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Northwest Samar State University proudly celebrates the research accomplishment of Dr. Rolly L. Ortiz and Dr. Riz Rupert L. Ortiz, esteemed faculty members of the College of Computing and Information Sciences (CCIS), together with Dr. Francisco B. Bacamante, former Dean of the College of Computing and Information Sciences, on the successful publication of their research study titled:

“π‘­π’π’“π’†π’„π’‚π’”π’•π’Šπ’π’ˆ π‘¬π’π’“π’π’π’Žπ’†π’π’• π‘Όπ’”π’Šπ’π’ˆ π‘¬π’™π’‘π’π’π’†π’π’•π’Šπ’‚π’

π‘Ίπ’Žπ’π’π’•π’‰π’Šπ’π’ˆ 𝑴𝒆𝒕𝒉𝒐𝒅 π‘Ύπ’Šπ’•π’‰ π‘·π’‚π’“π’•π’Šπ’„π’π’† π‘Ίπ’˜π’‚π’“π’Ž π‘Άπ’‘π’•π’Šπ’Žπ’Šπ’›π’‚π’•π’Šπ’π’.”

Published in the International Journal of Artificial Intelligence and Machine Learning, Vol. 6 No. 4s (2026), the study introduces an AI-enhanced forecasting model that combines Exponential Smoothing and Particle Swarm Optimization (PSO) to improve the accuracy of enrolment predictions. The findings provide higher education institutions with a reliable decision-support tool for strategic planning, resource optimization, and institutional development.

This publication exemplifies Northwest Samar State University’s commitment to advancing research that harnesses emerging technologies to create smarter, data-driven, and future-ready educational systems.

Research that predicts. Innovation that transforms.

Excellence that leads.

Congratulations to Dr. Rolly L. Ortiz, Dr. Francisco

  1. Bacamante, and Dr. Riz Rupert L. Ortiz for this outstanding contribution to artificial intelligence and educational innovation.

Read the full article: https://doi.org/10.51483/IJAIML.6.4s.2026.17-25