Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Articles Published in Other Journals

Refereed Congress / Symposium Publications in Proceedings

Utilization and Comparision of Convolutional Neural Networks in Malware Recognition

27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, 24 - 26 April 2019 identifier identifier

Phish-IRIS: A New Approach for Vision Based Brand Prediction of Phishing Web Pages via Compact Visual Descriptors

2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Kizilcahamam, Turkey, 19 - 21 October 2018, pp.176-183 Creative Commons License Sustainable Development identifier identifier

Use of HOG Descriptors in Phishing Detection

4th International Symposium on Digital Forensic and Security (ISDFS), Arkansas, United States Of America, 25 - 27 April 2016, pp.148-153 identifier identifier


MACHINE LEARNING AND DATA MINING IN PATTERN RECOGNITION, MLDM 2014, Lizbon, 15 - 17 July 2014, pp.39-46 identifier

ADEM An Online Decision Tree Based Menu Demand Prediction Tool for Food Courts

4th International Conference on Food Engineering and Biotechnology, Kopenhag, Denmark, 17 January 2013, vol.43 Creative Commons License

Epesus: A developing web based energy & material flow analysis tool for eco-industrial parks

IADIS Int. Conf., ISPCM 2012, IADIS Int. Conf. , TPMC 2012, IADIS , IAR 2012, Part of the IADIS Multi Conf. on Computer Science and Information Systems 2012, MCCSIS 2012, Lisbon, Portugal, 17 - 19 July 2012, pp.122-126 identifier

Predicting food demand in food courts by decision tree approaches

1st World Conference on Information Technology (WCIT), İstanbul, Turkey, 6 - 10 October 2010, vol.3 identifier identifier

A three-tiered web based exploration and reporting tool for data mining

IADIS Int. Conf. Intelligent Systems and Agents 2010,ISA, IADIS European Conference on Data Mining 2010,DM, Part of the MCCSIS 2010, Freiburg, Germany, 28 - 31 July 2010, pp.107-111 identifier

Books & Book Chapters

SimiLay: A Developing Web Page Layout Based Visual Similarity Search Engine

in: Machine Learning and Data Mining in Pattern Recognition, Petra Perner, Editor, Springer-Verlag , Berlin, pp.457-470, 2014 Creative Commons License

Identification of User Patterns in Social Networks by Data Mining Techniques: Facebook Case

in: Technological Convergence and Social Networks in Information Management, Kurbanoğlu Serap, Al Umut, Editor, Springer Berlin Heidelberg, Berlin, pp.145-153, 2010