Martín Pedemonte

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 22

Top Topics

Regression Problems

Forecasting Model

Top Venues

EvoApplications

Publications

Manuel Freire, Raúl Marichal, Ernesto Dufrechou, Pablo Ezzatti, Martín Pedemonte
Trajectory-based Metaheuristics for Improving Sparse Matrix Storage. LA-CCI (2023)
Jimena Ferreira, Ana Inés Torres, Martín Pedemonte
A Kaizen Programming algorithm for multi-output regression based on a heterogeneous island model. Neural Comput. Appl. 35 (13) (2023)
Jimena Ferreira, Ana Inés Torres, Martín Pedemonte
Does Kaizen Programming need a physic-informed mechanism to improve the search? LA-CCI (2023)
Martín Lago, Nicolás Lantean, Santiago Rodríguez, Federico Defranco, Martín Pedemonte
Scheduling of the Uruguayan Football and Basketball Leagues. LA-CCI (2022)
Jimena Ferreira, Ernesto Dufrechou, Martín Pedemonte
Kaizen Programming for predicting numerical linear algebra operations performance. LA-CCI (2022)
Ángel Panizo-LLedot, Martín Pedemonte, Gema Bello Orgaz, David Camacho
Addressing Evolutionary-Based Dynamic Problems: A New Methodology for Evaluating Immigrants Strategies in MOGAs. IEEE Access 10 (2022)
Jimena Ferreira, Martín Pedemonte, Ana Inés Torres
Development of a machine learning-based soft sensor for an oil refinery's distillation column. Comput. Chem. Eng. 161 (2022)
Gastón Notte, Pablo Chilibroste, Martín Pedemonte, Héctor Cancela
Evolutionary multi-objective algorithms for feed resource allocation in dairy systems. LA-CCI (2021)
Jimena Ferreira, Ana Inés Torres, Martín Pedemonte
Towards a Multi-Output Kaizen Programming Algorithm. LA-CCI (2021)
Rodrigo Baya, Martín Pedemonte, Alejandro Gutiérrez Arce, Pablo Ezzatti
An asynchronous computation architecture for enhancing the performance of the Weather Research and Forecasting model. Concurr. Comput. Pract. Exp. 32 (19) (2020)
Martín Pedemonte, Ángel Panizo-LLedot, Gema Bello Orgaz, David Camacho
Exploring Multi-objective Cellular Genetic Algorithms in Community Detection Problems. IDEAL (2) (2020)
Néstor Acosta, Nicolás Barreto, Pablo Caitano, Raúl Marichal, Martín Pedemonte, Julián Oreggioni
Research platform for cattle virtual fences. ICIT (2020)
Diego Irigaray, Ernesto Dufrechou, Martín Pedemonte, Pablo Ezzatti, Carlos López-Vázquez
Accelerating the Calculation of Friedman Test Tables on Many-Core Processors. CARLA (2019)
Jimena Ferreira, Ana Inés Torres, Martín Pedemonte
A Comparative Study on the Numerical Performance of Kaizen Programming and Genetic Programming for Symbolic Regression Problems. LA-CCI (2019)
Rodrigo Baya, Claudio Porrini, Martín Pedemonte, Pablo Ezzatti
Task Parallelism in the WRF Model Through Computation Offloading to Many-Core Devices. PDP (2018)
Pablo Carballo, Pablo Perera, Santiago Rama, Martín Pedemonte
A Biased Random-Key Genetic Algorithm for Regression Test Case Prioritization. LA-CCI (2018)
Martín Pedemonte, Francisco Luna, Enrique Alba
A theoretical and empirical study of the trajectories of solutions on the grid of Systolic Genetic Search. Inf. Sci. (2018)
Ignacio Decia, Rodrigo Leira, Martín Pedemonte, Eduardo Fernández, Pablo Ezzatti
A VNS with Parallel Evaluation of Solutions for the Inverse Lighting Problem. EvoApplications (1) (2017)
Danilo Espino, Gerardo Ares, Martín Pedemonte, Pablo Ezzatti
Overview of HPC benchmarks in hybrid hardware platforms (CPUs+GPUs). CLEI (2016)
Martín Pedemonte, Francisco Luna, Enrique Alba
A Systolic Genetic Search for reducing the execution cost of regression testing. Appl. Soft Comput. 49 (2016)
Martín Pedemonte, Francisco Luna, Enrique Alba
Systolic genetic search, a systolic computing-based metaheuristic. Soft Comput. 19 (7) (2015)
Martín Pedemonte, Pablo Ezzatti, Alvaro Martín
Accelerating the Min-Min Heuristic. PPAM (2) (2015)
Martín Pedemonte, Francisco Luna, Enrique Alba
Systolic Genetic Search for Software Engineering: The Test Suite Minimization Case. EvoApplications (2014)
Juan Pablo Silva, José Hagopian, Marcel Burdiat, Ernesto Dufrechou, Martín Pedemonte, Alejandro Gutiérrez Arce, Gabriel Cazes, Pablo Ezzatti
Another step to the full GPU implementation of the weather research and forecasting model. J. Supercomput. 70 (2) (2014)
Pablo Ezzatti, Martín Pedemonte, Alvaro Martín
An efficient implementation of the Min-Min heuristic. Comput. Oper. Res. 40 (11) (2013)
Ernesto Dufrechu, Federico Favre, Martín Pedemonte, Pedro Curto, Pablo Ezzatti
Accelerating radiative heat transfer calculations on modern hardware. CLEI (2012)
Martín Pedemonte, Enrique Alba, Francisco Luna
Towards the Design of Systolic Genetic Search. IPDPS Workshops (2012)
Martín Pedemonte, Enrique Alba, Francisco Luna
Bitwise operations for GPU implementation of genetic algorithms. GECCO (Companion) (2011)
Pablo Igounet, Pablo Alfaro, Martín Pedemonte, Pablo Ezzatti
A GPU Implementation of the SIP Method. SCCC (2011)
Facundo Benavides, Gonzalo Tejera, Martín Pedemonte, Serrana Casella
Real path planning based on genetic algorithm and Voronoi diagrams. LARC (2011)
Martín Pedemonte, Sergio Nesmachnow, Héctor Cancela
A survey on parallel ant colony optimization. Appl. Soft Comput. 11 (8) (2011)
Santiago Cioli, Gonzalo Ordeix, Eduardo Fernández, Martín Pedemonte, Pablo Ezzatti
Improving the Performance of a Ray Tracing Algorithm Using a GPU. SCCC (2010)
Nicolas Soca, Jose Luis Blengio, Martín Pedemonte, Pablo Ezzatti
PUGACE, a cellular Evolutionary Algorithm framework on GPUs. IEEE Congress on Evolutionary Computation (2010)