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SCI-SSCI or SCI Expanded Articles

  • 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 (April 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, (Challenge Journal) (March 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 (January 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 (July 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. (September 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 (January 2013)

International Conference Proceedings

  • İ. Kurt, S. Ulukaya, O. Erdem, "Classification of Parkinson’s Disease Using Dynamic Time Warping", IEEE 27th Telecommunications Forum (TELFOR 2019), Belgrade, Serbia, 2019. (November 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. (July 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. (November 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. (July 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. (November 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 (August 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 (August 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. (August 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. (March 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. (May 2011)

International Conferences and Symposiums

  • S. Ulukaya, C. E. Erdem, “Gaussian Mixture Model based Estimation of the Neutral Face Shape for Emotion Recognition”, IEEE Int. Conf. on Automatic Face and Gesture Recognition (FG2015), (Special session on previously published journal papers, poster presentation), May 4-8, Ljubljana, Slovenia, 2015. (May 2015)
  • S. Ulukaya, C. E. Erdem, “Facial Expression Recognition Based on Neutral Face Shape Estimation”, Affective Computing for Mobile HCI Workshop, İstanbul, Turkey, Sep. 2012. (September 2012)

International Books and Book Chapters

  • 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 (November 2019)

National Articles

  • S. Ulukaya, G. Serbes, I. Şen, Y. P. Kahya, "Classification of Respiratory Sounds Using Spectral Features", Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 22(2), 711-716. doi:http://dx.doi.org/10.19113/sdufbed.84471 (August 2018)

National Conference Proceedings

  • 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. (May 2018)
  • S. Ulukaya, I. Şen, Y.P. Kahya, “A Novel Method for Determination of Wheeze Type”, IEEE 23th Signal Processing and Applications Conference (SIU 2015), Malatya, Turkey, May 2015. (May 2015)
  • S. Ulukaya, Y. P. Kahya, "Respiratory Sound Classification Using Perceptual Linear Prediction Features for Healthy - Pathological Diagnosis", Proceedings of 18th National Biomedical Engineering Meeting (BIYOMUT 2014), İstanbul, Turkey, October 2014. (October 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. (April 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. (April 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. (April 2011)
  • S. Ulukaya, C. E. Erdem, “A Comparison of Geometrical Facial Features for Affect Recognition”, IEEE 19th Signal Processing and Applications Conference (SIU 2011), Antalya, Turkey, April 2011. (April 2011)

Referee Positions

  • IEEE Transactions on Magnetics (SCI) x1
  • 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

Projects

  • Time-Frequency and Time-Scale Analysis and Detection of Crackle and Wheeze Adventitious Sounds, BUBAP Researcher, 2016-2017
  • Spontaneous Affect Recognition from Speech and Facial Expressions for Human-Computer Interaction, EEAG 1001 TUBITAK Project, Researcher, 2010-2013

Awards

  • First position at the Respiratory Sound Processing Challenge and Scientific Challenge Best Paper Award in International Conference on Biomedical and Health Informatics (ICBHI 2017) (November 2017)
  • Innovation Management Certification Program Third Prize, Siemens Healthcare GmbH, Germany by Sultan Haider, Founder and Director of Innovation Think Tank (December 2015)