Filipe Assunção

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 24

Top Topics

Adaptive Learning Rate

Multi Layered Perceptron

Delta Bar Delta

Top Venues

Publications

Sofia Aparicio, Samuel Arcadinho, João Nadkarni, David Aparício, João Lages, Mariana Lourenço, Bartlomiej Matejczyk, Filipe Assunção
Natural language to SQL in low-code platforms. CoRR (2023)
Hugo Lourenço, João Costa Seco, Carla Ferreira, Tiago Simões, Vasco Silva, Filipe Assunção, André Menezes
CHAMELEON: OutSystems Live Bidirectional Transformations. CoRR (2023)
Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado
Fast-DENSER: Fast Deep Evolutionary Network Structured Representation. SoftwareX 14 (2021)
Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado
Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution. EvoApplications (2020)
Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado
Incremental Evolution and Development of Deep Artificial Neural Networks. EuroGP (2020)
Pedro Carvalho, Nuno Lourenço, Filipe Assunção, Penousal Machado
AutoLR: an evolutionary approach to learning rate policies. GECCO (2020)
Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado
Incremental Evolution and Development of Deep Artificial Neural Networks. CoRR (2020)
Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado
Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution. CoRR (2020)
Pedro Carvalho, Nuno Lourenço, Filipe Assunção, Penousal Machado
AutoLR: An Evolutionary Approach to Learning Rate Policies. CoRR (2020)
Filipe Assunção, João Correia, Rúben Conceição, Mário Pimenta, Bernardo Tomé, Nuno Lourenço, Penousal Machado
Automatic Design of Artificial Neural Networks for Gamma-Ray Detection. CoRR (2019)
Filipe Assunção, João Correia, Rúben Conceição, Mário Pimenta, Bernardo Tomé, Nuno Lourenço, Penousal Machado
Automatic Design of Artificial Neural Networks for Gamma-Ray Detection. IEEE Access 7 (2019)
Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
Fast-DENSER++: Evolving Fully-Trained Deep Artificial Neural Networks. CoRR (2019)
Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
DENSER: deep evolutionary network structured representation. Genet. Program. Evolvable Mach. 20 (1) (2019)
Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
Fast DENSER: Efficient Deep NeuroEvolution. EuroGP (2019)
Evgheni Polisciuc, Filipe Assunção, Penousal Machado
Towards Partially Automatic Search of Edge Bundling Parameters. EvoMUSART (2018)
Filipe Assunção, David Sereno, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
Automatic Evolution of AutoEncoders for Compressed Representations. CEC (2018)
Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
Using GP Is NEAT: Evolving Compositional Pattern Production Functions. EuroGP (2018)
Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
DENSER: Deep Evolutionary Network Structured Representation. CoRR (2018)
Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
Evolving the Topology of Large Scale Deep Neural Networks. EuroGP (2018)
Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
Automatic generation of neural networks with structured Grammatical Evolution. CEC (2017)
Nuno Lourenço, Filipe Assunção, Catarina Maçãs, Penousal Machado
EvoFashion: Customising Fashion Through Evolution. EvoMUSART (2017)
Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evolution Approach. CoRR (2017)
Evgheni Polisciuc, Catarina Maçãs, Filipe Assunção, Penousal Machado
Hexagonal gridded maps and information layers: a novel approach for the exploration and analysis of retail data. SIGGRAPH Asia Symposium on Visualization (2016)
Adriano Vinhas, Filipe Assunção, João Correia, Anikó Ekárt, Penousal Machado
Fitness and Novelty in Evolutionary Art. EvoMUSART (2016)
António Cruz, Penousal Machado, Filipe Assunção, António Leitão
ELICIT: Evolutionary Computation Visualization. GECCO (Companion) (2015)
Filipe Assunção, Manuel Levi, Pedro Furtado
Comparing SQL and NoSQL approaches for clustering over big data. Int. J. Bus. Process. Integr. Manag. 7 (4) (2015)
Filipe Assunção, João Correia, Pedro Martins, Penousal Machado
Evolving Families of Shapes. IJCAI (2015)
Amílcar Cardoso, Pedro Martins, Filipe Assunção, João Correia, Penousal Machado
A Distributed Approach to Computational Creativity. IDC (2015)