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2020 – today
- 2025
[j1]Luigi Quaranta
, Kelly Azevedo, Fabio Calefato, Marcos Kalinowski:
A multivocal literature review on the benefits and limitations of industry-leading AutoML tools. Inf. Softw. Technol. 178: 107608 (2025)- 2024
- [c3]Antonio Pedro Santos Alves, Marcos Kalinowski, Daniel Méndez, Hugo Villamizar, Kelly Azevedo, Tatiana Escovedo, Hélio Lopes:
Industrial Practices of Requirements Engineering for ML-Enabled Systems in Brazil. SBES 2024: 224-233 - [c2]Eduardo Zimelewicz, Marcos Kalinowski, Daniel Méndez, Görkem Giray, Antonio Pedro Santos Alves, Niklas Lavesson, Kelly Azevedo, Hugo Villamizar, Tatiana Escovedo, Hélio Lopes, Stefan Biffl, Juergen Musil, Michael Felderer, Stefan Wagner, Maria Teresa Baldassarre, Tony Gorschek:
ML-Enabled Systems Model Deployment and Monitoring: Status Quo and Problems. SWQD 2024: 112-131 - [d4]Antonio Pedro Santos Alves, Marcos Kalinowski, Daniel Méndez, Hugo Villamizar, Kelly Azevedo, Tatiana Escovedo, Hélio Lopes:
Industrial Practices of Requirements Engineering for ML-Enabled Systems in Brazil. Zenodo, 2024
- [d3]Kelly Azevedo, Luigi Quaranta, Fabio Calefato, Marcos Kalinowski:
Artifacts: A Multivocal Literature Review on the Benefits and Limitations of Automated Machine Learning Tools. Zenodo, 2024 - [d2]Kelly Azevedo, Luigi Quaranta, Fabio Calefato, Marcos Kalinowski:
Artifacts: A Multivocal Literature Review on the Benefits and Limitations of Automated Machine Learning Tools. Zenodo, 2024 - [i5]Kelly Azevedo, Luigi Quaranta, Fabio Calefato, Marcos Kalinowski:
A Multivocal Literature Review on the Benefits and Limitations of Automated Machine Learning Tools. CoRR abs/2401.11366 (2024) - [i4]Eduardo Zimelewicz, Marcos Kalinowski, Daniel Méndez, Görkem Giray, Antonio Pedro Santos Alves, Niklas Lavesson, Kelly Azevedo, Hugo Villamizar, Tatiana Escovedo, Hélio Lopes, Stefan Biffl, Juergen Musil, Michael Felderer, Stefan Wagner, Maria Teresa Baldassarre, Tony Gorschek:
ML-Enabled Systems Model Deployment and Monitoring: Status Quo and Problems. CoRR abs/2402.05333 (2024) - [i3]Marcos Kalinowski, Daniel Méndez, Görkem Giray, Antonio Pedro Santos Alves, Kelly Azevedo, Tatiana Escovedo, Hugo Villamizar, Hélio Lopes, Maria Teresa Baldassarre, Stefan Wagner, Stefan Biffl, Jürgen Musil, Michael Felderer, Niklas Lavesson, Tony Gorschek:
Naming the Pain in Machine Learning-Enabled Systems Engineering. CoRR abs/2406.04359 (2024) - [i2]Antonio Pedro Santos Alves, Marcos Kalinowski, Daniel Méndez, Hugo Villamizar, Kelly Azevedo, Tatiana Escovedo, Hélio Lopes:
Industrial Practices of Requirements Engineering for ML-Enabled Systems in Brazil. CoRR abs/2407.18977 (2024) - 2023
- [c1]Antonio Pedro Santos Alves, Marcos Kalinowski, Görkem Giray, Daniel Méndez, Niklas Lavesson, Kelly Azevedo, Hugo Villamizar, Tatiana Escovedo, Hélio Lopes, Stefan Biffl, Jürgen Musil, Michael Felderer, Stefan Wagner, Maria Teresa Baldassarre, Tony Gorschek:
Status Quo and Problems of Requirements Engineering for Machine Learning: Results from an International Survey. PROFES (1) 2023: 159-174 - [d1]Eduardo Zimelewicz, Marcos Kalinowski, Daniel Méndez, Görkem Giray, Antonio Pedro Santos Alves, Niklas Lavesson, Kelly Azevedo, Hugo Villamizar, Tatiana Escovedo, Hélio Lopes, Stefan Biffl, Juergen Musil, Michael Felderer, Stefan Wagner, Maria Teresa Baldassarre, Tony Gorschek:
ML-Enabled Systems Model Deployment and Monitoring: Status Quo and Problems. Zenodo, 2023 - [i1]Antonio Pedro Santos Alves, Marcos Kalinowski, Görkem Giray, Daniel Méndez, Niklas Lavesson, Kelly Azevedo, Hugo Villamizar, Tatiana Escovedo, Hélio Lopes, Stefan Biffl, Jürgen Musil, Michael Felderer, Stefan Wagner, Maria Teresa Baldassarre, Tony Gorschek:
Status Quo and Problems of Requirements Engineering for Machine Learning: Results from an International Survey. CoRR abs/2310.06726 (2023)
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