Emanuel Vega

5PUBLICATIONS
15CO-AUTHORS
Deep learningSemi- and unsupervised learningData visualisation and computational (incl. parametric and generative) designCancer diagnosisSimulation, modelling, and programming of mechatronics systems
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Publications (5)

|May 27, 2026
Metaheuristic-Optimized Convolutional Neural Network for Automated Diagnosis of Viral Pneumonia and Tuberculosis from Chest X-Rays.

|Nov 26, 2025
Low-Overhead Learning: Quantized Shallow Neural Networks at the Service of Genetic Algorithm Optimization.

Fabián Pizarro, Emanuel Vega, Ricardo Soto

|Oct 16, 2025
WeldVGG: A VGG-Inspired Deep Learning Model for Weld Defect Classification from Radiographic Images with Visual Interpretability.

Gabriel López, Pablo Duque Ramírez, Emanuel Vega

|Feb 24, 2024
Skin Cancer Detection and Classification Using Neural Network Algorithms: A Systematic Review.

Pamela Hermosilla, Ricardo Soto, Emanuel Vega

|Feb 23, 2024
Autonomous Parameter Balance in Population-Based Approaches: A Self-Adaptive Learning-Based Strategy.

Emanuel Vega, José Lemus-Romani, Ricardo Soto

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Frequent Collaborators

4 joint publications

Ricardo Soto

2 joint publications

Broderick Crawford

2 joint publications

Pamela Hermosilla

1 joint publications

José Lemus-Romani