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
6 Pages, 1,031 KB Download PDF

Analysis of Real-time Blockchain Considering Service Level Agreement (SLA)

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 218–223, 2021; DOI: 10.25046/aj060124
Abstract:

The Blockchain technologies enable decentralized networking consisting of large number of nodes. To determine the shared states and failures of all nodes in a fully distributed peer-to-peer system, the appropriate consensus algorithm needs to be selected for each Internet of Things system. In this paper, a novel hierarchical voting-based byzantine fault tolerance (HBFT) consensus algorithm…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
8 Pages, 8,129 KB Download PDF

PrOMor: A Proposed Prototype of V2V and V2I for Crash Prevention in the Moroccan Case

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 200–207, 2021; DOI: 10.25046/aj060122
Abstract:

Road safety has become an object of research and many research institutes have invested in this field because a lot of people die and many others are injured every year due to road accidents. The deployment of wireless communication technologies for vehicular networks can considerably improve road safety. It can enable new services such as…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Transportation Science & Technology (TST))
Open AccessArticle
16 Pages, 1,332 KB Download PDF

QoE-aware Bandwidth Allocation for Multiple Video Streaming Players over HTTP and SDN

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 184–199, 2021; DOI: 10.25046/aj060121
Abstract:

For many years, the most popular technique for Internet video streaming is hypertext transfer protocol-based adaptive streaming, known as HAS (HTTP Adaptive Streaming). However, a seamless viewing experience can not be just simply guaranteed by HAS only. In the management network, the adaptation of HAS copes with a huge challenge since client- driven schemes lead…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Network Engineering (ENW))
Open AccessArticle
9 Pages, 2,467 KB Download PDF

Standardized UCI-EGO Dataset for Evaluating 3D Hand Pose Estimation on the Point Cloud

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 1–9, 2021; DOI: 10.25046/aj060101
Abstract:

To evaluate and compare methods in computer vision, scientists must use a benchmark dataset and unified sets of measurements. The UCI-EGO dataset is a standard benchmark dataset for evaluating Hand Pose Estimation (HPE) on depth images. To build robotic arms that perform complex operations such as human hands, the poses of the human hand need…

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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
8 Pages, 1,548 KB Download PDF

Design of Power Efficient Routing Protocol for Smart Livestock Farm Applications

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 1719–1726, 2020; DOI: 10.25046/aj0506205
Abstract:

The demand on livestock as a source of protein is increasing with the dramatic increase of world population which approaches 8 billion. As a result, the monitoring of the performance of livestock breeding is becoming essential. The technique which could increase livestock production and improve the efficiency of operation is digitalization of livestock management .…

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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, 852 KB Download PDF

Efficient and Scalable Ant Colony Optimization based WSN Routing Protocol for IoT

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 1710–1718, 2020; DOI: 10.25046/aj0506204
Abstract:

IoT integrates and connects intelligent devices or objects with varied architectures and resources. The number of IoT devices is growing exponentially. Due to the massive wave of IoT objects, their diversity and heterogeneity among their architectures, the existing communication protocols for wireless networks become ineffective in the context of IoT. Wireless Sensor Network (WSN) has…

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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
9 Pages, 811 KB Download PDF

Japanese Abstractive Text Summarization using BERT

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 1674–1682, 2020; DOI: 10.25046/aj0506199
Abstract:

In this study, we developed and evaluated an automatic abstractive summarization algorithm in Japanese using a neural network. We used a sequence-to-sequence encoder-decoder model for practical purposes. The encoder obtained a feature-based input vector of sentences using the bidirectional encoder representations from transformers (BERT) technique. A transformer-based decoder returned the summary sentence from the output…

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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
16 Pages, 987 KB Download PDF

Elasticity Based Med-Cloud Recommendation System for Diabetic Prediction in Cloud Computing Environment

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 1618–1633, 2020; DOI: 10.25046/aj0506193
Abstract:

Day to day huge medical data have been accumulating for diabetic diseases. The complexity of storing, processing ,analyzing and predicting the data related to diabetics is not so easy for healthcare professionals .The prediction of accurate results also has the limitation due to scale of data increasing worldwide for patients, symptoms and test results .In…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
8 Pages, 1,151 KB Download PDF

ESP2: Embedded Smart Parking Prototype

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 1569–1576, 2020; DOI: 10.25046/aj0506188
Abstract:

The technological evolution and the frequent use of the Internet as a technology within the framework of the Internet of Things and Robotics has affected various fields such as Industry 4.0, smart agriculture, smart cities, home automation and autonomous cars. These advances applied to everyday life have facilitated the implementation of new concepts to minimize…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Information Systems in Computer Science (CIS))
Open AccessArticle
8 Pages, 1,124 KB Download PDF

Fabrication and Optimization of High Frequency ZnO Transducers for Both Longitudinal and Shear Emission: Application of Viscosity Measurement using Ultrasound

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 1428–1435, 2020; DOI: 10.25046/aj0506173
Abstract:

This paper covers the study of high-frequency (~ 1 GHz) ZnO piezoelectric transducer integrated on a silicon substrate able to generate both compressional and shear acoustic waves. First, to promote the longitudinal mode, an electrical matching of the transducer in this high-frequency range is effectuated. Second, to promote shear waves, new deposition conditions were applied,…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Acoustics (ACO))
Open AccessArticle
6 Pages, 753 KB Download PDF

Handling Priority Data in Smart Transportation System by using Support Vector Machine Algorithm

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 1422–1427, 2020; DOI: 10.25046/aj0506172
Abstract:

In an intelligent transportation system (ITS), time is a big challenge since processing a huge amount of data in a short time is very difficult, especially when the processed data is heterogeneous, consisting of a mixture of emergency data, normal data, and noise. In an ITS, an ambulance is one of the priority vehicles, and…

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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
9 Pages, 1,808 KB Download PDF

Effect of Starch Oxidation Degree on the Properties of Hydrogels from Dialdehyde Starch and Polyvinyl Alcohol

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 1372–1380, 2020; DOI: 10.25046/aj0506165
Abstract:

Starches have been applied as biomaterials due to their wide availability and biocompatibility. These have also been modified by oxidation, resulting in dialdehyde starch (DAS), to improve their stability in water and mechanical properties. Cassava starch with a low oxidation degree has been introduced into hydrogels based on polyvinyl alcohol (PVA) to improve their properties.…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Polymer Science (PLS))
Open AccessArticle
9 Pages, 1,362 KB Download PDF

LEACH Based Protocols: A Survey

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 1258–1266, 2020; DOI: 10.25046/aj0506150
Abstract:

Advances in the world of communications and information technology, as well as the urgent necessity to monitor particular areas and regions, have led to a considerable and influential development in the world of wireless sensor nodes. As they are small, low-cost multi-purpose nodes with limited energy and capabilities. The most important points that deserve research…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Information Systems in Computer Science (CIS))
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