Ivo Gonçalves

30 papers A 2B 7C 1Misc 1Journal 10Unranked 9

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Neuroevolution with box mutation: An adaptive and modular framework for evolving deep neural networks. Appl. Soft Comput. Frederico J. J. B. Santos, Ivo Gonçalves, Mauro Castelli
2020	J	`jnl`	Specializing Context-Free Grammars With a (1 + 1)-EA. IEEE Trans. Evol. Comput. Luca Manzoni, Alberto Bartoli, Mauro Castelli, Ivo Gonçalves, Eric Medvet
2019	—	`conf`	Enhancing classification performance of convolutional neural networks for prostate cancer detection on magnetic resonance images: a study with the semantic learning machine. GECCO (Companion) Paulo Lapa, Ivo Gonçalves, Leonardo Rundo, Mauro Castelli
2019	—	`conf`	Explorations of the Semantic Learning Machine Neuroevolution Algorithm: Dynamic Training Data Use, Ensemble Construction Methods, and Deep Learning Perspectives. GPTP Ivo Gonçalves, Marta Seca, Mauro Castelli
2019	—	`conf`	Semantic learning machine improves the CNN-Based detection of prostate cancer in non-contrast-enhanced MRI. GECCO (Companion) Paulo Lapa, Ivo Gonçalves, Leonardo Rundo, Mauro Castelli
2018	J	`jnl`	Improving eQTL Analysis Using a Machine Learning Approach for Data Integration: A Logistic Model Tree Solution. J. Comput. Biol. Stefano Beretta, Mauro Castelli, Ivo Gonçalves, Ivan Kel, Valentina Giansanti, Ivan Merelli
2018	J	`jnl`	Learning the Structure of Bayesian Networks: A Quantitative Assessment of the Effect of Different Algorithmic Schemes. Complex. Stefano Beretta, Mauro Castelli, Ivo Gonçalves, Roberto Henriques, Daniele Ramazzotti
2018	—	`conf`	Neuroevolution under unimodal error landscapes: an exploration of the semantic learning machine algorithm. GECCO (Companion) Jan-Benedikt Jagusch, Ivo Gonçalves, Mauro Castelli
2018	A	`conf`	Optimizing residential energy resources with an improved multi-objective genetic algorithm based on greedy mutations. GECCO Ivo Gonçalves, Álvaro Gomes, Carlos Henggeler Antunes
2018	B	`conf`	Pruning Techniques for Mixed Ensembles of Genetic Programming Models. EuroGP Mauro Castelli, Ivo Gonçalves, Luca Manzoni, Leonardo Vanneschi
2018	J	`jnl`	Pruning Techniques for Mixed Ensembles of Genetic Programming Models. CoRR Mauro Castelli, Ivo Gonçalves, Luca Manzoni, Leonardo Vanneschi
2018	J	`jnl`	Unveiling evolutionary algorithm representation with DU maps. Genet. Program. Evolvable Mach. Eric Medvet, Marco Virgolin, Mauro Castelli, Peter A. N. Bosman, Ivo Gonçalves, Tea Tusar
2017	J	`jnl`	A quantitative assessment of the effect of different algorithmic schemes to the task of learning the structure of Bayesian Networks. CoRR Stefano Beretta, Mauro Castelli, Ivo Gonçalves, Daniele Ramazzotti
2017	—	`conf`	A serious game concept to enhance students' learning of statistics. exp.at Celina P. Leão, Filomena O. Soares, Vítor H. Carvalho, Sérgio F. Lopes, Ivo Gonçalves
2017	J	`jnl`	An evolutionary system for ozone concentration forecasting. Inf. Syst. Frontiers Mauro Castelli, Ivo Gonçalves, Leonardo Trujillo, Ales Popovic
2017	J	`jnl`	Combining Bayesian Approaches and Evolutionary Techniques for the Inference of Breast Cancer Networks. CoRR Stefano Beretta, Mauro Castelli, Ivo Gonçalves, Ivan Merelli, Daniele Ramazzotti
2017	B	`conf`	Geometric semantic genetic programming for biomedical applications: A state of the art upgrade. CEC Leonardo Vanneschi, Mauro Castelli, Ivo Gonçalves, Luca Manzoni, Sara Silva
2017	—	`conf`	PSXO: population-wide semantic crossover. GECCO (Companion) Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Krzysztof Krawiec, Alberto Moraglio, Sara Silva, Ivo Gonçalves
2017	B	`conf`	Towards the development of a complete GP system on an FPGA using geometric semantic operators. CEC Carlos A. Goribar Jiménez, Yazmín Maldonado, Leonardo Trujillo, Mauro Castelli, Ivo Gonçalves, Leonardo Vanneschi
2017	J	`jnl`	Unsure When to Stop? Ask Your Semantic Neighbors. CoRR Ivo Gonçalves, Sara Silva, Carlos M. Fonseca, Mauro Castelli
2017	A	`conf`	Unsure when to stop?: ask your semantic neighbors. GECCO Ivo Gonçalves, Sara Silva, Carlos M. Fonseca, Mauro Castelli
2016	—	`conf`	An Analysis of Geometric Semantic Crossover: A Computational Geometry Approach. IJCCI (ECTA) Mauro Castelli, Luca Manzoni, Ivo Gonçalves, Leonardo Vanneschi, Leonardo Trujillo, Sara Silva
2016	—	`conf`	Arbitrarily Close Alignments in the Error Space: A Geometric Semantic Genetic Programming Approach. GECCO (Companion) Ivo Gonçalves, Sara Silva, Carlos M. Fonseca, Mauro Castelli
2016	—	`conf`	Combining Bayesian Approaches and Evolutionary Techniques for the Inference of Breast Cancer Networks. IJCCI (ECTA) Stefano Beretta, Mauro Castelli, Ivo Gonçalves, Ivan Merelli, Daniele Ramazzotti
2015	B	`conf`	On the Generalization Ability of Geometric Semantic Genetic Programming. EuroGP Ivo Gonçalves, Sara Silva, Carlos M. Fonseca
2015	Misc	`conf`	Semantic Learning Machine: A Feedforward Neural Network Construction Algorithm Inspired by Geometric Semantic Genetic Programming. EPIA Ivo Gonçalves, Sara Silva, Carlos M. Fonseca
2013	B	`conf`	Balancing Learning and Overfitting in Genetic Programming with Interleaved Sampling of Training Data. EuroGP Ivo Gonçalves, Sara Silva
2013	B	`conf`	Prediction of Forest Aboveground Biomass: An Exercise on Avoiding Overfitting. EvoApplications Sara Silva, Vijay Ingalalli, Susana Vinga, João Manuel de Brito Carreiras, Joana B. Melo, Mauro Castelli, Leonardo Vanneschi, Ivo Gonçalves, José Caldas
2012	B	`conf`	Random Sampling Technique for Overfitting Control in Genetic Programming. EuroGP Ivo Gonçalves, Sara Silva, Joana B. Melo, João Manuel de Brito Carreiras
2011	C	`conf`	Deep Learning Networks for Off-Line Handwritten Signature Recognition. CIARP Bernardete Ribeiro, Ivo Gonçalves, Sérgio Santos, Alexander Kovacec