Odebode, A., Tucker, A., Arzoky, M. and Swift, S. (2022) 'Estimating the Optimal Number of Clusters from Subsets of Ensembles'.11th International Conference on Data Science, Technology and Applications. Lisbon, Portugal. 11 - 13 July. SCITEPRESS - Science and Technology Publications. pp. 383 - 391.Open Access Link

Almahri, FAAJ., Bell, D. and Arzoky, M. (2021) 'Applications of machine learning in education: Personas design for chatbots', in Gulzar, Z. and Leema, AA. (eds.) Machine Learning Approaches for Improvising Modern Learning Systems. Hershey, PA, USA : IGI Global. pp. 72 - 113. ISBN 10: 1-7998-5010-2. ISBN 13: 978-1-7998-5009-0.

Nagaria, B., Evans, BC., Mann, A. and Arzoky, M. (2021) 'Using an Instant Visual and Text Based Feedback_Tool to Teach Path Finding Algorithms A Concept'.SEENG 2021 Third International Workshop on Software Engineering Education for the Next Generation. Virtual. 1 - 24 May. IEEE. pp. 11 - 15.Open Access Link

Counsell, S., Destefanis, G., Swift, S., Arzoky, M. and Taibi, D. (2020) 'On the Link between Refactoring Activity and Class Cohesion through the Prism of Two Cohesion-Based Metrics'.2020 IEEE 20th International Conference on Software Quality, Reliability and Security (QRS). Macau, China (virtual). 11 - 14 December. IEEE. pp. 91 - 98.Open Access Link

Counsell, S., Swift, S., Arzoky, M. and Destefanis, G. (2020) 'On Clones and Comments in Production and Test Classes: An Empirical Study'.25th International Conference on Product-Focused Software Process Improvement PROFES 2020. Turin, Italy. 21 - 27 November. Springer International Publishing. pp. 304 - 311. ISSN: 0302-9743

Counsell, S., Swift, S., Arzoky, M. and Destefanis, G. (2020) 'Is complexity of re-test a reason why some refactorings are buggy? an empirical perspective'.13th International Conference on the Quality of Information and Communications Technology (QUATIC 2020. Faro, Portugal. 31 - 11 September. Springer International Publishing. pp. 83 - 90. ISSN: 1865-0929

Capiluppi, A., Ajienka, N., Ali, N., Arzoky, M., Counsell, S., Destefanis, G., Miron, A., Nagaria, B., Neykova, R., Shepperd, M., Swift, S. and Tucker, A. et al. (2020) 'Using the Lexicon from Source Code to Determine Application Domains'.International Conference on Evaluation and Assessment in Software Engineering. Trondheim, Norway. 17 - 17 April. ACM. pp. 110 - 119.Open Access Link

Yousefi, L., Swift, S., Arzoky, M., Saachi, L., Chiovato, L. and Tucker, A. (2020) 'Opening the black box: Personalizing type 2 diabetes patients based on their latent phenotype and temporal associated complication rules'. Computational Intelligence, 37 (4). pp. 1460 - 1498. ISSN: 0824-7935 Open Access Link

Ali Amer Jid Almahri, F., Bell, D. and Arzoky, M. (2019) 'Personas Design For Conversational Systems In Education'. Informatics, 6 (4). pp. 1 - 26.Open Access Link

Counsell, S., Arzoky, M., Destefanis, G. and Taibi, D. (2019) 'On the Relationship Between Coupling and Refactoring: An EmpiricalViewpoint'.ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM). Brazil. 2019. Porto de Galinhas, BR. 17 - 20 September. IEEE. pp. 1 - 6. ISSN: 1949-3770 Open Access Link

Shepperd, M., Guo, Y., Li, N., Arzoky, M., Capiluppi, A., Counsell, S., Destefanis, G., Swift, S., Tucker, A. and Yousefi, L. et al. (2019) 'The Prevalence of Errors in Machine Learning Experiments'.20th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL). Univ Manchester, Manchester, ENGLAND. 10 - 16 November. Springer International Publishing. pp. 102 - 109. ISSN: 0302-9743 Open Access Link

Kahaki, SMM., Nordin, MJ., Ahmad, NS., Arzoky, M. and Ismail, W. (2019) 'Deep convolutional neural network designed for age assessment based on orthopantomography data'. Neural Computing and Applications, 32 (13). pp. 9357 - 9368. ISSN: 0941-0643

Yousefi, L., Swift, S., Arzoky, M., Sacchi, L., Chiovato, L. and Tucker, A. (2019) 'Opening the black box: Exploring temporal pattern of type 2 diabetes complications in patient clustering using association rules and hidden variable discovery'.2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS). Cordoba, Spain. 5 - 7 June. IEEE. pp. 198 - 203. ISSN: 2372-9198

Counsell, S., Swift, S., Arzoky, M. and Destefanis, G. (2019) 'An empirical study of the AGIS visual field metric and its seasonal variations'.2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS). Inst Maimonides Investigac Biomedica Cordoba, Cordoba, SPAIN. 1 - 7 June. IEEE. pp. 527 - 530. ISSN: 1063-7125

Yousefi, L., Swift, S., Arzoky, M., Saachi, L., Chiovato, L. and Tucker, A. (2019) 'Opening the Black Box: Discovering and Explaining Hidden Variables in Type 2 Diabetic Patient Modelling'.2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). Madrid, Spain. 24 - 6 December. IEEE. pp. 1040 - 1044. ISSN: 2156-1125 Open Access Link

Counsell, S., Swift, S., Arzoky, M. and Destefanis, G. (2018) 'Do developers really worry about refactoring re-test? An empirical study of open-source systems'. Springer International Publishing. pp. 159 - 166. ISSN: 0302-9743 Open Access Link

Ayed, S., Arzoky, M., Swift, S., Counsell, S. and Tucker, A. (2018) 'An Exploratory Study of the Inputs for Ensemble Clustering Technique as a Subset Selection Problem'.SAI Intelligent Systems Conference. London. 9 - 7 September. Springer International Publishing. pp. 1041 - 1055. ISSN: 2194-5357 Open Access Link

Destefanis, G., Arzoky, M., Counsell, S., Swift, S., Ortu, M., Tonelli, R. and Marchesi, M. et al. (2018) '113 times tomcat: A dataset'. PeerJ, 6.

Nassar, B., Arzoky, M., Tarhini, A. and Tarhini, T. (2015) 'An Empirical Analysis of the Seasonal Patterns in Aggregate Directors’ Trades'. International Journal of Economics and Finance, 7 (9). pp. 1 - 26. ISSN: 1916-971X Open Access Link

Tarhini, A., Fakih, M., Arzoky, M. and Tarhini, T. (2015) 'Designing Guidelines to Discover Causes of Delays in Construction Projects: The Case of Lebanon'. International Business Research, 8 (6). pp. 1 - 16. ISSN: 1913-9004 Open Access Link

Counsell, S. (2014) 'An Approach to Controlling the Runtime for Search Based Modularisation of Sequential Source Code Check-ins'.13th International Symposium, IDA 2014. Leuven, Belgium. 1 - 1 November. SPRINGER INTERNATIONAL PUBLISHING AG. pp. 25 - 36. ISSN: 0302-9743

Counsell, S. (2014) 'A Measure of the Modularisation of Sequential Software Versions Using Random Graph Theory'.XP Workshops at ICSE. Rome, Italy. 30 - 30 May. Springer International Publishing. pp. 105 - 120. ISSN: 1865-1348

Arzoky, M., Swift, S., Tucker, A. and Cain, J. (2012) 'A seeded search for the modularisation of sequential software versions'. Journal of Object Technology, 11 (2). pp. 6:1 - 6:1. ISSN: 1660-1769

Hassouna, M. and Arzoky, M. (2011) 'Agent based modelling and simulation: Toward a new model of customer retention in the mobile market'.43rd Summer Computer Simulation Conference. The Hague, NETHERLANDS. 1 - 30 June. SOC MODELING SIMULATION INT-SCS. pp. 30 - 35. ISSN: 0094-7474

Arzoky, M., Swift, S., Tucker, A. and Cain, J. (2011) 'Munch: An efficient modularisation strategy to assess the degree of refactoring on sequential source code checkings'.4th IEEE International Conference on Software Testing, Verification, and Validation Workshops (ICSTW 2011). IEEE. pp. 422 - 429.