Data Mining Source Code to Facilitate Program Comprehension: Experiments on Clustering Data Retrieved from C++ Programs. - Yiannis Kanellopoulos; Christos Tjortjis (IWPC, 2004)

Mining source code elements for comprehending object-oriented systems and evaluating their maintainability. - Yiannis Kanellopoulos; Thimios Dimopulos; Christos Tjortjis; Christos Makris 001 (SIGKDD Explor., 2006)

k-Attractors: A Clustering Algorithm for Software Measurement Data Analysis. - Yiannis Kanellopoulos; Panagiotis Antonellis; Christos Tjortjis; Christos Makris 001 (ICTAI (1), 2007)

An improved methodology on information distillation by mining program source code. - Yiannis Kanellopoulos; Christos Makris 001; Christos Tjortjis (Data Knowl. Eng., 2007)

Interpretation of Source Code Clusters in Terms of the ISO/IEC-9126 Maintainability Characteristics. - Yiannis Kanellopoulos; Christos Tjortjis; Ilja Heitlager; Joost Visser 001 (CSMR, 2008)

Clustering for Monitoring Software Systems Maintainability Evolution. - Panagiotis Antonellis; Dimitris Antoniou; Yiannis Kanellopoulos; Christos Makris 001; Evangelos Theodoridis; Christos Tjortjis; Nikos Tsirakis (SQM@CSMR, 2008)

Supporting software systems maintenance using data mining techniques. - Yiannis Kanellopoulos (2008)

Code4Thought Project: Employing the ISO/IEC-9126 Standard for Software Engineering-Product Quality Assessment. - Panagiotis Antonellis; Dimitris Antoniou; Yiannis Kanellopoulos; Christos Makris 001; Christos Tjortjis; Vangelis Theodoridis; Nikos Tsirakis (CSMR, 2009)

A survey-based study of the mapping of system properties to ISO/IEC 9126 maintainability characteristics. - José Pedro Correia; Yiannis Kanellopoulos; Joost Visser 001 (ICSM, 2009)

SQM 2010: Fourth International Workshop on System Quality and Maintainability. - Yiannis Kanellopoulos; Rudolf Ferenc (CSMR, 2010)

Code Quality Evaluation Methodology Using The ISO/IEC 9126 Standard - Yiannis Kanellopoulos; Panagiotis Antonellis; Dimitris Antoniou; Christos Makris 001; Evangelos Theodoridis; Christos Tjortjis; Nikos Tsirakis (CoRR, 2010)

K-attractors: a Partitional Clustering Algorithm for Numeric Data Analysis. - Yiannis Kanellopoulos; Panagiotis Antonellis; Christos Tjortjis; Christos Makris 001; Nikos Tsirakis (Appl. Artif. Intell., 2011)

Workshop Proposal for CSMR 2012 - SQM 2012. - Yiannis Kanellopoulos; Yijun Yu (CSMR, 2012)

Introduction to the Software Quality and Maintainability special issue. - Yiannis Kanellopoulos; Rudolf Ferenc (Softw. Qual. J., 2012)

Guest editorial: Special section: Software quality and maintainability. - Yiannis Kanellopoulos; Yijun Yu (Softw. Qual. J., 2015)

A Model for Evaluating Algorithmic Systems Accountability. - Yiannis Kanellopoulos (CoRR, 2018)

Model-Agnostic Interpretability with Shapley Values. - Andreas Messalas; Yiannis Kanellopoulos; Christos Makris 001 (IISA, 2019)

A tool supported framework for the assessment of algorithmic accountability. - Eleni Tagiou; Yiannis Kanellopoulos; Christos Aridas; Christos Makris 001 (IISA, 2019)

Evaluating MASHAP as a faster alternative to LIME for model-agnostic machine learning interpretability. - Andreas Messalas; Christos Aridas; Yiannis Kanellopoulos (IEEE BigData, 2020)

Towards Discrimination-Free Classification via Fairness-Aware Bagging. - Panagiotis Papagiannopoulos; Christos Aridas; Yiannis Kanellopoulos; Christos Makris 001 (PCI, 2021)

Responsible Requirements Engineering in a VUCA World [Requirements]. - Markus Borg; Martina Beck; Andreas Beck; Simon Jiménez; Yiannis Kanellopoulos; Birgit Penzenstadler (IEEE Softw., 2025)