João Macedo

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 23

Top Topics

Fitness Function

Scene Recognition

Kernel Regression

Top Venues

Publications

Pedro H. V. Valois, João Macedo, Leo S. F. Ribeiro, Jefersson A. dos Santos, Sandra Avila
Leveraging Self-Supervised Learning for Scene Recognition in Child Sexual Abuse Imagery. CoRR (2024)
João Macedo, Habtom Kahsay Gidey, Karina Brotto Rebuli, Penousal Machado
Evolving User Interfaces: A Neuroevolution Approach for Natural Human-Machine Interaction. EvoMUSART (2024)
João Macedo, Daniel Lopes, João Correia, Penousal Machado, Ernesto Costa
Evolving Visually-Diverse Graphic Design Posters. EvoMUSART (2024)
João Macedo, Lino Marques, Ernesto Costa
Assessing Infotaxis Sensitivity to Model Quality Through Evolutionary Computation. ROBOT (1) (2023)
João Macedo, Byron L. D. Bezerra, Estanislau Lima, Alysson Soares, Celso A. M. Lopes Junior, Cleber Zanchettin
Evaluating Transformer-based Models in the Information Extraction of Fiscal Documents. LA-CCI (2023)
Camila Laranjeira, João Macedo, Sandra Avila, Jefersson A. dos Santos
Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets. CoRR (2022)
João Macedo, Lino Marques, Ernesto Costa
Hybridizing bio-inspired strategies with infotaxis through genetic programming. GECCO (2022)
João Macedo, Lino Marques, Ernesto Costa
Evolving Swarm Formations for Odour Source Localisation. ROBOT (2) (2022)
João Macedo, Lino Marques, Ernesto Costa
Evolving Infotaxis for Meandering Environments. IROS (2021)
João Macedo, Lino Marques, Ernesto Costa
Designing fitness functions for odour source localisation. GECCO Companion (2021)
Rui Baptista, Hugo Magalhães, João Macedo, Lino Marques
2D thermal wind sensor for mobile robot anemotaxis: Design and validation. SSRR (2020)
Hugo Magalhães, Rui Baptista, João Macedo, Lino Marques
Towards Fast Plume Source Estimation with a Mobile Robot. Sensors 20 (24) (2020)
João Macedo, Lino Marques, Ernesto Costa
Locating Odour Sources with Geometric Syntactic Genetic Programming. EvoApplications (2020)
João Macedo, Lino Marques, Ernesto Costa
A performance comparison of bio-inspired behaviours for odour source localisation. ICARSC (2019)
Carolina Soares da Conceição, João Macedo, Lino Marques
Detecting Indoor Smoldering Fires with a Mobile Robot. ROBOT (1) (2019)
João Macedo, Lino Marques, Ernesto Costa
A Comparative Study of Bio-Inspired Odour Source Localisation Strategies from the State-Action Perspective. Sensors 19 (10) (2019)
João Macedo, Carlos M. Fonseca, Ernesto Costa
Geometric Crossover in Syntactic Space. EuroGP (2018)
João Macedo, Filipe Costa, Jefersson A. dos Santos
A Benchmark Methodology for Child Pornography Detection. SIBGRAPI (2018)
João Macedo, Lino Marques, Ernesto Costa
Robotic odour search: Evolving a robot's brain with Genetic Programming. ICARSC (2017)
João Macedo, João André, Cristina P. Santos
Toward a flexible framework for learning: F3L. Robotics Auton. Syst. 98 (2017)
João Macedo, Lino Marques, Ernesto Costa
Evolving Neural Networks for Multi-robot Odor Search. ICARSC (2016)
Edson Prestes, Lino Marques, Renata Neuland, Mathias Mantelli, Renan Maffei, Sedat Dogru, José Prado, João Macedo, Raj Madhavan
The 2016 Humanitarian Robotics and Automation Technology Challenge [Competitions]. IEEE Robotics Autom. Mag. 23 (3) (2016)
João Macedo, Ernesto Costa, Lino Marques
Genetic Programming Algorithms for Dynamic Environments. EvoApplications (2) (2016)
João Macedo, Cristina P. Santos, Lino A. Costa
Using Cost-regularized Kernel Regression with a high number of samples. ICARSC (2014)
João A. Ferreira, José António Oliveira, Guilherme A. B. Pereira, Luís M. S. Dias, Fernando Vieira, João Macedo, Tiago Carção, Tiago Leite, Daniel Murta
Developing Tools for the Team Orienteering Problem - A Simple Genetic Algorithm. ICORES (2013)