SCI-SSCI, SCI Expanded ve AHCI Kapsamındaki Yayınları

• S. Deari, S. Ulukaya, "A Hybrid Multistage Model Based on YOLO and Modified Inception Network for Rice Leaf Disease Analysis", Arabian Journal for Science and Engineering, pp. 1-9, 2023. https://doi.org/10.1007/s13369-023-08408-1 (Kasım 2023)

• I. Kurt, H. Selçuk, S. Ulukaya, G. Öztürk, H. Keklicek, "Thoracal motion-based analysis of breathing patterns in individuals with a mild-moderate Covid-19 history using machine learning techniques: A single blinded multidisciplinary study on post-Covid", Biomedical Signal Processing and Control, Vol. 87, 105429, 2023. https://doi.org/10.1016/j.bspc.2023.105429 (Eylül 2023)

• B. Demir, S. Ulukaya, O. Erdem, "Detection of Parkinson’s disease with keystroke data", Computer Methods in Biomechanics and Biomedical Engineering, Vol. 26(13), pp. 1653-1667, 2023. https://doi.org/10.1080/10255842.2023.2245516 (Ağustos 2023)

• C. Yakut, I. Oksuz, S. Ulukaya, "A Hybrid Fusion Method Combining Spatial Image Filtering with Parallel Channel Network for Retinal Vessel Segmentation", Arabian Journal for Science and Engineering, Vol. 48, pp. 6149–6162, 2023. https://doi.org/10.1007/s13369-022-07311-5 (Mayıs 2023)

• S. Deari, I. Oksuz, S. Ulukaya, "Block Attention and Switchable Normalization Based Deep Learning Framework for Segmentation of Retinal Vessels," IEEE Access, vol. 11, pp. 38263-38274, 2023. doi: 10.1109/ACCESS.2023.3265729 (Nisan 2023)

• S. Ulukaya, A. A. Sarıca, O. Erdem, A. Karaali, "MSCCov19Net: multi-branch deep learning model for COVID-19 detection from cough sounds", Medical & Biological Engineering & Computing, pp. 1–11, 2023. https://doi.org/10.1007/s11517-023-02803-4 (Şubat 2023)

• K. M. Sunnetci, S. Ulukaya, A. Alkan, "Periodontal bone loss detection based on hybrid deep learning and machine learning models with a user-friendly application", Biomedical Signal Processing and Control, Vol. 77, 103844, 2022. https://doi.org/10.1016/j.bspc.2022.103844 (Ağustos 2022)

• H. Keklicek, H. Selçuk, I. Kurt, S. Ulukaya, G. Öztürk "Individuals with a COVID-19 history exhibit asymmetric gait patterns despite full recovery", Journal of Biomechanics, 137, 111098, 2022. https://doi.org/10.1016/j.jbiomech.2022.111098 (Mayıs 2022)

• S. Ulukaya, E. N. Sandıkçı, Ç. E. Erdem, "Consensus and stacking based fusion and survey of facial feature point detectors", Journal of Ambient Intelligence and Humanized Computing, pp. 1-11, 2022. https://doi.org/10.1007/s12652-021-03662-3 (Ocak 2022)

• H. Selçuk, N. S. Aydın, I. Kurt, S. Salar, S. Ulukaya, H. Keklicek, "How does the non-disturbing phantom sensation affect the individual's gait? A pilot study", Gait & Posture, 90, 235, 2021. https://doi.org/10.1016/j.gaitpost.2021.09.122 (Ekim 2021)

• S. Ulukaya, G. Serbes, Y. P. Kahya, "Resonance based Separation and Energy based Classification of Lung Sounds Using Tunable Wavelet Transform", Computers in Biology and Medicine, Vol. 131, pp. 104288, 2021. https://doi.org/10.1016/j.compbiomed.2021.104288 (Nisan 2021)

• B. M. Rocha, D. Filos, L. Mendes, G. Serbes, S. Ulukaya, Y. P. Kahya, N. Jakovljevic, T. L. Turukalo, I. M. Vogiatzis, E. Perantoni, E. Kaimakamis, P. Natsiavas, A. Oliveira, C. Jacome, A. S. P. D. Marques, N. Maglaveras, R. P. Paiva, I. Chouvarda, and P. de Carvalho, "An open access database for the evaluation of respiratory sound classification algorithms", Physiological Measurement, https://doi.org/10.1088/1361-6579/ab03ea (Mart 2019)

• S. Ulukaya, G. Serbes, Y. P. Kahya, "Wheeze type classification using non-dyadic wavelet transform based optimal energy ratio technique", Computers in Biology and Medicine , Vol. 104, pp. 175-182, 2019. https://doi.org/10.1016/j.compbiomed.2018.11.004 (Ocak 2019)

• S. Ulukaya, G. Serbes, Y. P. Kahya, "Overcomplete discrete wavelet transform based respiratory sound discrimination with feature and decision level fusion", Biomedical Signal Processing and Control , Vol. 38, pp. 322-336, 2017. https://doi.org/10.1016/j.bspc.2017.06.018 (Temmuz 2017)

• S. Ulukaya, C. E. Erdem, “Gaussian Mixture Model based Estimation of the Neutral Face Shape for Emotion Recognition”, Digital Signal Processing, vol. 32, pp. 11-23, DOI: 10.1016/j.dsp.2014.05.013, September 2014. (Eylül 2014)

• O. Çeliktutan, S. Ulukaya, B. Sankur, "A comparative study of face landmarking techniques" EURASIP Journal on Image and Video Processing, 2013(1), 13, https://doi.org/10.1186/1687-5281-2013-13 (Ocak 2013)

Uluslararası Bilimsel Toplantılarda Sunulan ve Bildiri Kitabında Basılan Bildiriler (Proceedings)

• S. Ulukaya, "Biomedical innovation and engineering approaches in health", In Abstracts of the Union of Thrace Universities VI. International Health Sciences Congress, pp. 5, 2023. (Davetli Konuşmacı) (Aralık 2023)

• I. Kurt, S. Ulukaya, H. Selçuk, N. S. Aydın, S. Salar, H. Keklicek, "The Effect of Phantom Sensation on the Autocorrelation of Gait in Amputation", 2023 46th International Conference on Telecommunications and Signal Processing (TSP), pp. 125-128, IEEE, 2023. (Temmuz 2023)

• S. Deari, S. Ulukaya, "A hybrid rice leaf diseases detection and classification approach", In Abstracts of the ICASEM 4th International Applied Sciences, Engineering, and Mathematics Congress, pp. 115, 2022. (Ekim 2022)

• S. A. Yamaç, O. Kuyucuoğlu, Ş. B. Köseoğlu, S. Ulukaya, "Deep Learning Based Classification of Human Nail Diseases Using Color Nail Images", 2022 45th International Conference on Telecommunications and Signal Processing (TSP), pp. 196-199, IEEE, 2022. (Temmuz 2022)

• S. Deari, I. Öksüz, S. Ulukaya, "Importance of Data Augmentation and Transfer Learning on Retinal Vessel Segmentation", In 2021 29th Telecommunications Forum (TELFOR), pp. 1-4, IEEE, 2021. (Kasım 2021)

• İ. Kurt, S. Ulukaya, O. Erdem, "Classification of Parkinson’s Disease Using Dynamic Time Warping", IEEE 27th Telecommunications Forum (TELFOR 2019), Belgrade, Serbia, 2019. (Kasım 2019)

• İ. Kurt, S. Ulukaya, O. Erdem, "Musical Feature Based Classification of Parkinson's Disease Using Dysphonic Speech", 41st International Conference on Telecommunications and Signal Processing (TSP 2018), Athens, Greece, 2018. (Temmuz 2018)

• G. Serbes, S. Ulukaya, Y. P. Kahya, "An Automated Lung Sound Preprocessing and Classification System Based On Spectral Analysis Methods", In: Maglaveras N., Chouvarda I., de Carvalho P. (eds) Precision Medicine Powered by pHealth and Connected Health. IFMBE Proceedings, vol 66. Springer, Singapore. (Kasım 2017)

• S. Ulukaya, G. Serbes, Y.P. Kahya, "Performance comparison of wavelet based denoising methods on discontinuous adventitious lung sounds", 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2017), Jeju Island, South Korea, 2017. (Temmuz 2017)

• S. Ulukaya, G. Serbes, Y. P. Kahya, "An Adaptive and Automatic Parameter Selection Method based on Rational Dilation Wavelet Transform for Wheeze Type Classification", Proceedings of the 8th International Workshop on Biosignal Interpretation (BSI 2016), Osaka, Japan, pp. 163-166. (Kasım 2016)

• S. Ulukaya, G. Serbes, Y.P. Kahya, "Resonance based Respiratory Sound Decomposition Aiming at Localization of Crackles in Noisy Measurements", 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2016), Orlando, USA, 2016 (Ağustos 2016)

• S. Ulukaya, G. Serbes, I. Şen, Y.P. Kahya, "A Lung Sound Classification System based on the Rational Dilation Wavelet Transform", 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2016), Orlando, USA, 2016. (Ağustos 2016)

• S. Ulukaya, I. Şen, Y.P. Kahya, "Feature Extraction Using Time-Frequency Analysis for Monophonic-Polyphonic Wheeze Discrimination", 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015), Milano, Italy, 2015. (Ağustos 2015)

• S. Ulukaya, C. E. Erdem, “Estimation of the Neutral Face Shape Using Gaussian Mixture Models”, IEEE 37th Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP 2012), pp.1385-1388, Kyoto, Japan, March 25-30, 2012. (Mart 2012)

• C. E. Erdem, S. Ulukaya, A. Karaali, A. T. Erdem, “Combining Haar Feature and Skin Color Based Classifiers for Face Detection”, IEEE 36th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), Prague, Czech Rep., May 22-27, 2011. (Mayıs 2011)

Yazılan Uluslararası Kitaplar veya Kitaplarda Bölümler

• H. Keklicek and S. Ulukaya, “Gait analyses in multiple sclerosis; and time series,” Neurological Disorders and Imaging Physics, Volume 2, 2053-2563, pp. 11-1–11-30, IOP Publishing, 2019. https://doi.org/10.1088/978-0-7503-1762-7ch11 (Kasım 2019)

Ulusal Hakemli Dergilerde Yayınlanan Makaleler

• S. A. Yamaç, O. Kuyucuoğlu, Ş. B. Köseoğlu, S. Ulukaya, "Detection of nail diseases using ensemble model based on majority voting", Kahramanmaraş Sütçü İmam Üniversitesi Mühendislik Bilimleri Dergisi, 26(1), 250-260. doi:https://doi.org/10.17780/ksujes.1224006 (Mart 2023)

• C. Yakut, S. Ulukaya, "Görüntü filtreleme ile denetimsiz retina damar bölütlenmesi için parametre eniyileştirilmesi", Mühendislik Bilimleri ve Tasarım Dergisi, 10(3), 844-855. doi:https://doi.org/10.21923/jesd.1033339 (Eylül 2022)

• S. Ulukaya, G. Serbes, I. Şen, Y. P. Kahya, "Akciğer Solunum Seslerinin Spektral Öznitelikler ile Sınıflandırılması", Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 22(2), 711-716. doi:http://dx.doi.org/10.19113/sdufbed.84471 (Ağustos 2018)

Ulusal Bilimsel Toplantılarda Sunulan ve Bildiri Kitabında Basılan Bildiriler

• E. N. Sandıkçı, C. E. Erdem, S. Ulukaya, “A comparison of facial landmark detection methods”, IEEE 26th Signal Processing and Applications Conference (SIU 2018), İzmir, Turkey, May 2018. (Mayıs 2018)

• S. Ulukaya, I. Şen, Y.P. Kahya, “Üfürüm Tipinin Belirlenmesi için Yeni Bir Yöntem”, IEEE 23th Signal Processing and Applications Conference (SIU 2015), Malatya, Turkey, May 2015. (Mayıs 2015)

• S. Ulukaya, Y. P. Kahya, "Solunum Seslerinin Sağlıklı-Hastalıklı Tanısı Amacıyla Algısal Doğrusal Öngörü Öznitelikleri Kullanarak Sınıflandırılması", 18. Biyomedikal Mühendisliği Ulusal Toplantısı (BIYOMUT 2014), İstanbul, Turkey, October 2014. (Ekim 2014)

• S. Ulukaya, C. E. Erdem, “A Hybrid Facial Expression Recognition System Based on Neutral Face Shape Estimation”, IEEE 20th Signal Processing and Applications Conference (SIU 2012), Muğla, Turkey, April 2012. (Nisan 2012)

• A. Karaali, C. E. Erdem, S. Ulukaya, “Multipose Face Detection Using Zernike Moment Invariants”, IEEE 20th Signal Processing and Applications Conference (SIU 2012), Muğla, Turkey, April 2012. (Nisan 2012)

• S. Ulukaya, G. Kayım, H. K. Ekenel, "Face Recognition-based IMDB Plug-in for Movies", IEEE 19th Signal Processing and Applications Conference (SIU 2011), Antalya, Turkey, April 2011. (Nisan 2011)

• S. Ulukaya, C. E. Erdem, “Duygu Tanıma için Geometrik Yüz Özniteliklerinin Karşılaştırılması”, IEEE 19th Signal Processing and Applications Conference (SIU 2011), Antalya, Turkey, April 2011. (Nisan 2011)

Yapılan Hakemlikler

• Soft Computing (SCIE) x1

• IEEE Journal of Biomedical and Health Informatics (SCI) x4

• Turkish Journal of Electrical Engineering & Computer Sciences (SCIE) x4

• Signal, Image and Video Processing (SCIE) x1

• Computers in Biology and Medicine (SCI) x4

• IEEE Transactions on Neural Systems and Rehabilitation Engineering (SCI) x1

• Biomedical Signal Processing and Control (SCIE) x1

Projeler

• Tek Taraflı Diz Altı Amputasyonu Olan Bireylerde Fantom Hissinin Yürüyüşün Otokorelasyon Özelliğini Etkileyip Etkilemediğini Araştırmak, TÜBİTAK 1001 Projesi, Araştırmacı, 2020-2022

• Çıtırtı ve Üfürüm Ekseslerinin Zaman-Sıklık ve Zaman-Ölçek Analizi ve Tespiti, Boğaziçi Üniversitesi BAP, Araştırmacı, 2016-2017 (Aralık 2017)

• Ses ve Yüz İfadelerinden İnsan-Makine Etkileşimi için Doğal Duygulanım Durum Tanıma, TÜBİTAK 1001 Projesi, Araştırmacı, 2010-2013

Ödüller

• International Conference on Biomedical and Health Informatics (ICBHI 2017) konferansında "Bilgisayarlı Solunum Sesi İşleme" bilimsel yarışmasında birincilik ve Bilimsel Yarışma En İyi Bildiri Ödülü (Kasım 2017)

• İnovasyon Yönetimi Sertifika Programı Üçüncülük Ödülü Siemens Sağlık GmbH, Almanya, İnovasyon Think Tank Kurucu ve Yöneticisi Sultan Haider tarafından verilmiştir. (Aralık 2015)

Diğer

• Patent - Bir el kavrama ölçer (Aralık 2022)

• S. Ulukaya, C. E. Erdem, “Facial Expression Recognition Based on Neutral Face Shape Estimation”, Affective Computing for Mobile HCI Workshop (Graduate Student Spotlight poster session), İstanbul, Turkey, Sep. 2012. (Eylül 2012)

EEM 227 Signals and Systems

EEM 227 Sinyaller ve Sistemler

EEM 400 Mühendislik Projesi

EEM 404 Elektrik ve Elektronik Mühendisliğinde Özel Konular

EEM 443 Fundamentals of Image Processing

EEM 444 Görüntü İşlemenin Temelleri

HB 733 Görüntü İşleme