ATİLLA ÖZMEN

Doç. Dr. ATİLLA ÖZMEN

D BLOK 1. KAT 205

+90 (212) 5336532 - 1408

CV

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 Adı Görevi Proje Türü Fon Kuruluşu Proje Tarihleri
Tam Çift Yönlü 5G OFDM Haberleşme Sistemleri için Kanal Kestirim Algoritmaları Tasarımı Araştırmacı Ulusal Proje TÜBİTAK ARDEB 15.11.2021
15.11.2023

Verilen Dersler

Ders Adı Ders Kodu Dönem
Sinyaller ve Sistemler EEE307 2022/23 Güz
Sinyaller ve Sistemler EE371*2 2022/23 Güz
Mikrodenetleyiciler EEE305 2022/23 Güz