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                <text>TELKOMNIKA Telecommunication, Computing, Electronics and Control &#13;
A comparative study of mango fruit pest and disease recognition</text>
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                <text>CNN, InceptionResNet-V2, Inception-V3, Mango pest and disease, ResNet50, VGG16</text>
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                <text>Mango is a popular fruit for local consumption and export commodity.&#13;
Currently, Indonesian mango export at 37.8 M accounted for 0.115% of&#13;
world consumption. Pest and disease are the common enemies of mango that degrade the quality of mango yield. Specialized treatment in export&#13;
destinations such as gamma-ray in Australia, or hot water treatment in&#13;
Korea, demands pest-free and high-quality products. Artificial intelligence helps to improve mango pest and disease control. This paper compares the deep learning model on mango fruit pests and disease recognition. This research compares Visual Geometry Group 16 (VGG16), residual neural network 50 (ResNet50), InceptionResNet-V2, Inception-V3, and DenseNet architectures to identify pests and diseases on mango fruit. We implement transfer learning, adopt all pre-trained weight parameters from all those architectures, and replace the final layer to adjust the output. All the architectures are re-train and validated using our dataset. The tropical mango dataset is collected and labeled by a subject matter expert. The VGG16 model achieves the top validation and testing accuracy at 89% and 90%, respectively. VGG16 is the shallowest model, with 16 layers; therefore, the model was the smallest size. The testing time is superior to the rest of the experiment at 2 seconds for 130 testing images. </text>
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                <text>Kusrini, Suputa, Arief Setyanto, I Made Artha Agastya, Herlambang Priantoro, Sofyan Pariyasto</text>
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                <text>DOI: 10.12928/TELKOMNIKA.v20i6.21783</text>
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                <text>Universitas Ahmad Dahlan</text>
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                <text>Sri Wahyuni</text>
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                <text>ISSN: 1693-6930</text>
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Monoesters for transformer insulating liquid</text>
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                <text>The development of low viscosity insulating liquids derived from natural&#13;
esters is conducted in our laboratory. Nine monoesters, i.e., methyl&#13;
myristate, ethyl myristate, isopropyl myristate, methyl palmitate, ethyl&#13;
palmitate, isopropyl palmitate, methyl stearate, ethyl stearate, and isopropyl stearate were synthesized from alcohols and saturated fatty acids. Treatments were performed to reduce water and acid contents and improve the oxidation stability of the monoesters. Some fundamental properties, such as breakdown voltage, kinematic viscosity, density, water content, acidity, and oxidation stability, were tested before and after treatments. The results are evaluated based on the international electrotehnical commission (IEC) standard specifications for low-viscosity monoesters derived from natural esters, IEC 62770. Except for the water content, all other properties have good compliance with the standard. The treatments reduced the water content significantly, but the values are still slightly higher than that specified by the standard. </text>
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                <text>Abdul Rajab, Melda Latif, Muhammad Imran Hamid, Tesya Uldira Septiyeni</text>
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              <elementText elementTextId="47490">
                <text>DOI: 10.12928/TELKOMNIKA.v20i6.21870</text>
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                <text>Sri Wahyuni</text>
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                <text>ISSN: 1693-6930</text>
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                  <text>VOL. 20, NO. 6 2022</text>
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                <text>TELKOMNIKA Telecommunication, Computing, Electronics and Control &#13;
Insights on the internet of things: past, present, and future directions</text>
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                <text>Consumer, Industrial, Internet of things, IoT architecture, IoT ecosystem, Machine learning</text>
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                <text>The internet of things (IoT) is rapidly expanding and improving operations in a wide range of real-world applications, from consumer IoT and enterprise IoT to manufacturing and industrial IoT (IIoT). Consumer markets, wearable devices, healthcare, smart buildings, agriculture, and smart cities are just a few examples. This paper discusses the current state of the IoT ecosystem, its primary applications and benefits, important architectural stages, some of the problems and challenges it faces, and its future. This paper explains how an appropriate IoT architecture that saves data, analyzes it, and recommends corrective action improves the process’s ground reality. The IoT system architecture is divided into three layers: device, gateway, and platform. &#13;
This then cascades into the four stages of the IoT architectural layout: sensors and actuators; gateways and data acquisition systems; edge IT data processing; and datacenter and cloud, which use high-end apps to collect data, evaluate it, process it, and provide remedial solutions. This elegant combination provides excellent value in automatic action. In the future, IoT will continue to serve as the foundation for many technologies. Machine learning will become more popular in the coming years as IoT networks take center stage in a variety of industries. </text>
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                <text>Tole Sutikno, Daniel Thalmann</text>
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                <text>DOI: 10.12928/TELKOMNIKA.v20i6.22028</text>
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                <text>Sri Wahyuni</text>
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                <text>ISSN: 1693-6930</text>
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                <text>TELKOMNIKA Telecommunication, Computing, Electronics and Control &#13;
Design and develop authentication in electronic payment systems based on IoT and biometric</text>
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                <text>Biometrics is a highly reliable technology where it has become possible to use the characteristics of a person or user (biometrics) along with traditional passwords, and we can even say that it has become an indispensable complement in modern authentication systems today, especially with regard to bank accounts, banks, financial technology (FinTech) internet of things (IoT) devices and all a process related to money and privacy, and biometric methods are multiple and increasing day by day, the most famous of which is (iris, face chart, palm, fingerprint, and others). Biometric systems are immune and immune from modern electronic attacks, such as plagiarism or electronic theft, because the authentication here takes place when all conditions are met. Then the authentication is done and the process is completed, and the aim is to reach the highest levels of accuracy and security and to make the user more comfortable to deal with these modern systems that provide him with many advantages and high privacy. </text>
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                <text>Ahmed Abdulkarim Talib, Ayman Dawood Salman</text>
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                <text>DOI: 10.12928/TELKOMNIKA.v20i6.22157</text>
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                <text>Universitas Ahmad Dahlan</text>
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                <text>Sri Wahyuni</text>
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            <elementTextContainer>
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                <text>ISSN: 1693-6930</text>
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                <text>http://journal.uad.ac.id/index.php/TELKOMNIKA</text>
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                <text>TELKOMNIKA Telecommunication, Computing, Electronics and Control </text>
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        <name>E-payment system</name>
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        <name>Internet of Things</name>
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                <text>TELKOMNIKA Telecommunication, Computing, Electronics and Control &#13;
Performance analysis and evaluation of distance vector and link state routing protocols over a large area networks </text>
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                <text>EIGRP, IS-IS, Network performance, OPNET, OSPF, RIP</text>
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                <text>Routing protocols are extremely important incredibly significant in data&#13;
communication and computer networks. The high performance, reliability, stability, and security of the networks depend primarily on choosing the best type of dynamic routing protocol. In this paper, we evaluate and investigate the network performance for routing information protocol (RIP), enhanced interior gateway routing protocol (EIGRP), open shortest path first (OSPF), and intermediate system-to-intermediate system (IS-IS) routing protocols with three different scenarios of routes failure using the optimized network engineering tools (OPNET) simulator to determine which of the protocols is the most appropriate and effective in achieving high network performance. The results show that for large area networks, the EIGRP routing protocol&#13;
gives the best network performance when all network routers are  working with no failing, but when some network routers were failing to work and path failure is happening, the IS-IS link-state routing protocol works efficiently and gives the best performance. The obtained results for IS-IS protocol when failing seven routers is as: the hypertext transfer protocol (HTTP) page response time is (247.8 msec), voice delay variation is (4.19 μsec), video delay variation is (8.83 μsec) and ping request and response time is (115 msec). </text>
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                <text>Abdulhameed N. Hameed, Salah Abdulghani Alabady, Mohammad A. Thanoon</text>
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            <description>A related resource from which the described resource is derived</description>
            <elementTextContainer>
              <elementText elementTextId="47532">
                <text>DOI: 10.12928/TELKOMNIKA.v20i6.22211</text>
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              <elementText elementTextId="47533">
                <text>Universitas Ahmad Dahlan</text>
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                <text>December 2022</text>
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              <elementText elementTextId="47535">
                <text>Sri Wahyuni</text>
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          <element elementId="47">
            <name>Rights</name>
            <description>Information about rights held in and over the resource</description>
            <elementTextContainer>
              <elementText elementTextId="47536">
                <text>ISSN: 1693-6930</text>
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                <text>http://journal.uad.ac.id/index.php/TELKOMNIKA</text>
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                <text>English</text>
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                <text>TELKOMNIKA Telecommunication, Computing, Electronics and Control </text>
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        <name>Jurnal Nasional Informatika</name>
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        <name>Network performance</name>
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        <name>OPNET</name>
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        <name>OSPF</name>
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                  <text>VOL. 20, NO. 6 2022</text>
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Modified variable neighborhood search algorithm for maximum power point tracking in PV systems under partial shading conditions </text>
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          <element elementId="49">
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                <text>Large neighbor search, Maximum power point, MPPT, Partial shading, Photovoltaic</text>
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            <description>An account of the resource</description>
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                <text>Photovoltaic (PV) systems are being increasingly popular for power&#13;
generation from solar radiation as the usage of renewable energy grows.&#13;
To improve the efficiency, the system should operate at its the maximum&#13;
power point. Hence, several algorithms have been developed for this&#13;
purpose. Continuous tracking for the maximum power point often leads to heavy energy loss. Furthermore, partial shading can dramatically lower the performance of the system. A modified variable neighborhood search algorithm is proposed resulting zero oscillations around the operating point A set of variables are used to improve the system’s configurability in various atmospheric and geographical conditions. Simulation result proves the operation of the proposed algorithm, its accuracy, and its fast response time. </text>
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          <element elementId="39">
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            <elementTextContainer>
              <elementText elementTextId="47545">
                <text>Hazem W. Marar, Rosana W. Marar</text>
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            <description>A related resource from which the described resource is derived</description>
            <elementTextContainer>
              <elementText elementTextId="47546">
                <text>DOI: 10.12928/TELKOMNIKA.v20i6.22646</text>
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          <element elementId="45">
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              <elementText elementTextId="47547">
                <text>Universitas Ahmad Dahlan</text>
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                <text>December 2022</text>
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                <text>Sri Wahyuni</text>
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          <element elementId="47">
            <name>Rights</name>
            <description>Information about rights held in and over the resource</description>
            <elementTextContainer>
              <elementText elementTextId="47550">
                <text>ISSN: 1693-6930</text>
              </elementText>
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            <elementTextContainer>
              <elementText elementTextId="47553">
                <text>English</text>
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                <text>TELKOMNIKA Telecommunication, Computing, Electronics and Control </text>
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        <name>Large neighbor search</name>
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        <name>Maximum power point</name>
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        <name>MPPT</name>
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        <name>Partial shading</name>
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        <name>Photovoltaic</name>
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            <element elementId="50">
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                  <text>VOL. 20, NO. 6 2022</text>
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      <name>Text</name>
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Parallel field programmable gate array implementation of the sum of absolute differences algorithm used in the stereoscopic &#13;
system</text>
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          <element elementId="49">
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                <text>FPGA implementation, Hardware architecture, SAD algorithm, Stereo vision</text>
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                <text>Stereo vision is a popular method for an artificial vision-based environment perception system used in various applications such as intelligent transportation. With two cameras, the disparity map is calculated to find the distance and depth of objects in front of a moving vehicle. The key element of the stereoscopic system is based on the sum of absolute differences (SAD) algorithm, which is the most repeated operation in the stereo matching subsystem; however, this algorithm requires a very intensive processing time, statistical analysis show that the SAD block can consume more than 80% of the overall processing time of the algorithm. In this paper we propose a highly efficient hardware architecture of the SAD algorithm for real time stereo matching, the proposed architecture is established by a hierarchical parallel architecture of the SAD block, and verified by simulation and successfully implemented in Cyclone IV field programmable gate array (FPGA), it provides a significant reduction of processing time and the performance of the stereo imaging system is able to achieve 30 frames&#13;
per second of 640×480 resolution color images. </text>
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                <text>DOI: 10.12928/TELKOMNIKA.v20i6.22852</text>
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                <text>Sri Wahyuni</text>
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                <text>ISSN: 1693-6930</text>
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LPCNN: convolutional neural network for link prediction based on network structured features</text>
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                <text>In a social network (SN), link prediction (LP) is the process of estimating&#13;
whether a link will exist in the future. In prior LP papers, heuristics score&#13;
techniques were used. Recent state-of-the-art studies, like Wesfeiler-Lehman neural machine (WLNM) and learning from subgraphs, embeddings, and attributes for link prediction (SEAL), have demonstrated that heuristics scores may increase LP model accuracy by employing deep learning and sub-graphing techniques. WLNM and SEAL, on the other hand, have some limitations and perform poorly in some kinds of SNs. The goal of this research is to present a new framework for enhancing the effectiveness of LP models throughout various types of social networks while overcoming the constraints of earlier techniques. We present the link prediction based convolutional neural network (LPCNN) framework, which uses deep learning techniques to examine common neighbors and predict relations. Adapts the LP task into an image classification issue and classifies the links using a convolutional neural network. On 10 various types of real-work networks, tested the suggested LP model and compared its performance to heuristics and state-of-the-art approaches. Results revealed that our model outperforms the other LP benchmark approaches with an average area under curved (AUC) above 99%. </text>
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                <text>Asia Mahdi Naser Alzubaidi, Elham Mohammed Thabit A. Alsaadi</text>
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                <text>DOI: 10.12928/TELKOMNIKA.v20i6.22990</text>
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                <text>Sri Wahyuni</text>
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                <text>ISSN: 1693-6930</text>
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Effect of distance tip gap on screw electrode of ozone generator: simulation and experimental study</text>
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                <text>Current density, Electric field, Heat flux, Ozone generator, Screw electrode</text>
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                <text>Ozone generation using screw-type electrodes with different distance peak to peak was studied, with the view to comparing the effectiveness of the two technologies in improving for high ozone concentration. Current density, heat flux, and distribution electric potential were performed by using simulation software Ansys. These simulations indicate that the screw-type electrode with a distance of 2 mm generates the higher current density, the result is the same as the initial assumption that the screw distance 2 mm will be better than distance 1.5 mm because it has lower heat flux. Experimental work confirms that a screw model with a distance of 2 mm also has high ozone concentration than a distance 1.5 mm screw model due to current&#13;
density making electric field strength also higher to produce high ozone&#13;
concentration, as was also noted by previous authors. </text>
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                <text>Djulil Amri, Syarifa Fitria, Muhammad Irfan Jambak, Rizda Fitria Kurnia, Dwirina Yuniarti, Zainuddin Nawawi</text>
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                <text>DOI: 10.12928/TELKOMNIKA.v20i6.23289</text>
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