Kaya Oğuz

Kaya Oğuz, PhD

Assistant Professor
Department of Computer Engineering

Academic Profiles
ORCID · Publons · Scopus · DBLP · Mendeley · Google Scholar · IEU APIS
Personal Links
Home · GitHub · Twitter
Collaborations
GAIR Lab · SoCAT Lab

 
Weekly Schedule for Fall 2019-2020
Hours Monday Tuesday Wednesday Thursday Friday
09:00 SE302 (C505) CE350 (MB202) Research Research Research
10:00 SE302 (C505) CE350 (MB202)
11:00 SE302 (C505) CE350 (MB202)
12:00 L U N C H   B R E A K
13:00     Research Research Senior Project: P.A.A. Team
14:00 Office Hours Office Hours Senior Project: Emotion Team
15:00 Özge Mutlu (MSc) Dünya Kılavuz (MSc) Berkehan Akçay (PhD)
16:00   Senior Project: AFM Team  
 
Contact Information

Office: A209
Phone: +90 232 488 82 89
Email: kaya.oguz(a)ieu.edu.tr (please consider using email instead of OASIS)
Office Hours: Mondays 14:00-15:00, Tuesdays 14:00-15:00

 
Graduate Theses
  • Berkehan Akçay, "Context Based Emotion Recognition from Speech for Enhancing Human Computer Interaction"
    PhD Ongoing
  • Özge Mutlu, "A Study on the Effects of Features for Classifiers in Speech Emotion Recognition"
    MSc Ongoing
  • Dünya Kılavuz, "Procedural Level and Mission Generation for Computer Games"
    MSc Ongoing
  • Kasım Muratoğlu, "Assessment of Team Projects in Computer and Software Engineering Education"
    MSc Ongoing
  • Melek Büşra Temuçin, "Procedural City Generation using Cellular Automata", Ege University, International Computer Institute
    MSc Ongoing Co-advisor
  • Completed Theses
  • Cemre Candemir, "Çok Katılımcılı Sosyal Destek fMRI Çalışmalarında Değişim Noktası Tahminleme", Ege University, International Computer Institute, Completed September 2018.
    PhD Completed Co-advisor
  • Gani Rahmon, "Evaluation of Procedurally Generated Terrains via Artificial and Convolutional Neural Networks," Completed July 2018.
    MSc Completed
 
Projects
  • 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, 2015-2018.
    TÜBİTAK 1001 Researcher Completed
  • Çoklu İpucu Olasılıksal Öğrenme Görevi Sırasındaki Nöral Yapıların Graf Analizleri, 2018-...
    TÜBİTAK 1002 Researcher Ongoing
 
Publications and Conferences

  • Oğuz K (2019), "Adaptive Evolution of Finite State Machines for the Tartarus Problem", In Proceedings of the ASYU'19, Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı, October 31-November 2, 2019, Izmir.
    2019 Conf.
  • Oğuz K (2019), "fMRI Deneylerinin Tasarımı, Yürütülmesi ve Analizi", In 2019 Medical Technologies Congress (TIPTEKNO), Oct, 2019, pp. 1-4.
    2019 Conf. Türkçe
  • Cigdem O, Soyak R, Aydeniz B, Oguz K, Demirel H, Kitis O, Eker C, Gonul AS and Unay D (2019), "Classification of Healthy Siblings of Bipolar Disorder Patients from Healthy Controls Using MRI", In 2019 Medical Technologies Congress (TIPTEKNO), Oct, 2019, pp. 1-4.
    2019 Conf.
  • Cigdem O, Sulucay A, Yilmaz A, Oguz K, Demirel H, Kitis O, Eker C, Gonul AS and Unay D (2019), "Diagnosis of Bipolar Disease Using Correlation-Based Feature Selection with Different Classification Methods", In 2019 Medical Technologies Congress (TIPTEKNO), Oct, 2019, pp. 1-4.
    2019 Conf. Türkçe
  • Oguz K and Lameski J (2019), "Procedural Generation of Multiple Dungeon Levels Using Software Agents", In Proceedings of the 13th Turkish National Software Engineering Symposium, Izmir, Turkey, September 23-25, 2019.
    2019 Conf.
  • Oguz D and Oguz K (2019), "Perspectives on the Gap Between the Software Industry and the Software Engineering Education", IEEE Access. Vol. 7, pp. 117527-117543.
    https://www.doi.org/10.1109/ACCESS.2019.2936660
    2019 Journal SCI/SCI-E
  • Cigdem O, Horuz E, Soyak R, Aydeniz B, Sulucay A, Oguz K, Demirel H, Kitis O, Eker C, Gonul AS and Unay D (2019), "Effects of Covariates on Classification of Bipolar Disorder Using Structural MRI", In 2019 Scientific Meeting on Electrical-Electronics Biomedical Engineering and Computer Science (EBBT), pp. 1-4.
    https://ieeexplore.ieee.org/document/8741586
    2019 Conf.
  • Cigdem O, Horuz E, Soyak R, Aydeniz B, Sulucay A, Oguz K, Demirel H, Kitis O, Eker C, Gonul AS and Unay D (2019), "Classification of Patients with Bipolar Disorder and Their Healthy Siblings from Healthy Controls Using MRI", In 2019 IEEE International Symposium on Medical Measurements and Applications (MeMeA), June, 2019, pp. 1-6.
    https://ieeexplore.ieee.org/document/8802207
    2019 Conf.
  • Gokcelli DK, Eroglu S, Kizilates G, Oguz K, Kitis O and Gonul AS (2018), "The Effects of Emotion on Probabilistic Reward Learning in Major Depressive Disorder", Poster at Computational Neuroscience of Prediction.
    2018 Poster
  • Akay AP, Kaya GÇ, Kose S, Yazıcıoğlu ÇE, Erkuran HÖ, Güney SA, Oğuz K, Keskin D, Baykara B, Emiroğlu Nİ, Eren MŞ, Kızıldağ S, Ertay T, Özsoylu D, Miral S, Durak H, Gönül AS and Rohde LA (2018), "Genetic imaging study with [Tc-99m] TRODAT-1 SPECT in adolescents with ADHD using OROS-methylphenidate", Progress in Neuro-Psychopharmacology and Biological Psychiatry. Vol. 86, pp. 294 - 300.
    https://doi.org/10.1016/j.pnpbp.2018.04.008
    2018 Journal SCI/SCI-E
  • Kızılateş G, Eroğlu S, Keskin Gökçelli D, Oğuz K, Eraslan C and andGönül A. S. KÖ (2018), "Çoklu İpucu Olasılıksal Öğrenme Görevi Sırasındaki Nöral Yapıların Graf Analizleri", In 16. Ulusal Sinirbilim Kongresi.
    2018 Conf. Türkçe
  • Gökçelli DK, Eroğlu S, Kızılateş G, Oğuz K, Hepdurgun C, İşman Haznedaroğlu D, Ercan M, Eraslan C, Kitiş Ö and Gönül A. S (2018), "Major Depresif Olan Olgularda Duygu Yüklü İfadelerin Ödülle İlişkili İpucunu Öğrenmeye Etkisi", In 22. Türk Psikiyatri Derneği Yıllık Toplantısı ve Klinik Eğitim Sempozyumu, pp. 8-9.
    http://turkpsikiyatri.com/DigerDosyalar/22_KES_web.pdf
    2018 Türkçe
  • Candemir C, Oğuz K, Korukoğlu S and Gönül AS (2018), "Detection and evaluation of activation instances as change points in functional MR images", In 2018 26th Signal Processing and Communications Applications Conference (SIU), May, 2018, pp. 1-4.
    https://ieeexplore.ieee.org/document/8404273
    2018 Conf.
  • Oguz K, Canlıtürk B, Kabar C, Durukan O and Özceylan B (2018), "Digital recognition and evaluation of the clock drawing test", In 2018 26th Signal Processing and Communications Applications Conference (SIU), May, 2018, pp. 1-4.
    https://ieeexplore.ieee.org/document/8404220
    2018 Conf.
  • Korkmaz İ and Oğuz K (2018), "Application of Neural Gas Networks to Object Detection", In Book Of Abstracts Of 4th International Conference On Engineering And Natural Sciences, pp. 442-442.
    https://www.icens.eu/sites/default/files/2018_icens_abstract_v9.pdf
    2018 Conf.
  • Candemir C, Oğuz K, Özkul B, Gönül AS, Selver A and Korukoğlu S (2018), "Fonksiyonel MR Görüntülerinden Aktivasyon Bölgelerinin Belirlenmesinde Kontrast Vektör Analizi: Sosyal Destek Deneyi Uygulaması", In 11. Tıp Bilişimi Kongresi.
    2018 Conf. Türkçe
  • Turk S, Oguz K, Kitis O, Calli C, Eraslan C, Orman MN, Akalin T and Yurtseven T (2018), "Machine Learning Based Radiomics for Glial Tumor Classification", In 104th Scientific Assembly and Annual Meeting. Chicago, USA.
    http://archive.rsna.org/2018/18023089.html
    2018 Conf.
  • Candemir C and 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), pp. 218-224.
    https://ieeexplore.ieee.org/document/8412024
    2017 Conf.
  • Temuçin MB and Oğuz K (2017), "Procedural City Generation Using Cellular Automata", In Eurasiagraphics 2017 Conference Proceedings, pp. 27-41.
    2017 Conf.
  • Oğuz K and Gül S (2017), "Yazılım Mühendisliği Eğitiminde Takım Projelerinin Yönetimi ve Değerlendirilmesi", In Proceedings of the 11th Turkish National Software Engineering Symposium, Alanya, Turkey, October 18-20, 2017, pp. 184-195.
    http://ceur-ws.org/Vol-1980/UYMS17_paper_43.pdf
    2017 Conf. Türkçe
  • Eroğlu S, Kızılateş G, Ercan M, Oğuz K, Gönül A. S and Kitiş Ö (2017), "Geç Başlangıçlı Depresyon Hastaları ile Sağlıklı Kontrollerin Bellek Performanslarının fMRG ile Karşılaştırılması", Poster at 15. Ulusal Sinirbilim Kongresi.
    2017 Poster Türkçe
  • Simsek F, Oguz K, Kitis O, Akan S, Kempton M and Gonul A (2017), "Neural activation during cognitive reappraisal in girls at high risk for depression", Progress in Neuro-Psychopharmacology and Biological Psychiatry. Vol. 77, pp. 49 - 56.
    https://doi.org/10.1016/j.pnpbp.2017.03.022
    2017 Journal SCI/SCI-E
  • Bilgi MM, Taspinar S, Aksoy B, Oguz K, Coburn K and Gonul AS (2017), "The relationship between childhood trauma, emotion recognition, and irritability in schizophrenia patients", Psychiatry Research. Vol. 251, pp. 90 - 96.
    https://doi.org/10.1016/j.psychres.2017.01.091
    2017 Journal SCI/SCI-E
  • Oguz K, Cinsdikici MG and Gonul AS (2017), "Robust activation detection methods for real-time and offline fMRI analysis", Computer Methods and Programs in Biomedicine. Vol. 144, pp. 1 - 11.
    https://doi.org/10.1016/j.cmpb.2017.03.015
    2017 Journal SCI/SCI-E
  • Ercan M, Eroğlu S, Kızılateş G, Bilgin S, Oğuz K, Kitiş Ö and Gönül A. S (2016), "Geç Başlangıçlı Depresyon Hastaları ile Sağlıklı Kontrollerin Default Mode Network Aktivitesinin Karşılaştırılması", Poster at 14. Ulusal Sinirbilim Kongresi.
    2016 Poster Türkçe
  • Biyik U, Keskin D, Oguz K, Akdeniz F and Gonul AS (2015), "Facial emotion recognition in remitted depressed women", Asian Journal of Psychiatry. Vol. 17, pp. 111 - 113.
    https://doi.org/10.1016/j.ajp.2015.08.001
    2015 Journal SCI/SCI-E
  • Dağdeviren ZA, Oğuz K and Cinsdikici M (2015), "Automatic registration of structural brain MR images to MNI image space", In 2015 23nd Signal Processing and Communications Applications Conference (SIU)., May, 2015, pp. 359-362.
    https://ieeexplore.ieee.org/document/7129833
    2015 Conf.
  • Dagdeviren ZA, Oguz K and Cinsdikici MG (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. Vol. 31, pp. 101 - 115.
    https://doi.org/10.1016/j.engappai.2013.10.004
    2014 Journal SCI/SCI-E
  • Simsek F, Kaya O, Akan S, Isman DH, Acikel D, Kitis O, Cetinkalp S, Eker M, Coburn K and 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. Vol. 23, pp. S337 - S338.
    https://doi.org/10.1016/S0924-977X(13)70531-5
    2013 Conf.
  • Kitis O, Ozalay O, Zengin EB, Haznedaroglu D, Eker MC, Yalvac D, Oguz K, Coburn K and Gonul AS (2012), "Reduced left uncinate fasciculus fractional anisotropy in deficit schizophrenia but not in non-deficit schizophrenia", Psychiatry and Clinical Neurosciences. Vol. 66(1), pp. 34-43.
    https://doi.org/doi:10.1111/j.1440-1819.2011.02293.x
    2012 Journal SCI/SCI-E
  • Oğuz K (2010), "Bilgisayar Oyunlarında Kalabalıkların Hızlı Çizimi", Anadolu Üniversitesi Bilim ve Teknoloji Dergisi A - Uygulamalı Bilimler ve Mühendislik. Vol. 11, pp. 23-33.
    https://earsiv.anadolu.edu.tr/xmlui/handle/11421/1596
    2010 Journal Türkçe
  • Unluturk MS, Oguz K and Atay C (2009), "A Comparison of Neural Networks for Real-time Emotion Recognition from Speech Signals", WSEAS Transactions on Signal Processing., March, 2009. Vol. 5(3), pp. 116-125.
    http://www.wseas.us/e-library/transactions/signal/2009/29-165.pdf
    2009 Journal
  • Unluturk MS, Oguz K and Atay C (2009), "Emotion Recognition Using Neural Networks", In Proceedings of the 10th WSEAS International Conference on Neural Networks. , pp. 82-85. https://dl.acm.org/citation.cfm?id=1561813
    2009 Conf.