Concepedia

Antonio Pecchia

AP

33

Publications

1.1K

Citations

20

H-Index

2009

Active since

Affiliations

University of Naples Federico II(Current)

University of Sannio

Ingegneria dei Trasporti (Italy)

Consorzio Interuniversitario Nazionale per l'Informatica

University of Illinois Urbana-Champaign

Antonio Pecchia is an author at University of Naples Federico II specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceSoftware AnalysisSystems EngineeringSoftware EngineeringSoftware TestingData MiningProgram AnalysisInformation Security

Publications per year

2009–2023

33

Publications

33

Event Logs for the Analysis of Software Failures: A Rule-Based Approach

Marcello Cinque, Domenico Cotroneo, Antonio Pecchia · IEEE Transactions on Software Engineering · 2012 · 127 citations

Software Maintenance, Software Reliability Testing, Software Failures +24

AutoLog: Anomaly detection by deep autoencoding of system logs

Marta Catillo, Antonio Pecchia, Umberto Villano · Expert Systems with Applications · 2021 · 90 citations

Artificial Intelligence, Anomaly Detection, Machine Learning +8

Industry Practices and Event Logging: Assessment of a Critical Software Development Process

Antonio Pecchia, Marcello Cinque, Gabriella Carrozza et al. · 2015 IEEE/ACM 37th IEEE International Conference on Software Engineering · 2015 · 78 citations

Software Maintenance, Software Development Practice, Engineering +24

CPS-GUARD: Intrusion detection for cyber-physical systems and IoT devices using outlier-aware deep autoencoders

Marta Catillo, Antonio Pecchia, Umberto Villano · Computers & Security · 2023 · 73 citations · Full text

Anomaly Detection, Machine Learning, Intrusion Detection Methods +21

Improving Log-based Field Failure Data Analysis of multi-node computing systems

Antonio Pecchia, Domenico Cotroneo, Zbigniew Kalbarczyk et al. · 2011 · 63 citations

Software Maintenance, Cluster Computing, Availability +24

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