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Sampling in software engineering research: A critical review and guidelines
Representative sampling appears rare in empirical software engineering research. Not all
studies need representative samples, but a general lack of representative sampling …
studies need representative samples, but a general lack of representative sampling …
An empirical study of pre-trained model reuse in the hugging face deep learning model registry
Deep Neural Networks (DNNs) are being adopted as components in software systems.
Creating and specializing DNNs from scratch has grown increasingly difficult as state-of-the …
Creating and specializing DNNs from scratch has grown increasingly difficult as state-of-the …
Sotorrent: reconstructing and analyzing the evolution of stack overflow posts
Stack Overflow (SO) is the most popular question-and-answer website for software
developers, providing a large amount of code snippets and free-form text on a wide variety …
developers, providing a large amount of code snippets and free-form text on a wide variety …
How do i refactor this? An empirical study on refactoring trends and topics in Stack Overflow
An essential part of software maintenance and evolution, refactoring is performed by
developers, regardless of technology or domain, to improve the internal quality of the …
developers, regardless of technology or domain, to improve the internal quality of the …
What do programmers discuss about deep learning frameworks
J Han, E Shihab, Z Wan, S Deng, X ** machine learning applications challenging? a study on stack overflow posts
M Alshangiti, H Sapkota… - 2019 acm/ieee …, 2019 - ieeexplore.ieee.org
Background: As smart and automated applications pervade our lives, an increasing number
of software developers are required to incorporate machine learning (ML) techniques into …
of software developers are required to incorporate machine learning (ML) techniques into …
KGTorrent: A dataset of python jupyter notebooks from kaggle
L Quaranta, F Calefato… - 2021 IEEE/ACM 18th …, 2021 - ieeexplore.ieee.org
Computational notebooks have become the tool of choice for many data scientists and
practitioners for performing analyses and disseminating results. Despite their increasing …
practitioners for performing analyses and disseminating results. Despite their increasing …