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Fabiano Pecorelli

university of naples federico ii

16H-index
74Paper Count
976Citation Count
Published Papers 19
Publication Date
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Concept and rule guided neural network for early crop leaf nutrient deficiency diagnosis
errComputers and Electronics in Agriculture
IF8.9
err2026-04-11
err0
errOAAI
errSemanto Mondal; Antonino Ferraro; Fabiano Pecorelli; Martina Iammarino; Giuseppe De Pietro
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errSave
Time series forecasting for bug resolution using machine learning and deep learning models
errFrontiers in Big Data
IF2.3
err2025-12-19
err0
errOAAI
errAversano, Lerina; Iammarino, Martina; Madau, Antonella; Pecorelli, Fabiano
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errSave
A Logic Tensor Network-Based Neurosymbolic Framework for Explainable Diabetes Prediction
errAPPLIED SCIENCES-BASEL
IF2.5
err2025-11-05
err0
errOAAI
errMondal, Semanto; Ferraro, Antonino; Pecorelli, Fabiano; De Pietro, Giuseppe
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errSave
AI Techniques in the Microservices Life-Cycle: a Systematic Mapping Study
errCOMPUTING
IF2.8
err2025-04-01
err0
errOAAI
errMoreschini, Sergio; Pour, Shahrzad; Lanese, Ivan; Balouek, Daniel; Bogner, Justus; Li, Xiaozhou; Pecorelli, Fabiano; Soldani, Jacopo; Truyen, Eddy; Taibi, Davide
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errSave
The quantum frontier of software engineering: A systematic mapping study
errINFORMATION AND SOFTWARE TECHNOLOGY
IF4.3
err2024-11-01
err3
errOAAI
errDe Stefano, Manuel; Pecorelli, Fabiano; Di Nucci, Dario; Palomba, Fabio; De Lucia, Andrea
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errSave
Technical debt in AI-enabled systems: On the prevalence, severity, impact, and management strategies for code and architecture
errJOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
err2024-10-01
err2
errOAAI
errRecupito, Gilberto; Pecorelli, Fabiano; Catolino, Gemma; Lenarduzzi, Valentina; Taibi, Davide; Di Nucci, Dario; Palomba, Fabio
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Toward granular search-based automatic unit test case generation
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2024-05-17
err0
errOAAI
errPecorelli, Fabiano; Grano, Giovanni; Palomba, Fabio; Gall, Harald C.; De Lucia, Andrea
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errSave
Machine learning-based test smell detection
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2024-03-05
err4
errOAAI
errPontillo, Valeria; d'Aragona, Dario Amoroso; Pecorelli, Fabiano; Di Nucci, Dario; Ferrucci, Filomena; Palomba, Fabio
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errSave
An Empirical Investigation Into the Influence of Software Communities' Cultural and on
errJOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
err2024-02-01
err3
errOAAI
errLambiase, Stefano; Catolino, Gemma; Pecorelli, Fabiano; Tamburri, Damian A.; Palomba, Fabio; van den Heuvel, Willem-Jan; Ferrucci, Filomena
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errSave
A Large-Scale Empirical Investigation Into Cross-Project Flaky Test Prediction
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errAfeltra, Angelo; Cannavale, Alfonso; Pecorelli, Fabiano; Pontillo, Valeria; Palomba, Fabio
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errSave
A critical comparison on six static analysis tools: Detection, agreement, and precision?
errJOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
err2023-04-01
err15
errOAAI
errLenarduzzi, Valentina; Pecorelli, Fabiano; Saarimaki, Nyyti; Lujan, Savanna; Palomba, Fabio
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errSave
Predicting The Energy Consumption Level of JAVA Classes in ANDROID Apps: An Exploratory Analysis
err9TH IEEE/ACM INTERNATIONAL CONFERENCE ON MOBILE SOFTWARE ENGINEERING AND SYSTEMS, MOBILESOFT 2022
IF0
err2022-10-17
err1
errOAAI
errIannone, Emanuele; De Stefano, Manuel; Pecorelli, Fabiano; De Lucia, Andrea
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errSave
Software engineering for quantum programming: How far are we?
errJOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
err2022-08-01
err36
errOAAI
errDe Stefano, Manuel; Pecorelli, Fabiano; Di Nucci, Dario; Palomba, Fabio; De Lucia, Andrea
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errSave
OSSARA: Abandonment Risk Assessment for Embedded Open Source Components
errIEEE SOFTWARE
IF3
err2022-07-01
err5
errOAAI
errLi, Xiaozhou; Moreschini, Sergio; Pecorelli, Fabiano; Taibi, Davide
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errSave
On the adequacy of static analysis warnings with respect to code smell prediction
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2022-03-17
err9
errOAAI
errPecorelli, Fabiano; Lujan, Savanna; Lenarduzzi, Valentina; Palomba, Fabio; De Lucia, Andrea
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errSave
Cloud Continuum: The Definition
errIEEE ACCESS
IF3.6
err2022-01-01
err44
errOAAI
errMoreschini, Sergio; Pecorelli, Fabiano; Li, Xiaozhou; Naz, Sonia; Hastbacka, David; Taibi, Davide
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errSave
Software testing and Android applications: a large-scale empirical study
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2021-12-14
err15
PREAI
errPecorelli, Fabiano; Catolino, Gemma; Ferrucci, Filomena; De Lucia, Andrea; Palomba, Fabio
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errSave
The Relation of Test-Related Factors to Software Quality: A Case Study on Apache Systems
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2021-02-20
err11
errOAAI
errPecorelli, Fabiano; Palomba, Fabio; De Lucia, Andrea
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errSave
A large empirical assessment of the role of data balancing in machine-learning-based code smell detection
errJOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
err2020-11-01
err62
errOAAI
errPecorelli, Fabiano; Di Nucci, Dario; De Roover, Coen; De Lucia, Andrea
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
A
Andrea De Lucia
H-index: 70 · Papers: 482
H
Harald C. Gall
H-index: 56 · Papers: 407
F
Fabio Palomba
H-index: 56 · Papers: 449
G
Giuseppe De Pietro
H-index: 42 · Papers: 336
D
Damian A. Tamburri
H-index: 36 · Papers: 316
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