Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Candidate sentence selection for extractive text summarization

INFORMATION PROCESSING & MANAGEMENT, vol.57, no.6, 2020 (SCI-Expanded) identifier identifier

Term evaluation metrics in imbalanced text categorization

NATURAL LANGUAGE ENGINEERING, vol.26, no.1, pp.31-47, 2020 (SCI-Expanded) identifier identifier

A time-based global path planning strategy for crowd navigation

COMPUTER ANIMATION AND VIRTUAL WORLDS, vol.30, no.2, 2019 (SCI-Expanded) identifier identifier

Iterative software fault prediction with a hybrid approach

APPLIED SOFT COMPUTING, vol.49, pp.1020-1033, 2016 (SCI-Expanded) identifier identifier

A comparison of some soft computing methods for software fault prediction

EXPERT SYSTEMS WITH APPLICATIONS, vol.42, no.4, pp.1872-1879, 2015 (SCI-Expanded) identifier identifier

Daily streamflow prediction by ANFIS modeling: Application to Lower Zamanti Karst Basin, Turkey

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, vol.23, no.6, pp.305-311, 2012 (SCI-Expanded) Sustainable Development identifier identifier

Semantic information retrieval on the web

ADVANCES IN INFORMATION SYSTEMS, PROCEEDINGS, vol.4243, pp.158-167, 2006 (SCI-Expanded) identifier identifier

Articles Published in Other Journals

Refereed Congress / Symposium Publications in Proceedings

Small and Unbalanced Data Set Problem in Classification

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


7th IEEE Palestinian International Conference on Electrical and Computer Engineering (PICECE), Gaza, Palestine, 26 - 27 March 2019 Creative Commons License identifier identifier

HUMIR at IEST-2018: Lexicon-Sensitive and Left-Right Context-Sensitive BiLSTM for Implicit Emotion Recognition

9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Brussels, Belgium, 31 October - 01 November 2018, pp.182-188

End-to-End Hierarchical Fuzzy Inference Solution

IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Rio de Janeiro, Brazil, 8 - 13 July 2018 identifier identifier

Differentiations in Hierarchical Fuzzy Systems

6th World Conference on Soft Computing, California, United States Of America, 22 - 25 May 2016, vol.361, pp.361-379 identifier

Automatic Rule Generation of Fuzzy Systems: A Comparative Assessment on Software Defect Prediction

3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia And Herzegovina, 20 - 23 September 2018, pp.209-214 identifier identifier

Determining of Discriminative Blog Size for Authorship Attribution on the Turkish Texts

6th International Symposium on Digital Forensic and Security (ISDFS), Antalya, Turkey, 22 - 25 March 2018, pp.319-323 identifier identifier

Effect of Rule Evaluation in Hierarchical Systems A Benchmark on XOR Gate

The 4th International Fuzzy Systems Symposium, 5 - 06 November 2015, pp.58-62

A comprehensive approach for medium scale landslide risk assessment

The 17th Annual Conference of theInternational Association for Mathematical Geosciences, 5 - 13 October 2015

Consequences of Structural Differences Between Hierarchical Systems While Fuzzy Inference

13th International Work-Conference on Artificial Neural Networks (IWANN), Palma de Mallorca, Spain, 10 - 12 June 2015, vol.9094, pp.549-560 identifier identifier


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

Assessment of feature selection metrics for sentiment analyses Turkish movie reviews

International Conference on Data Mining, Lisbon, Portugal, 14 - 17 July 2014 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

Books & Book Chapters

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