Kaya Oğuz

Kaya Oğuz, PhD

Assistant Professor
Department of Computer Engineering


Office: A209
Phone: +90 232 488 82 89
Email: kaya.oguz(a)ieu.edu.tr
Office Hours for Fall 2018/19: Monday, 09:00-10:00; Thursday, 14:00-15:00


Academic Profiles: ORCID · Scopus · DBLP · Mendeley · Google Scholar · IEU Dir.
Collaborations: GAIR Lab · SoCAT Lab
Personal Links: Home · GitHub · Twitter


Courses (Fall 2018/2019)

The course materials are on the Blackboard system.

  • FENG497 - Senior Project
  • CE215 - Discrete Structures in Computer Science
  • SE302 - Principles of Software Engineering


Current Research

  • Graph Theory
  • Procedural Content Generation in Computer Games
  • Medical Image Processing
  • Software and Computer Engineering Education


Projects

  • Ongoing, Researcher, TÜBİTAK 1001, "Hafif Bilişsel Bozukluk Tanısı Alan Bireylerin Default Mode, Kısa Süreli Bellek Kayıt ve Geri Çağırma ile İlişkili Nöral Bileşenlerinin Erken Alzheimer Hastaları ile Onların Sağlıklı Kardeşleri ve Kontroller ile Karşılaştırılması," 2015


Graduate Theses

  • Cemre Candemir, PhD, Co-advisor, "Çok Katılımcılı Sosyal Destek fMRI Çalışmalarında Değişim Noktası Tahminleme", Ege University, International Computer Institute, Completed, September 2018.
  • Berkehan Akçay, PhD, "Context Based Emotion Recognition from Speech for Enhancing Human Computer Interaction", Ongoing
  • Gani Rahmon, M.Sc., "Evaluation of Procedurally Generated Terrains via Artificial and Convolutional Neural Networks," Completed, July 2018.
  • Kasım Muratoğlu, M.Sc., "Assessment of Team Projects in Computer and Software Engineering Education", Ongoing
  • Melek Büşra Temuçin, M.Sc., Co-advisor, "Procedural City Generation using Cellular Automata", Ege University, International Computer Institute, Ongoing.


Publications & Conferences

  • Temuçin, M.B., Oğuz, K., 2018. "Procedural City Generation Using Cellular Automata." Eurasiagraphics 2017 Conference Proceedings, Published November 2018, ISBN: 978-605-2263-37-2
  • Turk, S., Oguz, K., Kitis, O., Calli, C., Eraslan, C., Orman, M., Akalin, T., Yurtseven, T., 2018. "Machine Learning Based Radiomics for Glial Tumor Classification." Radiological Society of North America 2018 Scientific Assembly and Annual Meeting, November 25 - November 30, 2018, Chicago IL. http://archive.rsna.org/2018/18023089.html
  • Candemir, C., Oguz, K., Özkul, B., Gönül, A.S., Selver, A., Korukoğlu, S., 2018, "Fonksiyonel MR Görüntülerinden Aktivasyon Bölgelerinin Belirlenmesinde Kontrast Vektör Analizi: Sosyal Destek Deneyi Uygulaması", 11. Tıp Bilişimi Kongresi, 16-17 Kasım 2018, Ankara
  • Akay, A.P., Kaya, G.Ç., Kose, S., Yazıcıoğlu, Ç.E., Erkuran, H.Ö., Güney, S.A., Oğuz, K., Keskin, D., Baykara, B., Emiroğlu, N.İ., Eren, M.Ş., Kızıldağ, S., Ertay, T., Özsoylu, D., Miral, S., Durak, H., Gönül, A.S., Rohde, L.A., 2018. "Genetic imaging study with [Tc-99m] TRODAT-1 SPECT in adolescents with ADHD using OROS-methylphenidate." Progress in Neuro-Psychopharmacology and Biological Psychiatry 86, 294–300. https://doi.org/10.1016/j.pnpbp.2018.04.008
  • Oguz, K., Canlıtürk, B., Kabar, C., Durukan, O., Özceylan, B., 2018. "Digital recognition and evaluation of the clock drawing test," in: 2018 26th Signal Processing and Communications Applications Conference (SIU), pp. 1–4. https://doi.org/10.1109/SIU.2018.8404220
  • Candemir, C., Oğuz, K., Korukoğlu, S., Gönül, A.S., 2018. "Detection and evaluation of activation instances as change points in functional MR images," in: 2018 26th Signal Processing and Communications Applications Conference (SIU), pp. 1–4. https://doi.org/10.1109/SIU.2018.8404273
  • Keskin Gökçelli D., Eroğlu S., Kızılateş G., Oğuz K., Hepdurgun C., İşman Haznedaroğlu D., Ercan M., Eraslan C., Kitiş Ö., Gönül A. S., 2018. "Major Depresif Olan Olgularda Duygu Yüklü İfadelerin Ödülle İlişkili İpucunu Öğrenmeye Etkisi," 22. Türk Psikiyatri Derneği Yıllık Toplantısı ve Klinik Eğitim Sempozyumu, Antalya, Türkiye, (Araştırmada Birincilik Ödülü)
  • Kızılateş G., Eroğlu S., Keskin Gökçelli D., Oğuz K., Eraslan C., Kitiş Ö.,Gönül A. S., 2018. "Çoklu İpucu Olasılıksal Öğrenme Görevi Sırasındaki Nöral Yapıların Graf Analizleri, 16. Ulusal Sinirbilim Kongresi, İstanbul, Türkiye, Mayıs 20-23
  • Gokcelli D. K., Eroglu S., Kizilates G., Oguz K., Kitis O., Gonul A. S., 2018. "The Effects of Emotion on Probabilistic Reward Learning in Major Depressive Disorder," Poster at Computational Neuroscience of Prediction, Copenhagen, Denmark
  • Korkmaz, İ., Oğuz, K., 2018. "Application of Neural Gas Networks to Object Detection," at: 4th International Conference on Engineering and Natural Sciences, Book Of Abstracts Of 4th International Conference On Engineering And Natural Sciences 442-442, ISBN: 978-605-67955-2-7.
  • Candemir, C., Oğuz, K., 2017. "A Comparative Study on Parameter Selection and Outlier Removal for Change Point Detection in Time Series," in: 2017 European Conference on Electrical Engineering and Computer Science (EECS). Presented at the 2017 European Conference on Electrical Engineering and Computer Science (EECS), pp. 218–224. https://doi.org/10.1109/EECS.2017.48.
  • Oguz, K., Gül, S., 2017. "Managing and evaluating team projects in software engineering education [Yazilim Mühendisligi Egitiminde Takim Projelerinin Yonetimi ve Degerlendirilmesi]," in: CEUR Workshop Proceedings. pp. 184–195, Presented at UYMS 2017. http://ceur-ws.org/Vol-1980/UYMS17_paper_43.pdf
  • Eroğlu S., Kızılateş G., Ercan M., Oğuz K., Gönül A. S., Kitiş Ö., 2017. "Geç Başlangıçlı Depresyon Hastaları ile Sağlıklı Kontrollerin Bellek Performanslarının fMRG ile Karşılaştırılması", Poster at 15. Ulusal Sinirbilim Kongresi, Sakarya, Türkiye
  • Simsek, F., Oguz, K., Kitis, O., Akan, S.T., Kempton, M.J., Gonul, A.S., 2017. "Neural activation during cognitive reappraisal in girls at high risk for depression." Progress in Neuro-Psychopharmacology and Biological Psychiatry 77, 49–56. https://doi.org/10.1016/j.pnpbp.2017.03.022
  • Bilgi, M.M., Taspinar, S., Aksoy, B., Oguz, K., Coburn, K., Gonul, A.S., 2017. "The relationship between childhood trauma, emotion recognition, and irritability in schizophrenia patients." Psychiatry Research 251, 90–96. https://doi.org/10.1016/j.psychres.2017.01.091
  • Oguz, K., Cinsdikici, M.G., Gonul, A.S., 2017. "Robust activation detection methods for real-time and offline fMRI analysis." Computer Methods and Programs in Biomedicine 144, 1–11. https://doi.org/10.1016/j.cmpb.2017.03.015
  • Ercan M., Eroğlu S., Kızılateş G., Bilgin S., Oğuz K., Kitiş Ö., Gönül A. S., 2016. "Geç Başlangıçlı Depresyon Hastaları ile Sağlıklı Kontrollerin Default Mode Network Aktivitesinin Karşılaştırılması", Poster at 14. Ulusal Sinirbilim Kongresi, Ankara, Türkiye
  • Dağdeviren, Z.A., Oğuz, K., Cinsdikici, M., 2015. "Automatic registration of structural brain MR images to MNI image space," in: 2015 23nd Signal Processing and Communications Applications Conference (SIU). pp. 359–362. https://doi.org/10.1109/SIU.2015.7129833
  • Biyik, U., Keskin, D., Oguz, K., Akdeniz, F., Gonul, A.S., 2015. "Facial emotion recognition in remitted depressed women." Asian Journal of Psychiatry 17, 111–113. https://doi.org/10.1016/j.ajp.2015.08.001
  • Dagdeviren, Z.A., Oguz, K., Cinsdikici, M.G., 2014. "Three techniques for automatic extraction of corpus callosum in structural midsagittal brain MR images: Valley Matching, Evolutionary Corpus Callosum Detection and Hybrid method." Engineering Applications of Artificial Intelligence 31, 101–115. https://doi.org/10.1016/j.engappai.2013.10.004
  • Simsek, F., Oguz, K., Akan, S., Isman, D.H., Acikel, D., Kitis, O., Cetinkalp, S., Eker, M., Coburn, K., Gonul, A., 2013. "P.2.b.032 Neural correlates of emotion regulation response to negative stimuli in young women at high risk for depression." European Neuropsychopharmacology 23, S337–S338. https://doi.org/10.1016/S0924-977X(13)70531-5
  • Kitis, O., Ozalay, O., Zengin, E.B., Haznedaroglu, D., Eker, M.C., Yalvac, D., Oguz, K., Coburn, K., Gonul, A.S., 2012. "Reduced left uncinate fasciculus fractional anisotropy in deficit schizophrenia but not in non-deficit schizophrenia." Psychiatry and Clinical Neurosciences 66, 34–43. https://doi.org/doi:10.1111/j.1440-1819.2011.02293.x
  • Oğuz, K., 2010. "Bilgisayar Oyunlarında Kalabalıkların Hızlı Çizimi." Anadolu Üniversitesi Bilim ve Teknoloji Dergisi A - Uygulamalı Bilimler ve Mühendislik 11, 23–33.
  • Unluturk, M.S., Oguz, K., Atay, C., 2009. "Emotion Recognition Using Neural Networks," in: Proceedings of the 10th WSEAS International Conference on Neural Networks, NN’09. World Scientific and Engineering Academy and Society (WSEAS), Prague, Czech Republic, pp. 82–85.
  • Unluturk, M.S., Oguz, K., Atay, C., 2009. "A Comparison of Neural Networks for Real-time Emotion Recognition from Speech Signals." WSEAS Trans. Sig. Proc. 5, 116–125.


Kaya Oğuz © 2018