ATİLLA ÖZMEN

Doç. Dr. ATİLLA ÖZMEN

D BLOK 1. KAT 205

+90 (212) 5336532 - 1408

Eğitim

Doktora

İSTANBUL ÜNİVERSİTESİ
Elektrik-Elektronik Mühendisliği

Yüksek Lisans

İSTANBUL ÜNİVERSİTESİ
Elektrik-Elektronik Mühendisliği

Lisans

İSTANBUL ÜNİVERSİTESİ
Elektrik-Elektronik Mühendisliği

Araştırma Alanları

  • İşaret İşleme
  • Görüntü İşleme
  • Yapay Sinir Ağları

İş Deneyimi

2005 / Devam Eden Yrd. Doç. Dr., Öğretim Görevlisi
Kadir Has Üniversitesi

1994 / 2005 Araştırma Görevlisi
İstanbul Üniversitesi

Yayınlar

  • Gilik, Aysenur; Ogrenci, Arif Selcuk; Ozmen, Atilla (2022), "Air quality prediction using CNN+LSTM-based hybrid deep learning architecture", Environmental Science and Pollution Research, Vol.29, No.8, 11920-11938 DOI: 10.1007/s11356-021-16227-w
  • Bekri, Sezin; Özmen, Dilek; Türkmenoğlu, Aykut; Özmen, Atilla (2021), "Application of deep neural network (DNN) for experimental liquid-liquid equilibrium data of water + butyric acid + 5-methyl-2-hexanone ternary systems", Fluid Phase Equilibria, Vol.544-545, DOI: 10.1016/j.fluid.2021.113094
  • Senol, Habib; Bin Tahir, Abdur Rehman; Özmen, Atilla (2021), "Artificial neural network based estimation of sparse multipath channels in OFDM systems", Telecommunication Systems, Vol.77, No.1, 231-240 DOI: 10.1007/s11235-021-00754-5
  • Türker, Mehmet Nasuhcan; Çagan, Yagiz Can; Yildirim, Batuhan; Demirel, Mücahit; Özmen, Atilla; Tander, Baran; Çevik, Mesut (2020), "Smart Stethoscope", TIPTEKNO 2020 - Tip Teknolojileri Kongresi - 2020 Medical Technologies Congress, TIPTEKNO 2020, DOI: 10.1109/TIPTEKNO50054.2020.9299229
  • Cicek, Gulay; Ozmen, Atilla; Akan, Aydin (2019), "The effect of data augmentation on ADHD diagnostic model using deep learning", TIPTEKNO 2019 - Tip Teknolojileri Kongresi, DOI: 10.1109/TIPTEKNO.2019.8895056
  • Albayrak, Batuhan; Darici, Muazzez Buket; Kiraci, Furkan; Oǧrenci, Arif Selçuk; Ozmen, Atilla; Ertez, Kerem (2018), "Sickle Cell Anemia Detection", 2018 Medical Technologies National Congress, TIPTEKNO 2018, DOI: 10.1109/TIPTEKNO.2018.8597092
  • Tander, Baran; Ozmen, Atilla; Ozden, Ender (2018), "Mobile Application Development for the Estimation of Recurrence in Post-Operative Kidney Cancer Cases", 2018 Medical Technologies National Congress, TIPTEKNO 2018, DOI: 10.1109/TIPTEKNO.2018.8596779
  • Őzmen, Atilla; Şenol, Habib (2018), "Channel Estimation for Realistic Indoor Optical Wireless Communication in ACO-OFDM Systems", Wireless Personal Communications, Vol.102, No.1, 247-259 DOI: 10.1007/s11277-018-5837-8
  • Gilik, Aysenur; Demir, Kubilay; Ozmen, Atilla (2018), "RGB color based occupancy rate detection of indoor spaces", 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, 1-4 DOI: 10.1109/SIU.2018.8404780
  • Bekri, Sezin; Özmen, Dilek; Özmen, Atilla (2017), "Correlation of Experimental Liquid-Liquid Equilibrium Data for Ternary Systems Using NRTL and GMDH-Type Neural Network", Journal of Chemical and Engineering Data, Vol.62, No.6, 1797-1805 DOI: 10.1021/acs.jced.6b00985
  • Metin Özer, Hakan; Özmen, Atilla; Şenol, Habib (2017), "Bayesian estimation of discrete-time cellular neural network coefficients", Turkish Journal of Electrical Engineering and Computer Sciences, Vol.25, No.3, 2363-2374 DOI: 10.3906/elk-1510-87
  • Tander, Baran; Özmen, Atilla; Özden, Ender (2016), "Neural network design for the recurrence prediction of post-operative non-metastatic kidney cancer patients", ELECO 2015 - 9th International Conference on Electrical and Electronics Engineering, 162-165 DOI: 10.1109/ELECO.2015.7394627
  • Tander, Baran; Özmen, Atilla (2015), "Amplitude and Frequency Modulations with Cellular Neural Networks", Neural Processing Letters, Vol.41, No.2, 259-272 DOI: 10.1007/s11063-014-9344-y
  • Özmen, Atilla (2014), "Correlation of ternary liquid-liquid equilibrium data using neural network-based activity coefficient model", Neural Computing and Applications, Vol.24, No.2, 339-346 DOI: 10.1007/s00521-012-1227-4
  • Tander, Baran; Özmen, Atilla (2012), "Amplitude and frequency modulation behaviours of cellular neural networks", INISTA 2012 - International Symposium on INnovations in Intelligent SysTems and Applications, DOI: 10.1109/INISTA.2012.6246965
  • Baktir, Selçuk; Güçlüoǧlu, Tansal; Özmen, Atilla; Alsan, Hüseyin Fuat; Macit, Mustafa Can (2012), "Detection of Trojans in integrated circuits", INISTA 2012 - International Symposium on INnovations in Intelligent SysTems and Applications, DOI: 10.1109/INISTA.2012.6246941
  • Şengül, Metin; Özmen, Atilla (2012), "Genetic algorithm based broadband equalizer design with ripple level control", INISTA 2012 - International Symposium on INnovations in Intelligent SysTems and Applications, DOI: 10.1109/INISTA.2012.6246969
  • Sengul, Metin; Özmen, Atilla (2011), "Realization of ideal filter characteristics via genetic algorithm", ELECO 2011 - 7th International Conference on Electrical and Electronics Engineering,
  • Özmen, Atilla; Tander, Baran; Başkan, Murat (2011), "Real time detection and classification of age range smart signs at TV broadcast", 2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011, 383-386 DOI: 10.1109/SIU.2011.5929668
  • Özmen, Atilla; Tander, Baran (2010), "Channel equalization with cellular neural networks", Proceedings of the Mediterranean Electrotechnical Conference - MELECON, 1597-1599 DOI: 10.1109/MELCON.2010.5476301
  • Tander, Baran; Özmen, Atilla; Özcelep, Yasin (2010), "Design and implementation of a negative feedback oscillator circuit based on a Cellular Neural Network with an Opposite Sign Template", WSEAS Transactions on Circuits and Systems, Vol.9, No.1, 60-69
  • Tander, Baran; Özmen, Atilla (2007), "Analytical approaches for the amplitude and frequency computations in the astable cellular neural networks with opposite sign templates", 2007 IEEE 15th Signal Processing and Communications Applications, SIU, DOI: 10.1109/SIU.2007.4298648
  • Özmen, A.; Çehreli, S. (2006), "UNIFAC application to water-1-propanol-n-amyl alcohol and n-amyl acetate ternaries", CHISA 2006 - 17th International Congress of Chemical and Process Engineering,
  • Özmen, D.; Özmen, A. (2006), "Liquid-liquid equilibria of water+propionic acid+solvent ternaries at 298.2 K", CHISA 2006 - 17th International Congress of Chemical and Process Engineering,
  • Özmen, Atilla; Tander, Barem (2006), "A numerical method for frequency determination in the astable cellular neural networks with opposite-sign templates", 2006 IEEE 14th Signal Processing and Communications Applications Conference, Vol.2006, DOI: 10.1109/SIU.2006.1659719
  • Özmen, Atilla; Erdoǧan, Didem; Uçan, Osman N.; Albora, A. Muhittin (2005), "Fault estimation of Trakya and Marmara Sea regions using 2D Gabor filtering", Proceedings of the IEEE 13th Signal Processing and Communications Applications Conference, SIU 2005, Vol.2005, 530-532 DOI: 10.1109/SIU.2005.1567738
  • Ozmen, Atilla; Akman, Emir Tufan (2002), "Edge detection using steerable filters and CNN", European Signal Processing Conference, Vol.2002-March,
  • Albora, A. Muhittin; Ucan, Osman N.; Ozmen, Atilla; Ozkan, Tulay (2001), "Separation of Bouguer anomaly map using cellular neural network", Journal of Applied Geophysics, Vol.46, No.2, 129-142 DOI: 10.1016/S0926-9851(01)00033-7
  • Albora, A. M.; Özmen, A.; Uçan, O. N. (2001), "Residual separation of magnetic fields using a cellular neural network approach", Pure and Applied Geophysics, Vol.158, No.9-10, 1797-1818 DOI: 10.1007/PL00001244
  • Uçan, O. N.; Sen, B.; Albora, M. A.; Özmen, A. (2000), "A New Approach to Gravity Anomaly Separation: Differential Markov Random Field (DMRF)", Electronic Geosciences, Vol.5, DOI: 10.1007/s10069-000-0001-4
  • Ugur, M.; Ucan, O. N.; Kuntman, A.; Ozmen, A.; Merev, A. (1999), "Analysing the 2-D surface tracking patterns by using cellular neural networks", Conference on Electrical Insulation and Dielectric Phenomena (CEIDP), Annual Report, Vol.1, 154-157

Projeler

Proje AdıGöreviProje TürüFon KuruluşuProje Tarihleri
Tam Çift Yönlü 5G OFDM Haberleşme Sistemleri için Kanal Kestirim Algoritmaları TasarımıAraştırmacıUlusal ProjeTÜBİTAK ARDEB15.11.2021
15.11.2023

Verilen Dersler

Ders AdıDers KoduDönem
Sinyaller ve SistemlerEEE3072022/23 Güz
Sinyaller ve SistemlerEE371*22022/23 Güz
MikrodenetleyicilerEEE3052022/23 Güz