\n \n \n
\n
\n\n \n \n \n \n \n \n Identifying concerns when specifying machine learning-enabled systems: A perspective-based approach.\n \n \n \n \n\n\n \n Villamizar, H.; Kalinowski, M.; Lopes, H.; and Méndez, D.\n\n\n \n\n\n\n
J. Syst. Softw., 213: 112053. 2024.\n
\n\n
\n\n
\n\n
\n\n \n \n
Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@article{DBLP:journals/jss/VillamizarKLM24,\n author = {Hugo Villamizar and\n Marcos Kalinowski and\n H{\\'{e}}lio Lopes and\n Daniel M{\\'{e}}ndez},\n title = {Identifying concerns when specifying machine learning-enabled systems:\n {A} perspective-based approach},\n journal = {J. Syst. Softw.},\n volume = {213},\n pages = {112053},\n year = {2024},\n url = {https://doi.org/10.1016/j.jss.2024.112053},\n doi = {10.1016/J.JSS.2024.112053},\n timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/jss/VillamizarKLM24.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Investigating the Impact of SOLID Design Principles on Machine Learning Code Understanding.\n \n \n \n \n\n\n \n Cabral, R.; Kalinowski, M.; Baldassarre, M. T.; Villamizar, H.; Escovedo, T.; and Lopes, H.\n\n\n \n\n\n\n In Cleland-Huang, J.; Bosch, J.; Muccini, H.; and Lewis, G. A., editor(s),
Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI, CAIN 2024, Lisbon, Portugal, April 14-15, 2024, pages 7–17, 2024. ACM\n
\n\n
\n\n
\n\n
\n\n \n \n
Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{DBLP:conf/cain/CabralKBVE024,\n author = {Raphael Cabral and\n Marcos Kalinowski and\n Maria Teresa Baldassarre and\n Hugo Villamizar and\n Tatiana Escovedo and\n H{\\'{e}}lio Lopes},\n editor = {Jane Cleland{-}Huang and\n Jan Bosch and\n Henry Muccini and\n Grace A. Lewis},\n title = {Investigating the Impact of {SOLID} Design Principles on Machine Learning\n Code Understanding},\n booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}\n Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,\n April 14-15, 2024},\n pages = {7--17},\n publisher = {{ACM}},\n year = {2024},\n url = {https://doi.org/10.1145/3644815.3644957},\n doi = {10.1145/3644815.3644957},\n timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/cain/CabralKBVE024.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Identifying Concerns When Specifying Machine Learning-Enabled Systems: A Perspective-Based Approach.\n \n \n \n \n\n\n \n Villamizar, H.; and Kalinowski, M.\n\n\n \n\n\n\n In Machado, I.; Maldonado, J. C.; Conte, T.; Canedo, E. D.; Marques, J.; de França, B. B. N.; Matsubara, P.; Viana, D.; Soares, S.; Santos, G.; Rocha, L.; Gadelha, B.; dos Santos, R. P.; Oran, A. C.; and Neto, A. G. S. S., editor(s),
Proceedings of the XXIII Brazilian Symposium on Software Quality, SBQS 2024, Salvador, Bahia, Brazil, November 5-8, 2024, pages 673–675, 2024. ACM\n
\n\n
\n\n
\n\n
\n\n \n \n
Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{DBLP:conf/sbqs/VillamizarK24,\n author = {Hugo Villamizar and\n Marcos Kalinowski},\n editor = {Ivan Machado and\n Jos{\\'{e}} Carlos Maldonado and\n Tayana Conte and\n Edna Dias Canedo and\n Johnny Marques and\n Breno Bernard Nicolau de Fran{\\c{c}}a and\n Patr{\\'{\\i}}cia Matsubara and\n Davi Viana and\n S{\\'{e}}rgio Soares and\n Gleison Santos and\n Larissa Rocha and\n Bruno Gadelha and\n Rodrigo Pereira dos Santos and\n Ana Carolina Oran and\n Adolfo Gustavo Serra Seca Neto},\n title = {Identifying Concerns When Specifying Machine Learning-Enabled Systems:\n {A} Perspective-Based Approach},\n booktitle = {Proceedings of the {XXIII} Brazilian Symposium on Software Quality,\n {SBQS} 2024, Salvador, Bahia, Brazil, November 5-8, 2024},\n pages = {673--675},\n publisher = {{ACM}},\n year = {2024},\n url = {https://doi.org/10.1145/3701625.3701696},\n doi = {10.1145/3701625.3701696},\n timestamp = {Sat, 25 Jan 2025 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/sbqs/VillamizarK24.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n On the Interaction Between Software Engineers and Data Scientists When Building Machine Learning-Enabled Systems.\n \n \n \n \n\n\n \n Busquim, G.; Villamizar, H.; de Lima, M. J.; and Kalinowski, M.\n\n\n \n\n\n\n In Bludau, P.; Ramler, R.; Winkler, D.; and Bergsmann, J., editor(s),
Software Quality as a Foundation for Security - 16th International Conference on Software Quality, SWQD 2024, Vienna, Austria, April 23-25, 2024, Proceedings, volume 505, of
Lecture Notes in Business Information Processing, pages 55–75, 2024. Springer\n
\n\n
\n\n
\n\n
\n\n \n \n
Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{DBLP:conf/swqd/BusquimVLK24,\n author = {Gabriel Busquim and\n Hugo Villamizar and\n Maria Julia de Lima and\n Marcos Kalinowski},\n editor = {Peter Bludau and\n Rudolf Ramler and\n Dietmar Winkler and\n Johannes Bergsmann},\n title = {On the Interaction Between Software Engineers and Data Scientists\n When Building Machine Learning-Enabled Systems},\n booktitle = {Software Quality as a Foundation for Security - 16th International\n Conference on Software Quality, {SWQD} 2024, Vienna, Austria, April\n 23-25, 2024, Proceedings},\n series = {Lecture Notes in Business Information Processing},\n volume = {505},\n pages = {55--75},\n publisher = {Springer},\n year = {2024},\n url = {https://doi.org/10.1007/978-3-031-56281-5\\_4},\n doi = {10.1007/978-3-031-56281-5\\_4},\n timestamp = {Sat, 04 May 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/swqd/BusquimVLK24.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n ML-Enabled Systems Model Deployment and Monitoring: Status Quo and Problems.\n \n \n \n \n\n\n \n Zimelewicz, E.; Kalinowski, M.; Méndez, D.; Giray, G.; Alves, A. P. S.; Lavesson, N.; Azevedo, K.; Villamizar, H.; Escovedo, T.; Lopes, H.; Biffl, S.; Musil, J.; Felderer, M.; Wagner, S.; Baldassarre, M. T.; and Gorschek, T.\n\n\n \n\n\n\n In Bludau, P.; Ramler, R.; Winkler, D.; and Bergsmann, J., editor(s),
Software Quality as a Foundation for Security - 16th International Conference on Software Quality, SWQD 2024, Vienna, Austria, April 23-25, 2024, Proceedings, volume 505, of
Lecture Notes in Business Information Processing, pages 112–131, 2024. Springer\n
\n\n
\n\n
\n\n
\n\n \n \n
Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{DBLP:conf/swqd/ZimelewiczK0GAL24,\n author = {Eduardo Zimelewicz and\n Marcos Kalinowski and\n Daniel M{\\'{e}}ndez and\n G{\\"{o}}rkem Giray and\n Antonio Pedro Santos Alves and\n Niklas Lavesson and\n Kelly Azevedo and\n Hugo Villamizar and\n Tatiana Escovedo and\n H{\\'{e}}lio Lopes and\n Stefan Biffl and\n Juergen Musil and\n Michael Felderer and\n Stefan Wagner and\n Maria Teresa Baldassarre and\n Tony Gorschek},\n editor = {Peter Bludau and\n Rudolf Ramler and\n Dietmar Winkler and\n Johannes Bergsmann},\n title = {ML-Enabled Systems Model Deployment and Monitoring: Status Quo and\n Problems},\n booktitle = {Software Quality as a Foundation for Security - 16th International\n Conference on Software Quality, {SWQD} 2024, Vienna, Austria, April\n 23-25, 2024, Proceedings},\n series = {Lecture Notes in Business Information Processing},\n volume = {505},\n pages = {112--131},\n publisher = {Springer},\n year = {2024},\n url = {https://doi.org/10.1007/978-3-031-56281-5\\_7},\n doi = {10.1007/978-3-031-56281-5\\_7},\n timestamp = {Sat, 04 May 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/swqd/ZimelewiczK0GAL24.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n ML-Enabled Systems Model Deployment and Monitoring: Status Quo and Problems.\n \n \n \n \n\n\n \n Zimelewicz, E.; Kalinowski, M.; Méndez, D.; Giray, G.; Alves, A. P. S.; Lavesson, N.; Azevedo, K.; Villamizar, H.; Escovedo, T.; Lopes, H.; Biffl, S.; Musil, J.; Felderer, M.; Wagner, S.; Baldassarre, M. T.; and Gorschek, T.\n\n\n \n\n\n\n
CoRR, abs/2402.05333. 2024.\n
\n\n
\n\n
\n\n
\n\n \n \n
Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@article{DBLP:journals/corr/abs-2402-05333,\n author = {Eduardo Zimelewicz and\n Marcos Kalinowski and\n Daniel M{\\'{e}}ndez and\n G{\\"{o}}rkem Giray and\n Antonio Pedro Santos Alves and\n Niklas Lavesson and\n Kelly Azevedo and\n Hugo Villamizar and\n Tatiana Escovedo and\n H{\\'{e}}lio Lopes and\n Stefan Biffl and\n Juergen Musil and\n Michael Felderer and\n Stefan Wagner and\n Maria Teresa Baldassarre and\n Tony Gorschek},\n title = {ML-Enabled Systems Model Deployment and Monitoring: Status Quo and\n Problems},\n journal = {CoRR},\n volume = {abs/2402.05333},\n year = {2024},\n url = {https://doi.org/10.48550/arXiv.2402.05333},\n doi = {10.48550/ARXIV.2402.05333},\n eprinttype = {arXiv},\n eprint = {2402.05333},\n timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-2402-05333.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n On the Interaction between Software Engineers and Data Scientists when building Machine Learning-Enabled Systems.\n \n \n \n \n\n\n \n Busquim, G.; Villamizar, H.; de Lima, M. J.; and Kalinowski, M.\n\n\n \n\n\n\n
CoRR, abs/2402.05334. 2024.\n
\n\n
\n\n
\n\n
\n\n \n \n
Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@article{DBLP:journals/corr/abs-2402-05334,\n author = {Gabriel Busquim and\n Hugo Villamizar and\n Maria Julia de Lima and\n Marcos Kalinowski},\n title = {On the Interaction between Software Engineers and Data Scientists\n when building Machine Learning-Enabled Systems},\n journal = {CoRR},\n volume = {abs/2402.05334},\n year = {2024},\n url = {https://doi.org/10.48550/arXiv.2402.05334},\n doi = {10.48550/ARXIV.2402.05334},\n eprinttype = {arXiv},\n eprint = {2402.05334},\n timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2402-05334.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Investigating the Impact of SOLID Design Principles on Machine Learning Code Understanding.\n \n \n \n \n\n\n \n Cabral, R.; Kalinowski, M.; Baldassarre, M. T.; Villamizar, H.; Escovedo, T.; and Lopes, H.\n\n\n \n\n\n\n
CoRR, abs/2402.05337. 2024.\n
\n\n
\n\n
\n\n
\n\n \n \n
Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@article{DBLP:journals/corr/abs-2402-05337,\n author = {Raphael Cabral and\n Marcos Kalinowski and\n Maria Teresa Baldassarre and\n Hugo Villamizar and\n Tatiana Escovedo and\n H{\\'{e}}lio Lopes},\n title = {Investigating the Impact of {SOLID} Design Principles on Machine Learning\n Code Understanding},\n journal = {CoRR},\n volume = {abs/2402.05337},\n year = {2024},\n url = {https://doi.org/10.48550/arXiv.2402.05337},\n doi = {10.48550/ARXIV.2402.05337},\n eprinttype = {arXiv},\n eprint = {2402.05337},\n timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-2402-05337.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Naming the Pain in Machine Learning-Enabled Systems Engineering.\n \n \n \n \n\n\n \n Kalinowski, M.; Méndez, D.; Giray, G.; Alves, A. P. S.; Azevedo, K.; Escovedo, T.; Villamizar, H.; Lopes, H.; Baldassarre, M. T.; Wagner, S.; Biffl, S.; Musil, J.; Felderer, M.; Lavesson, N.; and Gorschek, T.\n\n\n \n\n\n\n
CoRR, abs/2406.04359. 2024.\n
\n\n
\n\n
\n\n
\n\n \n \n
Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@article{DBLP:journals/corr/abs-2406-04359,\n author = {Marcos Kalinowski and\n Daniel M{\\'{e}}ndez and\n G{\\"{o}}rkem Giray and\n Antonio Pedro Santos Alves and\n Kelly Azevedo and\n Tatiana Escovedo and\n Hugo Villamizar and\n H{\\'{e}}lio Lopes and\n Maria Teresa Baldassarre and\n Stefan Wagner and\n Stefan Biffl and\n J{\\"{u}}rgen Musil and\n Michael Felderer and\n Niklas Lavesson and\n Tony Gorschek},\n title = {Naming the Pain in Machine Learning-Enabled Systems Engineering},\n journal = {CoRR},\n volume = {abs/2406.04359},\n year = {2024},\n url = {https://doi.org/10.48550/arXiv.2406.04359},\n doi = {10.48550/ARXIV.2406.04359},\n eprinttype = {arXiv},\n eprint = {2406.04359},\n timestamp = {Sat, 13 Jul 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2406-04359.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n\n\n\n\n\n