Model-agnostic interpretability with shapley values A Messalas, Y Kanellopoulos, C Makris 2019 10th International Conference on Information, Intelligence, Systems and …, 2019 | 98 | 2019 |
Code quality evaluation methodology using the ISO/IEC 9126 standard Y Kanellopoulos, P Antonellis, D Antoniou, C Makris, E Theodoridis, ... arXiv preprint arXiv:1007.5117, 2010 | 96 | 2010 |
Mining source code elements for comprehending object-oriented systems and evaluating their maintainability Y Kanellopoulos, T Dimopulos, C Tjortjis, C Makris ACM SIGKDD Explorations Newsletter 8 (1), 33-40, 2006 | 56 | 2006 |
A survey-based study of the mapping of system properties to ISO/IEC 9126 maintainability characteristics JP Correia, Y Kanellopoulos, J Visser 2009 IEEE international conference on software maintenance, 61-70, 2009 | 55 | 2009 |
A data mining methodology for evaluating maintainability according to ISO/IEC-9126 software engineering–product quality standard P Antonellis, D Antoniou, Y Kanellopoulos, C Makris, E Theodoridis, ... Special Session on System Quality and Maintainability-SQM2007, 2007 | 49 | 2007 |
Data mining source code to facilitate program comprehension: experiments on clustering data retrieved from C++ programs Y Kanellopoulos, C Tjortjis Proceedings. 12th IEEE International Workshop on Program Comprehension, 2004 …, 2004 | 30 | 2004 |
K-attractors: a clustering algorithm for software measurement data analysis Y Kanellopoulos, P Antonellis, C Tjortjis, C Makris 19th IEEE International Conference on Tools with Artificial Intelligence …, 2007 | 25 | 2007 |
An improved methodology on information distillation by mining program source code Y Kanellopoulos, C Makris, C Tjortjis Data & Knowledge Engineering 61 (2), 359-383, 2007 | 24 | 2007 |
Interpretation of source code clusters in terms of the ISO/IEC-9126 maintainability characteristics Y Kanellopoulos, C Tjortjis, I Heitlager, J Visser 2008 12th European Conference on Software Maintenance and Reengineering, 63-72, 2008 | 22 | 2008 |
Clustering for monitoring software systems maintainability evolution P Antonellis, D Antoniou, Y Kanellopoulos, C Makris, E Theodoridis, ... Electronic Notes in Theoretical Computer Science 233, 43-57, 2009 | 17 | 2009 |
k-Attractors: a partitional clustering algorithm for numeric data analysis Y Kanellopoulos, P Antonellis, C Tjortjis, C Makris, N Tsirakis Applied Artificial Intelligence 25 (2), 97-115, 2011 | 15 | 2011 |
A model for evaluating algorithmic systems accountability Y Kanellopoulos arXiv preprint arXiv:1807.06083, 2018 | 5 | 2018 |
Others,“K-attractors: A clustering Algorithm for Software Measurement Data Analysis,” Y Kanellopoulos 19th IEEE International Conference on Tools with AI 25 (2), 2011 | 5 | 2011 |
A tool supported framework for the assessment of algorithmic accountability E Tagiou, Y Kanellopoulos, C Aridas, C Makris 2019 10th International Conference on Information, Intelligence, Systems and …, 2019 | 4 | 2019 |
Employing clustering for assisting source code maintainability evaluation according to ISO/IEC-9126 P Antonellis, D Antoniou, Y Kanellopoulos, C Makris, E Theodoridis, ... Proc. Artif. Intell. Techn. Softw. Eng. Workshop, 1-5, 2008 | 4 | 2008 |
Guest editorial: Special section: Software quality and maintainability Y Kanellopoulos, Y Yu Software Quality Journal 23, 77-78, 2015 | 3 | 2015 |
Code4Thought Project: Employing the ISO/IEC-9126 standard for Software Engineering-Product Quality Assessment P Antonellis, D Antoniou, Y Kanellopoulos, C Makris, C Tjortjis, ... 2009 13th European Conference on Software Maintenance and Reengineering, 297-300, 2009 | 3 | 2009 |
Introduction to the Software Quality and Maintainability special issue Y Kanellopoulos, R Ferenc Software Quality Journal 20 (2), 263, 2012 | 1 | 2012 |
Towards Discrimination-Free Classification via Fairness-Aware Bagging P Papagiannopoulos, C Aridas, Y Kanellopoulos, C Makris Proceedings of the 25th Pan-Hellenic Conference on Informatics, 184-189, 2021 | | 2021 |
Workshop Proposal for CSMR 2012-SQM 2012 Y Kanellopoulos, Y Yu 2012 16th European Conference on Software Maintenance and Reengineering, 561-562, 2012 | | 2012 |