João Correia

According to our database, João Correia authored at least 8 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Combining Evolutionary Algorithms with Reaction Rules Towards Focused Molecular Design.

João Correia, Vitor Pereira, Miguel Rocha

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

2022

Evaluating molecular representations in machine learning models for drug response prediction and interpretability.

Delora Baptista, João Correia, Bruno Pereira, Miguel Rocha

J. Integr. Bioinform., 2022

Predicting the number of biochemical transformations needed to synthesize a compound.

João Correia, Rafael Carreira, Vitor Pereira, Miguel Rocha

Proceedings of the International Joint Conference on Neural Networks, 2022

Development of Deep Learning approaches to predict relationships between chemical structures and sweetness.

João Capela, João Correia, Vitor Pereira, Miguel Rocha

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Generative Deep Learning for Targeted Compound Design.

Tiago Sousa, João Correia, Vitor Pereira, Miguel Rocha

J. Chem. Inf. Model., 2021

A Comparison of Different Compound Representations for Drug Sensitivity Prediction.

Delora Baptista, João Correia, Bruno Pereira, Miguel Rocha

Proceedings of the Practical Applications of Computational Biology & Bioinformatics, 2021

Combining Multi-objective Evolutionary Algorithms with Deep Generative Models Towards Focused Molecular Design.

Tiago Sousa, João Correia, Vitor Pereira, Miguel Rocha

Proceedings of the Applications of Evolutionary Computation, 2021

2019

Artificial Intelligence in Biological Activity Prediction.

João Correia, Tiago Resende, Delora Baptista, Miguel Rocha

Proceedings of the Practical Applications of Computational Biology and Bioinformatics, 2019