Partial models: Towards modeling and reasoning with uncertainty M Famelis, R Salay, M Chechik 2012 34th International Conference on Software Engineering (ICSE), 573-583, 2012 | 174 | 2012 |

Model transformation intents and their properties L Lúcio, M Amrani, J Dingel, L Lambers, R Salay, GMK Selim, E Syriani, ... Software & systems modeling 15, 647-684, 2016 | 135 | 2016 |

An analysis of ISO 26262: Using machine learning safely in automotive software R Salay, R Queiroz, K Czarnecki arXiv preprint arXiv:1709.02435, 2017 | 127 | 2017 |

Managing requirements uncertainty with partial models R Salay, M Chechik, J Horkoff, AD Sandro Requirements Engineering 18, 107-128, 2013 | 96 | 2013 |

Language independent refinement using partial modeling R Salay, M Famelis, M Chechik Fundamental Approaches to Software Engineering: 15th International …, 2012 | 83 | 2012 |

Lifting model transformations to product lines R Salay, M Famelis, J Rubin, A Di Sandro, M Chechik Proceedings of the 36th International Conference on Software Engineering …, 2014 | 74 | 2014 |

Improving reconstruction autoencoder out-of-distribution detection with mahalanobis distance T Denouden, R Salay, K Czarnecki, V Abdelzad, B Phan, S Vernekar arXiv preprint arXiv:1812.02765, 2018 | 67 | 2018 |

Towards a model transformation intent catalog M Amrani, J Dingel, L Lambers, L Lúcio, R Salay, G Selim, E Syriani, ... Proceedings of the First Workshop on the Analysis of Model Transformations, 3-8, 2012 | 61 | 2012 |

Using macromodels to manage collections of related models R Salay, J Mylopoulos, S Easterbrook Advanced Information Systems Engineering: 21st International Conference …, 2009 | 58 | 2009 |

Towards a framework to manage perceptual uncertainty for safe automated driving K Czarnecki, R Salay Computer Safety, Reliability, and Security: SAFECOMP 2018 Workshops, ASSURE …, 2018 | 57 | 2018 |

Using machine learning safely in automotive software: An assessment and adaption of software process requirements in ISO 26262 R Salay, K Czarnecki arXiv preprint arXiv:1808.01614, 2018 | 56 | 2018 |

Transformation of models containing uncertainty M Famelis, R Salay, A Di Sandro, M Chechik Model-Driven Engineering Languages and Systems: 16th International …, 2013 | 55 | 2013 |

An eclipse-based tool framework for software model management R Salay, M Chechik, S Easterbrook, Z Diskin, P McCormick, S Nejati, ... Proceedings of the 2007 OOPSLA workshop on eclipse technology eXchange, 55-59, 2007 | 53 | 2007 |

Out-of-distribution detection in classifiers via generation S Vernekar, A Gaurav, V Abdelzad, T Denouden, R Salay, K Czarnecki arXiv preprint arXiv:1910.04241, 2019 | 51 | 2019 |

An automated vehicle safety concept based on runtime restriction of the operational design domain I Colwell, B Phan, S Saleem, R Salay, K Czarnecki 2018 IEEE Intelligent Vehicles Symposium (IV), 1910-1917, 2018 | 50 | 2018 |

An analysis of ISO 26262: Machine learning and safety in automotive software R Salay, R Queiroz, K Czarnecki SAE Technical Paper, 2018 | 49 | 2018 |

MMINT: A Graphical Tool for Interactive Model Management. A Di Sandro, R Salay, M Famelis, S Kokaly, M Chechik P&D@ MoDELS, 16-19, 2015 | 40 | 2015 |

ProcSy: Procedural Synthetic Dataset Generation Towards Influence Factor Studies Of Semantic Segmentation Networks. S Khan, B Phan, R Salay, K Czarnecki CVPR workshops, 88-96, 2019 | 35 | 2019 |

Detecting out-of-distribution inputs in deep neural networks using an early-layer output V Abdelzad, K Czarnecki, R Salay, T Denounden, S Vernekar, B Phan arXiv preprint arXiv:1910.10307, 2019 | 31 | 2019 |

A model management approach for assurance case reuse due to system evolution S Kokaly, R Salay, V Cassano, T Maibaum, M Chechik Proceedings of the ACM/IEEE 19th International Conference on Model Driven …, 2016 | 31 | 2016 |