MASES 2018 – Proceedings

1st International Workshop on Machine Learning and Software Engineering in Symbiosis (MASES 2018)

Applying Graph Kernels to Model-Driven Engineering Problems
Robert Clarisó and Jordi Cabot
(Open University of Catalonia, Spain; ICREA, Spain)


@InProceedings{MASES18p1, author = {Robert Clarisó and Jordi Cabot}, title = {Applying Graph Kernels to Model-Driven Engineering Problems}, booktitle = {Proc.\ MASES}, publisher = {ACM}, pages = {1-0}, doi = {10.1145/3243127.3243128}, year = {2018}, } Publisher's Version

Learning-Based Testing for Autonomous Systems using Spatial and Temporal Requirements
Hojat Khosrowjerdi and Karl Meinke
(KTH, Sweden)


@InProceedings{MASES18p11, author = {Hojat Khosrowjerdi and Karl Meinke}, title = {Learning-Based Testing for Autonomous Systems using Spatial and Temporal Requirements}, booktitle = {Proc.\ MASES}, publisher = {ACM}, pages = {11-10}, doi = {10.1145/3243127.3243129}, year = {2018}, } Publisher's Version

Automatically Assessing Vulnerabilities Discovered by Compositional Analysis
Saahil Ognawala, Ricardo Nales Amato, Alexander Pretschner, and Pooja Kulkarni
(TU Munich, Germany)


@InProceedings{MASES18p21, author = {Saahil Ognawala and Ricardo Nales Amato and Alexander Pretschner and Pooja Kulkarni}, title = {Automatically Assessing Vulnerabilities Discovered by Compositional Analysis}, booktitle = {Proc.\ MASES}, publisher = {ACM}, pages = {21-20}, doi = {10.1145/3243127.3243130}, year = {2018}, } Publisher's Version

A Deep Learning Approach to Program Similarity
Niccolò Marastoni, Roberto Giacobazzi, and Mila Dalla Preda
(University of Verona, Italy)


@InProceedings{MASES18p31, author = {Niccolò Marastoni and Roberto Giacobazzi and Mila Dalla Preda}, title = {A Deep Learning Approach to Program Similarity}, booktitle = {Proc.\ MASES}, publisher = {ACM}, pages = {31-30}, doi = {10.1145/3243127.3243131}, year = {2018}, } Publisher's Version

A Language-Agnostic Model for Semantic Source Code Labeling
Ben Gelman, Bryan Hoyle, Jessica Moore, Joshua Saxe, and David Slater
(Two Six Labs, USA; Sophos, USA)


@InProceedings{MASES18p41, author = {Ben Gelman and Bryan Hoyle and Jessica Moore and Joshua Saxe and David Slater}, title = {A Language-Agnostic Model for Semantic Source Code Labeling}, booktitle = {Proc.\ MASES}, publisher = {ACM}, pages = {41-40}, doi = {10.1145/3243127.3243132}, year = {2018}, } Publisher's Version

Fast Deployment and Scoring of Support Vector Machine Models in CPU and GPU
Oscar Castro-Lopez and Ines F. Vega-Lopez
(Autonomous University of Sinaloa, Mexico)


@InProceedings{MASES18p51, author = {Oscar Castro-Lopez and Ines F. Vega-Lopez}, title = {Fast Deployment and Scoring of Support Vector Machine Models in CPU and GPU}, booktitle = {Proc.\ MASES}, publisher = {ACM}, pages = {51-50}, doi = {10.1145/3243127.3243133}, year = {2018}, } Publisher's Version

proc time: 0.8