18: Aprendizado de Máquina em Engenharia de Software, com Maurício Aniche (TU Delft)
Update: 2021-11-17
Description
Neste episódio, conversamos com Maurício F. Aniche, professor na Universidade Tecnológica de Delft (TU Delft). O tema foi Aprendizado de Máquina em Engenharia de Software.
A página do Maurício é https://www.mauricioaniche.com/. Ele está no Twitter como @mauricioaniche.
Artigos mencionados:
Jeroen Castelein, Maurício Finavaro Aniche, Mozhan Soltani, Annibale Panichella, Arie van Deursen: Search-based test data generation for SQL queries. ICSE 2018.
Ludewig, M., Mauro, N., Latifi, S. and Jannach, D.: "Performance Comparison of Neural and Non-Neural Approaches to Session-based Recommendation". In: Proceedings of the 2019 ACM Conference on Recommender Systems (RecSys 2019). Copenhagen, 2019
Henk Grent, Aleksei Akimov, Maurício Aniche: Automatically Identifying Parameter Constraints in Complex Web APIs: A Case Study at Adyen. ICSE (SEIP) 2021.
Casper Schröder, Adriaan van der Feltz, Annibale Panichella, Maurício Aniche: Search-Based Software Re-Modularization: A Case Study at Adyen. ICSE (SEIP) 2021.
Jeanderson Cândido, Jan Haesen, Maurício Aniche, Arie van Deursen: An Exploratory Study of Log Placement Recommendation in an Enterprise System. MSR 2021: 143-154
Bart van Oort, Luis Cruz, Maurício Aniche, Arie van Deursen: The Prevalence of Code Smells in Machine Learning projects. WAIN@ICSE 2021
Mauricio Finavaro Aniche, Gabriele Bavota, Christoph Treude, Marco Aurélio Gerosa, Arie van Deursen: Code smells for Model-View-Controller architectures. Empir. Softw. Eng. 23(4): 2121-2157 (2018)
Maurício Aniche, Frank Mulder, Felienne Hermans: Grading 600+ Students: A Case Study on Peer and Self Grading. ICSE (SEET) 2021: 211-220
Nossa equipe é formada por:
Leonardo Fernandes (IFAL)
Gustavo Pinto (UFPA)
Fabio Petrillo (UQAC)
Danilo Monteiro (Zup Innovation)
Adolfo Gustavo Serra Seca Neto (UTFPR) - co-host deste episódio
Ingrid Nunes (UFRGS) - co-host deste episódio
Nosso site é https://fronteirases.github.io/.
A edição deste episódio foi feita pela Zup Innovation.
A página do Maurício é https://www.mauricioaniche.com/. Ele está no Twitter como @mauricioaniche.
Artigos mencionados:
Jeroen Castelein, Maurício Finavaro Aniche, Mozhan Soltani, Annibale Panichella, Arie van Deursen: Search-based test data generation for SQL queries. ICSE 2018.
Ludewig, M., Mauro, N., Latifi, S. and Jannach, D.: "Performance Comparison of Neural and Non-Neural Approaches to Session-based Recommendation". In: Proceedings of the 2019 ACM Conference on Recommender Systems (RecSys 2019). Copenhagen, 2019
Henk Grent, Aleksei Akimov, Maurício Aniche: Automatically Identifying Parameter Constraints in Complex Web APIs: A Case Study at Adyen. ICSE (SEIP) 2021.
Casper Schröder, Adriaan van der Feltz, Annibale Panichella, Maurício Aniche: Search-Based Software Re-Modularization: A Case Study at Adyen. ICSE (SEIP) 2021.
Jeanderson Cândido, Jan Haesen, Maurício Aniche, Arie van Deursen: An Exploratory Study of Log Placement Recommendation in an Enterprise System. MSR 2021: 143-154
Bart van Oort, Luis Cruz, Maurício Aniche, Arie van Deursen: The Prevalence of Code Smells in Machine Learning projects. WAIN@ICSE 2021
Mauricio Finavaro Aniche, Gabriele Bavota, Christoph Treude, Marco Aurélio Gerosa, Arie van Deursen: Code smells for Model-View-Controller architectures. Empir. Softw. Eng. 23(4): 2121-2157 (2018)
Maurício Aniche, Frank Mulder, Felienne Hermans: Grading 600+ Students: A Case Study on Peer and Self Grading. ICSE (SEET) 2021: 211-220
Nossa equipe é formada por:
Leonardo Fernandes (IFAL)
Gustavo Pinto (UFPA)
Fabio Petrillo (UQAC)
Danilo Monteiro (Zup Innovation)
Adolfo Gustavo Serra Seca Neto (UTFPR) - co-host deste episódio
Ingrid Nunes (UFRGS) - co-host deste episódio
Nosso site é https://fronteirases.github.io/.
A edição deste episódio foi feita pela Zup Innovation.
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