Joel Perdiz Arrais
AuthID: R-000-7M7
21
TITLE: Machine Learning Solutions Applied to Amyotrophic Lateral Sclerosis Prognosis: A Review
AUTHORS: Papaiz, F; Dourado, MET; Jr.; Valentim, RADM; de Morais, AHF; Arrais, JP;
PUBLISHED: 2022, SOURCE: Frontiers in Computer Science, VOLUME: 4
AUTHORS: Papaiz, F; Dourado, MET; Jr.; Valentim, RADM; de Morais, AHF; Arrais, JP;
PUBLISHED: 2022, SOURCE: Frontiers in Computer Science, VOLUME: 4
22
TITLE: Explainable deep drug-target representations for binding affinity prediction
AUTHORS: Monteiro, Nelson R. C.; Simoes, Carlos J. V.; avila, Henrique V.; Abbasi, Maryam; Oliveira, Jose L. ; Arrais, Joel P.;
PUBLISHED: 2022, SOURCE: BMC BIOINFORMATICS, VOLUME: 23, ISSUE: 1
AUTHORS: Monteiro, Nelson R. C.; Simoes, Carlos J. V.; avila, Henrique V.; Abbasi, Maryam; Oliveira, Jose L. ; Arrais, Joel P.;
PUBLISHED: 2022, SOURCE: BMC BIOINFORMATICS, VOLUME: 23, ISSUE: 1
23
TITLE: DTITR: End-to-end drug-target binding affinity prediction with transformers
AUTHORS: Monteiro, Nelson R. C.; Oliveira, Jose L. ; Arrais, Joel P.;
PUBLISHED: 2022, SOURCE: COMPUTERS IN BIOLOGY AND MEDICINE, VOLUME: 147
AUTHORS: Monteiro, Nelson R. C.; Oliveira, Jose L. ; Arrais, Joel P.;
PUBLISHED: 2022, SOURCE: COMPUTERS IN BIOLOGY AND MEDICINE, VOLUME: 147
24
TITLE: Designing optimized drug candidates with Generative Adversarial Network
AUTHORS: Abbasi, Maryam; Santos, Beatriz P.; Pereira, Tiago C.; Sofia, Raul; Monteiro, Nelson R. C.; Simoes, Carlos J., V; Brito, Rui; Bernardete Ribeiro ; Oliveira, Jose L. ; Arrais, Joel P.;
PUBLISHED: 2022, SOURCE: JOURNAL OF CHEMINFORMATICS, VOLUME: 14, ISSUE: 1
AUTHORS: Abbasi, Maryam; Santos, Beatriz P.; Pereira, Tiago C.; Sofia, Raul; Monteiro, Nelson R. C.; Simoes, Carlos J., V; Brito, Rui; Bernardete Ribeiro ; Oliveira, Jose L. ; Arrais, Joel P.;
PUBLISHED: 2022, SOURCE: JOURNAL OF CHEMINFORMATICS, VOLUME: 14, ISSUE: 1
25
TITLE: Multivariate Data Exploration Through Coordinated Views
AUTHORS: Cruz, Antonio; Arrais, Joel P.; Machado, Penousal ;
PUBLISHED: 2022, SOURCE: IEEE ACCESS, VOLUME: 10
AUTHORS: Cruz, Antonio; Arrais, Joel P.; Machado, Penousal ;
PUBLISHED: 2022, SOURCE: IEEE ACCESS, VOLUME: 10
26
TITLE: Deep Model for Anticancer Drug Response through Genomic Profiles and Compound Structures
AUTHORS: Carvalho, Filipa G.; Abbasi, Maryam; Bernardete Ribeiro ; Arrais, Joel P.;
PUBLISHED: 2022, SOURCE: 35th IEEE International Symposium on Computer-Based Medical Systems (CBMS) in 2022 IEEE 35TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS)
AUTHORS: Carvalho, Filipa G.; Abbasi, Maryam; Bernardete Ribeiro ; Arrais, Joel P.;
PUBLISHED: 2022, SOURCE: 35th IEEE International Symposium on Computer-Based Medical Systems (CBMS) in 2022 IEEE 35TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS)
INDEXED IN: 
WOS
WOS27
TITLE: Diversity oriented Deep Reinforcement Learning for targeted molecule generation
AUTHORS: Pereira, T; Abbasi, M; Bernardete Ribeiro ; Arrais, JP;
PUBLISHED: 2021, SOURCE: JOURNAL OF CHEMINFORMATICS, VOLUME: 13, ISSUE: 1
AUTHORS: Pereira, T; Abbasi, M; Bernardete Ribeiro ; Arrais, JP;
PUBLISHED: 2021, SOURCE: JOURNAL OF CHEMINFORMATICS, VOLUME: 13, ISSUE: 1
28
TITLE: Diversity oriented Deep Reinforcement Learning for targeted molecule generation
AUTHORS: Tiago Pereira ; Maryam Abbasi; Bernardete Ribeiro ; Joel P Arrais;
PUBLISHED: 2021, SOURCE: J. Cheminformatics, VOLUME: 13, ISSUE: 1
AUTHORS: Tiago Pereira ; Maryam Abbasi; Bernardete Ribeiro ; Joel P Arrais;
PUBLISHED: 2021, SOURCE: J. Cheminformatics, VOLUME: 13, ISSUE: 1
29
TITLE: Optimizing Recurrent Neural Network Architectures for De Novo Drug Design
AUTHORS: Santos, Beatriz P.; Abbasi, Maryam; Pereira, Tiago ; Bernardete Ribeiro ; Arrais, Joel P.;
PUBLISHED: 2021, SOURCE: 34th IEEE International Symposium on Computer-Based Medical Systems (IEEE CBMS) in 2021 IEEE 34TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS), VOLUME: 2021-June
AUTHORS: Santos, Beatriz P.; Abbasi, Maryam; Pereira, Tiago ; Bernardete Ribeiro ; Arrais, Joel P.;
PUBLISHED: 2021, SOURCE: 34th IEEE International Symposium on Computer-Based Medical Systems (IEEE CBMS) in 2021 IEEE 34TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS), VOLUME: 2021-June
30
TITLE: Optimizing blood-brain barrier permeation through deep reinforcement learning for de novo drug design
AUTHORS: Pereira, T ; Abbasi, M; Oliveira, JL ; Bernardete Ribeiro ; Arrais, J;
PUBLISHED: 2021, SOURCE: Biennial Joint Meeting of 29th Annual Conference on Intelligent Systems for Molecular Biology (ISMB) / 20th European Conference on Computational biology (ECCB) in BIOINFORMATICS, VOLUME: 37, ISSUE: Supplement
AUTHORS: Pereira, T ; Abbasi, M; Oliveira, JL ; Bernardete Ribeiro ; Arrais, J;
PUBLISHED: 2021, SOURCE: Biennial Joint Meeting of 29th Annual Conference on Intelligent Systems for Molecular Biology (ISMB) / 20th European Conference on Computational biology (ECCB) in BIOINFORMATICS, VOLUME: 37, ISSUE: Supplement
