Vítor Pereira

University of Minho — Portugal

Engineering · Physical Sciences

6h-index311citations32works3.22yr avg
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Research Topics

Advanced Optical Network Technologies(14), Software-Defined Networks and 5G(12), Network Traffic and Congestion Control(7), Computational Drug Discovery Methods(5), Microbial Metabolic Engineering and Bioproduction(5)

Publications32 total

Leveraging Large Language Models on Assay Descriptions to Improve the Prediction of Inhibitors for Mycobacterium Tuberculosis
Lecture notes in computer science·2025
Safety in end-of-life offshore oil platforms
AHFE international·2025
<scp>MOSCA</scp> 2.0: A bioinformatics framework for metagenomics, metatranscriptomics and metaproteomics data analysis and visualization
Molecular Ecology Resources·2024· 4 cited
Towards the definition of an antibiotic resistome signature in wastewater and downstream environments
Environmental Pollution·2024· 5 citedOpen Access
Reconstruction of cell-specific models capturing the influence of metabolism on DNA methylation in cancer
Computers in Biology and Medicine·2024· 7 citedOpen Access
Suplementary data, results and scripts: "Reconstruction of Cell-specific Models Capturing the Influence of Metabolism on DNA methylation in Cancer"
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Suplementary data, results and scripts: "Reconstruction of Cell-specific Models Capturing the Influence of Metabolism on DNA methylation in Cancer"
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Combining Evolutionary Algorithms with Reaction Rules Towards Focused Molecular Design
Proceedings of the Genetic and Evolutionary Computation Conference·2023Open Access
A New GIMME–Based Heuristic for Compartmentalised Transcriptomics Data Integration
Lecture notes in networks and systems·2023
Variational Autoencoders and Evolutionary Algorithms for Targeted Novel Enzyme Design
2022 IEEE Congress on Evolutionary Computation (CEC)·2022· 2 citedOpen Access
Development of Deep Learning approaches to predict relationships between chemical structures and sweetness
2022 International Joint Conference on Neural Networks (IJCNN)·2022· 6 citedOpen Access
Predicting the number of biochemical transformations needed to synthesize a compound
2022 International Joint Conference on Neural Networks (IJCNN)·2022· 1 citedOpen Access
Generative Deep Learning for Targeted Compound Design
Journal of Chemical Information and Modeling·2021· 179 cited
Combinatorial Optimization of Succinate Production in Escherichia coli
Lecture notes in networks and systems·2021· 3 cited
Optimizing NFV deployment in Segment Routing
2021
MEWpy: a computational strain optimization workbench in Python
Bioinformatics·2021· 30 citedOpen Access
Combining Multi-objective Evolutionary Algorithms with Deep Generative Models Towards Focused Molecular Design
Lecture notes in computer science·2021· 7 cited
A comparison of multi-objective optimization algorithms for weight setting problems in traffic engineering
Natural Computing·2020· 6 cited
Traffic Engineering With Three-Segments Routing
IEEE Transactions on Network and Service Management·2020· 30 cited
Hybrid IP/SDN Routing for Inter-Data Center Communications
2019· 1 cited
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Frequent Co-authors

Miguel Rocha(28), Pedro Sousa(15), João Correia(5), Paulo Cortez(5), Miguel Rio(5), Tânia Barata(3), Ricardo Pires das Neves(3), T. Ferra de Sousa(2), Fernando Cruz(1), João Capela(1), Diogo Cachetas(1), Ivone Vaz‐Moreira(1), Célia M. Manaia(1), João C. Sequeira(1), M. M. Alves(1), M. A. Pereira(1), Andreia F. Salvador(1), Miguel A. Martins(1), Rafael Carreira(1), Goncalo Camaz(1)