Filipe Assunção

According to our database, Filipe Assunção authored at least 25 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2023

Natural language to SQL in low-code platforms.

Sofia Aparicio, Samuel Arcadinho, João Nadkarni, David Aparício, João Lages, Mariana Lourenço, Bartlomiej Matejczyk, Filipe Assunção

CoRR, 2023

CHAMELEON: OutSystems Live Bidirectional Transformations.

Hugo Lourenço, João Costa Seco, Carla Ferreira, Tiago Simões, Vasco Silva, Filipe Assunção, André Menezes

CoRR, 2023

2021

Fast-DENSER: Fast Deep Evolutionary Network Structured Representation.

Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado

SoftwareX, 2021

2020

AutoLR: an evolutionary approach to learning rate policies.

Pedro Carvalho, Nuno Lourenço, Filipe Assunção, Penousal Machado

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution.

Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado

Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

Incremental Evolution and Development of Deep Artificial Neural Networks.

Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado

Proceedings of the Genetic Programming - 23rd European Conference, 2020

2019

DENSER: deep evolutionary network structured representation.

Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro

Genet. Program. Evolvable Mach., 2019

Fast-DENSER++: Evolving Fully-Trained Deep Artificial Neural Networks.

Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro

CoRR, 2019

Automatic Design of Artificial Neural Networks for Gamma-Ray Detection.

Filipe Assunção, João Correia, Rúben Conceição, Mário Pimenta, Bernardo Tomé, Nuno Lourenço, Penousal Machado

IEEE Access, 2019

Fast DENSER: Efficient Deep NeuroEvolution.

Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro

Proceedings of the Genetic Programming - 22nd European Conference, 2019

2018

Towards Partially Automatic Search of Edge Bundling Parameters.

Evgheni Polisciuc, Filipe Assunção, Penousal Machado

Proceedings of the Computational Intelligence in Music, Sound, Art and Design, 2018

Evolving the Topology of Large Scale Deep Neural Networks.

Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro

Proceedings of the Genetic Programming - 21st European Conference, 2018

Using GP Is NEAT: Evolving Compositional Pattern Production Functions.

Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro

Proceedings of the Genetic Programming - 21st European Conference, 2018

Automatic Evolution of AutoEncoders for Compressed Representations.

Filipe Assunção, David Sereno, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Structured Grammatical Evolution: A Dynamic Approach.

Nuno Lourenço, Filipe Assunção, Francisco B. Pereira, Ernesto Costa, Penousal Machado

Proceedings of the Handbook of Grammatical Evolution, 2018

2017

Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evolution Approach.

Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro

CoRR, 2017

EvoFashion: Customising Fashion Through Evolution.

Nuno Lourenço, Filipe Assunção, Catarina Maçãs, Penousal Machado

Proceedings of the Computational Intelligence in Music, Sound, Art and Design, 2017

Automatic generation of neural networks with structured Grammatical Evolution.

Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

Hexagonal gridded maps and information layers: a novel approach for the exploration and analysis of retail data.

Evgheni Polisciuc, Catarina Maçãs, Filipe Assunção, Penousal Machado

Proceedings of the SIGGRAPH ASIA 2016, Macao, December 5-8, 2016, 2016

Fitness and Novelty in Evolutionary Art.

Adriano Vinhas, Filipe Assunção, João Correia, Anikó Ekárt, Penousal Machado

Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2016

2015

Graph-Based Evolutionary Art.

Penousal Machado, João Correia, Filipe Assunção

Proceedings of the Handbook of Genetic Programming Applications, 2015

Comparing SQL and NoSQL approaches for clustering over big data.

Filipe Assunção, Manuel Levi, Pedro Furtado

Int. J. Bus. Process. Integr. Manag., 2015

Evolving Families of Shapes.

Filipe Assunção, João Correia, Pedro Martins, Penousal Machado

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

A Distributed Approach to Computational Creativity.

Amílcar Cardoso, Pedro Martins, Filipe Assunção, João Correia, Penousal Machado

Proceedings of the Intelligent Distributed Computing IX - Proceedings of the 9th International Symposium on Intelligent Distributed Computing, 2015

ELICIT: Evolutionary Computation Visualization.

António Cruz, Penousal Machado, Filipe Assunção, António Leitão

Proceedings of the Genetic and Evolutionary Computation Conference, 2015