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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 Inproceedings

In: International Conference on Automated Software Engineering (ASE), pp. 287–298, 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 Inproceedings

In: Proceedings of the International Conference on Program Comprehension (ICPC), pp. 25–36, 2020.

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


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

Keep it simple: is deep learning good for linguistic smell detection? Inproceedings

In: 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