Julio César Mello Román

23 papers C 7Journal 7Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep learning prediction of tooth extraction decisions from limited intraoral and extraoral image data. Discov. Artif. Intell. Ricardo Daniel Escobar Torres, Julieta Mendez, Pedro E. Gardel-Sotomayor, Ulises Villasanti, Ana Liesel Guggiari, Marta Ferreira, Julio César Mello Román, José Luis Vázquez Noguera, Miguel García-Torres, Jazmin Servin, María Silvia Verón González, Cecilia María Marín Ramírez
2025	—	`conf`	Sector-Wise Backpropagation for Low-Resource Text Classification in Deep Models. SPECOM (2) José Luis Vázquez Noguera, Carlos U. Valdez, Marvin M. Agüero, Julio César Mello Román, José D. Colbes, Sebastián A. Grillo
2024	C	`conf`	Development of Applications Based on Microservices - Case Study of Ministry of Economy and Finance of Paraguay. CLEI Rafael Fermin Palau Heikel, Marcos Benítez Guayuan, Marcelo López Cremona, Horacio Nemeth, Julio César Mello Román
2024	—	`conf`	Impact of ANEAES Accreditations on the Continuous Improvement of the Production Systems Engineering Degree Program at the Polytechnic Faculty of the National University of Asunción. ICACIT Zulma Lucia Demattei Ortiz, José Luis Vázquez Noguera, Julio César Mello Román
2024	J	`jnl`	Multi-objective Evolutionary Algorithms based Operation Sequence Design for Image Segmentation. CLEI Electron. J. Pedro E. Gardel-Sotomayor, Diego P. Pinto-Roa, Julio César Mello Román, José Luis Vázquez Noguera, Ramón Quintana, Fredy Roa
2023	C	`conf`	Multiclass Diabetic Retinopathy Classification of Eye Fundus Images Small Datasets Performance Improvement - A Neuroevolution Approach. CLEI José Luis Vázquez Noguera, Julio César Mello Román, Diego P. Pinto-Roa, Santiago Gómez, Jordan Ayala, Diego A. Aquino Brítez, Pedro E. Gardel-Sotomayor, Miguel García-Torres, Jacques Facon, Verónica Elisa Castillo Benitez, Ingrid Castro Matto, Pastor E. Pérez Estigarribia
2023	C	`conf`	Operation Sequence Design for Image Segmentation Based on Multi-Objective Evolutionary Algorithms. CLEI Diego P. Pinto-Roa, Julio César Mello Román, José Luis Vázquez Noguera, Ramón Quintana, Fredy Roa, Pedro E. Gardel-Sotomayor
2021	J	`jnl`	Adjacent Inputs With Different Labels and Hardness in Supervised Learning. IEEE Access Sebastián A. Grillo, Julio César Mello Román, Jorge Daniel Mello-Román, Jose Luis Vazquez Noguera, Miguel García-Torres, Federico Divina, Pedro E. Gardel-Sotomayor
2021	—	`conf`	Automatic Diagnosis of Diabetic Retinopathy from Fundus Images Using Neuro-Evolutionary Algorithms. MedInfo 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
2021	—	`conf`	Automatic Diagnosis of Ocular Toxoplasmosis from Fundus Images with Residual Neural Networks. MIE Rodrigo Parra, Verena Ojeda, José Luis Vázquez Noguera, Miguel García-Torres, Julio César Mello Román, Cynthia Villalba, Jacques Facon, Federico Divina, Olivia Cardozo, Verónica Elisa Castillo, Ingrid Castro Matto
2021	—	`conf`	Forecasting Electricity Consumption Data from Paraguay Using a Machine Learning Approach. SOCO José A. Gallardo, Miguel García-Torres, Francisco Gómez-Vela, Félix Morales, Federico Divina, David Becerra-Alonso, Gustavo Velázquez, Federico Daumas-Ladouce, José Luis Vázquez Noguera, Carlos Sauer Ayala, Diego P. Pinto-Roa, Pedro E. Gardel-Sotomayor, Julio César Mello Román
2021	C	`conf`	Image Brightness reduction by canceling bright areas using brightness level and reconstruction by geodesic dilation. CLEI Edgar Rubén Godoy Liseras, Julio César Mello Román, José Luis Vázquez Noguera, Horacio Legal Ayala
2021	C	`conf`	Microscopy Mineral Image Enhancement Using Multiscale Top-Hat Transform. CLEI Julio César Mello Román, José Luis Vázquez Noguera, Horacio Legal Ayala, Diego P. Pinto-Roa, Magna Maria Monteiro, Jesús César Ariel López Colmán
2021	J	`jnl`	Panoramic Dental Radiography Image Enhancement Using Multiscale Mathematical Morphology. Sensors Julio César Mello Román, Vicente R. Fretes, Carlos G. Adorno, Ricardo Gariba Silva, José Luis Vázquez Noguera, Horacio Legal Ayala, Jorge Daniel Mello-Román, Ricardo Daniel Escobar Torres, Jacques Facon
2021	—	`conf`	Scatter search for high-dimensional feature selection using feature grouping. GECCO Companion Miguel García-Torres, Francisco Gómez-Vela, Federico Divina, Diego P. Pinto-Roa, José Luis Vázquez Noguera, Julio César Mello Román
2020	C	`conf`	A Multiscale Morphological Method for Visible and Infrared Images Fusion. CLEI Julio César Mello Román, José Luis Vázquez Noguera, Horacio Legal Ayala
2020	—	`conf`	Medical Image Enhancement With Brightness and Detail Preserving Using Multiscale Top-hat Transform by Reconstruction. CLEI Selected Papers Julio César Mello Román, Ricardo Escobar, Fabiola Martínez, José Luis Vázquez Noguera, Horacio Legal Ayala, Diego P. Pinto-Roa
2019	J	`jnl`	Entropy and Contrast Enhancement of Infrared Thermal Images Using the Multiscale Top-Hat Transform. Entropy Julio César Mello Román, José Luis Vázquez Noguera, Horacio Legal Ayala, Diego P. Pinto-Roa, Santiago Gómez-Guerrero, Miguel García-Torres
2019	C	`conf`	Fusion of infrared and visible images using multiscale morphology. CLEI Cecilia Araceli Saravia, Magali E. Mereles Peralta, Julio César Mello Román, José Luis Vázquez Noguera, Horacio Legal Ayala
2019	J	`jnl`	Predictive Models for the Medical Diagnosis of Dengue: A Case Study in Paraguay. Comput. Math. Methods Medicine Jorge Daniel Mello-Román, Julio César Mello Román, Santiago Gómez-Guerrero, Miguel García-Torres
2019	J	`jnl`	Quadri-histogram equalization using cutoff limits based on the size of each histogram with preservation of average brightness. Signal Image Video Process. Isidro Augusto Brizuela Pineda, Rubén Darío Medina Caballero, Juan José Cáceres Silva, Julio César Mello Román, José Luis Vázquez Noguera
2018	—	`conf`	Color Image Enhancement Using a Multiscale Morphological Approach. CACIC Raul Mendez, Rodolfo Cardozo, José Luis Vázquez Noguera, Horacio Legal Ayala, Julio César Mello Román, Sebastián A. Grillo, Miguel García-Torres
2017	—	`conf`	Top-Hat Transform for Enhancement of Aerial Thermal Images. SIBGRAPI Julio César Mello Román, Horacio Legal Ayala, Jose Luis Vazquez Noguera