Joel Arrais
Orcid: 0000-0003-4937-2334
According to our database1,
Joel Arrais
authored at least 74 papers
between 2004 and 2024.
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Bibliography
2024
Ensemble-imbalance-based classification for amyotrophic lateral sclerosis prognostic prediction: identifying short-survival patients at diagnosis.
BMC Medical Informatics Decis. Mak., December, 2024
Combining graph neural networks and transformers for few-shot nuclear receptor binding activity prediction.
J. Cheminformatics, December, 2024
TAG-DTA: Binding-region-guided strategy to predict drug-target affinity using transformers.
Expert Syst. Appl., March, 2024
Detecting outliers in case-control cohorts for improving deep learning networks on Schizophrenia prediction.
J. Integr. Bioinform., 2024
J. Comput. Biol., 2024
Multi-scale cross-attention transformer via graph embeddings for few-shot molecular property prediction.
Appl. Soft Comput., 2024
Artif. Intell. Medicine, 2024
2023
Artificial intelligence for prediction of biological activities and generation of molecular hits using stereochemical information.
J. Comput. Aided Mol. Des., December, 2023
Few-shot learning with transformers via graph embeddings for molecular property prediction.
Expert Syst. Appl., September, 2023
FSM-DDTR: End-to-end feedback strategy for multi-objective <i>De Novo</i> drug design using transformers.
Comput. Biol. Medicine, September, 2023
Enhancing reinforcement learning for <i>de novo</i> molecular design applying self-attention mechanisms.
Briefings Bioinform., September, 2023
Few-shot learning via graph embeddings with convolutional networks for low-data molecular property prediction.
Neural Comput. Appl., June, 2023
The Impact of Schizophrenia Misdiagnosis Rates on Machine Learning Models Performance.
Proceedings of the Practical Applications of Computational Biology and Bioinformatics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Convolutional Transformer via Graph Embeddings for Few-shot Toxicity and Side Effect Prediction.
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023
2022
Correction to: Designing optimized drug candidates with Generative Adversarial Network.
J. Cheminformatics, 2022
J. Cheminformatics, 2022
Machine Learning Solutions Applied to Amyotrophic Lateral Sclerosis Prognosis: A Review.
Frontiers Comput. Sci., 2022
Comput. Biol. Medicine, 2022
BMC Bioinform., 2022
Deep generative model for therapeutic targets using transcriptomic disease-associated data - USP7 case study.
Briefings Bioinform., 2022
Big Data Res., 2022
Deep Model for Anticancer Drug Response through Genomic Profiles and Compound Structures.
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022
2021
IEEE ACM Trans. Comput. Biol. Bioinform., 2021
J. Cheminformatics, 2021
Optimizing blood-brain barrier permeation through deep reinforcement learning for de novo drug design.
Bioinform., 2021
Computational Methods for the Identification of Genetic Variants in Complex Diseases.
Proceedings of the Practical Applications of Computational Biology & Bioinformatics, 2021
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
2020
Bioinform., 2020
Proceedings of the 24th International Conference on Information Visualisation, 2020
Proceedings of the ICCBB 2020: 4th International Conference on Computational Biology and Bioinformatics, Bali Island, Indonesia, 27 December, 2021, 2020
Using a Novel Unbiased Dataset and Deep Learning Architectures to Predict Protein-Protein Interactions.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020
2019
Briefings Bioinform., 2019
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019
Proceedings of the 2019 5th Experiment International Conference (exp.at'19), 2019
Proceedings of the 2019 5th Experiment International Conference (exp.at'19), 2019
2018
Fighting Fire with Fire: Computational Prediction of Microbial Targets for Bacteriocins.
Proceedings of the Bioinformatics and Biomedical Engineering, 2018
Proceedings of the 22nd International Conference Information Visualisation, 2018
2017
Mixed-Integer Programming Model for Profiling Disease Biomarkers from Gene Expression Studies.
Proceedings of the Bioinformatics and Biomedical Engineering, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
2016
Computational Discovery of Putative Leads for Drug Repositioning through Drug-Target Interaction Prediction.
PLoS Comput. Biol., 2016
Bioinform., 2016
Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016
2015
Computational methodology for predicting the landscape of the human-microbial interactome region level influence.
J. Bioinform. Comput. Biol., 2015
Uncovering microbial duality within human microbiomes: A novel algorithm for the analysis of host-pathogen interactions.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
BMC Syst. Biol., 2014
geneCommittee: a web-based tool for extensively testing the discriminatory power of biologically relevant gene sets in microarray data classification.
BMC Bioinform., 2014
Proceedings of the 8th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2014
2013
Proceedings of the 7th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2013
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013
2012
Web Information System for the Study of Oral Health.
Proceedings of the HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, Vilamoura, Algarve, Portugal, 1, 2012
Data Integration Solution for Organ-Specific Studies: An Application for Oral Biology.
Proceedings of the Biomedical Engineering Systems and Technologies, 2012
2011
Proceedings of the Information Quality in e-Health, 2011
2010
BMC Bioinform., 2010
GeneBrowser 2: an application to explore and identify common biological traits in a set of genes.
BMC Bioinform., 2010
Proceedings of the Advances in Bioinformatics, 2010
Proceedings of the Advances in Bioinformatics, 2010
2009
Proceedings of the Distributed Computing, 2009
Link Integrator - A Link-based Data Integration Architecture.
Proceedings of the KDIR 2009 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Funchal, 2009
2008
Proceedings of the 2nd International Workshop on Practical Applications of Computational Biology and Bioinformatics, 2008
Proceedings of the iiWAS'2008, 2008
Proceedings of the International Conference on Biocomputation, 2008
2007
GeneBrowser: an approach for integration and functional classification of genomics data.
J. Integr. Bioinform., 2007
2006
Proceedings of the Biological and Medical Data Analysis, 7th International Symposium, 2006
2004
Proceedings of the Field Programmable Logic and Application, 2004