Martin J. Shepperd

Martin J. Shepperd, Steven G. MacDonell: Evaluating prediction systems in software project estimation. Information & Software Technology 54(8): 820-827 (2012)

Carolyn Mair, Miriam Martincova, Martin J. Shepperd: An Empirical Study of Software Project Managers Using a Case-Based Reasoner. HICSS 2012: 1030-1039

Qinbao Song, Martin J. Shepperd: Predicting software project effort: A grey relational analysis based method. Expert Syst. Appl. 38(6): 7302-7316 (2011)

Qinbao Song, Zihan Jia, Martin J. Shepperd, Shi Ying, Jin Liu: A General Software Defect-Proneness Prediction Framework. IEEE Trans. Software Eng. 37(3): 356-370 (2011)

Martin J. Shepperd: Group project work from the outset: An in-depth teaching experience report. CSEE&T 2011: 361-370

Stephen G. MacDonell, Martin J. Shepperd, Barbara A. Kitchenham, Emilia Mendes: How Reliable Are Systematic Reviews in Empirical Software Engineering? IEEE Trans. Software Eng. 36(5): 676-687 (2010)

Stephen G. MacDonell, Martin J. Shepperd: Data accumulation and software effort prediction. ESEM 2010

Ambikesh Jayal, Martin J. Shepperd: The Problem of Labels in E-Assessment of Diagrams. ACM Journal of Educational Resources in Computing 8(4) (2009)

Yong Wang, Qinbao Song, Stephen G. MacDonell, Martin J. Shepperd, Junyi Shen: Integrate the GM(1, 1) and Verhulst Models to Predict Software Stage Effort. IEEE Transactions on Systems, Man, and Cybernetics, Part C 39(6): 647-658 (2009)

Qinbao Song, Martin J. Shepperd, Xiangru Chen, Jun Liu: Can k-NN imputation improve the performance of C4.5 with small software project data sets? A comparative evaluation. Journal of Systems and Software 81(12): 2361-2370 (2008)

Qinbao Song, Martin J. Shepperd: Missing Data Imputation Techniques. IJBIDM 2(3): 261-291 (2007)

Claes Wohlin, Sebastian G. Elbaum, Martin J. Shepperd: Most cited journal articles in software engineering. Information & Software Technology 49(1): 1 (2007)

Qinbao Song, Martin J. Shepperd: A new imputation method for small software project data sets. Journal of Systems and Software 80(1): 51-62 (2007)

Magne Jørgensen, Martin J. Shepperd: A Systematic Review of Software Development Cost Estimation Studies. IEEE Trans. Software Eng. 33(1): 33-53 (2007)

Gernot Armin Liebchen, Bhekisipho Twala, Martin J. Shepperd, Michelle Cartwright, Mark Stephens: Filtering, Robust Filtering, Polishing: Techniques for Addressing Quality in Software Data. ESEM 2007: 99-106

Stephen G. MacDonell, Martin J. Shepperd: Comparing Local and Global Software Effort Estimation Models -- Reflections on a Systematic Review. ESEM 2007: 401-409

Martin J. Shepperd: Software project economics: a roadmap. FOSE 2007: 304-315

Qinbao Song, Martin J. Shepperd: Mining web browsing patterns for E-commerce. Computers in Industry 57(7): 622-630 (2006)

Qinbao Song, Martin J. Shepperd, Michelle Cartwright, Carolyn Mair: Software Defect Association Mining and Defect Correction Effort Prediction. IEEE Trans. Software Eng. 32(2): 69-82 (2006)

Bhekisipho Twala, Michelle Cartwright, Martin J. Shepperd: Ensemble of missing data techniques to improve software prediction accuracy. ICSE 2006: 909-912

Carolyn Mair, Martin J. Shepperd: Looking at Comparisons of Regression and Analogy-based Software Project Cost Prediction. Software Engineering Research and Practice 2006: 113-118

Qinbao Song, Martin J. Shepperd, Michelle Cartwright: A Short Note on Safest Default Missingness Mechanism Assumptions. Empirical Software Engineering 10(2): 235-243 (2005)

Carolyn Mair, Martin J. Shepperd, Magne Jørgensen: An analysis of data sets used to train and validate cost prediction systems. ACM SIGSOFT Software Engineering Notes 30(4): 1-6 (2005)

Ingunn Myrtveit, Erik Stensrud, Martin J. Shepperd: Reliability and Validity in Comparative Studies of Software Prediction Models. IEEE Trans. Software Eng. 31(5): 380-391 (2005)

Bhekisipho Twala, Michelle Cartwright, Martin J. Shepperd: Comparison of various methods for handling incomplete data in software engineering databases. ISESE 2005: 105-114

Carolyn Mair, Martin J. Shepperd: The consistency of empirical comparisons of regression and analogy-based software project cost prediction. ISESE 2005: 509-518

Martin J. Shepperd: Evaluating Software Project Prediction Systems. IEEE METRICS 2005: 2

Qinbao Song, Martin J. Shepperd, Carolyn Mair: Using Grey Relational Analysis to Predict Software Effort with Small Data Sets. IEEE METRICS 2005: 35

Rahul Premraj, Martin J. Shepperd, Barbara A. Kitchenham, Pekka Forselius: An Empirical Analysis of Software Productivity over Time. IEEE METRICS 2005: 37

Martin J. Shepperd, Michelle Cartwright: A Replication of the Use of Regression towards the Mean (R2M) as an Adjustment to Effort Estimation Models. IEEE METRICS 2005: 38

Gernot Armin Liebchen, Martin J. Shepperd: Software Productivity Analysis of a Large Data Set and Issues of Confidentiality and Data Quality. IEEE METRICS 2005: 46

Ignatios S. Deligiannis, Ioannis Stamelos, Lefteris Angelis, Manos Roumeliotis, Martin J. Shepperd: A controlled experiment investigation of an object-oriented design heuristic for maintainability. Journal of Systems and Software 72(2): 129-143 (2004)

John Hart, Martin J. Shepperd: The Evolution of Concurrent Control Software Using Genetic Programming. EuroGP 2004: 289-298

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: Formulating software engineering as a search problem. IEE Proceedings - Software 150(3): 161-175 (2003)

Ignatios S. Deligiannis, Martin J. Shepperd, Manos Roumeliotis, Ioannis Stamelos: An empirical investigation of an object-oriented design heuristic for maintainability. Journal of Systems and Software 65(2): 127-139 (2003)

Stephen G. MacDonell, Martin J. Shepperd: Combining techniques to optimize effort predictions in software project management. Journal of Systems and Software 66(2): 91-98 (2003)

Martin Lefley, Martin J. Shepperd: Using Genetic Programming to Improve Software Effort Estimation Based on General Data Sets. GECCO 2003: 2477-2487

Colin Kirsopp, Emilia Mendes, Rahul Premraj, Martin J. Shepperd: An Empirical Analysis of Linear Adaptation Techniques for Case-Based Prediction. ICCBR 2003: 231-245

Ursula Passing, Martin J. Shepperd: An experiment on software project size and effort estimation. ISESE 2003: 120-131

Stephen G. MacDonell, Martin J. Shepperd: Using Prior-Phase Effort Records for Re-estimation During Software Projects. IEEE METRICS 2003: 73-

Michelle Cartwright, Martin J. Shepperd, Qinbao Song: Dealing with Missing Software Project Data. IEEE METRICS 2003: 154-165

Ignatios S. Deligiannis, Martin J. Shepperd, Steve Webster, Manos Roumeliotis: A Review of Experimental Investigations into Object-Oriented Technology. Empirical Software Engineering 7(3): 193-231 (2002)

Colin Kirsopp, Martin J. Shepperd: Making inferences with small numbers of training sets. IEE Proceedings - Software 149(5): 123-130 (2002)

Michael Dyer, Martin J. Shepperd, Claes Wohlin: Editorial. Information & Software Technology 44(2): 63 (2002)

John Hart, Martin J. Shepperd: Evolving Software with Multiple Outputs and Multiple Populations. GECCO Late Breaking Papers 2002: 223-227

Colin Kirsopp, Martin J. Shepperd, John Hart: Search Heuristics, Case-based Reasoning And Software Project Effort Prediction. GECCO 2002: 1367-1374

Barbara Kitchenham, Lesley Pickard, Stephen G. MacDonell, Martin J. Shepperd: What accuracy statistics really measure. IEE Proceedings - Software 148(3): 81-85 (2001)

Martin J. Shepperd, Michael Dyer: Editorial Note. Information & Software Technology 43(14): 813 (2001)

Martin J. Shepperd, Michelle Cartwright: Predicting with Sparse Data. IEEE Trans. Software Eng. 27(11): 987-998 (2001)

Martin J. Shepperd, Gada F. Kadoda: Comparing Software Prediction Techniques Using Simulation. IEEE Trans. Software Eng. 27(11): 1014-1022 (2001)

Gada F. Kadoda, Michelle Cartwright, Martin J. Shepperd: Issues on the Effective Use of CBR Technology for Software Project Prediction. ICCBR 2001: 276-290

Martin J. Shepperd, Michelle Cartwright: Predicting With Sparse Data. IEEE METRICS 2001: 28-

Martin J. Shepperd, Gada F. Kadoda: Using Simulation to Evaluate Prediction Techniques. IEEE METRICS 2001: 349-

Martin J. Shepperd, Michelle Cartwright, Gada F. Kadoda: On Building Prediction Systems for Software Engineers. Empirical Software Engineering 5(3): 175-182 (2000)

Keith Phalp, Martin J. Shepperd: Quantitative analysis of static models of processes. Journal of Systems and Software 52(2-3): 105-112 (2000)

Carolyn Mair, Gada F. Kadoda, Martin Lefley, Keith Phalp, Chris Schofield, Martin J. Shepperd, Steve Webster: An investigation of machine learning based prediction systems. Journal of Systems and Software 53(1): 23-29 (2000)

Michelle Cartwright, Martin J. Shepperd: An Empirical Investigation of an Object-Oriented Software System. IEEE Trans. Software Eng. 26(8): 786-796 (2000)

Michael Dyer, Martin J. Shepperd: Perspectives on Information Technology in the New Millennium. Information & Software Technology 41(14): 931 (1999)

Austen Rainer, Martin J. Shepperd: Re-Planning for a Successful Project Schedule. IEEE METRICS 1999: 72-81

Andrew R. Gray, Stephen G. MacDonell, Martin J. Shepperd: Factors Systematically Associated with Errors in Subjective Estimates of Software Development Effort: The Stability of Expert Judgment. IEEE METRICS 1999: 216-

Colin Kirsopp, Martin J. Shepperd, Steve Webster: An Empirical Study into the Use of Measurement to Support OO Design Evaluation. IEEE METRICS 1999: 230-241

Rachel Harrison, Lionel C. Briand, John W. Daly, Marc I. Kellner, David Raffo, Martin J. Shepperd: Process Modelling and Empirical Studies of Software Evolution (PMESSE`97) Workshop Report. Empirical Software Engineering 2(4): 381-403 (1997)

Martin J. Shepperd, Chris Schofield: Estimating Software Project Effort Using Analogies. IEEE Trans. Software Eng. 23(11): 736-743 (1997)

Rachel Harrison, Martin J. Shepperd, John W. Daly: Workshop Summary: Process Modelling and Empirical Studies of Software Evolution. ICSE 1997: 675

Martin J. Shepperd, Chris Schofield, Barbara Kitchenham: Effort Estimation Using Analogy. ICSE 1996: 170-178

Martin J. Shepperd: Foundations of software measurement. Prentice Hall 1995, isbn 978-0-13-336199-5, pp. I-XII, 1-234

Michael Dyer, Martin J. Shepperd: Editorial. Information & Software Technology 37(1): 3 (1995)

Neville I. Churcher, Martin J. Shepperd: Comments on ``A Metrics Suite for Object Oriented Design''. IEEE Trans. Software Eng. 21(3): 263-265 (1995)

Michael Dyer, Martin J. Shepperd: Editorial. Information & Software Technology 36(1): 2 (1994)

Martin J. Shepperd, Darrel C. Ince: A critique of three metrics. Journal of Systems and Software 26(3): 197-210 (1994)

Keith Phalp, Martin J. Shepperd: A Pragmatic Approach to Process Modelling. EWSPT 1994: 65-68

Martin J. Shepperd, Darrel C. Ince: Software Metrics in Software Engineering and Artificial Intelligence. International Journal of Software Engineering and Knowledge Engineering 1(4): 463-476 (1991)

Martin J. Shepperd, Darrel C. Ince: Algebraic Validation of software Metrics. ESEC 1991: 343-363

Martin J. Shepperd: Algebraic Models and Metric Validation. Formal Aspects of Measurement 1991: 157-175

Martin J. Shepperd, Darrel C. Ince: Multi-Dimensional Modelling and Measurement of Software Designs. ACM Conference on Computer Science 1990: 76-81