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08/29/2023
Natural language to SQL in low-code platforms
One of the developers' biggest challenges in low-code platforms is retri...
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05/05/2023
CHAMELEON: OutSystems Live Bidirectional Transformations
In model-driven engineering, the bidirectional transformation of models ...
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07/08/2020
AutoLR: An Evolutionary Approach to Learning Rate Policies
The choice of a proper learning rate is paramount for good Artificial Ne...
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04/01/2020
Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution
The deployment of Machine Learning (ML) models is a difficult and time-c...
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04/01/2020
Incremental Evolution and Development of Deep Artificial Neural Networks
NeuroEvolution (NE) methods are known for applying Evolutionary Computat...
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05/09/2019
Automatic Design of Artificial Neural Networks for Gamma-Ray Detection
The goal of this work is to investigate the possibility of improving cur...
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05/08/2019
Fast-DENSER++: Evolving Fully-Trained Deep Artificial Neural Networks
This paper proposes a new extension to Deep Evolutionary Network Structu...
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01/04/2018
DENSER: Deep Evolutionary Network Structured Representation
Deep Evolutionary Network Structured Representation (DENSER) is a novel ...
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06/26/2017