Is your code harmful too? Understanding harmful code through transfer learning

Author:

Pereira Cesar Durval1ORCID,Barbosa Vieira da Silva Caio2ORCID,Pedrosa Leite Leonardo1ORCID,Fonseca Baldoino1ORCID,De Medeiros Baia Davy1ORCID

Affiliation:

1. Universidade Federal de Alagoas, Brazil

2. Departamento de Informática, Pontifícia Universidade Católica do Rio de Janeiro, Brazil

Funder

FAPEAL

Publisher

ACM

Reference32 articles.

1. Lucas Amorim , Evandro Costa , Nuno Antunes , Baldoino Fonseca , and Márcio Ribeiro . 2016 . Experience report: Evaluating the effectiveness of decision trees for detecting code smells . ISSRE 2015 (2016). Lucas Amorim, Evandro Costa, Nuno Antunes, Baldoino Fonseca, and Márcio Ribeiro. 2016. Experience report: Evaluating the effectiveness of decision trees for detecting code smells. ISSRE 2015 (2016).

2. Pasquale Ardimento , Lerina Aversano , Mario Luca Bernardi , Marta Cimitile , and Martina Iammarino . 2021 . Transfer Learning for Just-in-Time Design Smells Prediction using Temporal Convolutional Networks . ICSOFT 2021 (2021), 310–317. Pasquale Ardimento, Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, and Martina Iammarino. 2021. Transfer Learning for Just-in-Time Design Smells Prediction using Temporal Convolutional Networks. ICSOFT 2021 (2021), 310–317.

3. Caio Barbosa Anderson Uchôa Daniel Coutinho Wesley KG Assunçao Anderson Oliveira Alessandro Garcia Baldoino Fonseca Matheus Rabelo José Eric Coelho Eryka Carvalho 2023. Beyond the Code: Investigating the Effects of Pull Request Conversations on Design Decay. (2023). Caio Barbosa Anderson Uchôa Daniel Coutinho Wesley KG Assunçao Anderson Oliveira Alessandro Garcia Baldoino Fonseca Matheus Rabelo José Eric Coelho Eryka Carvalho 2023. Beyond the Code: Investigating the Effects of Pull Request Conversations on Design Decay. (2023).

4. Revealing the Social Aspects of Design Decay

5. Manuel De Stefano , Fabiano Pecorelli , Fabio Palomba , and Andrea De Lucia . 2021. Comparing Within- and Cross-Project Machine Learning Algorithms for Code Smell Detection. MaLTESQuE ’21 ( 2021 ). Manuel De Stefano, Fabiano Pecorelli, Fabio Palomba, and Andrea De Lucia. 2021. Comparing Within- and Cross-Project Machine Learning Algorithms for Code Smell Detection. MaLTESQuE ’21 (2021).

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