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Lionel Briand

university of limerick

82H-index
629Paper Count
2.9WCitation Count
Published Papers 126
Publication Date
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Classifier or prompt: A case study on legal requirements traceability
errEmpirical Software Engineering
IF3.6
err2026-03-02
err0
PREAI
errRomina Etezadi; Sallam Abualhaija; Chetan Arora; Lionel Briand
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errSave
Learning-Guided Fuzzing for Testing Stateful SDN Controllers
errACM Transactions on Software Engineering and Methodology
IF6.2
err2026-02-01
err1
PREAI
errOllando, Raphael; Shin, Seung Yeob; Briand, Lionel C.
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errSave
Fuzzing-based mutation testing of C/C++ software in cyber-physical systems
errEmpirical Software Engineering
IF3.6
err2025-11-15
err0
PREAI
errJaekwon Lee; Fabrizio Pastore; Lionel Briand
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errSave
Stress Testing Control Loops in Cyber-Physical Systems—RCR Report
errACM Transactions on Software Engineering and Methodology
IF6.2
err2025-10-17
err0
errOAAI
errClaudio Mandrioli; Seung Yeob Shin; Martina Maggio; Domenico Bianculli; Lionel Briand
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errSave
MetaSel: A Test Selection Approach for Fine-Tuned DNN Models
errIEEE Transactions on Software Engineering
IF5.6
err2025-09-22
err0
PREAI
errAmin Abbasishahkoo; Mahboubeh Dadkhah; Lionel Briand; Dayi Lin
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errSave
DiffGAN: A Test Generation Approach for Differential Testing of Deep Neural Networks for Image Analysis
errIEEE Transactions on Software Engineering
IF5.6
err2025-09-19
err0
PREAI
errZohreh Aghababaeyan; Manel Abdellatif; Lionel Briand; Ramesh S.
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errSave
A comprehensive study of machine learning techniques for log-based anomaly detection
errEmpirical Software Engineering
IF3.6
err2025-06-23
err0
errOAAI
errShan Ali; Chaima Boufaied; Domenico Bianculli; Paula Branco; Lionel Briand
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errSave
A Machine Learning Approach for Automated Filling of Categorical Fields in Data Entry Forms-RCR Report
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2025-01-20
err0
errOAAI
errBelgacem, Hichem; Li, Xiaochen; Bianculli, Domenico; Briand, Lionel
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errSave
System Safety Monitoring of Learned Components Using Temporal Metric Forecasting
errACM Transactions on Software Engineering and Methodology
IF6.2
err2025-01-15
err0
errOAAI
errSepehr Sharifi; Andrea Stocco; Lionel C. Briand
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errSave
SMARLA: A Safety Monitoring Approach for Deep Reinforcement Learning Agents
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2025-01-01
err0
PREAI
errZolfagharian, Amirhossein; Abdellatif, Manel; Briand, Lionel C.; Ramesh, S.
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errSave
FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2024-12-01
err0
errOAAI
errFatima, Sakina; Hemmati, Hadi; C. Briand, Lionel
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errSave
Exploring the Effectiveness of LLMs in Automated Logging Statement Generation: An Empirical Study
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2024-12-01
err0
PREAI
errLi, Yichen; Huo, Yintong; Jiang, Zhihan; Zhong, Renyi; He, Pinjia; Su, Yuxin; Briand, Lionel C.; Lyu, Michael R.
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errSave
AIM: Automated Input Set Minimization for Metamorphic Security Testing
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2024-12-01
err0
errOAAI
errChaleshtari, Nazanin Bayati; Marquer, Yoann; Pastore, Fabrizio; Briand, Lionel C.
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errSave
TEASMA: A Practical Methodology for Test Adequacy Assessment of Deep Neural Networks
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2024-12-01
err0
PREAI
errAbbasishahkoo, Amin; Dadkhah, Mahboubeh; Briand, Lionel; Lin, Dayi
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errSave
LTM: Scalable and Black-Box Similarity-Based Test Suite Minimization Based on Language Models
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2024-11-01
err0
errOAAI
errPan, Rongqi; Ghaleb, Taher A.; Briand, Lionel C.
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errSave
Impact of log parsing on deep learning-based anomaly detection
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2024-08-17
err0
errOAAI
errKhan, Zanis Ali; Shin, Donghwan; Bianculli, Domenico; Briand, Lionel C.
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errSave
Testing Updated Apps by Adapting Learned Models
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2024-06-29
err0
errOAAI
errNgo, Chanh Duc; Pastore, Fabrizio; Briand, Lionel
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errSave
DeepGD: A Multi-Objective Black-Box Test Selection Approach for Deep Neural Networks
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2024-06-27
err5
errOAAI
errAghababaeyan, Zohreh; Abdellatif, Manel; Dadkhah, Mahboubeh; Briand, Lionel
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errSave
Systematic Evaluation of Deep Learning Models for Log-based Failure Prediction
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2024-06-20
err1
errOAAI
errHadadi, Fatemeh; Dawes, Joshua H.; Shin, Donghwan; Bianculli, Domenico; Briand, Lionel
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errSave
Supporting Safety Analysis of Image-processing DNNs through Clustering-based Approaches
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2024-06-03
err1
errOAAI
errAttaoui, Mohammed Oualid; Fahmy, Hazem; Pastore, Fabrizio; Briand, Lionel
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Michael R. Lyu
H-index: 100 · Papers: 1.0K
M
Massimiliano Di Penta
H-index: 77 · Papers: 514
V
Victor R. Basili
H-index: 73 · Papers: 557
A
Andrea Arcuri
H-index: 53 · Papers: 179
Y
Yann‐Gaël Guéhéneuc
H-index: 50 · Papers: 355
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