Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

Emboli detection using a wrapper-based feature selection algorithm with multiple classifiers

Biomedical Signal Processing and Control, vol.71, 2022 (Journal Indexed in SCI Expanded) identifier

Sperm morphology analysis by using the fusion of two-stage fine-tuned deep networks

Biomedical Signal Processing and Control, vol.71, 2022 (Journal Indexed in SCI Expanded) identifier

Estimation of Parkinson's disease severity using speech features and extreme gradient boosting

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, vol.58, no.11, pp.2757-2773, 2020 (Journal Indexed in SCI) identifier identifier identifier

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

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, vol.54, pp.295-313, 2016 (Journal Indexed in SCI) identifier identifier identifier

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

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, vol.52, no.1, pp.29-43, 2014 (Journal Indexed in SCI) identifier identifier identifier

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

DIGITAL SIGNAL PROCESSING, vol.23, no.3, pp.1012-1021, 2013 (Journal Indexed in SCI) identifier identifier

Modified dual tree complex wavelet transform for processing quadrature signals

BIOMEDICAL SIGNAL PROCESSING AND CONTROL, vol.6, no.3, pp.301-306, 2011 (Journal Indexed in SCI) identifier identifier

Articles Published in Other Journals

Akciğer Solunum Seslerinin Spektral Öznitelikler ile Sınıflandırılması

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

Refereed Congress / Symposium Publications in Proceedings

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

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

Dual Tree Complex Wavelet Transform Based Sperm Abnormality Classification

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

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

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

Short Time Fourier Transform based music genre classification

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

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

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

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 identifier identifier identifier

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 identifier

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 (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

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

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

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

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 identifier identifier identifier

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 identifier identifier identifier

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), Florida, United States Of America, 16 - 20 August 2016, pp.3745-3748 identifier identifier identifier

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

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

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

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

Field Programmable Gate Arrays Implementation of Dual Tree Complex Wavelet Transform

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

An Emboli Detection System Based on Dual Tree Complex Wavelet Transform

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

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

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

Directional Dual-Tree Rational-Dilation Complex Wavelet Transform

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 identifier identifier identifier

Symmetrical Directional Dual-Tree Complex Wavelet Packet Transform

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 identifier identifier identifier

Directional Dual-Tree Complex Wavelet Packet Transform

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

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 identifier

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

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

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

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

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 identifier

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

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 identifier identifier identifier

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 identifier identifier identifier

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 identifier

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

32nd Annual International Conference of the IEEE Engineering-in-Medicine-and-Biology-Society (EMBC 10), Buenos Aires, Argentina, 30 August - 04 September 2010, pp.1840-1843 identifier identifier identifier

A Complex Discrete Wavelet Transform for Processing Quadrature Doppler Ultrasound Signals

9th International Conference on Information Technology and Applications in Biomedicine, Larnaka, Cyprus (Gkry), 4 - 07 November 2009, pp.258-259 identifier identifier identifier

A New Wavelet Transform Method for Processing Doppler Signals

14th National Biomedical Engineering Meeting, İzmir, Turkey, 20 - 22 May 2009, pp.120-121 identifier identifier

Books & Book Chapters

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

in: Convergence and Hybrid Information Technology, Geuk LeeDaniel HowardDominik Slezak, Editor, Springer-Verlag , Berlin, pp.575-581, 2012

Effect of Different Window and Wavelet Types on the Performance of a Novel Crackle Detection Algorithm

in: Lecture Notes in Computer Science, Volume 6935, Convergence and Hybrid Information Technology, Lee Geuk,Howard Daniel,Ślęzak Dominik, Editor, Springer, London/Berlin , Berlin, pp.575-581, 2011 Creative Commons License