Yiannis Kanellopoulos

According to our database, Yiannis Kanellopoulos authored at least 20 papers between 2004 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Towards Discrimination-Free Classification via Fairness-Aware Bagging.

Panagiotis Papagiannopoulos, Christos Aridas, Yiannis Kanellopoulos, Christos Makris

Proceedings of the PCI 2021: 25th Pan-Hellenic Conference on Informatics, Volos, Greece, November 26, 2021

2020

Evaluating MASHAP as a faster alternative to LIME for model-agnostic machine learning interpretability.

Andreas Messalas, Christos Aridas, Yiannis Kanellopoulos

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

A tool supported framework for the assessment of algorithmic accountability.

Eleni Tagiou, Yiannis Kanellopoulos, Christos Aridas, Christos Makris

Proceedings of the 10th International Conference on Information, 2019

Model-Agnostic Interpretability with Shapley Values.

Andreas Messalas, Yiannis Kanellopoulos, Christos Makris

Proceedings of the 10th International Conference on Information, 2019

2018

A Model for Evaluating Algorithmic Systems Accountability.

Yiannis Kanellopoulos

CoRR, 2018

2015

Guest editorial: Special section: Software quality and maintainability.

Yiannis Kanellopoulos, Yijun Yu

Softw. Qual. J., 2015

2012

Introduction to the Software Quality and Maintainability special issue.

Yiannis Kanellopoulos, Rudolf Ferenc

Softw. Qual. J., 2012

Workshop Proposal for CSMR 2012 - SQM 2012.

Yiannis Kanellopoulos, Yijun Yu

Proceedings of the 16th European Conference on Software Maintenance and Reengineering, 2012

2011

K-attractors: a Partitional Clustering Algorithm for Numeric Data Analysis.

Yiannis Kanellopoulos, Panagiotis Antonellis, Christos Tjortjis, Christos Makris, Nikos Tsirakis

Appl. Artif. Intell., 2011

2010

Code Quality Evaluation Methodology Using The ISO/IEC 9126 Standard

Yiannis Kanellopoulos, Panagiotis Antonellis, Dimitris Antoniou, Christos Makris, Evangelos Theodoridis, Christos Tjortjis, Nikos Tsirakis

CoRR, 2010

SQM 2010: Fourth International Workshop on System Quality and Maintainability.

Yiannis Kanellopoulos, Rudolf Ferenc

Proceedings of the 14th European Conference on Software Maintenance and Reengineering, 2010

2009

A survey-based study of the mapping of system properties to ISO/IEC 9126 maintainability characteristics.

José Pedro Correia, Yiannis Kanellopoulos, Joost Visser

Proceedings of the 25th IEEE International Conference on Software Maintenance (ICSM 2009), 2009

Code4Thought Project: Employing the ISO/IEC-9126 Standard for Software Engineering-Product Quality Assessment.

Panagiotis Antonellis, Dimitris Antoniou, Yiannis Kanellopoulos, Christos Makris, Christos Tjortjis, Vangelis Theodoridis, Nikos Tsirakis

Proceedings of the 13th European Conference on Software Maintenance and Reengineering, 2009

2008

Supporting software systems maintenance using data mining techniques.

Yiannis Kanellopoulos

PhD thesis, 2008

Clustering for Monitoring Software Systems Maintainability Evolution.

Panagiotis Antonellis, Dimitris Antoniou, Yiannis Kanellopoulos, Christos Makris, Evangelos Theodoridis, Christos Tjortjis, Nikos Tsirakis

Proceedings of the International Workshop on Software Quality and Maintainability, 2008

Interpretation of Source Code Clusters in Terms of the ISO/IEC-9126 Maintainability Characteristics.

Yiannis Kanellopoulos, Christos Tjortjis, Ilja Heitlager, Joost Visser

Proceedings of the 12th European Conference on Software Maintenance and Reengineering, 2008

2007

An improved methodology on information distillation by mining program source code.

Yiannis Kanellopoulos, Christos Makris, Christos Tjortjis

Data Knowl. Eng., 2007

k-Attractors: A Clustering Algorithm for Software Measurement Data Analysis.

Yiannis Kanellopoulos, Panagiotis Antonellis, Christos Tjortjis, Christos Makris

Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

2006

Mining source code elements for comprehending object-oriented systems and evaluating their maintainability.

Yiannis Kanellopoulos, Thimios Dimopulos, Christos Tjortjis, Christos Makris

SIGKDD Explor., 2006

2004

Data Mining Source Code to Facilitate Program Comprehension: Experiments on Clustering Data Retrieved from C++ Programs.

Yiannis Kanellopoulos, Christos Tjortjis

Proceedings of the 12th International Workshop on Program Comprehension (IWPC 2004), 2004