Merve Ayyüce Kizrak

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Merve Ayyüce Kizrak

Res. Assist.

Calculated based on number of publications stored in Pure and citations from Scopus
20112022

Research activity per year

  • 10 Conference contribution
  • 3 Chapter
  • 2 Article
  • 1 Conference article

Search results

  • 2022

    Privacy-Preserving Mechanisms with Explainability in Assistive AI Technologies

    Müftüoğlu, Z., Kızrak, M. A. & Yıldırım, T., 2022, Learning and Analytics in Intelligent Systems. Springer Nature, p. 287-309 23 p. (Learning and Analytics in Intelligent Systems; vol. 28).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    2 Citations (Scopus)
  • 2021

    Crowd Density Estimation by Using Attention Based Capsule Network and Multi-Column CNN

    Kizrak, M. A. & Bolat, B., 2021, In: IEEE Access. 9, p. 75435-75445 11 p., 9433545.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    4 Citations (Scopus)

  • Data sharing and privacy issues arising with COVID-19 data and applications

    Müftüoğlu, Z., Kızrak, M. A. & Yıldırım, T., 1 Jan 2021, Data Science for COVID-19: Volume 2: Societal and Medical Perspectives. Elsevier, p. 61-75 15 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    Open Access
    2 Citations (Scopus)

  • Limitations and challenges on the diagnosis of COVID-19 using radiology images and deep learning

    Kızrak, M. A., Müftüoğlu, Z. & Yıldırım, T., 1 Jan 2021, Data Science for COVID-19 Volume 1: Computational Perspectives. Elsevier, p. 91-115 25 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    5 Citations (Scopus)
  • 2020

    Differential Privacy Practice on Diagnosis of COVID-19 Radiology Imaging Using EfficientNet

    Muftuoglu, Z., Kizrak, M. A. & Yildlnm, T., Aug 2020, INISTA 2020 - 2020 International Conference on INnovations in Intelligent SysTems and Applications, Proceedings. Ivanovic, M., Yildirim, T., Trajcevski, G., Badica, C., Bellatreche, L., Kotenko, I., Badica, A., Erkmen, B. & Savic, M. (eds.). Institute of Electrical and Electronics Engineers Inc., 9194651. (INISTA 2020 - 2020 International Conference on INnovations in Intelligent SysTems and Applications, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    17 Citations (Scopus)
  • 2019

    Deep and Wide Convolutional Neural Network Model for Highly Dense Crowd

    Kizrak, M. A. & Bolat, B., Oct 2019, Proceedings - 2019 Innovations in Intelligent Systems and Applications Conference, ASYU 2019. Institute of Electrical and Electronics Engineers Inc., 8946395. (Proceedings - 2019 Innovations in Intelligent Systems and Applications Conference, ASYU 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Törkçe Haber Metinleri için Oylama Temelli Çoklu Siniflandirma Yaklaşimi

    Translated title of the contribution: Voting-Based Multiple Classification Approach for Turkish News TextsBuluz, B., Komecoglu, Y. & Kizrak, M. A., Oct 2019, Proceedings - 2019 Innovations in Intelligent Systems and Applications Conference, ASYU 2019. Institute of Electrical and Electronics Engineers Inc., 8946333. (Proceedings - 2019 Innovations in Intelligent Systems and Applications Conference, ASYU 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2018

    Kapsül Aglari ile Isaret Dili Tanima

    Translated title of the contribution: Recognition of sign language using capsule networksBeser, F., Kizrak, M. A., Bolat, B. & Yildirim, T., 5 Jul 2018, 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p. (26th IEEE Signal Processing and Communications Applications Conference, SIU 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    29 Citations (Scopus)

  • RecycleNet: Intelligent Waste Sorting Using Deep Neural Networks

    Bircanoglu, C., Atay, M., Beser, F., Genc, O. & Kizrak, M. A., 14 Sept 2018, 2018 IEEE (SMC) International Conference on Innovations in Intelligent Systems and Applications, INISTA 2018. Angelov, P., Yildirim, T., Iliadis, L. & Manolopoulos, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., 8466276. (2018 IEEE (SMC) International Conference on Innovations in Intelligent Systems and Applications, INISTA 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    146 Citations (Scopus)
  • 2017

    A musical information retrieval system for Classical Turkish Music makams

    Klzrak, M. A. & Bolat, B., 1 Sept 2017, In: Simulation. 93, 9, p. 749-757 9 p.

    Research output: Contribution to journal › Article › peer-review

    13 Citations (Scopus)

  • A novel approach for people counting and tracking from crowd video

    Sagun, M. A. K. & Bolat, B., 3 Aug 2017, Proceedings - 2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2017. Yildirim, T., Czarnowski, I. & Jedrzejowicz, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 277-281 5 p. 8001170. (Proceedings - 2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2017).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Citations (Scopus)
  • 2016

    Classification of classic Turkish music makams by using deep belief networks

    Sagun, M. A. K. & Bolat, B., 19 Sept 2016, Proceedings of the 2016 International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2016. Yuldirim, T., Cosulschi, M., Florea, A. M., Badica, C. & Koprinkova-Hristova, P. (eds.). Institute of Electrical and Electronics Engineers Inc., 7571850. (Proceedings of the 2016 International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Citations (Scopus)
  • 2015

    Klasik Türk Müziʇi Makamlarinin Derin Anlama Aʇlari ile Siniflandirilmasi

    Translated title of the contribution: Classification of Classic Turkish Music Makams by using Deep Belief NetworksKizrak, M. A. & Bolat, B., 19 Jun 2015, 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 527-530 4 p. 7129877. (2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Citations (Scopus)
  • 2014

    Classification of classic Turkish music makams

    Kizrak, M. A., Bayram, K. S. & Bolat, B., 2014, INISTA 2014 - IEEE International Symposium on Innovations in Intelligent Systems and Applications, Proceedings. IEEE Computer Society, p. 394-397 4 p. 6873650. (INISTA 2014 - IEEE International Symposium on Innovations in Intelligent Systems and Applications, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Citations (Scopus)
  • 2013

    Classification of EEG signals by using support vector machines

    Bayram, K. S., Kizrak, M. A. & Bolat, B., 2013, 2013 IEEE International Symposium on Innovations in Intelligent Systems and Applications, IEEE INISTA 2013. 6577636. (2013 IEEE International Symposium on Innovations in Intelligent Systems and Applications, IEEE INISTA 2013).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    23 Citations (Scopus)
  • 2011

    A new median filter based fingerprint recognition algorithm

    Kizrak, A. M. & Özen, F., 2011, In: Procedia Computer Science. 3, p. 859-865 7 p.

    Research output: Contribution to journal › Conference article › peer-review

    Open Access
    11 Citations (Scopus)
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