Publications & Works

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

Performance analysis of machine learning and deep learning classification methods for indoor localization in Internet of things environment

Turgut Z. , ÜSTEBAY S. , Aydin M. A. , Aydin G. Z. G. , Sertbaş A.
TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, vol.30, no.9, 2019 (Journal Indexed in SCI) Creative Commons License identifier identifier

İÇ MEKÂN KONUM TESPİTİNDE SİNYAL HARİTASININ KÜÇÜLTÜLMESİ VE PERFORMANS ANALİZİ

Üstebay S. , Gümüş E., Aydın M. A. , Sertbaş A.
Journal Of The Faculty Of Engineering And Architecture Of Gazi University, vol.32, no.4, pp.1131-1142, 2017 (Journal Indexed in SCI Expanded)

Signal map reduction for indoor localization and performance analysis

Ustebay S. , Gumus E., Aydin M. A. , Sertbas A.
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, vol.32, no.4, pp.1131-1141, 2017 (Journal Indexed in SCI) identifier identifier

Desing And Development Of A Home Media Sharing Application For W-Cdma Femto Cells

Üstebay S. , Amasyalı B., Aydın M. A.
ISTANBUL UNIVERSITY-JOURNAL OF ELECTRICAL AND ELECTRONICS ENGINEERING, vol.14, no.2, pp.1837-1842, 2014 (Journal Indexed in SSCI)

Articles Published in Other Journals

Customer Segmentation Based on Self-Organizing Maps: A Case Study on Airline Passengers

Üstebay S. , Yelmen İ., Zontul M.
JOURNAL OF AERONAUTICS AND SPACE TECHNOLOGIES, vol.13, no.2, pp.227-233, 2020 (International Refereed University Journal) Creative Commons License

Refereed Congress / Symposium Publications in Proceedings

Cyber Attack Detection by Using Neural Network Approaches: Shallow Neural Network, Deep Neural Network and AutoEncoder

ÜSTEBAY S. , Turgut Z. , AYDIN M.
26th International Conference on Computer Networks (CN), Kamien Slaski, Poland, 25 - 27 June 2019, vol.1039, pp.144-155 identifier identifier

Analysis of Device-Free and Device Dependent Signal Filtering Approaches for Indoor Localization Based on Earth's Magnetic Field System

ÜSTEBAY S. , Turgut Z. , Turna O. C. , AYDIN M., Atmaca T. B.
1st International Workshop on Digital Content and Smart Multimedia (DCSMart), Lviv, Ukraine, 23 - 25 December 2019, vol.2533, pp.1-13 identifier identifier

Deep Learning in Indoor Localization Using WiFi

Turgut Z. , Ustebay S. , Aydin G. Z. G. , Sertbas A.
1st International Telecommunications Conference (ITelCon), İstanbul, Turkey, 28 - 29 December 2017, vol.504, pp.101-110 identifier identifier

Phishing Analysis of Websites Using Classification Techniques

Aksu D., Turgut Z. , Ustebay S. , Aydin M. A.
1st International Telecommunications Conference (ITelCon), İstanbul, Turkey, 28 - 29 December 2017, vol.504, pp.251-258 identifier identifier

Intrusion Detection System with Recursive Feature Elimination by using Random Forest and Deep Learning Classifier

ÜSTEBAY S. , TURGUT Z., AYDIN M.
International Congress on Big Data, Deep Learning and Fighting Cyber ​​Terrorism- Accepted, Ankara, Turkey, 03 December 2018, pp.1

Intrusion Detection with Comparative Analysis of Supervised Learning Techniques and Fisher Score Feature Selection Algorithm

AKSU D., ÜSTEBAY S. , AYDIN M., ATMACA T.
32nd International Symposium on Computer and Information Sciences in Conjunction with the IFIP World Congress, Poznan, Poland, 17 September 2018, pp.141-149

Intrusion Detection System with Recursive Feature Elimination by using Random Forest and Deep Learning Classifier

ÜSTEBAY S. , Turgut Z. , Aydin M. A.
International Congress on Big Data, Deep Learning and Fighting Cyber Terrorism (IBIGDELFT), Ankara, Turkey, 3 - 04 December 2018, pp.71-76 identifier

A Comparative Analysis of N-Nearest Neighbors (N3) and Binned Nearest Neighbors (BNN) Algorithms for Indoor Localization

Ustebay S. , AYDIN M., Sertbas A., Atmaca T.
24th International Conference on Computer Networks (CN), Ladek Zdroj, Poland, 20 - 23 June 2017, vol.718, pp.81-90 identifier identifier

An Approach for Evaluating Performance of Magnetic-Field Based Indoor Positioning Systems: Neural Network

Ustebay S. , Yiner Z., AYDIN M., Sertbas A., Atmaca T.
24th International Conference on Computer Networks (CN), Ladek Zdroj, Poland, 20 - 23 June 2017, vol.718, pp.412-421 identifier identifier