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Professor Martin Shepperd

Professor Martin Shepperd
Professor - Software Tech & Modelling

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Shepperd, M., Mair, C. and Jørgensen, M. (2018) 'An Experimental Evaluation of a De-biasing Intervention for Professional Software Developers'.33rd ACM Software Applications Conference, 2018. Pau, France. 9 - 13 April. ACM. pp. 1510 - 1517.Open Access Link

Conference paper

Shepperd, M. (2018) 'Replication considered harmful'.40th ACM/IEEE International Conference on Software Engineering - New Ideas and Emerging Results. Gothenburg.Open Access Link

Conference paper

Fucci, D., Scanniello, G., Romano, S., Shepperd, M., Sigweni, B., Uyaguari, F., et al. (2016) 'An External Replication on the Effects of Test-driven Development Using a Multi-site Blind Analysis Approach'.10th ACM/IEEE International Symposium. Ciudad Real, SPAIN. 8 - 9 September. ACM. pp. 3:1 - 3:10. ISSN: 1949-3770 Open Access Link

Conference paper

Sigweni, B., Shepperd, M. and Turchi, T. (2016) 'Realistic Assessment of Software Effort Estimation Models'.20th International Conference on Evaluation and Assessment in Software Engineering (EASE). Limerick, Ireland. 3 - 3 June. ACM.Open Access Link

Conference paper

Sigweni, B. and Shepperd, M. (2015) 'Using Blind Analysis for Software Engineering Experiments'.Proceedings of the 19th International Conference on Evaluation and Assessment in Software Engineering. Nanjing. 27 ACM.Open Access Link

Conference paper

Scott, MJ., Counsell, S., Lauria, S., Swift, S., Tucker, A., Shepperd, M. and et al. (2015) 'Enhancing Practice and Achievement in Introductory Programming with a Robot Olympics'. IEEE Transactions on Education, 58 (4). pp. 249 - 254. ISSN: 0018-9359 Open Access Link

Journal article

Shepperd, M. (2015) 'How do i know whether to trust a research result?'. IEEE Software, 32 (1). pp. 106 - 109. ISSN: 0740-7459 Open Access Link

Journal article

Shepperd, M., Bowes, D. and Hall, T. (2014) 'Researcher bias: The use of machine learning in software defect prediction'. IEEE Transactions on Software Engineering, 40 (6). pp. 603 - 616. ISSN: 0098-5589 Open Access Link

Journal article

Shepperd, M. (2014) 'Cost prediction and software project management', inSoftware Project Management in a Changing World. Springer Berlin Heidelberg. , 9783642550355. pp. 51 - 71. ISBN 10: 3642550347. ISBN 13: 9783642550348.

Book chapter

Sigweni, B. and Shepperd, M. (2014) 'Feature weighting techniques for CBR in software effort estimation studies: A review and empirical evaluation'.PROMISE '14: The 10th International Conference on Predictive Models in Software Engineering. Association for Computing Machinery. pp. 32 - 41.Open Access Link

Conference paper

Shepperd, M. (2013) 'Combining evidence and meta-analysis in software engineering'. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7171 LNCS. pp. 46 - 70. ISSN: 0302-9743

Journal article

Hasnain, E., Hall, T. and Shepperd, M. (2013) 'Using experimental games to understand communication and trust in Agile software teams'. 2013 6th International Workshop on Cooperative and Human Aspects of Software Engineering, CHASE 2013 - Proceedings. pp. 117 - 120.

Journal article

Hassan, AE., Hindle, A., Runeson, P., Shepperd, M., Devanbu, P. and Kim, S. (2013) 'Roundtable: What's next in software analytics'. IEEE Software, 30 (4). pp. 53 - 56. ISSN: 0740-7459

Journal article

Shepperd, M. and Shull, F. (2013) 'Guest Editorial for Special Section from Empirical Software Engineering & Measurement (ESEM) 2011'. Information and Software Technology, 55 (7). pp. 1277 - 1278. ISSN: 0950-5849

Journal article

Shepperd, M., Song, Q., Sun, Z. and Mair, C. (2013) 'Data quality: Some comments on the NASA software defect datasets'. IEEE Transactions on Software Engineering, 39 (9). pp. 1208 - 1215. ISSN: 0098-5589 Open Access Link

Journal article

Shepperd, M. (2012) 'The scientific basis for prediction research'.PROMISE'12, the 8th International Conference on Predictive Models in Software Engineering. Lund, Sweden. 21 - 22 September. Association for Computing Machinery (ACM).Open Access Link

Conference paper

Shepperd, M. and MacDonell, S. (2012) 'Evaluating prediction systems in software project estimation'. Information and Software Technology, 54 (8). pp. 820 - 827. ISSN: 0950-5849 Open Access Link

Journal article

Menzies, T. and Shepperd, M. (2012) 'Special issue on repeatable results in software engineering prediction'. Empirical Software Engineering, 17 (1-2). pp. 1 - 17. ISSN: 1382-3256

Journal article

Mair, C., Martincova, M. and Shepperd, M. (2012) 'An empirical study of software project managers using a case-based reasoner'.2012 45th Hawaii International Conference on System Sciences (HICSS). IEEE. pp. 1030 - 1039. ISSN: 1530-1605

Conference paper

Song, Q. and Shepperd, M. (2011) 'Predicting software project effort: A grey relational analysis based method'. Expert Systems with Applications: An International Journal, 38 (6). pp. 7302 - 7316. ISSN: 0957-4174 Open Access Link

Journal article

Mair, C. and Shepperd, M. (2011) 'Human judgement and software metrics: vision for the future'.2nd international workshop on emerging trends in software metrics (WETSoM'11). Waikiki, Honolulu, Hawaii. 24 - 24 May. ACM Press. pp. 81 - 84. ISSN: 0270-5257

Conference paper

Shepperd, M. (2011) 'Data quality: Cinderella at the software metrics ball?'.2nd International Workshop on Emerging Trends in Software Metrics (WeTSOM 2011). Honolulu, Hawaii, USA. 24 - 24 May. ACM Press. pp. 1 - 4. ISSN: 0270-5257

Conference paper

Song, QB., Jia, ZH., Shepperd, M., Ying, S. and Liu, J. (2011) 'A general software defect-proneness prediction framework'. IEEE Transactions on Software Engineering, 37 (3). pp. 356 - 370. ISSN: 0098-5589 Open Access Link

Journal article

Shepperd, M. (2011) 'Group project work from the outset: an in-depth teaching experience report'.2011 24th IEEE-CS Conference on Software Engineering Education and Training (CSEE&T). Honolulu, HI. IEEE. pp. 361 - 370.

Conference paper

Menzies, T. and Shepperd, M. (2011) 'Special issue on repeatable results in software engineering prediction'. Empirical Software Engineering, 17 (1-2). pp. 1 - 17. ISSN: 1382-3256

Journal article

MacDonell, SG. and Shepperd, M. (2010) 'Data accumulation and software effort prediction'.4th International Symposium on Empirical Software Engineering and Measurement (ESEM 2010). Bolzano-Bozen, Italy. 16 - 17 September. ACM Press.

Conference paper

MacDonell, S., Shepperd, M., Kitchenham, B. and Mendes, E. (2010) 'How reliable are systematic reviews in empirical software engineering?'. IEEE Transactions on Software Engineering, 36 (5). pp. 676 - 687. ISSN: 0098-5589 Open Access Link

Journal article

Nasseri, E., Counsell, S. and Shepperd, M. (2010) 'Class movement and re-location: an empirical study of Java inheritance evolution'. Journal of Systems and Software, 83 (2). pp. 303 - 315. ISSN: 0164-1212 Open Access Link

Journal article

Wang, Y., Song, Q., MacDonell, S., Shepperd, M. and Shen, J. (2009) 'Integrate the GM(1,1) and Verhulst models to predict software stage-effort'. IEEE Transactions on Systems, Man and Cybernetics - Part C, 39 (6). pp. 647 - 658. ISSN: 1094-6977 Open Access Link

Journal article

Mair, C., Martincova, M. and Shepperd, M. (2009) 'A literature review of expert problem solving using analogy'.13th International Conference on Evaluation and Assessment in Software Engineering (EASE). Durham University, UK. 20 - 21 April. BCS eWIC.Open Access Link

Conference paper

Jayal, A. and Shepperd, M. (2009) 'The problem of labels in e-assessment of diagrams'. Journal on Educational Resources in Computing (JERIC), 8 (4). pp. 1 - 13. ISSN: 1531-4278 Open Access Link

Journal article

Jayal, A. and Shepperd, M. (2009) 'An improved method for label matching in e-assessment of diagrams'. ITALICS, 8 (1). pp. 1 - 14. ISSN: 1473-7507

Journal article

Mair, C., Martincova, M. and Shepperd, M. (2009) 'A literature review of expert problem solving using analogy'. 13th International Conference on Evaluation and Assessment in Software Engineering, EASE 2009.

Conference paper

Song, Q., Shepperd, M., Chen, X. and Liu, J. (2008) '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). pp. 2361 - 2370. ISSN: 0164-1212 Open Access Link

Journal article

Liebchen, G. and Shepperd, M. (2008) 'Data sets and data quality in software engineering'.PROMISE 2008. ACM Press. pp. 39 - 44. ISSN: 0270-5257 Open Access Link

Conference paper

Song, Q. and Shepperd, M. (2007) 'Missing data imputation techniques'. International Journal of Business Intelligence and Data Mining, 2 (3). pp. 261 - 291. ISSN: 1743-8187

Journal article

Twala, B., Cartwright, M. and Shepperd, M. (2007) 'Applying rule induction in software prediction', in Zhang, H. and Tsai, J. (eds.) Advances in machine learning applications in software engineering. Hershey, PA : Idea Group Publishing. pp. 265 - 286. ISBN 13: 9781591409410.

Book chapter

Song, Q. and Shepperd, M. (2007) 'A new imputation method for small software project data sets'. Journal of Systems and Software, 80 (1). pp. 51 - 62. ISSN: 0164-1212

Journal article

Shepperd, MJ. (2007) 'Software project economics: a roadmap'.International Conference on Software Engineering 2007: Future of Software Engineering. Minneapolis, MN. IEEE. pp. 304 - 315.Open Access Link

Conference paper

MacDonell, S. and Shepperd, MJ. (2007) 'Comparing local and global software effort estimation models – reflections on a systematic review'.1st International Symposium on Empirical Software Engineering and Measurement. IEEE. pp. 401 - 409.

Conference paper

Liebchen, G., Twala, B., Shepperd, MJ., Cartwright, M. and Stephens, M. (2007) 'Filtering, robust filtering, polishing techniques for addressing quality in software data'.1st International Symposium on Empirical Software Engineering and Measurement. IEEE. pp. 99 - 106.

Conference paper

Jorgensen, M. and Shepperd, M. (2007) 'A systematic review of software development cost estimation studies'. IEEE Transactions on Software Engineering, 33 (1). pp. 33 - 53. ISSN: 0098-5589 Open Access Link

Journal article

Song, Q., Shepperd, M., Cartwright, M. and Mair, C. (2006) 'Software defect association mining and defect correction effort prediction'. IEEE Transactions on Software Engineering, 32 (2). pp. 69 - 82. ISSN: 0098-5589 Open Access Link

Journal article

Mair, C. and Shepperd, M. (2006) 'Looking at comparisons of regression and analogy-based software project cost prediction'.Software Engineering Research and Practice.  [unpublished]

Conference paper

Song, Q. and Shepperd, M. (2006) 'Mining web browsing patterns for E-commerce'. Computers in Industry, 57 (7). pp. 622 - 630. ISSN: 0166-3615

Journal article

Nasseri, E., Counsell, S. and Shepperd, MJ. (2006) 'An empirical study of evolution of inheritance in Java OSS'.International Symposium on Empirical Software Engineering 2006. Perth, AUSTRALIA. IEEE COMPUTER SOC. pp. 288 - 296.Open Access Link

Conference paper

Cartwright, M., Shepperd, M. and Twala, B. (2006) 'Ensemble of missing data techniques to improve software prediction accuracy'. 28th International Conference on Software Engineering (ICSE 2006), 20-28 May 2006, Shanghai, China. pp. 4.

Conference paper

Twala, B., Cartwright, M. and Shepperd, M. (2006) 'Ensemble of missing data techniques to improve software prediction accuracy'.Proceeding of the 28th international conference. ACM Press. pp. 909 - 912. ISSN: 0270-5257

Conference paper

Shepperd, M. and Cartwright, M. (2005) 'A replication of the use of regression towards the mean (R2M) as an adjustment to effort estimation models'. Proceedings - International Software Metrics Symposium, 2005. pp. 351 - 360. ISSN: 1530-1435

Journal article

Shepperd, M. (2005) 'Evaluating software project prediction systems'. Proceedings - International Software Metrics Symposium, 2005. pp. 3 - 4. ISSN: 1530-1435

Journal article