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Predicting Software Anomalies using Machine Learning Techniques

Summary: Predicting Software Anomalies using Machine
Learning Techniques
Javier Alonso
Department of Computer Architecture
Technical University of Catalonia
Barcelona Supercomputing Center - CNS
Barcelona, Spain
Email: alonso@ac.upc.edu
Llu´is Belanche
Department of Software
Technical University of Catalonia
Barcelona, Spain
Email: belanche@lsi.upc.edu
Dimiter R. Avresky
International Research Institute
for Autonomic Network Computing
Boston, MA, USA
Email: autonomic@irianc.com
Abstract--In this paper, we present a detailed evaluation of
a set of well-known Machine Learning classifiers in front of


Source: Alonso, Javier - Departament d'Arquitectura de Computadors, Universitat Politècnica de Catalunya


Collections: Computer Technologies and Information Sciences