{"id":16,"date":"2024-12-19T15:11:17","date_gmt":"2024-12-19T08:11:17","guid":{"rendered":"http:\/\/artitayaporn.it.msu.ac.th\/?page_id=16"},"modified":"2025-08-20T09:35:56","modified_gmt":"2025-08-20T02:35:56","slug":"publications","status":"publish","type":"page","link":"https:\/\/artitayaporn.it.msu.ac.th\/?page_id=16","title":{"rendered":"Publications"},"content":{"rendered":"\n<div class=\"wp-block-group alignfull has-accent-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-2 wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\">\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-stretch is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<div class=\"wp-block-group is-vertical is-content-justification-stretch is-layout-flex wp-container-core-group-is-layout-1 wp-block-group-is-layout-flex\" style=\"min-height:100%\">\n<p class=\"has-heading-font-family has-x-large-font-size\" style=\"line-height:1.2\">Journals &amp; Conferences<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<ul class=\"wp-block-list\">\n<li><strong>Rojarath, A.<\/strong>, Songpan, W., &amp;\u00a0Surinta, O.\u00a0(2025). <a href=\"https:\/\/ph02.tci-thaijo.org\/index.php\/mijet\/article\/view\/254615\">Depression Classification with Imbalanced Data Problems: Literature Survey<\/a>,\u00a0<em>Engineering Access<\/em>, 11(2), 185-199. <a href=\"https:\/\/doi.org\/10.14456\/mijet.2025.18\">https:\/\/doi.org\/10.14456\/mijet.2025.18<\/a><\/li>\n\n\n\n<li><strong>Rojarath, A.<\/strong>, Songpan, W., Okafor, E., &amp;<strong>&nbsp;<\/strong>Surinta, O.&nbsp;(2025). Enhancing Personality Characteristics Analysis with SMOTE and Association Rule Mining: A Case Study on Introverts and Extroverts,&nbsp;<em>ICIC Express Letters,&nbsp;<\/em>19(6), 597-606. <a href=\"https:\/\/doi.org\/10.24507\/icicel.19.06.597\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/doi.org\/10.24507\/icicel.19.06.597<\/a><\/li>\n\n\n\n<li>Khamket, T., Polpinij, Jantima., <strong>Rojarath, A.<\/strong>, Luaphol, B. (2025). Enhancing Sentiment Classification: A Comparative Analysis of Supervised and Unsupervised Methods for Improving Training Data Quality, <em>ICIC Express Letters, Part B: Applications<\/em>, 16(5), 471-479. <a href=\"https:\/\/doi.org\/10.24507\/icicelb.16.05.471\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/doi.org\/10.24507\/icicelb.16.05.471<\/a><\/li>\n\n\n\n<li>Sarawan, K., Polpinij, J., Somprasertsri, G., <strong>Rojarath, A.<\/strong>, Luaphol, B. (2025). Multiclass Classification Approach for Detecting Software Bug Severity Level from Bug Reports, <em>ICIC Express Letters, Part B: Applications<\/em>, 16(5), 567-576. <a href=\"https:\/\/doi.org\/10.24507\/icicelb.16.05.567\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/doi.org\/10.24507\/icicelb.16.05.567 <\/a><\/li>\n\n\n\n<li><strong>Rojarath, A.<\/strong>, Jantama, T., Srirat, W., Mookpakdee, N., khumwiso, K., &amp;&nbsp;&nbsp;Surinta, O.<strong>&nbsp;<\/strong>(2024).&nbsp;<a href=\"https:\/\/li01.tci-thaijo.org\/index.php\/scimsujournal\/article\/view\/258947\" target=\"_blank\" rel=\"noreferrer noopener\">Factors analysis affecting stroke disease using association rules.<\/a>&nbsp;<em>Journal of Science and Technology Mahasakham University,&nbsp;<\/em>43(3), 206-222. (TCI 1) [In Thai]<\/li>\n\n\n\n<li><strong>Rojarath, A.<\/strong>, &amp; Songpan, W. (2021). Cost-sensitive probability for weighted voting in an ensemble model for multi-class classification problems. Applied Intelligence, 51(7), 4908\u20134932. <a href=\"https:\/\/doi.org\/10.1007\/s10489-020-02106-3\">https:\/\/doi.org\/10.1007\/s10489-020-02106-3<\/a><\/li>\n\n\n\n<li><strong>Rojarath, A.<\/strong>, &amp; Songpan, W. (2020). Probability-Weighted Voting Ensemble Learning for Classification Model. Journal of Advances in Information Technology, 11(4), 217\u2013227. <a href=\"https:\/\/doi.org\/10.12720\/jait.11.4.217-227\">https:\/\/doi.org\/10.12720\/jait.11.4.217-227<\/a><\/li>\n\n\n\n<li><strong>Rojarath, A.<\/strong>, Songpan, W., &amp; Pong-inwong, C. (2016). Improved ensemble learning for classification techniques based on majority voting. 2016 7th IEEE International Conference on Software Engineering and Service Science (ICSESS). <a href=\"https:\/\/doi.org\/10.1109\/ICSESS.2016.7883026\">https:\/\/doi.org\/10.1109\/ICSESS.2016.7883026<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-container-core-group-is-layout-3 wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\">\n<div class=\"wp-block-columns alignwide are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-2 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<h2 class=\"wp-block-heading\">Researcher Profiles<\/h2>\n\n\n\n<ul style=\"line-height:1.75\" class=\"wp-block-list is-style-checkmark-list\">\n<li>ORCID<\/li>\n\n\n\n<li>Scopus<\/li>\n\n\n\n<li>Google Scholar<\/li>\n\n\n\n<li>Research Gate<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/orcid.org\/0009-0001-7852-1557\" target=\"_blank\" rel=\"noreferrer noopener\">ORCID<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.scopus.com\/authid\/detail.uri?authorId=57215347920\" target=\"_blank\" rel=\"noreferrer noopener\">Scopus<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-outline is-style-outline--2\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/scholar.google.com\/citations?user=8EEZkwwAAAAJ&amp;hl=en\" target=\"_blank\" rel=\"noreferrer noopener\">Google Scholar<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-outline is-style-outline--3\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.researchgate.net\/profile\/Artitayaporn_Rojarath\" target=\"_blank\" rel=\"noreferrer noopener\">Research Gate<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<figure class=\"wp-block-image size-full is-style-rounded is-style-rounded--4\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"800\" src=\"http:\/\/artitayaporn.it.msu.ac.th\/wp-content\/uploads\/2024\/12\/abstract-geometric-art.png\" alt=\"\" class=\"wp-image-56\" style=\"aspect-ratio:4\/3;object-fit:cover\" srcset=\"https:\/\/artitayaporn.it.msu.ac.th\/wp-content\/uploads\/2024\/12\/abstract-geometric-art.png 1200w, https:\/\/artitayaporn.it.msu.ac.th\/wp-content\/uploads\/2024\/12\/abstract-geometric-art-300x200.png 300w, https:\/\/artitayaporn.it.msu.ac.th\/wp-content\/uploads\/2024\/12\/abstract-geometric-art-1024x683.png 1024w, https:\/\/artitayaporn.it.msu.ac.th\/wp-content\/uploads\/2024\/12\/abstract-geometric-art-768x512.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Journals &amp; Conferences Researcher Profiles<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-16","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/artitayaporn.it.msu.ac.th\/index.php?rest_route=\/wp\/v2\/pages\/16","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/artitayaporn.it.msu.ac.th\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/artitayaporn.it.msu.ac.th\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/artitayaporn.it.msu.ac.th\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/artitayaporn.it.msu.ac.th\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16"}],"version-history":[{"count":10,"href":"https:\/\/artitayaporn.it.msu.ac.th\/index.php?rest_route=\/wp\/v2\/pages\/16\/revisions"}],"predecessor-version":[{"id":126,"href":"https:\/\/artitayaporn.it.msu.ac.th\/index.php?rest_route=\/wp\/v2\/pages\/16\/revisions\/126"}],"wp:attachment":[{"href":"https:\/\/artitayaporn.it.msu.ac.th\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}