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Vítor Nascimento Lourenço
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Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering
R Souza, L Azevedo, V Lourenço, E Soares, R Thiago, R Brandão, ...
2019 14th Workflows in Support of Large-scale Science (WORKS) co-located …, 2019
302019
Towards Safer (Smart) Cities: Discovering Urban Crime Patterns Using Logic-based Relational Machine Learning
V Lourenço, P Mann, A Guimarães, A Paes, D de Oliveira
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
102018
Workflow Provenance in the Lifecycle of Scientific Machine Learning
R Souza, LG Azevedo, VN Lourenço, E Soares, R Thiago, R Brandão, ...
Concurrency Computation Practice and Experience, 1-21, 2021
92021
Managing Machine Learning Workflow Components
M Moreno, V Lourenço, SR Fiorini, P Costa, R Brandão, D Civitarese, ...
International Journal of Semantic Computing 14 (2), 295-309, 2020
82020
Managing machine learning workflow components
M Moreno, V Lourenço, SR Fiorini, P Costa, R Brandão, D Civitarese, ...
IEEE 14th International Conference on Semantic Computing (ICSC) 14, 25-30, 2020
82020
Facing Digital Agriculture Challenges with Knowledge Engineering
M Nery, R Santos, W Santos, V Lourenço, M Moreno
2018 First International Conference on Artificial Intelligence for …, 2018
72018
SiAPP: An Information System for Crime Analytics Based on Logical Relational Learning
V Lourenço, P Mann, A Paes, D Oliveira
2017 XII Brazilian Symposium on Information Systems on Brazilian Symposium …, 2016
6*2016
Learning attention-based representations from multiple patterns for relation prediction in knowledge graphs
V Lourenço, A Paes
Knowledge-Based Systems 251, 109232, 2022
12022
Evaluating Semantic Queries for Dataset Engineering on the Hyperknowledge Platform
M Moreno, P Bezerra, R Costa, V Nascimento, E Soares, M Machado
2021 International Semantic Web Conference, 2021
12021
A Knowledge-Based Approach for Structuring Cyclic Workflows
R Brandão, V Lourenço, M Machado, L Azevedo, M Cardoso, R Souza, ...
Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to …, 2020
12020
A Modality-level Explainable Framework for Misinformation Checking in Social Networks
V Lourenço, A Paes
Neural Information Processing Systems Conference: LatinX in AI (LXAI …, 2022
2022
An Extensible Approach for Query-Driven Multimodal Knowledge Graph Completion
M Machado, G Lima, E Soares, V Nascimento, R Brandao, M Moreno
International Semantic Web Conference, 2022
2022
A Hyperknowledge Approach to Support Dataset Engineering
M Moreno, P Bezerra, R Costa, V Nascimento, E Soares, M Machado
2021 International Semantic Web Conference, 2021
2021
Cycle Orchestrator: A Knowledge-Based Approach for Structuring Cyclic ML Pipelines in the O&G Industry
R Brandão, V Lourenço, M Machado, L Azevedo, M Cardoso, R Souza, ...
Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to …, 2020
2020
Adding Hyperknowledge-enabled data lineage to a machine learning workflow management system for oil and gas
LG Azevedo, R Souza, R Brandão, VN Lourenço, M Costalonga, ...
First Break 38 (7), 89-93, 2020
2020
Hierarchy-of-Visual-Words: a Learning-based Approach for Trademark Image Retrieval
VN Lourenço, GG Silva, LAF Fernandes
2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2019
2019
Towards Leveraging the Music Industry with Hyperknowledge
SR Fiorini, V Lourenço, RCM Santos, PB da Costa, MF Moreno
2019 Second International Conference on Artificial Intelligence for …, 2019
2019
Facing digital agriculture challenges with knowledge engineering
MN Dos Santos, R Santos, W Santos, V Lourenco, M Moreno
International Conference on Artificial Intelligence for Industries, 2019
2019
Towards Learning Better Representations for Completion of Real-World Knowledge Bases
V Lourenço, A Paes, M Moreno
Neural Information Processing Systems Conference: LatinX in AI (LXAI …, 2019
2019
Utilização de Algoritmos Genéticos para a Elaboração do Quadro de Horários do Ensino Médio-Técnico Integrado do CEFET/RJ
V Lourenço, U Souza, E Ogasawara
2014 II Encontro Nacional de Computação dos Institutos Federais (ENCompIF), 1-4, 2014
2014
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Articles 1–20