Do&#231;. Dr. G&#246;rkem SERBES

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

22. 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 , cilt.74, ss.255-263, 2019 (SCI-Expanded)

23. Overcomplete discrete wavelet transform based respiratory sound discrimination with feature and decision level fusion

BIOMEDICAL SIGNAL PROCESSING AND CONTROL , cilt.38, ss.322-336, 2017 (SCI-Expanded)

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

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

PLOS ONE , cilt.12, sa.8, 2017 (SCI-Expanded)

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

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

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

26. 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 , cilt.37, ss.87-94, 2015 (SCI-Expanded)

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

Serbes G., Aydın N.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING , cilt.52, sa.1, ss.29-43, 2014 (SCI-Expanded)

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

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

DIGITAL SIGNAL PROCESSING , cilt.23, sa.3, ss.1012-1021, 2013 (SCI-Expanded)

29. Modified dual tree complex wavelet transform for processing quadrature signals

Mohammadi H., SERBES G., İLHAN H. O.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL , cilt.6, sa.3, ss.301-306, 2011 (SCI-Expanded)

Diğer Dergilerde Yayınlanan Makaleler 3

1. Detection of Wheeze Sounds in Respiratory Disorders: A Deep Learning Approach

Hakkı L., Serbes G.

International Advanced Researches and Engineering Journal , cilt.8, sa.1, ss.20-32, 2024 (Hakemli Dergi)

2. Akciğer Solunum Seslerinin Spektral Öznitelikler ile Sınıflandırılması

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

SÜLEYMAN DEMİREL ÜNİVERSİTESİ FEN BİLİMLERİ ENSTİTÜSÜ DERGİSİ , cilt.22, sa.2, ss.711-716, 2018 (Hakemli Dergi)

3. 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 , cilt.3, sa.3, ss.184-188, 2016 (ESCI)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 42

1. Comperative Analysis of Conventional and Modified Capsule Networks for Sperm Morphology Assessment

10th International Conference on Signal Processing and Intelligent Systems, Shahroodut, İran, 25 - 26 Aralık 2024, (Tam Metin Bildiri)

2. The Effect of Differently Optimized Histogram Stretching Techniques on the Classification Performance of Sperm Morphology

Eyyubova G., SERBES G., İLHAN H. O.

2023 14th International Conference on Electrical and Electronics Engineering (ELECO), Bursa, Türkiye, 02 Aralık 2023

3. Breast Cancer Detection Using Transformer and BiLSTM Based Ensemble Learning Dönüştürücü ve BiLSTM Tabanli Topluluk Öǧrenmesi Kullanilarak Meme Kanseri Tespiti

Yilmaz R. E., SERBES G.

31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, İstanbul, Türkiye, 5 - 08 Temmuz 2023, (Tam Metin Bildiri)

4. The Performance Analysis of Convolutional Neural Networks and Vision Transformers in the Classification of Sperm Morphology Sperm Morfolojisinin Siniflandirilmasinda Evrisimsel Sinir Ag ve Goru Donusturucu Modellerin Performans Analizi

AKTAŞ A., SERBES G., Osman Ilhan H. O.

8th International Conference on Computer Science and Engineering, UBMK 2023, Burdur, Türkiye, 13 - 15 Eylül 2023, ss.330-335

5. Wheeze Events Detection Using Convolutional Recurrent Neural Network

Hakki L., SERBES G.

2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Türkiye, 11 - 13 Ekim 2023

6. FISC-Net: Classification of Auscultation Sounds on an Edge Device

Mutlu E., Hüseyin V., SERBES G.

1st International Conference of Intelligent Methods, Systems and Applications, IMSA 2023, Giza, Mısır, 15 - 16 Temmuz 2023, ss.174-180

7. Investigating the Effect of Spatial Fusion of Different Color Spaces on Deep Learning-Based Sperm Image Classification Performance Farkli Renk Uzaylarinin Uzamsal Birlesiminin Derin Ogrenme Tabanli Sperm GoruntuSiniflandirma Performansina Etkisinin Incelenmesi

CEBECİ M., SERBES G., İLHAN H. O.

8th International Conference on Computer Science and Engineering, UBMK 2023, Burdur, Türkiye, 13 - 15 Eylül 2023, ss.521-525, (Tam Metin Bildiri)

8. 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, Türkiye, 15 - 18 Mayıs 2022 Sürdürülebilir Kalkınma

9. 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 Eylül 2018

10. 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 Temmuz 2018

11. 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 Temmuz 2018

12. 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, Türkiye, 18 - 19 Nisan 2018

13. 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, Yunanistan, 18 - 21 Kasım 2017, cilt.66, ss.45-49

14. 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, Güney Kore, 11 - 15 Temmuz 2017, ss.2928-2931

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

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

16. 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, Türkiye, 15 - 18 Mayıs 2017

17. 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, Japonya, 01 Kasım 2016, ss.163-166, (Tam Metin Bildiri)

18. 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, Amerika Birleşik Devletleri, 16 - 20 Ağustos 2016, ss.3745-3748, (Tam Metin Bildiri)

19. 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 Mart - 02 Nisan 2016, cilt.57, ss.114-118

20. 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, Amerika Birleşik Devletleri, 16 - 20 Ağustos 2016, ss.3688-3691

21. 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, Çin, 16 - 20 Ekim 2016 Sürdürülebilir Kalkınma

22. 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, Amerika Birleşik Devletleri, 16 - 20 Ağustos 2016, ss.3821-3824

23. 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, Sırbistan Ve Karadağ, 2 - 04 Kasım 2015

24. 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, Sırbistan Ve Karadağ, 2 - 04 Kasım 2015

25. 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, İtalya, 25 - 29 Ağustos 2015, ss.6026-6029

26. 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, Amerika Birleşik Devletleri, 26 - 30 Ağustos 2014, ss.1465-1468

27. 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, Amerika Birleşik Devletleri, 26 - 30 Ağustos 2014, ss.820-823

28. 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, Portekiz, 7 - 09 Kasım 2013, cilt.42, ss.9-12

29. 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, İspanya, 25 - 28 Eylül 2013, cilt.41, ss.819-822, (Tam Metin Bildiri)

30. 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, Japonya, 3 - 07 Temmuz 2013, ss.3046-3049

31. 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, Çin, 2 - 07 Ocak 2012, ss.945-947

32. 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, Türkiye, 18 - 20 Nisan 2012

33. 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, Türkiye, 18 - 20 Nisan 2012

34. 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, Güney Kore, 22 - 24 Eylül 2011, ss.575-581

35. 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, Türkiye, 20 - 22 Nisan 2011, ss.566-569

36. Denoising embolic doppler signals using modified complex discrete wavelet transform

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

37. 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, Amerika Birleşik Devletleri, 30 Ağustos - 03 Eylül 2011, ss.4816-4819

38. 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, Amerika Birleşik Devletleri, 30 Ağustos - 03 Eylül 2011, ss.3314-3317

39. 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, Yunanistan, 2 - 05 Kasım 2010

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