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                  <text>VOL. 22, NO.3 2024</text>
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                <text>Tungsten disulfide based wearable antenna in terahertz band for sixth generation applications</text>
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                <text>6G antenna&#13;
2D materials&#13;
Wearable electronics&#13;
Micro-strip patch antenna&#13;
Tungsten disulfide</text>
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                <text>Wireless communication networks could become quicker and more dependable as sixth generation (6G) antennas develop. One difficult development in the field of wearable technology is wearable textile antennas. Wearable textile antennas require flexible building materials, primarily textiles with planar structures. This study will concentrate on the design and specification of microstrip rectangular patch antennas that use a variety of fabrics as the substrate, such as lycra, polyester, and washed cotton. Using two-dimensional (2D) materials in the terahertz (THz) range, the study presented here will help in the construction of appropriate wearable antennas. This work may significantly improve materials science and engineering by investigating and using 2D materials, such as tungsten disulfide, in antenna design. The suggested antennas’ resonance frequencies are 1.1254 THz for polyester substrates, 4.4019 THz for washed cotton, and 2.9861 THz for lycra substrates. For substrate materials such as lycra, polyester, and washed cotton, the measured return loss was -44.92 dB, -38.17 dB, and -20.75 dB. This study could lead to the creation of new technologies and materials, such tungsten disulfide, which would have far-reaching uses outside of wearable electronics and provide significant advantages for society.</text>
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                <text>Avijit Roy, Md. Razim Bhuiyan, Md. Ariful Islam, Pahil Saha, Sumit Hassan Eshan, Raja Rashidul Hasan, Rinku Basak</text>
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                <text>Journal homepage: http://telkomnika.uad.ac.id</text>
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        <name>6G antenna 2D materials Wearable electronics Micro-strip patch antenna Tungsten disulfide</name>
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                  <text>VOL. 22, NO.3 2024</text>
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                <text>Adaptive handover control parameters based on cell load capacity in a B5G/6G heterogeneous network</text>
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                <text>Adaptive handover parameters&#13;
B5G/6G&#13;
Environmental constraints&#13;
Handover decision&#13;
Throughput</text>
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                <text>In the B5G/6G network, the deployment of small cells increased to keep up with the growth of mobile traffic. This deployment will increase the number of handovers (HOs) between cells. Ping-pong handover (PPHO) and radio link failure (RLF) are considered the two major problems in HO that may occur. So, the challenge is to set the handover control parameters (HCPs) carefully to find out the proper HO decision that should be appropriate to the environmental constraints. Therefore, in our paper, we propose an adaptive HCPs algorithm that adapts to environmental constraints. In addition, the proposed algorithm will have immunity to RLF and will significantly minimize the amount of PPHO compared to other workers. In the simulation results, our proposed model is evaluated using two frequency plans. By using frequency plan 1, the user mean throughput increased from 270 Kbps to 281 Kbps when the serving cell was fully loaded. By using frequency plan 2, the user mean throughput increased from 6 Mbps to 20 Mbps when the serving cell was fully loaded. In addition, the amount of ping-pong handover between overlapped small cells decreased and will not exceed one PPHO compared to another literature model.</text>
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                <text>Maryhan M. Mohamed1, Hesham M. Elbadawy2, Abdelhady Abdelazim Ammar</text>
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                <text>Journal homepage: http://telkomnika.uad.ac.id</text>
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                  <text>VOL. 22, NO.3 2024</text>
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                <text>Novel intelligent TOPSIS variant to rank regions for disaster preparedness</text>
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                <text>COVID-19&#13;
Decision support system&#13;
Disaster management&#13;
Multi-criteria decision-making&#13;
Technique for order of preference by similarity to ideal solution</text>
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                <text>An important facet of disaster mitigation is discovering regions based on their lack of preparedness for combating disaster. Accordingly, organizations can lay down appropriate risk management strategies and guidelines to minimize loss due to disaster. “Technique for order of preference by similarity to ideal solution (TOPSIS)” is a popular multi-criteria decision-making (MCDM) method that is deployed for ranking alternatives based on multiple pre-specified criteria. However, the method’s efficiency in ranking region as per multiple criteria for disaster management is far from the ground truth. The authors propose a novel intelligent method HCF-TOPSIS, an extension of traditional TOPSIS, to deliver an efficient ranking mechanism for regional safety assessment of disaster affected regions. HCF-TOPSIS capitalizes on entropy (H), closeness (C), and farness (F) metrics to obtain efficient ranking scores of the disaster affected regions. Extensive experimentation validates the claim and proves the superiority of HCF-TOPSIS over existing TOPSIS variants. The proposed research presents many benefits, especially to governments and stakeholders, intending to take appropriate actions to contain disasters.</text>
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                <text>Harita Ahuja1, Sharanjit Kaur1, Sunita Narang1, Rakhi Saxena2</text>
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                <text>Journal homepage: http://telkomnika.uad.ac.id</text>
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                <text>19 Jan 2024</text>
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                <text>PERI IRAWAN</text>
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        <name>COVID-19 Decision support system Disaster management Multi-criteria decision-making Technique for order of preference by similarity to ideal solution</name>
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                  <text>VOL. 22, NO.3 2024</text>
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                <text>Deep learning ensemble framework for multiclass diabetic retinopathy classification</text>
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                <text>Convolutional neural networks Explainability&#13;
Deep learning&#13;
Diabetic retinopathy&#13;
Uncertainty</text>
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                <text>Diabetic retinopathy (DR) is the leading cause of blindness among adults and has no visible symptoms. Early detection is the key to prevent vision loss. Computer-aided deep learning using convolutional neural networks (CNN) have recently gained momentum for DR diagnosis as the cost can be significantly reduced while making the diagnosis more accessible. In this work, we present a fully automated framework DR network (DRNET) that fuses both image texture features and deep learning features to train the CNN model. The framework aggregates predictions from three CNN models using ensemble learning for more precise and accurate DR diagnosis when compared to standalone CNN. To strengthen the confidence of medical practitioners in acceptance of automated DR diagnosis, we extend the DRNET framework by producing model uncertainty scores and explainability maps along with the classification results.</text>
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                <text>Mudit Saxena1, Pratap Narra1, Mayank Saxena2, Rakhi Saxena3</text>
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                <text>Journal homepage: http://telkomnika.uad.ac.id</text>
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                  <text>VOL. 22, NO.3 2024</text>
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                <text>Optimized multi correlation-based feature selection in software defect prediction</text>
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High dimensional&#13;
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Software defect</text>
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                <text>In software defect prediction, noisy attributes and high-dimensional data remain to be a critical challenge. This paper introduces a novel approach known as multi correlation-based feature selection (MCFS), which seeks to address these challenges. MCFS integrates two feature selection techniques, namely correlation-based feature selection (CFS) and correlation matrix-based feature selection (CMFS), intending to reduce data dimensionality and eliminate noisy attributes. To accomplish this, CFS and CMFS are applied independently to filter the datasets, and a weighted average of their outcomes is computed to determine the optimal feature selection. This approach not only reduces data dimensionality but also mitigates the impact of noisy attributes. To further enhance predictive performance, this paper leverages the particle swarm optimization (PSO) algorithm as a feature selection mechanism, specifically targeting improvements in the area under the curve (AUC). The evaluation of the proposed method is conducted on 12 benchmark datasets sourced from the NASA metrics data program (MDP) corpus, renowned for their noisy attributes, high dimensionality, and imbalanced class records. The research findings demonstrate that MCFS outperforms CFS and CMFS, yielding an average AUC value of 0.891, thereby emphasizing it is efficacy in advancing classification performance in the context of software defect prediction using k-nearest neighbors (KNN) classification.</text>
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                <text>Advanced encryption standard&#13;
Agile methodology&#13;
Credit cards&#13;
Payment gateway system&#13;
Rivest-shamir-adleman algorithm</text>
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          <element elementId="41">
            <name>Description</name>
            <description>An account of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="107957">
                <text>The rapid development of technology has led to various advancements, including the ability to conduct online payments through applications. Companies providing digital transaction payment services require a payment gateway system as an intermediary for online transactions. The system acts as an intermediary between merchants with digital wallets and banks, involving the company, merchants, and banks in its development. The system includes essential features like bill payment, user credit card verification, and transaction checking, customized to meet the specific requirements of merchants and adhere to security standards. In this study, we incorporated the rivest-shamir-adleman (RSA) algorithm and advanced encryption standard (AES) to ensure the security of a payment gateway system. We adopt the agile methodology in the development process of the system. We test the acceptance of the system to the user, and we also test the performance of the system. The results of this research show that the system can be accepted by the user, fulfill the user's needs, can be executed well, and performs adequately in handling multiple transactions concurrently. The outcome of this study can serve as valuable input for the company in building its own system, providing insights into algorithm implementation techniques and the system workflow.</text>
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          <element elementId="39">
            <name>Creator</name>
            <description>An entity primarily responsible for making the resource</description>
            <elementTextContainer>
              <elementText elementTextId="107958">
                <text>Veronica1, Raymond Sunardi Oetama1, Arief Ramadhan2</text>
              </elementText>
            </elementTextContainer>
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          <element elementId="48">
            <name>Source</name>
            <description>A related resource from which the described resource is derived</description>
            <elementTextContainer>
              <elementText elementTextId="107959">
                <text>Journal homepage: http://telkomnika.uad.ac.id</text>
              </elementText>
            </elementTextContainer>
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          <element elementId="40">
            <name>Date</name>
            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="107960">
                <text>Mar 5, 2024</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="37">
            <name>Contributor</name>
            <description>An entity responsible for making contributions to the resource</description>
            <elementTextContainer>
              <elementText elementTextId="107961">
                <text>PERI IRAWAN</text>
              </elementText>
            </elementTextContainer>
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          <element elementId="42">
            <name>Format</name>
            <description>The file format, physical medium, or dimensions of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="107962">
                <text>PDF</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="44">
            <name>Language</name>
            <description>A language of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="107963">
                <text>ENGLISH</text>
              </elementText>
            </elementTextContainer>
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          <element elementId="51">
            <name>Type</name>
            <description>The nature or genre of the resource</description>
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              <elementText elementTextId="107964">
                <text>TEXT</text>
              </elementText>
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    <tagContainer>
      <tag tagId="12909">
        <name>Advanced encryption standard Agile methodology Credit cards Payment gateway system Rivest-shamir-adleman algorithm</name>
      </tag>
    </tagContainer>
  </item>
</itemContainer>
