Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

IFIT: an unsupervised discretization method based on the Ramer-Douglas-Peucker algorithm

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.27, no.3, pp.2344-2360, 2019 (Journal Indexed in SCI) identifier identifier

Graph-Based Concept Discovery

ENCYCLOPEDIA OF INFORMATION SCIENCE AND TECHNOLOGY, 4TH EDITION, pp.1974-1983, 2018 (Journal Indexed in SCI) identifier

Policy-based memoization for ILP-based concept discovery systems

JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, vol.46, no.1, pp.99-120, 2016 (Journal Indexed in SCI) identifier identifier

Improving Hit Ratio of ILP-based Concept Discovery System with Memoization

COMPUTER JOURNAL, vol.57, no.1, pp.138-153, 2014 (Journal Indexed in SCI) identifier identifier

Articles Published in Other Journals

Landslide Susceptibility Assessment Using Skyline Operator And Majority Voting

Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi, vol.23, no.5, pp.782-787, 2019 (Refereed Journals of Other Institutions)

Guiding Search in Relational Pathfinding-based Concept Discovery via Bivariate Statistical Methods

International Journal of Intelligent Systems and Applications in Engineering, vol.7, no.3, pp.118-123, 2019 (National Refreed University Journal) Creative Commons License

Graph Representation of Relational Database for Concept Discovery

Procedia - Social and Behavioral Sciences, vol.195, pp.1981-1989, 2015 (Refereed Journals of Other Institutions) identifier

Using Graphs in Multi Relational Data Mining

DENİZ HARP OKULU DENİZ BİLİMLERİ VE MÜHENDİSLİĞİ DERGİSİ, vol.11, pp.19-33, 2015 (Other Refereed National Journals)

Yol Arkadasi Android tabanli Sistemler Icin Bir Araba Imecesi Uygulamasi

Selcuk Universitesi Muhendislik, Bilim ve Teknoloji Dergisi, vol.2, pp.16-25, 2014 (Other Refereed National Journals)

Refereed Congress / Symposium Publications in Proceedings

Learning to Rank for Text Summarization: Revisiting the Features and Methods for Turkish Bank Documents

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

Türkçe Metinlerden Anahtar Kelime Çıkarma için Merkezilik Ölçütlerinin İncelenmesi

29. IEEE SİNYAL İŞLEME VE İLETİŞİM UYGULAMALARI KURULTAYI, İstanbul, Turkey, 09 June 2021 identifier

Ultrasonic Power Calculation by Linear Regression Method

2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Dubrovnik, Croatia, 25 - 28 May 2020 identifier

Comparison of Querying Performance of Neo4j on Graph and Hyper-graph Data Model

11th International Conference on Knowledge Discovery and Information Retrieval, 16 - 19 September 2019 identifier

Infuencee Oriented Topic Prediction: Investigating the Effect of Influence on the Author

M. Yukselen, A. Mutlu, P. Karagoz, ”Infuencee Oriented Topic Prediction: Investigating the Effect of Influence on the Author, The 9th International Conference on Web Intelligence, Seoul, South Korea, 26 - 28 June 2019 identifier identifier

Analysis of Ramer-Douglas-Peucker algorithm as a discretization method Ramer Douglas Peucker algoritmasinin ayriklaştirma yöntemi olarak analizi

26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Turkey, 2 - 05 May 2018, pp.1-4 identifier

Learning Logical Definitions of n-ary Relations in Graph Databases

he 13th International Conference on Hybrid Artifical Intelligence Systems, 20 - 22 June 2018 identifier identifier

Analysis of Ramer-Douglas-Peucker Algorithm As a Discretization Method

26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018 identifier identifier

Learning Relational Patterns for Mutagenic Compounds

International Conference on Applications in Chemistry and Chemical Engineering, SARAYBOSNA, Bosnia And Herzegovina, 11 - 15 October 2017, pp.22

Concept Discovery in Graph Databases

International Conference on Hybrid Artificial Intelligence Systems, Spain, 21 - 23 June 2017 identifier identifier

Cosine Similarity based Pruning for Concept Discovery

31st International Symposium on Computer and Information Sciences, 27 - 28 October 2016 Creative Commons License identifier identifier

A Graph path Counting Approach for Learning Head Output Connected Relations

8th International Conference on Computational Collective Intelligence, 28 - 30 September 2016

Scratch Programlama Ortamının Bilgisayar Mühendisliği Öğrencileri Tarafından Kabulü

10th International Computer and Instructional Technologies Symposium (ICITS), 16 - 18 May 2016

Scratch Programlama Ortaminin Bilgisayar Muhendisligi Ogrencileri Tarafindan Kabulu

10th Computers and Instructional Technologies Symposium (ICITS'16), Rize, Turkey, 16 - 18 May 2016

Personalized time aware outdoor activity recommendation system

Proceedings of the 31st Annual ACM Symposium on Applied Computing - SAC '16, Pisa, Italy, 4 - 08 April 2016 identifier

Graph based concept discovery in multi relational data

2016 6th International Conference - Cloud System and Big Data Engineering (Confluence), India, 14 - 15 January 2016 identifier identifier

UYMS Arastirma Egilimleri Bir Sistematik Esleme Calismasi

Ulusal Yazilim Muhendisligi Sempozyumu, İzmir, Turkey, 9 - 11 September 2015 identifier

Uyms Arastırma Egilimleri: Bir Sistematik Esleme Çalısması

9. Ulusal Yazılım Mühendisliği Sempozyumu, İzmir, Turkey, 9 - 11 September 2015, vol.1483, pp.550-561

A Path Finding based Method for Concept Discovery in Graphs

The 6th IEEE International Conference on Information, Intelligence, Systems and Applications, 6 - 10 July 2015

A Graph-Based Concept Discovery Method for n-Ary Relations

17th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK), Valencia, Spain, 1 - 04 September 2015, vol.9263, pp.391-402 identifier identifier

Books & Book Chapters

Graph-Based Concept Discovery

in: Encyclopedia of Information Science and Technology, Fourth Edition, Mehdi Khosrow-Pour, D.B.A., Editor, IGI Global, 2018

A Graph-Based Concept Discovery Method for n-Ary Relations

in: Big Data Analytics and Knowledge Discovery, Sanjay Madria, Takahiro Hara:, Editor, Springer International Publishing, pp.391-402, 2015

Expert Reports