Edgar E. Vallejo

This paper uses Siamese Neural Networks for few-shot classification of bird phrases, overcoming data scarcity and class imbalance with state-of-the-art performance.

The paper benchmarks machine learning models for genetic data analysis using FRESA.CAD Binary Classification Benchmarking, showing quantitative and qualitative advantages over existing tools.

This study uses deep neural networks to predict late-onset Alzheimer’s disease from genetic variants, showing promise for clinical diagnosis.

This study uses an agent-based model to compare three mosquito-control strategies in spatially heterogeneous settings, finding that spatial heterogeneity significantly affects disease transmission and intervention effectiveness.