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Luis H. M. Torres

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2020 – today

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2024
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Luis H. M. Torres, Bernardete Ribeiro, Joel P. Arrais:
Multi-scale cross-attention transformer via graph embeddings for few-shot molecular property prediction. Appl. Soft Comput. 153: 111268 (2024)
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Luis H. M. Torres, Joel P. Arrais, Bernardete Ribeiro:
Combining graph neural networks and transformers for few-shot nuclear receptor binding activity prediction. J. Cheminformatics 16(1): 109 (2024)
2023
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Luis H. M. Torres, Bernardete Ribeiro, Joel P. Arrais:
Few-shot learning with transformers via graph embeddings for molecular property prediction. Expert Syst. Appl. 225: 120005 (2023)
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Luis H. M. Torres, Joel P. Arrais, Bernardete Ribeiro:
Few-shot learning via graph embeddings with convolutional networks for low-data molecular property prediction. Neural Comput. Appl. 35(18): 13167-13185 (2023)
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Luis H. M. Torres, Bernardete Ribeiro, Joel Arrais:
Convolutional Transformer via Graph Embeddings for Few-shot Toxicity and Side Effect Prediction. ESANN 2023
2020
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Luis H. M. Torres, Nelson R. C. Monteiro, José Luís Oliveira, Joel Arrais, Bernardete Ribeiro:
Exploring a Siamese Neural Network Architecture for One-Shot Drug Discovery. BIBE 2020: 168-175

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