João Filipe Silva Correia
AuthID: R-00M-2FY
1
TÃTULO: Deepmol: an automated machine and deep learning framework for computational chemistry Full Text
AUTORES: Correia, Joao; Capela, Joao; Rocha, Miguel ;
PUBLICAÇÃO: 2024, FONTE: JOURNAL OF CHEMINFORMATICS, VOLUME: 16, NÚMERO: 1
AUTORES: Correia, Joao; Capela, Joao; Rocha, Miguel ;
PUBLICAÇÃO: 2024, FONTE: JOURNAL OF CHEMINFORMATICS, VOLUME: 16, NÚMERO: 1
NO MEU: 
CIÊNCIAVITAE
CIÊNCIAVITAE2
TÃTULO: Combining Evolutionary Algorithms With Reaction Rules Towards Focused Molecular Design
AUTORES: Correia, Joao; Pereira, Vitor ; Rocha, Miguel ;
PUBLICAÇÃO: 2023, FONTE: Genetic and Evolutionary Computation Conference (GECCO) in PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, GECCO 2023
AUTORES: Correia, Joao; Pereira, Vitor ; Rocha, Miguel ;
PUBLICAÇÃO: 2023, FONTE: Genetic and Evolutionary Computation Conference (GECCO) in PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, GECCO 2023
NO MEU: CIÊNCIAVITAE
CIÊNCIAVITAE3
TÃTULO: A Comparison of Different Compound Representations for Drug Sensitivity Prediction
AUTORES: Baptista, Delora; Correia, Joao; Pereira, Bruno; Rocha, Miguel ;
PUBLICAÇÃO: 2022, FONTE: 15th International Conference on Practical Applications of Computational Biology and Bioinformatics (PACBB) in PRACTICAL APPLICATIONS OF COMPUTATIONAL BIOLOGY & BIOINFORMATICS, PACBB 2021, VOLUME: 325
AUTORES: Baptista, Delora; Correia, Joao; Pereira, Bruno; Rocha, Miguel ;
PUBLICAÇÃO: 2022, FONTE: 15th International Conference on Practical Applications of Computational Biology and Bioinformatics (PACBB) in PRACTICAL APPLICATIONS OF COMPUTATIONAL BIOLOGY & BIOINFORMATICS, PACBB 2021, VOLUME: 325
NO MEU: CIÊNCIAVITAE
CIÊNCIAVITAE4
TÃTULO: Evaluating molecular representations in machine learning models for drug response prediction and interpretability
AUTORES: Baptista, Delora; Correia, Joao; Pereira, Bruno; Rocha, Miguel ;
PUBLICAÇÃO: 2022, FONTE: JOURNAL OF INTEGRATIVE BIOINFORMATICS, VOLUME: 19, NÚMERO: 3
AUTORES: Baptista, Delora; Correia, Joao; Pereira, Bruno; Rocha, Miguel ;
PUBLICAÇÃO: 2022, FONTE: JOURNAL OF INTEGRATIVE BIOINFORMATICS, VOLUME: 19, NÚMERO: 3
NO MEU: CIÊNCIAVITAE
CIÊNCIAVITAE5
TÃTULO: Predicting the number of biochemical transformations needed to synthesize a compound
AUTORES: Correia, Joao; Carreira, Rafael; Pereira, Vitor ; Rocha, Miguel ;
PUBLICAÇÃO: 2022, FONTE: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) / IEEE World Congress on Computational Intelligence (IEEE WCCI) / International Joint Conference on Neural Networks (IJCNN) / IEEE Congress on Evolutionary Computation (IEEE CEC) in 2022 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLUME: 2022-July
AUTORES: Correia, Joao; Carreira, Rafael; Pereira, Vitor ; Rocha, Miguel ;
PUBLICAÇÃO: 2022, FONTE: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) / IEEE World Congress on Computational Intelligence (IEEE WCCI) / International Joint Conference on Neural Networks (IJCNN) / IEEE Congress on Evolutionary Computation (IEEE CEC) in 2022 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLUME: 2022-July
NO MEU: CIÊNCIAVITAE
CIÊNCIAVITAE6
TÃTULO: Development of Deep Learning approaches to predict relationships between chemical structures and sweetness
AUTORES: Capela, Joao; Correia, Joao; Pereira, Vitor ; Rocha, Miguel ;
PUBLICAÇÃO: 2022, FONTE: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) / IEEE World Congress on Computational Intelligence (IEEE WCCI) / International Joint Conference on Neural Networks (IJCNN) / IEEE Congress on Evolutionary Computation (IEEE CEC) in 2022 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLUME: 2022-July
AUTORES: Capela, Joao; Correia, Joao; Pereira, Vitor ; Rocha, Miguel ;
PUBLICAÇÃO: 2022, FONTE: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) / IEEE World Congress on Computational Intelligence (IEEE WCCI) / International Joint Conference on Neural Networks (IJCNN) / IEEE Congress on Evolutionary Computation (IEEE CEC) in 2022 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLUME: 2022-July
NO MEU: CIÊNCIAVITAE
CIÊNCIAVITAE7
TÃTULO: Combining Multi-objective Evolutionary Algorithms with Deep Generative Models Towards Focused Molecular Design
AUTORES: Sousa, T; Correia, J; Pereira, V ; Rocha, M ;
PUBLICAÇÃO: 2021, FONTE: 24th International Conference on the Applications of Evolutionary Computation, EvoApplications 2021 held as Part of EvoStar 2021 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12694 LNCS
AUTORES: Sousa, T; Correia, J; Pereira, V ; Rocha, M ;
PUBLICAÇÃO: 2021, FONTE: 24th International Conference on the Applications of Evolutionary Computation, EvoApplications 2021 held as Part of EvoStar 2021 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12694 LNCS
NO MEU: CIÊNCIAVITAE
CIÊNCIAVITAE8
TÃTULO: Generative Deep Learning for Targeted Compound Design Full Text
AUTORES: Sousa, T; Correia, J; Pereira, V ; Rocha, M ;
PUBLICAÇÃO: 2021, FONTE: JOURNAL OF CHEMICAL INFORMATION AND MODELING, VOLUME: 61, NÚMERO: 11
AUTORES: Sousa, T; Correia, J; Pereira, V ; Rocha, M ;
PUBLICAÇÃO: 2021, FONTE: JOURNAL OF CHEMICAL INFORMATION AND MODELING, VOLUME: 61, NÚMERO: 11
NO MEU: CIÊNCIAVITAE
CIÊNCIAVITAE9
TÃTULO: Artificial Intelligence in Biological Activity Prediction
AUTORES: Correia, J; Resende, T; Baptista, D; Rocha, M ;
PUBLICAÇÃO: 2020, FONTE: 13th International Conference on Practical Applications of Computational Biology and Bioinformatics (PACBB) in PRACTICAL APPLICATIONS OF COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, VOLUME: 1005
AUTORES: Correia, J; Resende, T; Baptista, D; Rocha, M ;
PUBLICAÇÃO: 2020, FONTE: 13th International Conference on Practical Applications of Computational Biology and Bioinformatics (PACBB) in PRACTICAL APPLICATIONS OF COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, VOLUME: 1005
NO MEU: CIÊNCIAVITAE
CIÊNCIAVITAE