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 | 55 | 2019 |
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 | 30 | 2021 |
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 | 18 | 2018 |
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 | 10 | 2020 |
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 | 10 | 2020 |
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 | 10 | 2018 |
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 | 3 | 2019 |
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 | 2 | 2022 |
Learning attention-based representations from multiple patterns for relation prediction in knowledge graphs V Lourenço, A Paes Knowledge-Based Systems 251, 109232, 2022 | 2 | 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 | 2 | 2021 |
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 | 1 | 2021 |
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 | 1 | 2020 |
A Unified Framework for Cropland Field Boundary Detection and Segmentation RF Rangel, VN Lourenço, LV Oldoni, AFC Bonamigo, W Santos, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | | 2024 |
An Extensible Approach for Query-Driven Multimodal Knowledge Graph Completion. M Machado, G Lima, EFS Soares, V Nascimento, R Brandao, MF Moreno ISWC (Posters/Demos/Industry), 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 |