Akademik Yayınlarımız

Varan, M., Yatkınoğlu, A., Toprak, A.G., Soygazi, F. and Mocan, B., 2024. Fenomen-hedef kitle eşleştirmesinin otomatikleştirilmesi: Sosyal medya gönderilerinin sınıflandırılması ile reklama yönelik hedef kitle analizi. Journal of Intelligent Systems: Theory and Applications, 7(2), pp.159-173.
Ulusal Dergi Makalesi  •  2024

Mercan, O.B., Cepni, S., Tasar, D.E. and Ozan, S., 2023. Performance comparison of pre-trained models for speech-to-text in Turkish: Whisper-small and Wav2Vec2-XLS-R-300M. arXiv preprint arXiv:2307.04765.
Ulusal Dergi Makalesi  •  2023

Çepni, S., Toprak, A.G., Yatkınoğlu, A., Mercan, Ö.B. and Ozan, Ş., 2023. Performance evaluation of a pretrained BERT Model for automatic text classification. Journal of Artificial Intelligence and Data Science, 3(1), pp.27-35.
Ulusal Dergi Makalesi  •  2023

Karataş, A.F., Mercan, Ö.B., Özdil, U. and Ozan, Ş., 2023. Çağrı merkezlerinde olumsuzluk içeren çağrıların evrişimsel sinir ağları ile tespiti. Bilişim Teknolojileri Dergisi, 16(1), pp.13-19.
Ulusal Dergi Makalesi  •  2023

Iheme, L.O. and Ozan, Ş., 2022. A novel semi-supervised framework for call center agent malpractice detection via neural feature learning. Expert Systems with Applications, 208, p.118173.
Ulusal Dergi Makalesi  •  2022

Taşar, D.E., Ozan, Ş., Kutal, S., Ölmez, O., Gülüm, S., Akca, F. and Belhan, C., 2021. Performance Trade-Off for Bert Based Multi-Domain Multilingual Chatbot Architectures. Journal of Artificial Intelligence and Data Science, 1(2), pp.144-149.
Ulusal Dergi Makalesi  •  2021

Ozan, Ş., Özdil, U., Taşar, D.E., Arslan, B. and Polat, G., 2021. BERT Modeli'nin Sınıflandırma Doğruluğunun Sıfır-Atış Öğrenmesi ile Artırılması. Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi, 14(2), pp.99-108.
Ulusal Dergi Makalesi  •  2021

Ş. Ozan , D. Taşar and U. Özdil , 'Deep Feature Generation for Author Identification', Celal Bayar University Journal of Science, vol. 17, no. 2, pp. 137-143, Jun. 2021, doi:10.18466/cbayarfbe.846016
Uluslararası Dergi Makalesi  •  2021

Tanyer, Ilker, Enver Tatlicioglu, and Erkan Zergeroglu. "Output tracking control of an aircraft subject to additive state dependent disturbance: an optimal control approach." Archives of Control Sciences (2021): 267-286.
Uluslararası Dergi Makalesi  •  2021

Ozan, Ş. Case studies on using natural language processing techniques in customer relationship management software. J Intell Inf Syst 56, 233–253 (2021).
Uluslararası Dergi Makalesi  •  2020

Tanyer, Ilker, Enver Tatlicioglu, and Erkan Zergeroglu. 'NEURAL Network Based Robust Control of an Aircraft.' International Journal of Robotics and Automation 35.1 (2020). Print.
Uluslararası Dergi Makalesi  •  2020

OZAN, Şükrü, and Şevket GÜMÜŞTEKİN. 'Reconstruction of Geometrical and Reflection Properties of Surfaces by Using Structured Light Imaging Technique.' TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES 26.6 (2018): 2847-858. Print.
Ulusal Dergi Makalesi  •  2018

Ilker Tanyer, Enver Tatlicioglu & Erkan Zergeroglu (2017) Model reference tracking control of an aircraft: a robust adaptive approach, International Journal of Systems Science, 48:7, 1428-1437, DOI: 10.1080/00207721.2016.1261200
Uluslararası Dergi Makalesi  •  2016

Tanyer, İ., Tatlıcıoğlu, E., Zergeroğlu, E., Deniz, M., Bayrak, A. and Özdemirel, B. (2016), Robust output tracking control of an unmanned aerial vehicle subject to additive state dependent disturbance. IET Control Theory Appl., 10: 1612-1619. https://doi.org/10.1049/iet-cta.2015.1304
Uluslararası Dergi Makalesi  •  2016

Ş. Ozan, Ş. Gümüştekin, 'Calibration of double stripe 3D laser scanner systems using planarity and orthogonality constraints', Digital Signal Processing, Volume 24, 2014, Pages 231-243, ISSN 1051-2004, https://doi.org/10.1016/j.dsp.2013.08.006.
Uluslararası Dergi Makalesi  •  2014

Ozan Ş., Gümüştekin Ş. (2011). Enhancing stereo matching performance by colour normalisation and specularity removal. Electronics Letters, 47(20), 1124. https://doi.org/10.1049/el.2011.1289
Uluslararası Dergi Makalesi  •  2011

Varan, M., Yatkınoğlu, A., Soygazi, F. and Mocan, B., 2025. SOSYAL MEDYADAKI SAHTE HESAPLARIN SINIFLANDIRILMASI: DENGESIZ VERI ÜZERINDE MODEL PERFORMANSI ANALIZI. As İzmir Kâtip Çelebi University Artificial In-telligence and Data Science Application and Re.
Ulusal Bildiri  •  2025

Varan M., Yatkinoglu A., Mocan B., 2024. Improving Digital Ad Performance: A Rule-Based Approach to Keyword Management and Bid Optimization. 2. International Scientific Research and Innovation Congress (UBAK),
Ulusal Bildiri  •  2024

Mercan, Ö.B., Özdil, U. and Ozan, Ş., 2022, May. Increasing performance in turkish by finetuning of multilingual speech-to-text model. In 2022 30th Signal Processing and Communications Applications Conference (SIU) (pp. 1-4). IEEE.
Ulusal Bildiri  •  2022

Taşar, D.E., Ozan, Ş., Akca, M.F., Ölmez, O., Gülüm, S., Kutal, S. and Belhan, C., 2021. Profitable Trade-Off Between Memory and Performance In Multi-Domain Chatbot Architectures. arXiv preprint arXiv:2111.03963.
Uluslararası Bildiri  •  2021

Taşar, D.E., Ozan, Ş., Özdil, U., Akca, M.F., Ölmez, O., Gülüm, S., Kutal, S. and Belhan, C., 2021, October. Auto-tagging of short conversational sentences using transformer methods. In 2021 innovations in intelligent systems and applications conference (ASYU) (pp. 1-6). IEEE.
Uluslararası Bildiri  •  2021

Güzel, B.E.K., Mocan, B., Arslan, B., Polat, G. and Kavuşan, T., 2021, September. Demographic targeting with epsilon-greedy exploration in digital advertising. In 2021 6th International Conference on Computer Science and Engineering (UBMK) (pp. 435-439). IEEE.
Uluslararası Bildiri  •  2021

Özdil, U., Arslan, B., Taşar, D.E., Polat, G. and Ozan, Ş., 2021, September. Ad text classification with bidirectional encoder representations. In 2021 6th international conference on computer science and engineering (UBMK) (pp. 169-173). IEEE.
Uluslararası Bildiri  •  2021

Ş. Ozan and D. E. Taşar, 'Auto-tagging of Short Conversational Sentences using Natural Language Processing Methods,' 2021 29th Signal Processing and Communications Applications Conference (SIU), 2021, pp. 1-4, doi: 10.1109/SIU53274.2021.9477994.
Uluslararası Bildiri  •  2021

L. O. Iheme and Ş. Ozan, 'Feature Selection for Anomaly Detection in Call Center Data,' 2019 11th International Conference on Electrical and Electronics Engineering (ELECO), Bursa, Turkey, 2019, pp. 926-929, doi: 10.23919/ELECO47770.2019.8990454.
Uluslararası Bildiri  •  2020

L. O. Iheme and Ş. Ozan, 'Multiclass Digital Audio Segmentation with MFCC Features using Naive Bayes and SVM Classifiers,' 2019 Innovations in Intelligent Systems and Applications Conference (ASYU), Izmir, Turkey, 2019, pp. 1-5, doi: 10.1109/ASYU48272.2019.8946441.
Ulusal Bildiri  •  2020

B. MOCAN, Ç. EROĞLU, A. TÜRKMEN and T. Ö. ÖZTÜRK, 'Developing a System that Analyzes Technical Infrastructure Problems of Web Sites with Big Data Applications,' 2019 Innovations in Intelligent Systems and Applications Conference (ASYU), Izmir, Turkey, 2019, pp. 1-5, doi: 10.1109/ASYU48272.2019.8946341.
Ulusal Bildiri  •  2020

B. Mocan, B. K. Pak, S. Y. Yoldaş and N. Baz, 'Design and Development of Bid Management System for Google AdWords,' 2019 4th International Conference on Computer Science and Engineering (UBMK), Samsun, Turkey, 2019, pp. 12-16, doi: 10.1109/UBMK.2019.8907112.
Ulusal Dergi Makalesi  •  2019

L. O. Iheme, Ş. Ozan and E. Akagündüz, 'Machine Learning-based Silence Detection in Call Center Telephone Conversations,' 2019 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 2019, pp. 1-4, doi: 10.1109/IDAP.2019.8875958.
Uluslararası Bildiri  •  2019

Ş. Ozan and L. O. Iheme, 'Analysis of Detected Silent Segments in Call Center Recordings,' 2019 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 2019, pp. 1-4, doi: 10.1109/IDAP.2019.8875904.
Uluslararası Bildiri  •  2019

İ. Düdük, O. Cambaz and Ş. Ozan,'Gezici Personelin Otomatik Rota Planlamasının Web Tabanlı Programlama Araçları ile Gerçekleştirilmesi - Implementing Automatic Route Planning for Field Workers by using Web Based Programming Tools,' 2019 International Designand Engineering Symposium, Izmır, Turkey, 2019
Uluslararası Bildiri  •  2019

B. K. Pak, B. Mocan, S. Y. Yoldaş and N. Baz, 'Development of Autonomous Intelligent System for Google Ads,' 2018 Thirteenth International Conference on Digital Information Management (ICDIM), Berlin, Germany, 2018, pp. 102-107, doi: 10.1109/ICDIM.2018.8847128.
Uluslararası Bildiri  •  2019

Ş. Ozan and L. O. Iheme, 'Artificial Neural Networks in Customer Segmentation,' 2019 27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, 2019, pp. 1-4, doi: 10.1109/SIU.2019.8806558.
Ulusal Bildiri  •  2019

B. Mocan, D. Kılınç, S. Y. Yoldaş İ. Karaşen B. Arslan, Ç. Özdil, 'Dijital Dönüşüm Süreçlerine Uyumlu, Seri Üretim Verilerini Raporlayan ve Analiz Eden Sistem Önerisi,' 1. International Symposium on Implementations of Digital Industry and Management of Digital Transformation 2019
2019

Ş. Ozan, 'A Case Study on Customer Segmentation by using Machine Learning Methods,' 2018 International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 2018, pp. 1-6, doi: 10.1109/IDAP.2018.8620892.
Uluslararası Bildiri  •  2019

S. Ozan, 'Increasing system performance in machine learning by using multiprocessing,' 2018 26th Signal Processing and Communications Applications Conference (SIU), Izmir, Turkey, 2018, pp. 1-4, doi: 10.1109/SIU.2018.8404280.
Ulusal Bildiri  •  2018

Ş. Ozan and Ş. Gümüştekin, 'Reconstruction of geometrical and reflectance properties of surfaces by using structured lighting,' 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015, pp. 244-247, doi: 10.1109/SIU.2015.7129805.
Ulusal Bildiri  •  2015

I. Tanyer, E. Tatlicioglu and E. Zergeroglu, 'Robust optimal tracking controller for UAVs,' National Conference of Turkish National Comitee of Automatic Control 2014
Ulusal Bildiri  •  2014

Tanyer, Ilker, Enver Tatlicioglu, and Erkan Zergeroglu. 'A Robust Adaptive Tracking Controller for an Aircraft with Uncertain Dynamical Terms.' IFAC Proceedings Volumes 47.3 (2014): 3202-207. Print.
Uluslararası Bildiri  •  2014

Ş. Ozan and Ş. Gümüştekin, 'Enhancing multiview 3D reconstruction using polarization imaging,' 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014, pp. 931-934, doi: 10.1109/SIU.2014.6830383.
Ulusal Bildiri  •  2014

I. Tanyer, E. Tatlicioglu and E. Zergeroglu, 'A robust dynamic inversion technique for asymptotic tracking control of an aircraft,' 2013 9th Asian Control Conference (ASCC), Istanbul, Turkey, 2013, pp. 1-6, doi: 10.1109/ASCC.2013.6606263.
Uluslararası Bildiri  •  2013

İ. Tanyer, E. Tatlıcıoğlu and E. Zergeroğlu, 'Robust tracking controller for UAVs,' 2013 21st Signal Processing and Communications Applications Conference (SIU), Haspolat, Turkey, 2013, pp. 1-4, doi: 10.1109/SIU.2013.6531434.
Ulusal Bildiri  •  2013

Ş. Ozan and Ş. Gümüştekin, 'Enhancing stereo matching performance by using polarization images,' 2013 21st Signal Processing and Communications Applications Conference (SIU), 2013, pp. 1-4, doi: 10.1109/SIU.2013.6531218.
Ulusal Bildiri  •  2013

Ş. Ozan and Ş. Gümüştekin, 'Calibration of a 3D environmet scanner with a pair of line lasers,' 2012 20th Signal Processing and Communications Applications Conference (SIU), 2012, pp. 1-4, doi: 10.1109/SIU.2012.6204468.
Ulusal Bildiri  •  2012

Ş. Ozan and Ş. Gümüştekin, 'Calibration of a 3D environmet scanner with a pair of line lasers,' 2012 20th Signal Processing and Communications Applications Conference (SIU), 2012, pp. 1-4, doi: 10.1109/SIU.2012.6204468.
Ulusal Bildiri  •  2012

Ş. Ozan and Ş. Gümüştekin, 'Estimation of scene illuminant chromaticity by using single image,' 2011 IEEE 19th Signal Processing and Communications Applications Conference (SIU), 2011, pp. 283-286, doi: 10.1109/SIU.2011.5929642.
Ulusal Bildiri  •  2011

Ş. Ozan and Ş. Gümüştekin, 'Efficient representation of measured BRDF data using Lafortune model,' 2010 IEEE 18th Signal Processing and Communications Applications Conference, 2010, pp. 684-687, doi: 10.1109/SIU.2010.5650225.
Ulusal Bildiri  •  2010

I. Tanyer, S. Ozen, C. Donmez and M. A. Altinkaya, 'Consistency analysis of Kalman Filter for Modal Analysis of Structures,' 2009 IEEE 17th Signal Processing and Communications Applications Conference, Antalya, Turkey, 2009, pp. 588-591, doi: 10.1109/SIU.2009.5136464.
Ulusal Bildiri  •  2009

Ozan Ş., Gümüştekin Ş. (2006) A Case Study on Logging Visual Activities: Chess Game. In: Savacı F.A. (eds) Artificial Intelligence and Neural Networks. TAINN 2005. Lecture Notes in Computer Science, vol 3949. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11803089_1
Ulusal Bildiri  •  2006

DİJİTAL PAZARLAMA OPTİMİZASYON SİSTEMİ
Ulusal Başvuru  •  18-10-2018  •  2018/15469