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Teaching MLOps in Higher Education through Project-Based Learning


Feb 02, 2023
Filippo Lanubile, Silverio Martínez-Fernández, Luigi Quaranta

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* Accepted in 2023 IEEE/ACM 45th International Conference on Software Engineering: Software Engineering Education and Training (ICSE-SEET) 

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A Preliminary Investigation of MLOps Practices in GitHub


Sep 23, 2022
Fabio Calefato, Filippo Lanubile, Luigi Quaranta

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* Proceedings of the 16th ACM / IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM 2022), September 2022, Pages 283-288 
* Presented at ESEM '22, the 16th ACM / IEEE International Symposium on Empirical Software Engineering and Measurement 

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Pynblint: a Static Analyzer for Python Jupyter Notebooks


May 24, 2022
Luigi Quaranta, Fabio Calefato, Filippo Lanubile

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* Proc. of 2022 IEEE/ACM 1st Conference on AI Engineering - Software Engineering for AI (CAIN), May 16-24, 2022, Pittsburgh, PA, USA 
* 2 pages 

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Eliciting Best Practices for Collaboration with Computational Notebooks


Feb 15, 2022
Luigi Quaranta, Fabio Calefato, Filippo Lanubile

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* Proc. ACM Hum.-Comput. Interact., Vol. 6, No. CSCW1, Article 87, April 2022 

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Using Personality Detection Tools for Software Engineering Research: How Far Can We Go?


Oct 22, 2021
Fabio Calefato, Filippo Lanubile

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* ACM TOSEM, Vol. 1, No. 1, Article 1 (January 2021) 

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Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists


Mar 18, 2021
Filippo Lanubile, Fabio Calefato, Luigi Quaranta, Maddalena Amoruso, Fabio Fumarola, Michele Filannino

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* 4 pages 

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Love, Joy, Anger, Sadness, Fear, and Surprise: SE Needs Special Kinds of AI: A Case Study on Text Mining and SE


Apr 23, 2020
Nicole Novielli, Fabio Calefato, Filippo Lanubile

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* IEEE Software May/June 2020, Vol. 37, No. 3, pp. 86-91 

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EmoTxt: A Toolkit for Emotion Recognition from Text


Jan 19, 2018
Fabio Calefato, Filippo Lanubile, Nicole Novielli

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* In Proc. 7th Affective Computing and Intelligent Interaction (ACII'17), San Antonio, TX, USA, Oct. 23-26, 2017, p. 79-80, ISBN: 978-1-5386-0563-9 

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Sentiment Polarity Detection for Software Development


Sep 25, 2017
Fabio Calefato, Filippo Lanubile, Federico Maiorano, Nicole Novielli

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* Empirical Software Engineering, June 2018, Volume 23, Issue 3, pp 1352 - 1382 
* Cite as: Calefato, F., Lanubile, F., Maiorano, F., Novielli N. Empir Software Eng (2017). https://doi.org/10.1007/s10664-017-9546-9 Full-text view-only version here: http://rdcu.be/vZrG, Empir Software Eng (2017) 

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