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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
492019
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
242021
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
172018
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
92018
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
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
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
22019
Learning attention-based representations from multiple patterns for relation prediction in knowledge graphs
V Lourenço, A Paes
Knowledge-Based Systems 251, 109232, 2022
12022
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
12021
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
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
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