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2020

Roy, Devjeet; Zhang, Ziyi; Ma, Maggie; Arnaoudova, Venera; Panichella, Annibale; Panichella, Sebastiano; Gonzalez, Danielle; Mirakhorli, Mehdi

DeepTC-Enhancer: Improving the Readability of Automatically Generated Tests (Inproceeding)

International Conference on Automated Software Engineering (ASE), pp. to appear, 2020.

(Links | BibTeX | Tags: empirical study, source code readability, source code summarization)

Roy, Devjeet; Fakhoury, Sarah; Lee, John; Arnaoudova, Venera

A model to detect incremental readability improvements in incremental changes (Inproceeding)

Proceedings of the International Conference on Program Comprehension (ICPC), 2020.

(Links | BibTeX | Tags: developers' perception, empirical study, machine learning, source code readability)

2018

Fakhoury, Sarah; Arnaoudova, Venera; Noiseux, Cedric; Khomh, Foutse; Antoniol, Giuliano

Keep it simple: is deep learning good for linguistic smell detection? (Inproceeding)

Proceedings of the International Conference on Software Analysis, Evolution, and Reengineering (SANER)—REproducibility Studies and NEgative Results (RENE) Track, 2018.

(Links | BibTeX | Tags: deep learning, empirical study, linguistic antipatterns, machine learning, source code identifiers, source code readability)