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                  <text>VOL. 21, NO. 3 2023</text>
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                <text>TELKOMNIKA Telecommunication, Computing, Electronics and Control&#13;
Comparison analysis of Bangla news articles classification using support vector machine and logistic regression</text>
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                <text>Bangla news&#13;
Bangla text classification&#13;
Logistic regression&#13;
Natural language processing&#13;
News classification&#13;
Support vector machine</text>
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                <text>In the information age, Bangla news articles on the internet are fast-growing. For&#13;
&#13;
organizing, every news site has a particular structure and categorization. News arti-&#13;
cle classification is a method to determine a document’s classification based on vari-&#13;
ous predefined categories. This research discusses the classification of Bangla news&#13;
&#13;
articles on the online platform and tries to make constructive comparison using sev-&#13;
eral classification algorithms. For Bangla news articles classification, term frequency-&#13;
inverse document frequency (TF-IDF) weighting and count vectorizer have been used&#13;
&#13;
as a feature extraction process, and two common classifiers named support vector ma-&#13;
chine (SVM) and logistic regression (LR) employed for classifying the documents. It&#13;
&#13;
is clear that the accuracy of the experimental results by applying SVM is 84.0% and&#13;
LR is 81.0% for twelve categories of news articles. In this research work, when we&#13;
have made comparison two renowned classification algorithms applied on the Bangla&#13;
news articles, LR was outperformed by SVM.</text>
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                <text>Md Gulzar Hussain, Babe Sultana , Mahmuda Rahman, Md Rashidul Hasan</text>
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                <text>http://telkomnika.uad.ac.id</text>
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                <text>peri irawan</text>
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        <name>Bangla news Bangla text classification</name>
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        <name>Jurnal Nasional Informatika</name>
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        <name>Logistic regression</name>
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        <name>natural language processing</name>
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    <elementSetContainer>
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          <element elementId="50">
            <name>Title</name>
            <description>A name given to the resource</description>
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                <text>TELKOMNIKA Telecommunication Computing Electronics and Control&#13;
Decoding of the extended Golay code by the simplified&#13;
successive-cancellation list decoder adapted to multi-kernel polar codes</text>
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          <element elementId="49">
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                <text>Binary linear block code&#13;
Coding theory&#13;
Error-correcting code&#13;
Golay code&#13;
Multi-kernel polar code</text>
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            <description>An account of the resource</description>
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                <text>This paper describes an adaptation of a polar code decoding technique in&#13;
favor of the extended Golay code. Based on the bridge provided by a&#13;
permutation matrix between the code words of these two classes of codes,&#13;
the Golay code can be decoded by any polar code technique. Contrary to the&#13;
successive-cancellation list technique which is characterized by a serial&#13;
estimation of the bits, we propose in this work an adaptation of the&#13;
simplified successive-cancellation list technique to polar codes equivalent to&#13;
the Golay code. The simulations have achieved the performance of a&#13;
maximum likelihood decoding, with the low decoding complexity of polar&#13;
codes, compared to one of the universal decoders of linear codes most&#13;
known in the literature.</text>
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                <text>Driss Khebbou, Idriss Chana, Hussain Ben-Azza</text>
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                <text>http://telkomnika.uad.ac.id</text>
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            <name>Date</name>
            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
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                <text>Nov 26, 2022</text>
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            <name>Contributor</name>
            <description>An entity responsible for making contributions to the resource</description>
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                <text>Nov 26, 2022</text>
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        <name>Binary linear block code</name>
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      <tag tagId="9763">
        <name>Coding theory Error-correcting code</name>
      </tag>
      <tag tagId="9764">
        <name>Golay code Multi-kernel polar code</name>
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                  <text>VOL. 21, NO. 3 2023</text>
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            <description>A name given to the resource</description>
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                <text>TELKOMNIKA Telecommunication Computing Electronics and Control&#13;
Implementation and analysis of 5G network identification operations at low signal-to-noise ratio</text>
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          <element elementId="49">
            <name>Subject</name>
            <description>The topic of the resource</description>
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                <text>5G mobile networks&#13;
Correlation&#13;
OFDM&#13;
Signal-to-noise ratio&#13;
Synchronization</text>
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          <element elementId="41">
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            <description>An account of the resource</description>
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                <text>The article investigates the operations of identifying a cellular network and&#13;
searching for a cell at various signal-to-noise ratios. The estimation of&#13;
frequency and time displacement, criteria for detecting the primary&#13;
synchronization signal are presented. The main contribution of this article is&#13;
the consideration of the step-by-step execution of the 5G cell search&#13;
procedure in a complex interference environment. The decoding steps of the&#13;
primary and secondary synchronization signals are being investigated. This&#13;
is achieved by analyzing the signals at each step of the correlation algorithm&#13;
for different signal-to-noise ratios. In order to verify the adequacy of the&#13;
proposed models, a sequence operation for synchronizing 5G mobile&#13;
networks with base station signals is considered. The dependence the&#13;
magnitude of the error vector modulus on the signal-to-noise ratio of a&#13;
physical broadcasting channel is investigated for three different channel&#13;
profiles without line of sight. As a result of the experiment, the error vector&#13;
of the physical broadcast channel changes from 55% to 10%, when the&#13;
&#13;
signal-to-noise ratio changes from 0 to 20 dB. In the multiple-input multiple-&#13;
output (MIMO) mode, we received a 3 dB increase in communication&#13;
&#13;
energy efficiency. The findings will be useful for 5G system designers to&#13;
troubleshoot synchronization problems.</text>
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            <description>An entity primarily responsible for making the resource</description>
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                <text>Ilya Pyatin, Juliy Boiko, Oleksander Eromenko, Igor Parkhomey</text>
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            <description>A related resource from which the described resource is derived</description>
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                <text>http://telkomnika.uad.ac.id</text>
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            <name>Date</name>
            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
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                <text>Dec 28, 2022</text>
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          <element elementId="37">
            <name>Contributor</name>
            <description>An entity responsible for making contributions to the resource</description>
            <elementTextContainer>
              <elementText elementTextId="48260">
                <text>peri irawan</text>
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            <description>A language of the resource</description>
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        <name>5G mobile networks</name>
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        <name>Correlation OFDM</name>
      </tag>
      <tag tagId="5408">
        <name>Jurnal Nasional Informatika</name>
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        <name>Signal-to-noise ratio Synchronization</name>
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                  <text>VOL. 21, NO. 3 2023</text>
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            <description>A name given to the resource</description>
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                <text>TELKOMNIKA Telecommunication Computing Electronics and Control&#13;
Differential equation fault location algorithm with harmonic effects in power system</text>
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            <description>The topic of the resource</description>
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                <text>ATPDraw&#13;
CWT&#13;
Differential equation&#13;
Signal processing&#13;
Single line ground</text>
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                <text>About 80% of faults in the power system distribution are earth faults.&#13;
Studies to find effective methods to identify and locate faults in distribution&#13;
networks are still relevant, in addition to the presence of harmonic signals&#13;
that distort waves and create deviations in the power system that can cause&#13;
many problems to the protection relay. This study focuses on a single&#13;
line-to-ground (SLG) fault location algorithm in a power system distribution&#13;
network based on fundamental frequency measured using the differential&#13;
equation method. The developed algorithm considers the presence of&#13;
harmonics components in the simulation network. In this study, several&#13;
filters were tested to obtain the lowest fault location error to reduce the&#13;
effect of harmonic components on the developed fault location algorithm.&#13;
The network model is simulated using the alternate transients program&#13;
(ATP)Draw simulation program. Several fault scenarios have been&#13;
implemented during the simulation, such as fault resistance, fault distance,&#13;
and fault inception angle. The final results show that the proposed algorithm&#13;
can estimate the fault distance successfully with an acceptable fault location&#13;
error. Based on the simulation results, the differential equation continuous&#13;
wavelet technique (CWT) filter-based algorithm produced an accurate fault&#13;
location result with a mean average error (MAE) of less than 5%.</text>
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            <description>An entity primarily responsible for making the resource</description>
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              <elementText elementTextId="48247">
                <text>Izatti Md. Amin, Mohd Rafi Adzman, Haziah Abdul Hamid, Muhd Hafizi Idris, Melaty Amirruddin, Omar Aliman</text>
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                <text>http://telkomnika.uad.ac.id</text>
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            <name>Date</name>
            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
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                <text>Oct 26, 2022</text>
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          <element elementId="37">
            <name>Contributor</name>
            <description>An entity responsible for making contributions to the resource</description>
            <elementTextContainer>
              <elementText elementTextId="48250">
                <text>peri irawan</text>
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              <elementText elementTextId="48252">
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        <name>ATPDraw CWT</name>
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      <tag tagId="5408">
        <name>Jurnal Nasional Informatika</name>
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                <elementText elementTextId="48233">
                  <text>VOL. 21, NO. 3 2023</text>
                </elementText>
              </elementTextContainer>
            </element>
          </elementContainer>
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          <element elementId="50">
            <name>Title</name>
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              <elementText elementTextId="48234">
                <text>TELKOMNIKA Telecommunication Computing Electronics and Control&#13;
A generalized Dai-Liao type CG-method with a new monotone line search for unconstrained optimization</text>
              </elementText>
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          </element>
          <element elementId="49">
            <name>Subject</name>
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              <elementText elementTextId="48235">
                <text>Dai-Liao CG-method&#13;
Global convergence property&#13;
Large-scale&#13;
Monotone line search&#13;
Optimum point</text>
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            </elementTextContainer>
          </element>
          <element elementId="41">
            <name>Description</name>
            <description>An account of the resource</description>
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              <elementText elementTextId="48236">
                <text>In this paper, we presented two developments, the first deals with&#13;
generalizing the modernization of the damped Dai-Liao formula in an&#13;
optimized manner. The second development is by suggesting a monotone&#13;
line search formula for our new algorithms. These new algorithms with the&#13;
new monotone line search yielded good numerical results when compared to&#13;
the standard Dai-Liao (DL) and minimum description length (MDL)&#13;
algorithms. Through several theorems, the new algorithms proved to have a&#13;
faster convergence to reach the optimum point. These comparisons are&#13;
drawn in the results section for the tools (Iter, Eval-F, Time) which are a&#13;
comprehensive measure of the efficiency of the new algorithms with the&#13;
basic algorithms that we used in the paper.</text>
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          <element elementId="39">
            <name>Creator</name>
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                <text>Rana Z. Al-Kawaz, Abbas Y. Al-Bayati</text>
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          <element elementId="48">
            <name>Source</name>
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              <elementText elementTextId="48238">
                <text>http://telkomnika.uad.ac.id</text>
              </elementText>
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            <name>Date</name>
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              <elementText elementTextId="48239">
                <text>Nov 12, 2022</text>
              </elementText>
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            <name>Contributor</name>
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              <elementText elementTextId="48240">
                <text>peri irawan</text>
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                <text>pdf</text>
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            <name>Language</name>
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            <elementTextContainer>
              <elementText elementTextId="48242">
                <text>english</text>
              </elementText>
            </elementTextContainer>
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    <tagContainer>
      <tag tagId="9786">
        <name>Dai-Liao CG-method</name>
      </tag>
      <tag tagId="9787">
        <name>Global convergence property Large-scale</name>
      </tag>
      <tag tagId="5408">
        <name>Jurnal Nasional Informatika</name>
      </tag>
      <tag tagId="9788">
        <name>Monotone line search Optimum point</name>
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