A critique of cyclomatic complexity as a software metric. - Martin J. Shepperd (Softw. Eng. J., 1988)

Multi-Dimensional Modelling and Measurement of Software Designs. - Martin J. Shepperd; Darrel C. Ince (ACM Conference on Computer Science, 1990)

Design metrics: an empirical analysis. - Martin J. Shepperd (Softw. Eng. J., 1990)

Algebraic Validation of software Metrics. - Martin J. Shepperd; Darrel C. Ince (ESEC, 1991)

Algebraic Models and Metric Validation. - Martin J. Shepperd (Formal Aspects of Measurement, 1991)

Software Metrics in Software Engineering and Artificial Intelligence. - Martin J. Shepperd; Darrel C. Ince (Int. J. Softw. Eng. Knowl. Eng., 1991)

Design metrics and software maintainability: An experimental investigation. - Martin J. Shepperd; Darrel C. Ince (J. Softw. Maintenance Res. Pract., 1991)

System architecture metrics : an evaluation. - Martin J. Shepperd (1991)

First International Conference on the Software Process Redondo Beach, CA, USA 21-22 October 1991. - Martin J. Shepperd (Inf. Softw. Technol., 1992)

Software engineer's reference book J McDermid (ed) Butterworth-Heinemann (1991) £125 hardback ISBN 0-750-61040-9. - Martin J. Shepperd (Inf. Softw. Technol., 1992)

Products, processes and metrics. - Martin J. Shepperd (Inf. Softw. Technol., 1992)

Measurement of structure and size of software designs. - Martin J. Shepperd (Inf. Softw. Technol., 1992)

Practical software metrics for project management and process improvement: R Grady Prentice-Hall (1992) £30.95 282 pp ISBN 0 13 720384 5. - Martin J. Shepperd (Inf. Softw. Technol., 1993)

A Pragmatic Approach to Process Modelling. - Keith Phalp; Martin J. Shepperd (EWSPT, 1994)

A critique of three metrics. - Martin J. Shepperd; Darrel C. Ince (J. Syst. Softw., 1994)

Foundations of software measurement. - Martin J. Shepperd (Prentice Hall, 1995)

Editorial. - Michael Dyer; Martin J. Shepperd (Inf. Softw. Technol., 1995)

Towards a conceptual framework for object oriented software metrics. - Neville I. Churcher; Martin J. Shepperd (ACM SIGSOFT Softw. Eng. Notes, 1995)

Comments on "A Metrics Suite for Object Oriented Design". - Neville I. Churcher; Martin J. Shepperd (IEEE Trans. Software Eng., 1995)

Effort Estimation Using Analogy. - Martin J. Shepperd; Chris Schofield; Barbara A. Kitchenham (ICSE, 1996)

Workshop Summary: Process Modelling and Empirical Studies of Software Evolution. - Rachel Harrison; Martin J. Shepperd; John W. Daly (ICSE, 1997)

Process Modelling and Empirical Studies of Software Evolution (PMESSE'97) Workshop Report. - Rachel Harrison; Lionel C. Briand; John W. Daly; Marc I. Kellner; David Raffo; Martin J. Shepperd (Empir. Softw. Eng., 1997)

Estimating Software Project Effort Using Analogies. - Martin J. Shepperd; Chris Schofield (IEEE Trans. Software Eng., 1997)

Factors Systematically Associated with Errors in Subjective Estimates of Software Development Effort: The Stability of Expert Judgment. - Andrew R. Gray; Stephen G. MacDonell; Martin J. Shepperd (IEEE METRICS, 1999)

An Empirical Study into the Use of Measurement to Support OO Design Evaluation. - Colin Kirsopp; Martin J. Shepperd; Steve Webster (IEEE METRICS, 1999)

Re-Planning for a Successful Project Schedule. - Austen Rainer; Martin J. Shepperd (IEEE METRICS, 1999)

Perspectives on Information Technology in the New Millennium. - Michael Dyer; Martin J. Shepperd (Inf. Softw. Technol., 1999)

Decisions and Delphi: The Dynamics of Group Estimation. - Shari Lawrence Pfleeger; Martin J. Shepperd; Roseanne Tesoriero (SBES, 2000)

On Building Prediction Systems for Software Engineers. - Martin J. Shepperd; Michelle Cartwright; Gada F. Kadoda (Empir. Softw. Eng., 2000)

An investigation of machine learning based prediction systems. - Carolyn Mair; Gada F. Kadoda; Martin Lefley; Keith Phalp; Chris Schofield; Martin J. Shepperd; Steve Webster (J. Syst. Softw., 2000)

Quantitative analysis of static models of processes. - Keith Phalp; Martin J. Shepperd (J. Syst. Softw., 2000)

An Empirical Investigation of an Object-Oriented Software System. - Michelle Cartwright; Martin J. Shepperd (IEEE Trans. Software Eng., 2000)

Issues on the Effective Use of CBR Technology for Software Project Prediction. - Gada F. Kadoda; Michelle Cartwright; Martin J. Shepperd (ICCBR, 2001)

Using Simulation to Evaluate Prediction Techniques. - Martin J. Shepperd; Gada F. Kadoda (IEEE METRICS, 2001)

What accuracy statistics really measure. - Barbara A. Kitchenham; Lesley Pickard; Stephen G. MacDonell; Martin J. Shepperd (IEE Proc. Softw., 2001)

Editorial Note. - Martin J. Shepperd; Michael Dyer (Inf. Softw. Technol., 2001)

Predicting with Sparse Data. - Martin J. Shepperd; Michelle Cartwright (IEEE Trans. Software Eng., 2001)

Comparing Software Prediction Techniques Using Simulation. - Martin J. Shepperd; Gada F. Kadoda (IEEE Trans. Software Eng., 2001)

Evolving Software with Multiple Outputs and Multiple Populations. - John K. Hart; Martin J. Shepperd (GECCO Late Breaking Papers, 2002)

Search Heuristics, Case-based Reasoning And Software Project Effort Prediction. - Colin Kirsopp; Martin J. Shepperd; John K. Hart (GECCO, 2002)

A Review of Experimental Investigations into Object-Oriented Technology. - Ignatios S. Deligiannis; Martin J. Shepperd; Steve Webster; Manos Roumeliotis (Empir. Softw. Eng., 2002)

Making inferences with small numbers of training sets. - Colin Kirsopp; Martin J. Shepperd (IEE Proc. Softw., 2002)

Editorial. - Michael Dyer; Martin J. Shepperd; Claes Wohlin (Inf. Softw. Technol., 2002)

Using Genetic Programming to Improve Software Effort Estimation Based on General Data Sets. - Martin Lefley; Martin J. Shepperd (GECCO, 2003)

An Empirical Analysis of Linear Adaptation Techniques for Case-Based Prediction. - Colin Kirsopp; Emilia Mendes; Rahul Premraj; Martin J. Shepperd (ICCBR, 2003)

An experiment on software project size and effort estimation. - Ursula Passing; Martin J. Shepperd (ISESE, 2003)

Dealing with Missing Software Project Data. - Michelle Cartwright; Martin J. Shepperd; Qinbao Song (IEEE METRICS, 2003)

Using Prior-Phase Effort Records for Re-estimation During Software Projects. - Stephen G. MacDonell; Martin J. Shepperd (IEEE METRICS, 2003)

Formulating software engineering as a search problem. - John A. Clark; José Javier Dolado; Mark Harman; Robert M. Hierons; Bryan F. Jones; M. Lumkin; Brian S. Mitchell; Spiros Mancoridis; K. Rees; Marc Roper; Martin J. Shepperd (IEE Proc. Softw., 2003)

An empirical investigation of an object-oriented design heuristic for maintainability. - Ignatios S. Deligiannis; Martin J. Shepperd; Manos Roumeliotis; Ioannis Stamelos (J. Syst. Softw., 2003)

Combining techniques to optimize effort predictions in software project management. - Stephen G. MacDonell; Martin J. Shepperd (J. Syst. Softw., 2003)

The Evolution of Concurrent Control Software Using Genetic Programming. - John K. Hart; Martin J. Shepperd (EuroGP, 2004)

A controlled experiment investigation of an object-oriented design heuristic for maintainability. - Ignatios S. Deligiannis; Ioannis Stamelos; Lefteris Angelis; Manos Roumeliotis; Martin J. Shepperd (J. Syst. Softw., 2004)

The consistency of empirical comparisons of regression and analogy-based software project cost prediction. - Carolyn Mair; Martin J. Shepperd (ISESE, 2005)

Comparison of various methods for handling incomplete data in software engineering databases. - Bhekisipho Twala; Michelle Cartwright; Martin J. Shepperd (ISESE, 2005)

Software Productivity Analysis of a Large Data Set and Issues of Confidentiality and Data Quality. - Gernot Armin Liebchen; Martin J. Shepperd (IEEE METRICS, 2005)

An Empirical Analysis of Software Productivity over Time. - Rahul Premraj; Martin J. Shepperd; Barbara A. Kitchenham; Pekka Forselius (IEEE METRICS, 2005)

Evaluating Software Project Prediction Systems. - Martin J. Shepperd (IEEE METRICS, 2005)

A Replication of the Use of Regression towards the Mean (R2M) as an Adjustment to Effort Estimation Models. - Martin J. Shepperd; Michelle Cartwright (IEEE METRICS, 2005)

Using Grey Relational Analysis to Predict Software Effort with Small Data Sets. - Qinbao Song; Martin J. Shepperd; Carolyn Mair (IEEE METRICS, 2005)

A Short Note on Safest Default Missingness Mechanism Assumptions. - Qinbao Song; Martin J. Shepperd; Michelle Cartwright (Empir. Softw. Eng., 2005)

An analysis of data sets used to train and validate cost prediction systems. - Carolyn Mair; Martin J. Shepperd; Magne Jørgensen (ACM SIGSOFT Softw. Eng. Notes, 2005)

Reliability and Validity in Comparative Studies of Software Prediction Models. - Ingunn Myrtveit; Erik Stensrud; Martin J. Shepperd (IEEE Trans. Software Eng., 2005)

Assessing the Quality and Cleaning of a Software Project Data Set: An Experience Report. - Gernot Armin Liebchen; Martin J. Shepperd; Bheki Twala; Michelle Cartwright (EASE, 2006)

Ensemble of missing data techniques to improve software prediction accuracy. - Bhekisipho Twala; Michelle Cartwright; Martin J. Shepperd (ICSE, 2006)

Looking at Comparisons of Regression and Analogy-based Software Project Cost Prediction. - Carolyn Mair; Martin J. Shepperd (Software Engineering Research and Practice, 2006)

Mining web browsing patterns for E-commerce. - Qinbao Song; Martin J. Shepperd (Comput. Ind., 2006)

Software Defect Association Mining and Defect Correction Effort Prediction. - Qinbao Song; Martin J. Shepperd; Michelle Cartwright; Carolyn Mair (IEEE Trans. Software Eng., 2006)

Filtering, Robust Filtering, Polishing: Techniques for Addressing Quality in Software Data. - Gernot Armin Liebchen; Bhekisipho Twala; Martin J. Shepperd; Michelle Cartwright; Mark Stephens (ESEM, 2007)

Comparing Local and Global Software Effort Estimation Models - Reflections on a Systematic Review. - Stephen G. MacDonell; Martin J. Shepperd (ESEM, 2007)

Software project economics: a roadmap. - Martin J. Shepperd (FOSE, 2007)

Missing Data Imputation Techniques. - Qinbao Song; Martin J. Shepperd (Int. J. Bus. Intell. Data Min., 2007)

Most cited journal articles in software engineering. - Claes Wohlin; Sebastian G. Elbaum; Martin J. Shepperd (Inf. Softw. Technol., 2007)

A new imputation method for small software project data sets. - Qinbao Song; Martin J. Shepperd (J. Syst. Softw., 2007)

A Systematic Review of Software Development Cost Estimation Studies. - Magne Jørgensen; Martin J. Shepperd (IEEE Trans. Software Eng., 2007)

An Empirical Study of Evolution of Inheritance in Java OSS. - Emal Nasseri; Steve Counsell; Martin J. Shepperd (Australian Software Engineering Conference, 2008)

Data sets and data quality in software engineering. - Gernot Armin Liebchen; Martin J. Shepperd (PROMISE@ICSE, 2008)

Can k-NN imputation improve the performance of C4.5 with small software project data sets? A comparative evaluation. - Qinbao Song; Martin J. Shepperd; Xiangru Chen; Jun Liu (J. Syst. Softw., 2008)

A Literature Review of Expert Problem Solving using Analogy. - Carolyn Mair; Miriam Martincova; Martin J. Shepperd (EASE, 2009)

The Problem of Labels in E-Assessment of Diagrams. - Ambikesh Jayal; Martin J. Shepperd (ACM J. Educ. Resour. Comput., 2009)

Integrate the GM(1, 1) and Verhulst Models to Predict Software Stage Effort. - Yong Wang; Qinbao Song; Stephen G. MacDonell; Martin J. Shepperd; Junyi Shen (IEEE Trans. Syst. Man Cybern. Part C, 2009)

Data accumulation and software effort prediction. - Stephen G. MacDonell; Martin J. Shepperd (ESEM, 2010)

Class movement and re-location: An empirical study of Java inheritance evolution. - Emal Nasseri; Steve Counsell; Martin J. Shepperd (J. Syst. Softw., 2010)

How Reliable Are Systematic Reviews in Empirical Software Engineering? - Stephen G. MacDonell; Martin J. Shepperd; Barbara A. Kitchenham; Emilia Mendes (IEEE Trans. Software Eng., 2010)

Group project work from the outset: An in-depth teaching experience report. - Martin J. Shepperd (CSEE&T, 2011)

Human judgement and software metrics: vision for the future. - Carolyn Mair; Martin J. Shepperd (WETSoM, 2011)

Data quality: cinderella at the software metrics ball? - Martin J. Shepperd (WETSoM, 2011)

Combining Evidence and Meta-analysis in Software Engineering. - Martin J. Shepperd (ISSSE, 2011)

Predicting software project effort: A grey relational analysis based method. - Qinbao Song; Martin J. Shepperd (Expert Syst. Appl., 2011)

A General Software Defect-Proneness Prediction Framework. - Qinbao Song; Zihan Jia; Martin J. Shepperd; Shi Ying; Jin Liu 016 (IEEE Trans. Software Eng., 2011)

An Empirical Study of Software Project Managers Using a Case-Based Reasoner. - Carolyn Mair; Miriam Martincova; Martin J. Shepperd (HICSS, 2012)

The scientific basis for prediction research. - Martin J. Shepperd (PROMISE, 2012)

Special issue on repeatable results in software engineering prediction. - Tim Menzies; Martin J. Shepperd (Empir. Softw. Eng., 2012)

Evaluating prediction systems in software project estimation. - Martin J. Shepperd; Stephen G. MacDonell (Inf. Softw. Technol., 2012)

Using experimental games to understand communication and trust in Agile software teams. - Eisha Hasnain; Tracy Hall; Martin J. Shepperd (CHASE@ICSE, 2013)

Guest Editorial for Special Section from Empirical Software Engineering & Measurement (ESEM) 2011. - Martin J. Shepperd; Forrest Shull (Inf. Softw. Technol., 2013)

Roundtable: What's Next in Software Analytics. - Ahmed E. Hassan; Abram Hindle; Per Runeson; Martin J. Shepperd; Premkumar T. Devanbu; Sunghun Kim 001 (IEEE Softw., 2013)

Data Quality: Some Comments on the NASA Software Defect Datasets. - Martin J. Shepperd; Qinbao Song; Zhongbin Sun; Carolyn Mair (IEEE Trans. Software Eng., 2013)

Cost Prediction and Software Project Management. - Martin J. Shepperd (Software Project Management in a Changing World, 2014)

Feature weighting techniques for CBR in software effort estimation studies: a review and empirical evaluation. - Boyce Sigweni; Martin J. Shepperd (PROMISE, 2014)

Researcher Bias: The Use of Machine Learning in Software Defect Prediction. - Martin J. Shepperd; David Bowes; Tracy Hall (IEEE Trans. Software Eng., 2014)

Using blind analysis for software engineering experiments. - Boyce Sigweni; Martin J. Shepperd (EASE, 2015)

How Do I Know Whether to Trust a Research Result? - Martin J. Shepperd (IEEE Softw., 2015)

Enhancing Practice and Achievement in Introductory Programming With a Robot Olympics. - Michael James Scott; Steve Counsell; Stanislao Lauria; Stephen Swift; Allan Tucker; Martin J. Shepperd; Gheorghita Ghinea (IEEE Trans. Educ., 2015)

Replicated results are more trustworthy. - Martin J. Shepperd (Perspectives on Data Science for Software Engineering, 2016)

Realistic assessment of software effort estimation models. - Boyce Sigweni; Martin J. Shepperd; Tommaso Turchi (EASE, 2016)

An External Replication on the Effects of Test-driven Development Using a Multi-site Blind Analysis Approach. - Davide Fucci; Giuseppe Scanniello; Simone Romano 001; Martin J. Shepperd; Boyce Sigweni; Fernando Uyaguari Uyaguari; Burak Turhan; Natalia Juristo; Markku Oivo (ESEM, 2016)

Data Sets and Data Quality in Software Engineering: Eight Years On. - Gernot Armin Liebchen; Martin J. Shepperd (PROMISE, 2016)

Bridging effort-aware prediction and strong classification: a just-in-time software defect prediction study. - Yuchen Guo; Martin J. Shepperd; Ning Li 022 (ICSE (Companion Volume), 2018)

Replication studies considered harmful. - Martin J. Shepperd (ICSE (NIER), 2018)

An experimental evaluation of a de-biasing intervention for professional software developers. - Martin J. Shepperd; Carolyn Mair; Magne Jørgensen (SAC, 2018)

Bad Smells in Software Analytics Papers. - Rahul Krishna; Suvodeep Majumder; Tim Menzies; Martin J. Shepperd (CoRR, 2018)

Inferencing into the void: problems with implicit populations Comments on 'Empirical software engineering experts on the use of students and professionals in experiments'. - Martin J. Shepperd (CoRR, 2018)

Four commentaries on the use of students and professionals in empirical software engineering experiments. - Robert Feldt; Thomas Zimmermann 001; Gunnar R. Bergersen; Davide Falessi; Andreas Jedlitschka; Natalia Juristo; Jürgen Münch; Markku Oivo; Per Runeson; Martin J. Shepperd; Dag I. K. Sjøberg; Burak Turhan (Empir. Softw. Eng., 2018)

The role and value of replication in empirical software engineering results. - Martin J. Shepperd; Nemitari Ajienka; Steve Counsell (Inf. Softw. Technol., 2018)

Authors' Reply to "Comments on 'Researcher Bias: The Use of Machine Learning in Software Defect Prediction'". - Martin J. Shepperd; Tracy Hall; David Bowes (IEEE Trans. Software Eng., 2018)

The Prevalence of Errors in Machine Learning Experiments. - Martin J. Shepperd; Yuchen Guo; Ning Li 022; Mahir Arzoky; Andrea Capiluppi; Steve Counsell; Giuseppe Destefanis; Stephen Swift; Allan Tucker; Leila Yousefi (IDEAL (1), 2019)

A novel aggregation-based dominance for Pareto-based evolutionary algorithms to configure software product lines. - Yani Xue; Miqing Li; Martin J. Shepperd; Stasha Lauria; Xiaohui Liu 001 (Neurocomputing, 2019)

"Bad smells" in software analytics papers. - Tim Menzies; Martin J. Shepperd (Inf. Softw. Technol., 2019)

A Comprehensive Investigation of the Role of Imbalanced Learning for Software Defect Prediction. - Qinbao Song; Yuchen Guo; Martin J. Shepperd (IEEE Trans. Software Eng., 2019)

Using the Lexicon from Source Code to Determine Application Domain. - Andrea Capiluppi; Nemitari Ajienka; Nour Ali; Mahir Arzoky; Steve Counsell; Giuseppe Destefanis; Alina Dana Miron; Bhaveet Nagaria; Rumyana Neykova; Martin J. Shepperd; Stephen Swift; Allan Tucker (EASE, 2020)

Reasoning about Uncertainty in Empirical Results. - Neil Walkinshaw; Martin J. Shepperd (EASE, 2020)

Assessing software defection prediction performance: why using the Matthews correlation coefficient matters. - Jingxiu Yao; Martin J. Shepperd (EASE, 2020)

A systematic review of unsupervised learning techniques for software defect prediction. - Ning Li 022; Martin J. Shepperd; Yuchen Guo (Inf. Softw. Technol., 2020)

The impact of using biased performance metrics on software defect prediction research. - Jingxiu Yao; Martin J. Shepperd (Inf. Softw. Technol., 2021)

Problem reports and team maturity in agile automotive software development. - Lucas Gren; Martin J. Shepperd (CHASE@ICSE, 2022)

An analysis of retracted papers in Computer Science. - Martin J. Shepperd; Leila Yousefi (CoRR, 2022)

Exploring Student Engagement and Outcomes: Experiences from Three Cycles of an Undergraduate Module. - Robert D. Macredie; Martin J. Shepperd; Tommaso Turchi; Terry Young (CoRR, 2022)

Special issue on information systems quality management in practice. - Martin J. Shepperd; Fernando Brito e Abreu; Ricardo Pérez-Castillo (Softw. Qual. J., 2022)

Improving classifier-based effort-aware software defect prediction by reducing ranking errors. - Yuchen Guo; Martin J. Shepperd; Ning Li 022 (EASE, 2024)

"Estimating software project effort using analogies": Reflections after 28 years. - Martin J. Shepperd (CoRR, 2025)