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Singling the odd ones out: a novelty detection approach to find defects in infrastructure-as-code.
Stefano Dalla Palma
Majid Mohammadi
Dario Di Nucci
Damian A. Tamburri
Published in:
MaLTeSQuE@ESEC/SIGSOFT FSE (2020)
Keyphrases
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novelty detection
text filtering
anomaly detection
source code
support vector data description
high resolution
concept drift
application programming interface
object recognition
neural network
bayesian networks
nearest neighbor
unsupervised learning
sentence level
minimum volume