Diego P. Pinto-Roa

57 papers B 1C 22Journal 18Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	A Multi-objective Evolutionary Approach for QoS and Energy Awareness in Software-Defined Networking. CLEI Michel Francois-Larrieur, Gerardo J. Riveros-Rojas, Pedro Pablo Cespedes Sanchez, Johana Patricia-Villanueva, Diego P. Pinto-Roa
2025	J	`jnl`	Evolutionary Multiobjective Multicast Virtual Network Function Placement in NFV-SDN Networks. CLEI Electron. J. Luis G. Moré, Carlos Cañete, Cristhian Medina, José Colbes, Diego P. Pinto-Roa
2025	C	`conf`	GRU-Based Prediction of Paraguay River Levels using Hydro-meteorological Co-variates and Periodic Retraining. CLEI Nelson Ruiz, Giuliano Gonzalez, Diego P. Pinto-Roa, Diego H. Stalder, Max Pasten
2025	J	`jnl`	Multiclass Diabetic Retinopathy Classification based on Low-Rank Adaptation. CLEI Electron. J. Sebastián Ferreria-Caballero, Diego P. Pinto-Roa, José Luis Vázquez Noguera, Jordan Ayala, Pastor E. Pérez Estigarribia, Pedro E. Gardel-Sotomayor
2025	C	`conf`	Semi-dynamic Routing, Spectrum, and Core Assignment for Elastic Optical Networks using Genetic Algorithms. CLEI Francisco Garay, Oscar Giménez, José Colbes, Luis G. Moré, Diego P. Pinto-Roa
2024	J	`jnl`	Algorithms for Routing and Spectrum Allocation in Elastic Optical Networks: A Taxonomy. IEEE Access César F. Bogado-Martínez, Diego P. Pinto-Roa, Benjamín Barán
2024	C	`conf`	Evolutionary Multiobjective Multicast Virtual Network Function Placement in NFV-SDN Networks. CLEI Carlos Cañete, Cristhian Medina, Luis G. Moré, José Colbes, Diego P. Pinto-Roa
2024	J	`jnl`	Feature selection applied to QoS/QoE modeling on video and web-based mobile data services: An ordinal approach. Comput. Commun. Miguel García-Torres, Diego P. Pinto-Roa, Carlos Nunez Castillo, Brenda Quiñonez, Gabriela Vázquez, Mauricio Allegretti, María E. García-Díaz
2024	C	`conf`	Low-Rank Adaptation Applied to Multiclass Diabetic Retinopathy Classification. CLEI Sebastián Ferreira-Caballero, Diego P. Pinto-Roa, José Luis Vázquez Noguera, Jordan Ayala, Pedro E. Gardel-Sotomayor, Pastor E. Pérez Estigarribia
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
2024	—	`conf`	Multicast Routing, Modulation Level, and Spectrum Assignment in Elastic Optical Networks - A Genetic Algorithm and Light-hierarchy Approach. LANC Luis Cubilla, Diego P. Pinto-Roa, José Colbes
2024	C	`conf`	Reinforcement Learning Based Routing, Modulation Level and Spectrum Assignment in Elastic Optical Networks. CLEI Enzo Unzain, Roberto Fernandez, Diego P. Pinto-Roa
2023	—	`conf`	Comparative Analysis of Statistical and Recurrent Neural Network Models for Short-Term River Level Forecasting in the Paraguay River. LA-CCI Gustavo A. Amarilla S, Diego H. Stalder, Max Pasten, Diego P. Pinto-Roa
2023	C	`conf`	Multicast Routing, Modulation Level and Spectrum Assignment in Elastic Optical Networks - A Genetic Algorithm-Based Approach. CLEI Melisa M. Rosa Villamayor-Paredes, Jonathan E. Funes, Maria E. Vazquez, Carlos Mendez, Diego P. Pinto-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
2023	—	`conf`	Routing and Spectrum Assignment in Elastic Optical Networks through a Hybrid Approach based on K-Shortest Paths and Q-Learning. LA-CCI Ivan I. Ríos-Villalba, Santiago Arce, Luis Ayala Albertini, Diego P. Pinto-Roa
2023	J	`jnl`	Routing, modulation level, and spectrum assignment in elastic optical networks. A route-permutation based genetic algorithms. Opt. Switch. Netw. Melisa M. Rosa Villamayor-Paredes, Luis Víctor Maidana-Benítez, José Colbes, Diego P. Pinto-Roa
2023	C	`conf`	Virtual Multicast Tree Embedding and Protection Over Elastic Optical Networks Based on Genetic Algorithms. CLEI Rossana Gabriela Marín Báez, Deysi Leguizamán Correa, José Colbes, Diego P. Pinto-Roa
2022	J	`jnl`	Hybrid Incremental Deployment of HSDN Devices. IEEE Trans. Netw. Serv. Manag. Pedro Pablo Cespedes Sanchez, Bader Maluff, Diego P. Pinto-Roa, Horacio Legal Ayala
2022	—	`conf`	Multicast routing and virtual network function placement in NFV-SDN networks: a genetic algorithms approach. LANC Germán García, Diego P. Pinto-Roa
2022	C	`conf`	Optimization in Positioning of Police Resources A case study of Asunción - Paraguay. CLEI Luis Alberto Alvarez Penayo, Marco Antonio Alvarez Penayo, José Colbes, Diego P. Pinto-Roa
2022	C	`conf`	Preliminary analysis and design of a greedy algorithm for the manufacturing process of integrated circuits. CLEI Sonia Fleytas, Diego P. Pinto-Roa, José Colbes
2022	—	`conf`	Reinforcement Learning applied to the Routing and Spectrum Assignment in Elastic Optical Networks. LA-CCI Santiago Arce, Luis Ayala Albertini, Ivan Ríos, Diego P. Pinto-Roa, José Colbes, Marcos Villagra
2022	—	`conf`	Routing, baud rate, code, modulation level, and spectrum assignment in elastic optical networks: a genetic algorithms approach. LANC Divina Benitez, Richard Zorrilla, César F. Bogado-Martínez, Diego P. Pinto-Roa, Benjamín Barán
2022	—	`conf`	Virtual network function chaining placement based on dynamic multi-objective optimization and multi-criteria decision making. LANC Arnaldo Ocampo, Néstor Tapia, Diego P. Pinto-Roa
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	J	`jnl`	Electronic Health Records (EHR) of the Emergency Service of the Hospital de Clínicas: Case Study. CLEI Electron. J. María Elena García-Díaz, León Silvano Alvaro, Diego P. Pinto-Roa, Ocampos N. David, Marcelo Pederzani
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	J	`jnl`	Market basket analysis with association rules in the retail sector using Orange. Case Study: Appliances Sales Company. CLEI Electron. J. Marcos Martinez, María Belén Escobar, María-Elena Fernández-García, Diego P. Pinto-Roa
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`	Performance Analysis of Deep Learning Methods for Protein Contact Prediction in CASP13. CLEI Electron. J. Romina Valdez, Khevin Roig, Diego P. Pinto-Roa, José Colbes
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
2021	C	`conf`	Schools selection in the Department of Caazapá applying mathematical programming. CLEI Tadeo R. Saldivar-Patiño, Jorge L. Recalde-Ramírez, María Margarita López, Diego P. Pinto-Roa
2021	C	`conf`	Semi-dynamic Routing and Spectrum Assignment with variable bandwidth in Elastic Optical Networks. Bee-inspired Algorithms approach. CLEI Christian D. Pérez-López, Luis M. Soto-Bovó, José Colbes, Diego P. Pinto-Roa
2020	J	`jnl`	A New Objective Function for the Recovery of Gielis Curves. Symmetry Alejandro Marcelo Arce, Gabriel Giovanni Caroni, José Luis Vázquez Noguera, Diego P. Pinto-Roa, Horacio Legal Ayala, Sebastián A. Grillo
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
2020	—	`conf`	Multi-Objective Pareto Histogram Equalization. CLEI Selected Papers Federico Daumas-Ladouce, Miguel García-Torres, José Luis Vázquez Noguera, Diego P. Pinto-Roa, Horacio Legal Ayala
2019	C	`conf`	APHOPe: Automation of Pediatric Hemato-Oncological Protocols of the Hospital de Clínicas. CLEI Gabriela Vázquez, Mauricio Allegretti, María E. García-Díaz, Diego P. Pinto-Roa, Angélica Samudio, y Diego Figueredo
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`	ILP-based Energy Saving Routing for Software Defined Networking. CLEI Gerardo Riveros, Pedro Pablo Cespedes Sanchez, Diego P. Pinto-Roa, Horacio Legal Ayala
2019	—	`conf`	Map-Elites Algorithm for Features Selection Problem. AMW Brenda Quiñonez, Diego P. Pinto-Roa, Miguel García-Torres, María E. García-Díaz, Carlos Nunez Castillo, Federico Divina
2019	J	`jnl`	Spectrum defragmentation algorithms in elastic optical networks. Opt. Switch. Netw. Sergio Fernández-Martínez, Benjamín Barán, Diego P. Pinto-Roa
2019	C	`conf`	TapeYty - Software for routing management of urban waste collection using GIS modelling. CLEI Francisco Quiñónez, Andrea Benítez, María E. García-Díaz, Diego P. Pinto-Roa, y Jorge Meza
2018	—	`conf`	A Serial Optimization and Link-oriented Based Routing Approach for RMLSA in Elastic Optical Networks: A Comparison Among ILP Based Solution Approaches. LANC Ivan Ríos, César M. Bogado, Diego P. Pinto-Roa, Benjamín Barán
2018	J	`jnl`	Contrast Enhancement of Color Images Using a Multi-Objective Optimization Framework. Res. Comput. Sci. Luis G. Moré, Diego P. Pinto-Roa, José Luis Vázquez Noguera
2017	J	`jnl`	Bi-histogram equalization using two plateau limits. Signal Image Video Process. Pabla B. Aquino-Morínigo, Freddy R. Lugo-Solís, Diego P. Pinto-Roa, Horacio Legal Ayala, José Luis Vázquez Noguera
2017	C	`conf`	Design of software effort estimation models an approach based on linear genetic programming. CLEI Roberto Sanchez, Diego P. Pinto-Roa
2017	C	`conf`	Performance evaluation of non-hitless spectrum defragmentation algorithms in elastic optical networks. CLEI Sergio Fernández-Martínez, Diego P. Pinto-Roa
2016	J	`jnl`	Computerized Medical Diagnosis of Melanocytic Lesions based on the ABCD approach. CLEI Electron. J. Laura Raquel Bareiro Paniagua, Deysi Natalia Leguizamón Correa, Diego P. Pinto-Roa, José Luis Vázquez Noguera, Lizza A. Salgueiro Toledo
2016	—	`conf`	EONS: An online RSA simulator for elastic optical networks. SCCC Luis Delvalle, Ester Alfonzo, Diego P. Pinto-Roa
2016	J	`jnl`	Integrated, reliable and cloud-based personal health record: A scoping review. CoRR Jesus Romero, Pablo López, José Luis Vázquez Noguera, Cristian Cappo, Diego P. Pinto-Roa, Cynthia Villalba
2016	—	`conf`	Optimization-based supersymmetry model of permutations groups. SCCC Richard D. Jimenez Riveros, Diego P. Pinto-Roa
2015	C	`conf`	Computerized Diagnosis of Melanocytic Lesions Based on the ABCD Method. CLEI Deysi Natalia Leguizamón Correa, Laura Raquel Bareiro Paniagua, Jose Luis Vazquez Noguera, Diego P. Pinto-Roa, Lizza A. Salgueiro Toledo
2015	C	`conf`	MultiObjective robust network design under uncertain traffic an approach based on evolutionary algorithm. CLEI Adolfo Arteta, Diego P. Pinto-Roa
2015	B	`conf`	Parameter tuning of CLAHE based on multi-objective optimization to achieve different contrast levels in medical images. ICIP Luis G. Moré, Marcos A. Brizuela, Horacio Legal Ayala, Diego P. Pinto-Roa, Jose Luis Vazquez Noguera
2015	J	`jnl`	Quality of Protection on WDM networks: A Recovery Probability based approach. CLEI Electron. J. Marcelo Dario Rodas Britez, Diego P. Pinto-Roa