Asst. Prof. G&#246;rkem SERBES

COMPUTERS IN BIOLOGY AND MEDICINE, vol.104, pp.175-182, 2019 (SCI-Expanded)

A comparative analysis of speech signal processing algorithms for Parkinson's disease classification and the use of the tunable Q-factor wavelet transform

Sakar C. O., SERBES G., Gunduz A., Tunc H. C., Nizam H., Sakar B. E., et al.

APPLIED SOFT COMPUTING, vol.74, pp.255-263, 2019 (SCI-Expanded)

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 (SCI-Expanded)

Analyzing the effectiveness of vocal features in early telediagnosis of Parkinson's disease

Sakar B. E., SERBES G., Sakar C. O.

PLOS ONE, vol.12, no.8, 2017 (SCI-Expanded)

Directional dual-tree complex wavelet packet transforms for processing quadrature signals

Serbes G., Gulcur H. O., AYDIN N.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, vol.54, pp.295-313, 2016 (SCI-Expanded)

An emboli detection system based on Dual Tree Complex Wavelet Transform and ensemble learning

SERBES G., Sakar B. E., Gulcur H. O., AYDIN N.

APPLIED SOFT COMPUTING, vol.37, pp.87-94, 2015 (SCI-Expanded)

Denoising performance of modified dual-tree complex wavelet transform for processing quadrature embolic Doppler signals

Serbes G., Aydın N.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, vol.52, no.1, pp.29-43, 2014 (SCI-Expanded)

Pulmonary crackle detection using time-frequency and time-scale analysis

Serbes G., Sakar C. O., Kahya Y. P., AYDIN N.

DIGITAL SIGNAL PROCESSING, vol.23, no.3, pp.1012-1021, 2013 (SCI-Expanded)

Modified dual tree complex wavelet transform for processing quadrature signals

BIOMEDICAL SIGNAL PROCESSING AND CONTROL, vol.6, no.3, pp.301-306, 2011 (SCI-Expanded)

Articles Published in Other Journals

Akciğer Solunum Seslerinin Spektral Öznitelikler ile Sınıflandırılması

ULUKAYA S., SERBES G., SEN I., KAHYA Y. P.

SÜLEYMAN DEMİREL ÜNİVERSİTESİ FEN BİLİMLERİ ENSTİTÜSÜ DERGİSİ, vol.22, no.2, pp.711-716, 2018 (Peer-Reviewed Journal)

Code generator for implementing dual tree complex wavelet transform on reconfigurable architectures for mobile applications

CANBAY F., LEVENT V., Serbes G., UGURDAG H., GOREN S., AYDIN N.

Healthcare Technology Letters, vol.3, no.3, pp.184-188, 2016 (ESCI)

Refereed Congress / Symposium Publications in Proceedings

Performance Comparison of Oral, Laryngeal and Thoracic Sounds in the Detection of COVID-19 by Employing Machine Learning Techniques Oral, Larengeal ve Torakal Konuşma Seslerinin COVID-19 Tespitindeki Performanslarinin Yapay Öǧrenme Yöntemleriyle Karşilaştirilmasi

Gozuacik N., SERBES G., Kara E., Atas E., Okan Sakar C., Murat Yener H., et al.

30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Turkey, 15 - 18 May 2022 Sustainable Development

The Effect of Nonlinear Wavelet Transform Based De-noising in Sperm Abnormality Classification

İLHAN H. O., SIĞIRCI İ. O., SERBES G., AYDIN N.

2018 3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia and Herzegovina, 20 - 23 September 2018

Dual Tree Complex Wavelet Transform Based Sperm Abnormality Classification

İLHAN H. O., SERBES G., AYDIN N.

2018 41st International Conference on Telecommunications and Signal Processing (TSP), Athens, Greece, 4 - 06 July 2018

The Effects of the Modified Overlapping Group Shrinkage Technique on the Sperm Segmentation in the Stained Images

İLHAN H. O., SERBES G., AYDIN N.

2018 41st International Conference on Telecommunications and Signal Processing (TSP), Athens, Greece, 4 - 06 July 2018

Short Time Fourier Transform based music genre classification

ELBİR A., İLHAN H. O., SERBES G., AYDIN N.

2018 Electric Electronics, Computer Science, Biomedical Engineerings’xx Meeting (EBBT), İstanbul, Turkey, 18 - 19 April 2018

An automated lung sound preprocessing and classification system based onspectral analysis methods

SERBES G., Ulukaya S., Kahya Y. P.

3rd International Conference on Biomedical and Health Informatics, ICBHI 2017, Thessaloniki, Greece, 18 - 21 November 2017, vol.66, pp.45-49

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, 11 - 15 July 2017, pp.2928-2931

Resonance Based Pre-processing Method for Eliminating Artifacts in Doppler Ultrasound Signals

2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), Antalya, Turkey, 15 - 18 May 2017

Resonance based pre-processing method for eliminating artifacts in Doppler ultrasound signals Doppler Ultrason İşaretlerinde Artifaktlarin Giderilmesi İçin Rezonans Temelli Ön-işleme Yöntemi

25th Signal Processing and Communications Applications Conference, SIU 2017, Antalya, Turkey, 15 - 18 May 2017

An Adaptive and Automatic Parameter Selection Method based on Rational Dilation Wavelet Transform for Wheeze Type Classification

ULUKAYA S., SERBES G., KAHYA Y. P.

Proceedings of the 8th International Workshop on Biosignal Interpretation (BSI2016), Osaka, Japan, 01 November 2016, pp.163-166

A Multi-channel Real Time Implementation of Dual Tree Complex Wavelet Transform in Field Programmable Gate Arrays

CANBAY F., Levent V. E., SERBES G., Ugurdag H. F., Goren S., AYDIN N.

14th Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON), Paphos, CYPRUS, 31 March - 02 April 2016, vol.57, pp.114-118

Impact of Car Arrival/Departure Patterns on EV Parking Lot Energy Storage Capacity

Guner S., Özdemir A., SERBES G.

International Conference on Probabilistic Methods Applied to Power Systems (PMAPS), Beijing, China, 16 - 20 October 2016 Sustainable Development

Analysis of Embolic Signals with Directional Dual Tree Rational Dilation Wavelet Transform

38th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Florida, United States Of America, 16 - 20 August 2016, pp.3821-3824

A Lung Sound Classification System based on the Rational Dilation Wavelet Transform

Ulukaya S., SERBES G., SEN I., Kahya Y. P.

38th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Florida, United States Of America, 16 - 20 August 2016, pp.3745-3748

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), Florida, United States Of America, 16 - 20 August 2016, pp.3688-3691

An area efficient real time implementation of dual tree complex wavelet transform in field programmable gate arrays

CANBAY F., Levent V. E., SERBES G., Ugurdag H. F., Goren S., AYDIN N.

15th IEEE International Conference on Bioinformatics and Bioengineering, BIBE 2015, Belgrade, Serbia And Montenegro, 2 - 04 November 2015

A micro emboli vs non-emboli classification system based on the directional dual tree rational dilation wavelet transform

SERBES G., Sakar B. E., AYDIN N.

15th IEEE International Conference on Bioinformatics and Bioengineering, BIBE 2015, Belgrade, Serbia And Montenegro, 2 - 04 November 2015

Field Programmable Gate Arrays Implementation of Dual Tree Complex Wavelet Transform

CANBAY F., Levent V. E., SERBES G., Goren S., AYDIN N.

37th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Milan, Italy, 25 - 29 August 2015, pp.6026-6029

An Emboli Detection System Based on Dual Tree Complex Wavelet Transform

Serbes G., Sakar B. E., AYDIN N., Gulcur H.

13th Mediterranean Conference on Medical and Biological Engineering and Computing 2013, MEDICON 2013, Sevilla, Spain, 25 - 28 September 2013, vol.41, pp.819-822

Directional Dual-Tree Rational-Dilation Complex Wavelet Transform

Serbes G., Gulcur H. O., AYDIN N.

36th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Illinois, United States Of America, 26 - 30 August 2014, pp.1465-1468

Directional dual-tree complex wavelet packet transform implementation using band-limited synthetic signals

Serbes G., AYDIN N., Gulcur H.

International Conference on Health Informatics, ICHI 2013, Vilamoura, Portugal, 7 - 09 November 2013, vol.42, pp.9-12

Symmetrical Directional Dual-Tree Complex Wavelet Packet Transform

Serbes G., Gulcur H. O., AYDIN N.

36th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Illinois, United States Of America, 26 - 30 August 2014, pp.820-823

Directional Dual-Tree Complex Wavelet Packet Transform

Serbes G., AYDIN N., Gulcur H. O.

35th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Osaka, Japan, 3 - 07 July 2013, pp.3046-3049

Embolic Doppler ultrasound signal detection using modified dual tree complex wavelet transform

IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2012. In Conj. with the 8th Int. Symp.on Medical Devices and Biosensors and the 7th Int. Symp. on Biomedical and Health Engineering, Hong Kong and Shenzhen, China, 2 - 07 January 2012, pp.945-947

Pulmonary crackle detection using time-frequency analysis Zaman-frekans anali̇zi̇ kullanarak pulmoner çitirti tespi̇ti̇

Serbes G., Şakar C. O., Kahya Y., AYDIN N.

2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Fethiye, Mugla, Turkey, 18 - 20 April 2012

Extracellular spike detection with resonance based signal decomposition Rezonans esasli i̇şaret ayriştirmasi kullanilarak hücre dişi si̇ni̇rsel i̇ǧneci̇k tespi̇ti̇

Serbes G., Kocatürk M., Gülçür H. Ö., AYDIN N.

2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Fethiye, Mugla, Turkey, 18 - 20 April 2012

Effect of different window and wavelet types on the performance of a novel crackle detection algorithm

Serbes G., Sakar C. O., Kahya Y. P., AYDIN N.

5th International Conference on Convergence and Hybrid Information Technology, ICHIT 2011, Daejeon, South Korea, 22 - 24 September 2011, pp.575-581

Denoising embolic doppler signals using modified complex discrete wavelet transform Emboli̇k doppler i̇şaretleri̇ni̇n modi̇fi̇ye edi̇lmi̇ş karmaşik ayrik dalgacik dönüş ümü i̇le gürültüden arindirilmasi

2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011, Antalya, Turkey, 20 - 22 April 2011, pp.566-569

Denoising embolic doppler signals using modified complex discrete wavelet transform

2011 IEEE 19th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 20 - 22 April 2011

Feature Extraction using Time-Frequency/Scale Analysis and Ensemble of Feature Sets for Crackle Detection

Serbes G., Sakar C. O., Kahya Y. P., AYDIN N.

33rd Annual International Conference of the IEEE Engineering-in-Medicine-and-Biology-Society (EMBS), Massachusetts, United States Of America, 30 August - 03 September 2011, pp.3314-3317

Symmetrical Modified Dual Tree Complex Wavelet Transform for Processing Quadrature Doppler Ultrasound Signals

33rd Annual International Conference of the IEEE Engineering-in-Medicine-and-Biology-Society (EMBS), Massachusetts, United States Of America, 30 August - 03 September 2011, pp.4816-4819

Denoising performance of modified dual tree complex wavelet transform

10th International Conference on Information Technology and Applications in Biomedicine: Emerging Technologies for Patient Specific Healthcare, ITAB 2010, Corfu, Greece, 2 - 05 November 2010

Denoising Embolic Doppler Ultrasound Signals Using Dual Tree Complex Discrete Wavelet Transform