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Deep Learning & Software Engineering: State of Research and Future Directions

Sep 17, 2020
Prem Devanbu, Matthew Dwyer, Sebastian Elbaum, Michael Lowry, Kevin Moran, Denys Poshyvanyk, Baishakhi Ray, Rishabh Singh, Xiangyu Zhang

* Community Report from the 2019 NSF Workshop on Deep Learning & Software Engineering, 37 pages 

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A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research

Sep 14, 2020
Cody Watson, Nathan Cooper, David Nader Palacio, Kevin Moran, Denys Poshyvanyk

* 48 pages, Currently under review 

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Translating Video Recordings of Mobile App Usages into Replayable Scenarios

May 18, 2020
Carlos Bernal-Cárdenas, Nathan Cooper, Kevin Moran, Oscar Chaparro, Andrian Marcus, Denys Poshyvanyk

* In proceedings of the 42nd International Conference on Software Engineering (ICSE'20), 13 pages 

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Improving the Effectiveness of Traceability Link Recovery using Hierarchical Bayesian Networks

May 18, 2020
Kevin Moran, David N. Palacio, Carlos Bernal-Cárdenas, Daniel McCrystal, Denys Poshyvanyk, Chris Shenefiel, Jeff Johnson

* Accepted in the Proceedings of the 42nd International Conference on Software Engineering (ICSE'20), 13 pages 

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Machine Learning-Based Prototyping of Graphical User Interfaces for Mobile Apps

Jun 05, 2018
Kevin Moran, Carlos Bernal-Cárdenas, Michael Curcio, Richard Bonett, Denys Poshyvanyk

* Accepted to IEEE Transactions on Software Engineering 

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