Sebastián Alberto Grillo

According to our database, Sebastián Alberto Grillo authored at least 14 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Quantum Advantage in Decision Trees: A Weighted Graph and L₁ Norm Approach.

Sebastián Alberto Grillo, Bernardo Daniel Dávalos, Rodney Fabian Franco Torres, Franklin de Lima Marquezino, Edgar López Pezoa

CoRR, February, 2026

2025

Sector-Wise Backpropagation for Low-Resource Text Classification in Deep Models.

José Luis Vázquez Noguera, Carlos U. Valdez, Marvin M. Agüero, Julio César Mello Román, José D. Colbes, Sebastián A. Grillo

Proceedings of the Speech and Computer - 27th International Conference, 2025

Regression via Stacked Ensemble of Classification Models with Polynomial Meta-Learner.

José Jesús Guerrero González, Sebastián Alberto Grillo

Proceedings of the LI Latin American Computer Conference, 2025

2024

Fraudulent Transactions Identification Using a Machine Learning Approach.

Silvia Vázquez-Noguera, Miguel García-Torres, Sebastián A. Grillo, Francisco Gómez-Vela, Katherin Arrua, Ricardo R. Palma, Lorena Andrea Bearzotti

Proceedings of the 19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024, 2024

2023

Short-Term Electricity Demand Forecasting: Evaluating the Effectiveness of Statistical, Machine Learning, and Deep Learning Models.

Felix Morales-Mareco, Carlos Sauer Ayala, Diego H. Stalder, Luis Salgueiro, Sebastián A. Grillo

Proceedings of the XLIX Latin American Computer Conference, 2023

2021

Adjacent Inputs With Different Labels and Hardness in Supervised Learning.

Sebastián A. Grillo, Julio César Mello Román, Jorge Daniel Mello-Román, Jose Luis Vazquez Noguera, Miguel García-Torres, Federico Divina, Pedro E. Gardel-Sotomayor

IEEE Access, 2021

Automatic Diagnosis of Diabetic Retinopathy from Fundus Images Using Neuro-Evolutionary Algorithms.

Diego A. Aquino Brítez, Jordan Ayala Gómez, José Luis Vázquez Noguera, Miguel García-Torres, Julio César Mello Román, Pedro E. Gardel-Sotomayor, Verónica Elisa Castillo Benitez, Ingrid Castro Matto, Diego P. Pinto-Roa, Jaques Facon, Sebastián Alberto Grillo

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

2020

A New Objective Function for the Recovery of Gielis Curves.

Alejandro Marcelo Arce, Gabriel Giovanni Caroni, José Luis Vázquez Noguera, Diego P. Pinto-Roa, Horacio Legal Ayala, Sebastián A. Grillo

Symmetry, 2020

2019

Fourier 1-norm and quantum speed-up.

Sebastián Alberto Grillo, Franklin de Lima Marquezino

Quantum Inf. Process., 2019

A linear relation between input and first layer in neural networks.

Sebastián A. Grillo

Ann. Math. Artif. Intell., 2019

2018

Quantum Query as a state decomposition.

Sebastián Alberto Grillo, Franklin L. Marquezino

Theor. Comput. Sci., 2018

Color Image Enhancement Using a Multiscale Morphological Approach.

Raul Mendez, Rodolfo Cardozo, José Luis Vázquez Noguera, Horacio Legal Ayala, Julio César Mello Román, Sebastián A. Grillo, Miguel García-Torres

Proceedings of the Computer Science - CACIC 2018, 2018

2016

L₁-norm and quantum speed-up.

Sebastián Alberto Grillo, Franklin L. Marquezino

CoRR, 2016

Quantum query without unitary operators.

Sebastián Alberto Grillo, Franklin L. Marquezino

CoRR, 2016