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Detecting Requirements Smells With Deep Learning: Experiences, Challenges and Future Work



Mohammad Kasra Habib , Stefan Wagner , Daniel Graziotin

* 4 pages, 2 figures. Accepted at Eigth International Workshop on Artificial Intelligence and Requirements Engineering (AIRE'21) 

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Learning to Plan via a Multi-Step Policy Regression Method



Stefan Wagner , Michael Janschek , Tobias Uelwer , Stefan Harmeling

* Accepted at the 30th International Conference on Artificial Neural Networks (ICANN 2021) 

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Software Engineering for AI-Based Systems: A Survey



Silverio Martínez-Fernández , Justus Bogner , Xavier Franch , Marc Oriol , Julien Siebert , Adam Trendowicz , Anna Maria Vollmer , Stefan Wagner


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Lessons Learned from the 1st ARIEL Machine Learning Challenge: Correcting Transiting Exoplanet Light Curves for Stellar Spots



Nikolaos Nikolaou , Ingo P. Waldmann , Angelos Tsiaras , Mario Morvan , Billy Edwards , Kai Hou Yip , Giovanna Tinetti , Subhajit Sarkar , James M. Dawson , Vadim Borisov , Gjergji Kasneci , Matej Petkovic , Tomaz Stepisnik , Tarek Al-Ubaidi , Rachel Louise Bailey , Michael Granitzer , Sahib Julka , Roman Kern , Patrick Ofner , Stefan Wagner , Lukas Heppe , Mirko Bunse , Katharina Morik

* 20 pages, 7 figures, 2 tables, Submitted to The Astrophysics Journal (ApJ) 

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Conversational Agents for Insurance Companies: From Theory to Practice



Falko Koetter , Matthias Blohm , Jens Drawehn , Monika Kochanowski , Joscha Goetzer , Daniel Graziotin , Stefan Wagner

* Koetter F. et al. (2019) Conversational Agents for Insurance Companies: From Theory to Practice. In: Agents and Artificial Intelligence. ICAART 2019. LNCS, vol 11978. Springer, Cham 
* 26 pages, 7 figures. ICAART 2019 extension. Extension of arXiv:1812.07339 

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Can clone detection support quality assessments of requirements specifications?



Elmar Juergens , Florian Deissenboeck , Martin Feilkas , Benjamin Hummel , Bernhard Schaetz , Stefan Wagner , Christoph Domann , Jonathan Streit

* Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 2. Pages 79-88. ACM, 2010 
* 10 pages, 5 figures 

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On the Success Rate of Crossover Operators for Genetic Programming with Offspring Selection



Gabriel Kronberger , Stephan Winkler , Michael Affenzeller , Andreas Beham , Stefan Wagner

* Computer Aided Systems Theory - EUROCAST 2009, Lecture Notes in Computer Science Volume 5717, 2009, pp 793-800, Springer 
* The final publication is available at http://link.springer.com/chapter/10.1007/978-3-642-04772-5_102 

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