3 papers
Determinants of Starting Salaries for Filipino Graduates: An Explainable Machine Learning Approach
Alexander Gabriel A. Aranes, John Michael C. Magpantay, Reginald Neil C. Recario +2
Filipino graduates face a persistent disconnect between educational preparation and labor market outcomes, where starting salary is a key signal of entry-level valuation. Current P…
Is the Statistical Advantage Worth the Cost? An Empirical Comparison of KANs and MLPs for Structured Data Classification
Matthew Steven P. Toledo, Justine Raphael H. Jacinto, Vivekjeet Singh Chambal +3
This study presents an empirical benchmarking comparison between Kolmogorov-Arnold Networks (KANs) and Multi-Layer Perceptrons (MLPs) on structured tabular classification tasks. Mo…
Social Loafing Among Members of Undergraduate Software Engineering Groups: Persistence of Perception Seven Years After
Reginald Neil C. Recario, Marie Betel B. de Robles, Kristine Elaine P. Bautista +1
We surveyed 169 undergraduate students who are enrolled in various courses. They were members of software engineering groups formed to solve various real-world computational proble…