| Requirements engineering for machine learning: A systematic mapping study H Villamizar, T Escovedo, M Kalinowski 2021 47th Euromicro conference on software engineering and advanced …, 2021 | 68 | 2021 |
| A systematic mapping study on security in agile requirements engineering H Villamizar, M Kalinowski, M Viana, DM Fernández 2018 44th Euromicro conference on software engineering and advanced …, 2018 | 60 | 2018 |
| An efficient approach for reviewing security-related aspects in agile requirements specifications of web applications H Villamizar, M Kalinowski, A Garcia, D Mendez Requirements engineering 25 (4), 439-468, 2020 | 24 | 2020 |
| Engenharia de Software para Ciência de Dados: Um guia de boas práticas com ênfase na construção de sistemas de Machine Learning em Python M Kalinowski, T Escovedo, H Villamizar, H Lopes Casa do Código, 2023 | 18 | 2023 |
| Status quo and problems of requirements engineering for machine learning: Results from an international survey APS Alves, M Kalinowski, G Giray, D Mendez, N Lavesson, K Azevedo, ... International Conference on Product-Focused Software Process Improvement …, 2023 | 16 | 2023 |
| Lean r&d: An agile research and development approach for digital transformation M Kalinowski, H Lopes, AF Teixeira, G da Silva Cardoso, A Kuramoto, ... Product-Focused Software Process Improvement: 21st International Conference …, 2020 | 16 | 2020 |
| Towards lean R&D: an agile research and development approach for digital transformation M Kalinowski, ST Batista, H Lopes, S Barbosa, M Poggi, T Silva, ... 2020 46th Euromicro Conference on Software Engineering and Advanced …, 2020 | 14 | 2020 |
| Identifying concerns when specifying machine learning-enabled systems: A perspective-based approach H Villamizar, M Kalinowski, H Lopes, D Mendez Journal of Systems and Software 213, 112053, 2024 | 13 | 2024 |
| An approach for reviewing security-related aspects in agile requirements specifications of web applications H Villamizar, AA Neto, M Kalinowski, A Garcia, D Méndez 2019 IEEE 27th international requirements engineering conference (RE), 86-97, 2019 | 13 | 2019 |
| Towards perspective-based specification of machine learning-enabled systems H Villamizar, M Kalinowski, H Lopes 2022 48th euromicro conference on software engineering and advanced …, 2022 | 12 | 2022 |
| A catalogue of concerns for specifying machine learning-enabled systems H Villamizar, M Kalinowski arXiv preprint arXiv:2204.07662, 2022 | 12 | 2022 |
| Investigating the impact of SOLID design principles on machine learning code understanding R Cabral, M Kalinowski, MT Baldassarre, H Villamizar, T Escovedo, ... Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering …, 2024 | 10 | 2024 |
| Ml-enabled systems model deployment and monitoring: Status quo and problems E Zimelewicz, M Kalinowski, D Mendez, G Giray, AP Santos Alves, ... International Conference on Software Quality, 112-131, 2024 | 7 | 2024 |
| Naming the pain in machine learning-enabled systems engineering M Kalinowski, D Mendez, G Giray, APS Alves, K Azevedo, T Escovedo, ... arXiv preprint arXiv:2406.04359, 2024 | 6 | 2024 |
| On the Interaction Between Software Engineers and Data Scientists When Building Machine Learning-Enabled Systems G Busquim, H Villamizar, MJ Lima, M Kalinowski International Conference on Software Quality, 55-75, 2024 | 4 | 2024 |
| Lessons Learned from a Lean R&D Project. BR Teixeira, B Ferreira, ALB de Damasceno, SDJ Barbosa, C Novello, ... ICEIS (2), 345-352, 2021 | 4 | 2021 |
| Industrial Practices of Requirements Engineering for ML-Enabled Systems in Brazil APS Alves, M Kalinowski, D Mendez, H Villamizar, K Azevedo, ... arXiv preprint arXiv:2407.18977, 2024 | 1 | 2024 |
| Experiences Applying Lean R&D in Industry-Academia Collaboration Projects M Kalinowski, L Romao, A Rodrigues, C Barbosa, H Villamizar, ... arXiv preprint arXiv:2501.11774, 2025 | | 2025 |
| Zeller, Marc 184 Zhang, Dawen 92 A Mos, M Mostafavi Ghahfarokhi, K Munakata, MT Nguyen, A Nouri, ... | | |
| CAIN 2024 Q Lu, L Zhu, X Xu, R Cabral, M Kalinowski, MT Baldassarre, H Villamizar, ... | | |
Marcos KalinowskiProfessor, Pontifical Catholic University of Rio de Janeiro (PUC-Rio)Потвърден имейл адрес: inf.puc-rio.br