FUAT KAAN MİRZA

Araş. Gör.
 FUAT KAAN MİRZA

+90 (212) 533 65 32 / 1413

[email protected]

Google Scholar

ORCID

Eğitim

Doktora

KADİR HAS ÜNİVERSİTESİ
Elektronik Mühendisliği

Lisans

KADİR HAS ÜNİVERSİTESİ
Elektrik-Elektronik Mühendisliği

Lisans

KADİR HAS ÜNİVERSİTESİ
Bilgisayar Mühendisliği

Araştırma Alanları

  • Nonlinear Signal Processing
  • Computational Intelligence

İş Deneyimi

Yayınlar

  • "Stock price forecasting through symbolic dynamics and state transition graphs with a convolutional recurrent neural network architecture",
    Mirza, Fuat Kaan; Pekcan, Önder; Hekimoğlu, Mustafa; Baykaş, Tunçer; , Neural Computing and Applications, (2025) DOI: 10.1007/s00521-025-11325-z
  • "Decoding rhythmic complexity: A nonlinear dynamics approach via visibility graphs for classifying asymmetrical rhythmic frameworks of Turkish classical music",
    Mirza, Fuat Kaan; Baykaş, Tunçer; Hekimoğlu, Mustafa; Pekcan, Önder; Tunçay, Gönül Paçacı; , Applied Mathematics and Computation, (2025) Vol.507, DOI: 10.1016/j.amc.2025.129565
  • "A Novel Multiscale Graph Signal Processing and Network Dynamics Approach to Vibration Analysis for Stone Size Discrimination via Nonlinear Manifold Embeddings and a Convolutional Self-Attention Model",
    Mirza, Fuat Kaan; Öz, Usame; Hekimoğlu, Mustafa; Aydemir, Mehmet Timur; Pural, Yusuf Enes; Baykaş, Tunçer; Pekcan, Önder; , Rock Mechanics and Rock Engineering, (2025) DOI: 10.1007/s00603-025-04779-z
  • "Decoding compositional complexity: Identifying composers using a model fusion-based approach with nonlinear signal processing and chaotic dynamics",
    Mirza, Fuat Kaan; Baykaş, Tunçer; Hekimoğlu, Mustafa; Pekcan, Önder; Tunçay, Gönül Paçacı; , Chaos, Solitons and Fractals, (2024) Vol.187, DOI: 10.1016/j.chaos.2024.115450
  • "Residual LSTM neural network for time dependent consecutive pitch string recognition from spectrograms: a study on Turkish classical music makams",
    Mirza, Fuat Kaan; Gürsoy, Ahmet Fazıl; Baykaş, Tunçer; Hekimoğlu, Mustafa; Pekcan, Önder; , Multimedia Tools and Applications, (2024) Vol.83, No.14, 41243-41271 DOI: 10.1007/s11042-023-17105-y
  • "Using Hybrid Approaches for Credit Application Scoring",
    Mirza, Fuat Kaan; Ogrenci, Arif Selcuk; , IEEE 23rd International Symposium on Computational Intelligence and Informatics, CINTI 2023 - Proceedings, (2023) 111-116 DOI: 10.1109/CINTI59972.2023.10382025