Joel Perdiz Arrais
AuthID: R-000-7M7
1
TITLE: TAG-DTA: Binding-region-guided strategy to predict drug-target affinity using transformers
AUTHORS: Monteiro, Nelson R. C.; Oliveira, Jose L.; Arrais, Joel P.;
PUBLISHED: 2024, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 238
AUTHORS: Monteiro, Nelson R. C.; Oliveira, Jose L.; Arrais, Joel P.;
PUBLISHED: 2024, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 238
2
TITLE: Detecting outliers in case-control cohorts for improving deep learning networks on Schizophrenia prediction
AUTHORS: Martins, Daniel; Abbasi, Maryam; Egas, Conceicao; Arrais, Joel P.;
PUBLISHED: 2024, SOURCE: JOURNAL OF INTEGRATIVE BIOINFORMATICS, VOLUME: 21, ISSUE: 2
AUTHORS: Martins, Daniel; Abbasi, Maryam; Egas, Conceicao; Arrais, Joel P.;
PUBLISHED: 2024, SOURCE: JOURNAL OF INTEGRATIVE BIOINFORMATICS, VOLUME: 21, ISSUE: 2
INDEXED IN: 
Scopus 
WOS
Scopus WOS3
TITLE: Enhancing schizophrenia phenotype prediction from genotype data through knowledge-driven deep neural network models Full Text
AUTHORS: Martins, Daniel; Abbasi, Maryam; Egas, Conceicao; Arrais, Joel P.;
PUBLISHED: 2024, SOURCE: GENOMICS, VOLUME: 116, ISSUE: 5
AUTHORS: Martins, Daniel; Abbasi, Maryam; Egas, Conceicao; Arrais, Joel P.;
PUBLISHED: 2024, SOURCE: GENOMICS, VOLUME: 116, ISSUE: 5
INDEXED IN: Scopus WOS
Scopus WOS4
TITLE: Few-shot learning via graph embeddings with convolutional networks for low-data molecular property prediction Full Text
AUTHORS: Torres, Luis; Arrais, Joel P.; Bernardete Ribeiro ;
PUBLISHED: 2023, SOURCE: NEURAL COMPUTING & APPLICATIONS, VOLUME: 35, ISSUE: 18
AUTHORS: Torres, Luis; Arrais, Joel P.; Bernardete Ribeiro ;
PUBLISHED: 2023, SOURCE: NEURAL COMPUTING & APPLICATIONS, VOLUME: 35, ISSUE: 18
INDEXED IN: Scopus WOS 
DBLP
Scopus WOS DBLP5
TITLE: Few-shot learning with transformers via graph embeddings for molecular property prediction Full Text
AUTHORS: Torres, Luis H. M.; Bernardete Ribeiro; Arrais, Joel P.;
PUBLISHED: 2023, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 225
AUTHORS: Torres, Luis H. M.; Bernardete Ribeiro; Arrais, Joel P.;
PUBLISHED: 2023, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 225
6
TITLE: FSM-DDTR: End-to-end feedback strategy for multi-objective De Novo drug design using transformers
AUTHORS: Monteiro, Nelson R. C.; Pereira, Tiago O.; Machado, Ana Catarina D.; Oliveira, Jose L.; Abbasi, Maryam; Arrais, Joel P.;
PUBLISHED: 2023, SOURCE: COMPUTERS IN BIOLOGY AND MEDICINE, VOLUME: 164
AUTHORS: Monteiro, Nelson R. C.; Pereira, Tiago O.; Machado, Ana Catarina D.; Oliveira, Jose L.; Abbasi, Maryam; Arrais, Joel P.;
PUBLISHED: 2023, SOURCE: COMPUTERS IN BIOLOGY AND MEDICINE, VOLUME: 164
7
TITLE: The Impact of Schizophrenia Misdiagnosis Rates on Machine Learning Models Performance
AUTHORS: Daniel Martins; Conceição Egas; Joel Arrais;
PUBLISHED: 2023, SOURCE: 17th International Conference on Practical Applications of Computational Biology and Bioinformatics, PACBB 2023 in Lecture Notes in Networks and Systems, VOLUME: 743 LNNS
AUTHORS: Daniel Martins; Conceição Egas; Joel Arrais;
PUBLISHED: 2023, SOURCE: 17th International Conference on Practical Applications of Computational Biology and Bioinformatics, PACBB 2023 in Lecture Notes in Networks and Systems, VOLUME: 743 LNNS
8
TITLE: On the Quantization of Recurrent Neural Networks for Smiles Generation
AUTHORS: Adriano Durao; Joel P Arrais; Bernardete Ribeiro ; Gabriel Falcao;
PUBLISHED: 2023, SOURCE: 48th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023 in IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023, VOLUME: 2023-June
AUTHORS: Adriano Durao; Joel P Arrais; Bernardete Ribeiro ; Gabriel Falcao;
PUBLISHED: 2023, SOURCE: 48th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023 in IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023, VOLUME: 2023-June
INDEXED IN: Scopus DBLP
Scopus DBLP9
TITLE: Enhancing reinforcement learning for de novo molecular design applying self-attention mechanisms Full Text
AUTHORS: Pereira, Tiago O.; Abbasi, Maryam; Arrais, Joel P.;
PUBLISHED: 2023, SOURCE: BRIEFINGS IN BIOINFORMATICS, VOLUME: 24, ISSUE: 6
AUTHORS: Pereira, Tiago O.; Abbasi, Maryam; Arrais, Joel P.;
PUBLISHED: 2023, SOURCE: BRIEFINGS IN BIOINFORMATICS, VOLUME: 24, ISSUE: 6
INDEXED IN: Scopus WOS
Scopus WOS10
TITLE: Computational Methods for the Identification of Genetic Variants in Complex Diseases
AUTHORS: Antunes, Debora; Martins, Daniel; Correia, Fernanda; Rocha, Miguel ; Arrais, Joel P.;
PUBLISHED: 2022, SOURCE: 15th International Conference on Practical Applications of Computational Biology and Bioinformatics (PACBB) in PRACTICAL APPLICATIONS OF COMPUTATIONAL BIOLOGY & BIOINFORMATICS, PACBB 2021, VOLUME: 325
AUTHORS: Antunes, Debora; Martins, Daniel; Correia, Fernanda; Rocha, Miguel ; Arrais, Joel P.;
PUBLISHED: 2022, SOURCE: 15th International Conference on Practical Applications of Computational Biology and Bioinformatics (PACBB) in PRACTICAL APPLICATIONS OF COMPUTATIONAL BIOLOGY & BIOINFORMATICS, PACBB 2021, VOLUME: 325
