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Studying the Practices of Deploying Machine Learning Projects on Docker



Moses Openja , Forough Majidi , Foutse Khomh , Bhagya Chembakottu , Heng Li

* The International Conference on Evaluation and Assessment in Software Engineering 2022 (EASE 2022), June 13--15, 2022, Gothenburg, Sweden 

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Testing Feedforward Neural Networks Training Programs



Houssem Ben Braiek , Foutse Khomh


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A Search-Based Framework for Automatic Generation of Testing Environments for Cyber-Physical Systems



Dmytro Humeniuk , Foutse Khomh , Giuliano Antoniol


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Machine Learning Application Development: Practitioners' Insights



Md Saidur Rahman , Foutse Khomh , Alaleh Hamidi , Jinghui Cheng , Giuliano Antoniol , Hironori Washizaki


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Silent Bugs in Deep Learning Frameworks: An Empirical Study of Keras and TensorFlow



Florian Tambon , Amin Nikanjam , Le An , Foutse Khomh , Giuliano Antoniol


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On Assessing The Safety of Reinforcement Learning algorithms Using Formal Methods



Paulina Stevia Nouwou Mindom , Amin Nikanjam , Foutse Khomh , John Mullins


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An Empirical Study of the Effectiveness of an Ensemble of Stand-alone Sentiment Detection Tools for Software Engineering Datasets



Gias Uddin , Yann-Gael Gueheneuc , Foutse Khomh , Chanchal K Roy

* ACM Transactions on Software Engineering and Methodology (TOSEM), 2021 

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Partial order: Finding Consensus among Uncertain Feature Attributions



Gabriel Laberge , Yann Pequignot , Foutse Khomh , Mario Marchand , Alexandre Mathieu


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The challenge of reproducible ML: an empirical study on the impact of bugs



Emilio Rivera-Landos , Foutse Khomh , Amin Nikanjam


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The Forgotten Role of Search Queries in IR-based Bug Localization: An Empirical Study



Mohammad Masudur Rahman , Foutse Khomh , Shamima Yeasmin , Chanchal K. Roy

* @ARTICLE{emse2021masud, author={Rahman, M. M. and Khomh, F. and Yeasmin, S. and Roy, C. K.}, journal={EMSE}, title={The Forgotten Role of Search Queries in IR-based Bug Localization: An Empirical Study}, year={2021}, pages={57} } 
* 57 pages 

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