{"id":2281,"date":"2026-05-07T09:16:33","date_gmt":"2026-05-07T09:16:33","guid":{"rendered":"https:\/\/ijcsmc.com\/?page_id=2281"},"modified":"2026-06-30T12:07:52","modified_gmt":"2026-06-30T12:07:52","slug":"volume-15-issue-5-may-2026","status":"publish","type":"page","link":"https:\/\/ijcsmc.com\/index.php\/volume-15-issue-5-may-2026\/","title":{"rendered":"Volume 15 Issue 5 May 2026"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Title:&nbsp;Evaluating Predictive Accuracy: A Systematic Comparison of CART and M5P<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Authors:&nbsp;Abhijeet Mankar; Sudhakar Bhoite; Kirti Raskar<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Country: India<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DOI: <a href=\"https:\/\/doi.org\/10.47760\/ijcsmc.2026.v15i05.001\" title=\"\">10.47760\/ijcsmc.2026.v15i05.001<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ijcsmc.com\/docs\/papers\/May2026\/V15I5202602.pdf\" title=\"\">View\/Download-PDF<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Title:&nbsp;A Low Cost Line-Following Robot: Development and Performance Evaluation for Educational and Industrial Applications<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Authors:&nbsp;Reijus M. Cruz; Cherry Ann A. Angus; Alejandro B. Leganada; Sunny Rey T. Bucayani; Kristine Soberano<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Country: Philippines<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DOI: <a href=\"https:\/\/doi.org\/10.47760\/ijcsmc.2026.v15i05.002\" title=\"\">10.47760\/ijcsmc.2026.v15i05.002<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ijcsmc.com\/docs\/papers\/May2026\/V15I5202604.pdf\" title=\"\">View\/Download-PDF<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Title:&nbsp;A Data-Driven Analysis of Price Variations and Influencing Factors of Fresh Fish Products in Public Markets of Bantayan Island, Cebu<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Authors:&nbsp;Kent Peter M. Medallo; Jose C. Quiamco; Mary Ann L. Sisdoyro; Cheska Marie E. Jumantoc; Glinford P. Buncal; Jona A. Niedo; Serafin C. Palmares; Kristine T. Soberano<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Country: Philippines<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DOI: <a href=\"https:\/\/doi.org\/10.47760\/ijcsmc.2026.v15i05.003\" title=\"\">10.47760\/ijcsmc.2026.v15i05.003<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ijcsmc.com\/docs\/papers\/May2026\/V15I5202606.pdf\" title=\"\">View\/Download-PDF<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Title:&nbsp;NexEd: An Electronic Learning Management System with Descriptive Analytics for Data-Informed Education<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Authors:&nbsp;Kyla May G. Bro\u00f1ola; Angel Mae L. Lamis; Andrew C. Braza; Myca Pacibo; Alejandro Leganada; Serafin C. Palmares; Kristine Soberano<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Country: Philippines<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DOI: <a href=\"https:\/\/doi.org\/10.47760\/ijcsmc.2026.v15i05.004\" title=\"\">10.47760\/ijcsmc.2026.v15i05.004<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ijcsmc.com\/docs\/papers\/May2026\/V15I5202607.pdf\" title=\"\">View\/Download-PDF<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Title:&nbsp;AI-Driven Predictive Modeling for Tattoo-Associated Jaundice Using Scalable Machine Learning Techniques<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Authors:&nbsp;M. Gajalakshmi; Rajesh Balaji<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Country: India \/ USA<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DOI: <a href=\"https:\/\/doi.org\/10.47760\/ijcsmc.2026.v15i05.005\" title=\"\">10.47760\/ijcsmc.2026.v15i05.005<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ijcsmc.com\/docs\/papers\/May2026\/V15I5202608.pdf\" title=\"\">View\/Download-PDF<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Title:&nbsp;AI-Driven Autonomous Health-Governed Cloud Infrastructure: A Framework for Intelligent IaC, Policy-as-Code, and Safe Deployment Governance<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Authors:&nbsp;Maheshbabu Dhanekula; Rajesh Balaji<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Country: USA<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DOI: <a href=\"https:\/\/doi.org\/10.47760\/ijcsmc.2026.v15i05.006\" title=\"\">10.47760\/ijcsmc.2026.v15i05.006<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ijcsmc.com\/docs\/papers\/May2026\/V15I5202610.pdf\" title=\"\">View\/Download-PDF<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Title:&nbsp;A Data-Driven Analytical Evaluation of ICT Portal Features and Their Influence on Faculty User Satisfaction in Higher Education<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Authors:&nbsp;Dyna E. Drilon; John Albert M. Morin; John Augustus P. Diesto; Dinnes A. Dogomeo; Crimary C. Mahinay; Jhyclyff P. Junco; Serafin C. Palmares; Kristine T. Soberano<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Country: Philippines<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DOI: <a href=\"https:\/\/doi.org\/10.47760\/ijcsmc.2026.v15i05.007\" title=\"\">10.47760\/ijcsmc.2026.v15i05.007<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ijcsmc.com\/docs\/papers\/May2026\/V15I5202616.pdf\" title=\"\">View\/Download-PDF<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Title:&nbsp;Perceptions and Readiness for Artificial Intelligence Integration in Higher Education: A Quantitative Descriptive Study at Colegio de Sta. Ana de Victorias, Inc.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Authors:&nbsp;Luzvim B. Perez; Ross Ann Gill A. Gellegani; Jerome J. Doria; Kristine T. Soberano<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Country: Philippines<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DOI: <a href=\"https:\/\/doi.org\/10.47760\/ijcsmc.2026.v15i05.008\" title=\"\">10.47760\/ijcsmc.2026.v15i05.008<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ijcsmc.com\/docs\/papers\/May2026\/V15I5202617.pdf\" title=\"\">View\/Download-PDF<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Title:&nbsp;PhantomStorm: Design and Implementation of a Real-Time Machine Learning-Driven DDoS Detection Engine with Adaptive Isolation Forest and Live WebSocket Dashboard<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Authors:&nbsp;Yogesh Kumar M; Dr. S. Latha<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Country: India<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DOI: <a href=\"https:\/\/doi.org\/10.47760\/ijcsmc.2026.v15i05.009\" title=\"\">10.47760\/ijcsmc.2026.v15i05.009<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ijcsmc.com\/docs\/papers\/May2026\/V15I5202619.pdf\" title=\"\">View\/Download-PDF<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Title:&nbsp;A Data-Driven Human Resource Analytics Approach to Compliance-Based and Project-Based Document Management: Development and Quantitative Evaluation of a Targeted Analytics System<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Authors:&nbsp;Luzvim B. Perez; Jerome J. Doria; Rosalie P. Senorio; Ronald P. Dulman; Arianne Grace N. Barbaza; John Eric Blancia; Serafin C. Palmares; Kristine T. Soberano<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Country: Philippines<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DOI: <a href=\"https:\/\/doi.org\/10.47760\/ijcsmc.2026.v15i05.010\" title=\"\">10.47760\/ijcsmc.2026.v15i05.010<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ijcsmc.com\/docs\/papers\/May2026\/V15I5202621.pdf\" title=\"\">View\/Download-PDF<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Title:&nbsp;Adaptive Learning Management System with AI-Enhanced Personalized Curriculum<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Authors:&nbsp;Kurt Bryan S. Alegre<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Country: Philippines<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DOI: <a href=\"https:\/\/doi.org\/10.47760\/ijcsmc.2026.v15i05.011\" title=\"\">10.47760\/ijcsmc.2026.v15i05.011<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ijcsmc.com\/docs\/papers\/May2026\/V15I5202622.pdf\" title=\"\">View\/Download-PDF<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Title:&nbsp;EduPredict: An AI-Driven Academic Performance Prediction System for Early Identification and Personalized Intervention of At-Risk College Students<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Authors:&nbsp;Reijus M. Cruz; Patrick B. Solis; Rosa Mae Bascar; Jomar A. Mondero; Roden B. Pelegrino Jr.; Jeffric S. Pisuena; Kristine T. Soberano<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Country: Philippines<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DOI: <a href=\"https:\/\/doi.org\/10.47760\/ijcsmc.2026.v15i05.012\" title=\"\">10.47760\/ijcsmc.2026.v15i05.012<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ijcsmc.com\/docs\/papers\/May2026\/V15I5202624.pdf\" title=\"\">View\/Download-PDF<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Title:&nbsp;Electronic Voting System for the Supreme Student Government (SSG) of one of the Maritime Higher Education Institution in Negros Occidental, Philippines<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Authors:&nbsp;Dyna E. Drilon; John Albert M. Morin; John Augustus P. Diesto; Crimary C. Mahinay; Kristine T. Soberano<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Country: Philippines<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DOI: <a href=\"https:\/\/doi.org\/10.47760\/ijcsmc.2026.v15i05.013\" title=\"\">10.47760\/ijcsmc.2026.v15i05.013<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ijcsmc.com\/docs\/papers\/May2026\/V15I5202626.pdf\" title=\"\">View\/Download-PDF<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Title:&nbsp;Web-Based Report Management System with Incident Mapping: VAWC Cases<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Authors:&nbsp;Angel Mae L. Lamis; Kyla May G. Bro\u00f1ola; Kristine Soberano<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Country: Philippines<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DOI: <a href=\"https:\/\/doi.org\/10.47760\/ijcsmc.2026.v15i05.014\" title=\"\">10.47760\/ijcsmc.2026.v15i05.014<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ijcsmc.com\/docs\/papers\/May2026\/V15I5202628.pdf\" title=\"\">View\/Download-PDF<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Title:&nbsp;Predictive Analytics in Human Resource with Machine Learning<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Authors:&nbsp;Juniel M. Marfa<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Country: Philippines<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DOI: <a href=\"https:\/\/doi.org\/10.47760\/ijcsmc.2026.v15i05.015\" title=\"\">10.47760\/ijcsmc.2026.v15i05.015<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ijcsmc.com\/docs\/papers\/May2026\/V15I5202630.pdf\" title=\"\">View\/Download-PDF<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Title:&nbsp;Development of a Machine Learning Model for Predictive Analysis of Patient Trends and Healthcare Service Efficiency<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Authors:&nbsp;Colyn D. Vargas; Neil Glenn T. Balidiong; Mel Adrian T. Cordero; Ronald De La Cruz Jr.; Nicole Faulan; Veronica C. Castillo; Serafin C. Palmares; Kristine T. Soberano<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Country: Philippines<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DOI: <a href=\"https:\/\/doi.org\/10.47760\/ijcsmc.2026.v15i05.016\" title=\"\">10.47760\/ijcsmc.2026.v15i05.016<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ijcsmc.com\/docs\/papers\/May2026\/V15I5202631.pdf\" title=\"\">View\/Download-PDF<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Title:&nbsp;Attribute-Guided Multi-Image Product Category Identification Using CLIP Representations<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Authors:&nbsp;Gaon Cheon; Taek Lee<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Country: Republic of Korea<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DOI: <a href=\"https:\/\/doi.org\/10.47760\/ijcsmc.2026.v15i05.017\" title=\"\">10.47760\/ijcsmc.2026.v15i05.017<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ijcsmc.com\/docs\/papers\/May2026\/V15I5202632.pdf\" title=\"\">View\/Download-PDF<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Title:&nbsp;Programming Quadruped Robots: A Survey of Locomotion, Control, and Perception<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Authors:&nbsp;Asia Harris; Yujian Fu<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Country: USA<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DOI: <a href=\"https:\/\/doi.org\/10.47760\/ijcsmc.2026.v15i05.018\" title=\"\">10.47760\/ijcsmc.2026.v15i05.018<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ijcsmc.com\/docs\/papers\/May2026\/V15I5202612.pdf\" title=\"\">View\/Download-PDF<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:26px\"><strong>Contact us or submit a paper through below form:<\/strong><\/p>\n\n\n\n<div class=\"forminator-guttenberg\"><div class=\"forminator-ui forminator-custom-form forminator-custom-form-1020 forminator-design--default  forminator_ajax\" data-forminator-render=\"0\" data-form=\"forminator-module-1020\" data-uid=\"6a61460913a59\"><br\/><\/div><form\n\t\t\t\tid=\"forminator-module-1020\"\n\t\t\t\tclass=\"forminator-ui forminator-custom-form forminator-custom-form-1020 forminator-design--default  forminator_ajax\"\n\t\t\t\tmethod=\"post\"\n\t\t\t\tdata-forminator-render=\"0\"\n\t\t\t\tdata-form-id=\"1020\"\n\t\t\t\tenctype=\"multipart\/form-data\" data-color-option=\"default\" data-design=\"default\" data-grid=\"open\" style=\"display: none;\"\n\t\t\t\tdata-uid=\"6a61460913a59\"\n\t\t\t><div role=\"alert\" aria-live=\"polite\" class=\"forminator-response-message forminator-error\" aria-hidden=\"true\"><\/div><div class=\"forminator-row\"><div id=\"name-1\" class=\"forminator-field-name forminator-col forminator-col-12 \"><div class=\"forminator-field\"><label for=\"forminator-field-name-1_6a61460913a59\" id=\"forminator-field-name-1_6a61460913a59-label\" class=\"forminator-label\">First Name <span class=\"forminator-required\">*<\/span><\/label><input type=\"text\" name=\"name-1\" value=\"\" placeholder=\"E.g. 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