Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Dynamic network modelling with similarity based aggregation algorithm

COMPUTER SCIENCE AND INFORMATION SYSTEMS, vol.00, no.0, pp.12, 2022 (Peer-Reviewed Journal)

Finding proper time intervals for dynamic network extraction

JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, vol.2021, no.3, 2021 (Peer-Reviewed Journal) identifier identifier

Exploring the evolution of node neighborhoods in Dynamic Networks

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, vol.482, pp.375-391, 2017 (Peer-Reviewed Journal) Creative Commons License identifier identifier

Comparative evaluation of community detection algorithms: a topological approach

JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2012 (Peer-Reviewed Journal) Creative Commons License identifier identifier

Articles Published in Other Journals

Quantitative and Qualitative Analysis of Overlapping Community Detection Algorithms

IAENG International Journal of Computer Science, vol.48, no.4, pp.1, 2021 (Peer-Reviewed Journal) identifier

Towards realistic artificial benchmark for community detection algorithms evaluation

International Journal of Web Based Communities, vol.9, no.3, pp.349-370, 2013 (Peer-Reviewed Journal) identifier identifier

On Accuracy of Community Structure Discovery Algorithms

Journal of Convergence Information Technology, vol.6, no.11, pp.283-292, 2011 (Peer-Reviewed Journal) identifier identifier

Refereed Congress / Symposium Publications in Proceedings

Determining Column Numbers in Résumés with Clustering

18th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2022, Hersonissos, Greece, 17 - 20 June 2022, vol.647 IFIP, pp.460-471 identifier

Aggregating time windows for dynamic network extraction

2021 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021, Kocaeli, Turkey, 25 - 27 August 2021 identifier

Similarity Based Compression Ratio for Dynamic Network Modelling

2021 IEEE 19th International Conference on Smart Technologies (EUROCON), Lviv, Ukraine, 6 - 08 July 2021 Creative Commons License identifier identifier

Multiple Communities of Ego in Social Networks

The 2021 International Conference of Data Mining and Knowledge Engineering, London, United Kingdom, 7 - 09 July 2021, pp.128-133 Creative Commons License

Detecting Genetic Disposition of Ethnicity to Autoimmune Diseases via Clustering

2021 IEEE International Conference on Big Data, Big Data 2021, Virtual, Online, United States Of America, 15 - 18 December 2021, pp.4761-4769 identifier identifier

A comparative study for accurate forecasting

DTSS2018, DIGITAL TRANSFORMATION SMART SYSTEMS, Ankara, Turkey, 24 - 26 October 2018

Overlapping Communities via k-Connected Ego Centered Groups

IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Paris, France, 25 - 28 August 2015, pp.1598-1599 identifier identifier

A Method for Characterizing Communities in Dynamic Attributed Complex Networks

IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Beijing, China, 17 - 20 August 2014, pp.481-484 Creative Commons License identifier identifier

Une méthode pour caractériser les communautés des réseaux dynamiques à attributs

14èmes Journées Francophones Extraction et Gestion des Connaissances (EGC), 31 January 2014 identifier

Relation entre transitivité et structure de communauté dans les réseaux complexes

2ème Journée thématique fouille de grands graphes (JFGG), 21 October 2011

Qualitative Comparison of Community Detection Algorithms

International Conference on Digital Information and Communication Technology and Its Applications, Dijon, France, 21 - 23 June 2011, vol.167, pp.265-267 Creative Commons License identifier identifier

The Effect of Network Realism on Community Detection Algorithms

International Conference on Advances in Social Network Analysis and Mining (ASONAM), Odense, Denmark, 9 - 11 August 2010, pp.301-305 Creative Commons License identifier identifier

A Comparison of Community Detection Algorithms on Artificial Networks

12th International Conference on Discovery Science, Porto, Portugal, 3 - 05 October 2009, vol.5808, pp.242-256 Creative Commons License identifier identifier

Relative Evaluation of Partition Algorithms for Complex Networks

1st International Conference on Networked Digital Technologies (NDT 2009), Ostrava, Czech Republic, 28 - 31 July 2009, pp.20-25 Creative Commons License identifier identifier

Açık Kaynak Kod Tabanlı Yüksek Kullanılabilirlikli Veritabanı Sistemi

3. Ulusal Yazılım Mühendisliği Sempozyumu ve Sergisi (UYMS), Turkey, 30 September 2007

Books & Book Chapters

An Empirical Study of the Relation between Community Structure and Transitivity

in: Complex Networks Studies in Computational Intelligence, Menezes, Ronaldo, Evsukoff, Alexandre, González, Marta C, Editor, Springer-Verlag Berlin Heidelberg, pp.99-110, 2013

Qualitative Comparison of Community Detection Algorithms

in: Digital Information and Communication Technology and Its Applications Communications in Computer and Information Science, Hocine Cherifi, Jasni Mohamad Zain, Eyas El-Qawasmeh, Editor, Springer-Verlag GmbH Berlin Heidelberg, pp.265-279, 2011

A Comparison of Community Detection Algorithms on Artificial Networks

in: Discovery Science Lecture Notes in Computer Science, João Gama, Vítor Santos Costa, Alípio Mário Jorge, Pavel B. Brazdil, Editor, Springer Berlin Heidelberg, pp.242-256, 2009