Joel Perdiz Arrais
AuthID: R-000-7M7
11
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
12
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
13
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
14
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
15
TITLE: Convolutional Transformer via Graph Embeddings for Few-shot Toxicity and Side Effect Prediction
AUTHORS: Luis H M Torres; Bernardete Ribeiro ; Joel Arrais;
PUBLISHED: 2023, SOURCE: ESANN
AUTHORS: Luis H M Torres; Bernardete Ribeiro ; Joel Arrais;
PUBLISHED: 2023, SOURCE: ESANN
16
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
17
TITLE: Force-Directed Timelines: Visualizing & Exploring Temporal Patterns
AUTHORS: Cruz, A; Arrais, JP; Machado, P ;
PUBLISHED: 2022, SOURCE: BIG DATA RESEARCH, VOLUME: 27
AUTHORS: Cruz, A; Arrais, JP; Machado, P ;
PUBLISHED: 2022, SOURCE: BIG DATA RESEARCH, VOLUME: 27
18
TITLE: The Road to Personalized Medicine in Alzheimer’s Disease: The Use of Artificial Intelligence
AUTHORS: Anuschka Silva Spínola; Inês Baldeiras; Joel P Arrais; Isabel Santana;
PUBLISHED: 2022, SOURCE: Biomedicines, VOLUME: 10, ISSUE: 2
AUTHORS: Anuschka Silva Spínola; Inês Baldeiras; Joel P Arrais; Isabel Santana;
PUBLISHED: 2022, SOURCE: Biomedicines, VOLUME: 10, ISSUE: 2
19
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
20
TITLE: Explainable deep drug-target representations for binding affinity prediction Full Text
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
