| Generative deep learning for targeted compound design T Sousa, J Correia, V Pereira, M Rocha Journal of chemical information and modeling 61 (11), 5343-5361, 2021 | 139 | 2021 |
| Traffic engineering with three-segments routing V Pereira, M Rocha, P Sousa IEEE Transactions on Network and Service Management 17 (3), 1896-1909, 2020 | 31 | 2020 |
| MEWpy: a computational strain optimization workbench in Python V Pereira, F Cruz, M Rocha Bioinformatics 37 (16), 2494-2496, 2021 | 29 | 2021 |
| A framework for robust traffic engineering using evolutionary computation V Pereira, M Rocha, P Cortez, M Rio, P Sousa Emerging Management Mechanisms for the Future Internet: 7th IFIP WG 6.6 …, 2013 | 14 | 2013 |
| Optimizing segment routing using evolutionary computation V Pereira, M Rocha, P Sousa Procedia Computer Science 110, 312-319, 2017 | 9 | 2017 |
| Combining Multi-objective Evolutionary Algorithms with Deep Generative Models Towards Focused Molecular Design T Sousa, J Correia, V Pereira, M Rocha Applications of Evolutionary Computation: 24th International Conference …, 2021 | 8 | 2021 |
| Comparison of single and multi-objective evolutionary algorithms for robust link-state routing V Pereira, P Sousa, P Cortez, M Rio, M Rocha Evolutionary Multi-Criterion Optimization: 8th International Conference, EMO …, 2015 | 8 | 2015 |
| A comparison of multi-objective optimization algorithms for weight setting problems in traffic engineering V Pereira, P Sousa, M Rocha Natural Computing 21 (3), 507-522, 2022 | 7 | 2022 |
| Applications of Evolutionary Computation: 24th International Conference, EvoApplications 2021, Held as Part of EvoStar 2021, Virtual Event, April 7–9, 2021, Proceedings PA Castillo, JLJ Laredo Springer Nature, 2021 | 5 | 2021 |
| Optimizing Load Balancing Routing Mechanisms with Evolutionary Computation V Pereira, M Rocha, P Sousa Intelligent Environments 2016: Workshop Proceedings of the 12th …, 2016 | 5 | 2016 |
| A framework for improving routing configurations using multi-objective optimization mechanisms P Sousa, V Pereira, P Cortez, M Rio, M Rocha Journal of Communications Software and Systems 12 (3), 145-156, 2016 | 5 | 2016 |
| Development of Deep Learning approaches to predict relationships between chemical structures and sweetness J Capela, J Correia, V Pereira, M Rocha 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 4 | 2022 |
| Combinatorial Optimization of Succinate Production in Escherichia coli V Pereira, M Rocha Practical Applications of Computational Biology & Bioinformatics, 15th …, 2022 | 3 | 2022 |
| Intradomain routing optimization based on evolutionary computation V Pereira | 3 | 2019 |
| Segment Routing Single Link Failure Congestion Optimization V Pereira, M Rocha, P Sousa Proceedings of the 15th International Joint Conference on e-Business and …, 2018 | 3 | 2018 |
| Reconstruction of cell-specific models capturing the influence of metabolism on DNA methylation in cancer T Barata, V Pereira, RP das Neves, M Rocha Computers in Biology and Medicine 170, 108052, 2024 | 2 | 2024 |
| Predicting the number of biochemical transformations needed to synthesize a compound J Correia, R Carreira, V Pereira, M Rocha 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 2 | 2022 |
| Hybrid IP/SDN Routing for Inter-Data Center Communications V Pereira, M Rocha, P Sousa 2019 IEEE 8th International Conference on Cloud Networking (CloudNet), 1-3, 2019 | 2 | 2019 |
| Automated network resilience optimization using computational intelligence methods V Pereira, M Rocha, P Sousa Intelligent Distributed Computing IX: Proceedings of the 9th International …, 2016 | 2 | 2016 |
| Robust optimization of intradomain routing using evolutionary algorithms V Pereira, P Sousa, P Cortez, M Rio, M Rocha Distributed Computing and Artificial Intelligence: 10th International …, 2013 | 2 | 2013 |
Miguel RochaAssociate Professor, Dept. Informatics and Centre Biological Engineering, Universidade do MinhoVerified email at di.uminho.pt