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M

Martin Shepperd

brunel university

55H-index
226Paper Count
1.2WCitation Count
Published Papers 42
Publication Date
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LLM4SCREENLIT: Recommendations on assessing the performance of large language models for screening literature in systematic reviews
errInformation and Software Technology
IF4.3
err2026-06-08
err0
errOAAI
errLech Madeyski; Barbara Kitchenham; Martin Shepperd
errShare
errSave
An audit of machine learning experiments on software defect prediction
errEmpirical Software Engineering
IF3.6
err2026-02-20
err0
errOAAI
errGiuseppe Destefanis; Leila Yousefi; Martin Shepperd; Allan Tucker; Stephen Swift; Steve Counsell; Mahir Arzoky
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errSave
Special issue on causal modeling and inference in SE
errINFORMATION AND SOFTWARE TECHNOLOGY
IF4.3
err2025-07-01
err0
PREAI
errSiebert, Julien; Trendowicz, Adam; Gossler, Gregor; Washizaki, Hironori; Klaes, Michael; Shepperd, Martin
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errSave
The impact of using biased performance metrics on software defect prediction research
errINFORMATION AND SOFTWARE TECHNOLOGY
IF4.3
err2021-11-01
err40
errOAAI
errYao, Jingxiu; Shepperd, Martin
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errSave
A systematic review of unsupervised learning techniques for software defect prediction
errINFORMATION AND SOFTWARE TECHNOLOGY
IF4.3
err2020-06-01
err131
errOAAI
errLi, Ning; Shepperd, Martin; Guo, Yuchen
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errSave
A Comprehensive Investigation of the Role of Imbalanced Learning for Software Defect Prediction
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2019-12-01
err170
errOAAI
errSong, Qinbao; Guo, Yuchen; Shepperd, Martin
errShare
errSave
A novel aggregation-based dominance for Pareto-based evolutionary algorithms to configure software product lines
errNEUROCOMPUTING
IF6.5
err2019-10-01
err9
errOAAI
errXue, Yani; Li, Miqing; Shepperd, Martin; Lauria, Stasha; Liu, Xiaohui
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errSave
Bad smells in software analytics papers
errINFORMATION AND SOFTWARE TECHNOLOGY
IF4.3
err2019-08-01
err25
errOAAI
errMenzies, Tim; Shepperd, Martin
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errSave
Four commentaries on the use of students and professionals in empirical software engineering experiments
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2018-11-21
err46
errOAAI
errFeldt, Robert; Zimmermann, Thomas; Bergersen, Gunnar R.; Falessi, Davide; Jedlitschka, Andreas; Juristo, Natalia; Muench, Juergen; Oivo, Markku; Runeson, Per; Shepperd, Martin; Sjoberg, Dag I. K.; Turhan, Burak
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Authors' Reply to Comments on 'Researcher Bias: The Use of Machine Learning in Software Defect Prediction'
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2018-11-01
err9
errOAAI
errShepperd, Martin; Hall, Tracy; Bowes, David
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errSave
The role and value of replication in empirical software engineering results
errINFORMATION AND SOFTWARE TECHNOLOGY
IF4.3
err2018-07-01
err40
errOAAI
errShepperd, Martin; Ajienka, Nemitari; Counsell, Steve
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errSave
How Do I Know Whether to Trust a Research Result?
errIEEE SOFTWARE
IF3
err2015-01-01
err22
errOAAI
errShepperd, Martin
errShare
errSave
Researcher Bias: The Use of Machine Learning in Software Defect Prediction
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2014-06-01
err271
errOAAI
errShepperd, Martin; Bowes, David; Hall, Tracy
errShare
errSave
Data Quality: Some Comments on the NASA Software Defect Datasets
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2013-09-01
err375
errOAAI
errShepperd, Martin; Song, Qinbao; Sun, Zhongbin; Mair, Carolyn
errShare
errSave
Roundtable: What's Next in Software Analytics
errIEEE SOFTWARE
IF3
err2013-07-01
err15
PREAI
errHassan, Ahmed E.; Hindle, Abram; Runeson, Per; Shepperd, Martin; Devanbu, Prem; Kim, Sunghun
errShare
errSave
Guest Editorial for Special Section from Empirical Software Engineering & Measurement (ESEM) 2011
errINFORMATION AND SOFTWARE TECHNOLOGY
IF4.3
err2013-07-01
err0
PREAI
errShepperd, Martin; Shull, Forrest
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errSave
Evaluating prediction systems in software project estimation
errINFORMATION AND SOFTWARE TECHNOLOGY
IF4.3
err2012-08-01
err263
errOAAI
errShepperd, Martin; MacDonell, Steve
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errSave
Special issue on repeatable results in software engineering prediction
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2012-01-03
err71
errOAAI
errMenzies, Tim; Shepperd, Martin
errShare
errSave
Predicting software project effort: A grey relational analysis based method
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2011-06-01
err77
errOAAI
errSong, Qinbao; Shepperd, Martin
errShare
errSave
A General Software Defect-Proneness Prediction Framework
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2011-05-01
err269
errOAAI
errSong, Qinbao; Jia, Zihan; Shepperd, Martin; Ying, Shi; Liu, Jin
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
M
Mark Harman
H-index: 90 · Papers: 712
X
Xiaohui Liu
H-index: 83 · Papers: 511
A
Ahmed E. Hassan
H-index: 81 · Papers: 584
T
Thomas Zimmermann
H-index: 73 · Papers: 518
B
Barbara Kitchenham
H-index: 73 · Papers: 265
View more