Следене
Hugo Guarín Villamizar
Hugo Guarín Villamizar
Researcher, fortiss GmbH
Потвърден имейл адрес: fortiss.org - Начална страница
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Позовавания
Позовавания
Година
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
652021
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
602018
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
202020
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
162020
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
132020
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
132019
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
122023
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
122022
A catalogue of concerns for specifying machine learning-enabled systems
H Villamizar, M Kalinowski
arXiv preprint arXiv:2204.07662, 2022
122022
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
102023
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
92024
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
62024
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
42024
Lessons Learned from a Lean R&D Project.
BR Teixeira, B Ferreira, ALB de Damasceno, SDJ Barbosa, C Novello, ...
ICEIS (2), 345-352, 2021
32021
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
22024
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
12024
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
2024
Industrial Practices of Requirements Engineering for ML-Enabled Systems in Brazil
AP Santos Alves, M Kalinowski, D Mendez, H Villamizar, K Azevedo, ...
arXiv e-prints, arXiv: 2407.18977, 2024
2024
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, ...
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