Yayınlar

ESERLER

 Makaleler  -Uluslararası 

1. Er, M. B. (2023). COVID-19 detection based on pre-trained deep networks and LSTM model using X-ray images enhanced contrast with artificial bee colony algorithm. Expert Systems, 40( 3), e13185. https://doi.org/10.1111/exsy.13185  (SCI- Expanded)

2. Çiğ, H., Güllüoğlu, M.T., Er, M.B., Kuran, U., Kuran, E.C. (2023). Enhanced disease detection using contrast limited adaptive histogram equalization and multi-objective cuckoo search in deep learning. Traitement du Signal, Vol. 40, No. 3, pp. 915-925. https://doi.org/10.18280/ts.400308  (SCI- Expanded)

3. IŞIK İBRAHİM, ER MEHMET BİLAL, IŞIK ESME (2022). Analysis and classification of the mobile molecular communication systems with deep learning. Journal of Ambient Intelligence and Humanized Computing, Doi: 10.1007/s12652-022-03790-4 (SCI- Expanded)

4. ER MEHMET BİLAL, Toktamış Dilek, IŞIK ESME (2022). Classification of thermoluminescence features of the natural halite with machine learning. Radiation Effects and Defects in Solids, 177, Doi: 10.1080/10420150.2022.2039927 (SCI- Expanded) 

5.  Ozyilmaz, Ayfer, Yuksel Bayraktar, Esme Isik, Metin Toprak, Mehmet Bilal Er, Furkan Besel, Serdar Aydin, Mehmet Firat Olgun, and Sandra Collins. 2022. "The Relationship between Health Expenditures and Economic Growth in EU Countries: Empirical Evidence Using Panel Fourier Toda–Yamamoto Causality Test and Regression Models" International Journal of Environmental Research and Public Health 19, no. 22: 15091. (SCI- Expanded) 

6. ER MEHMET BİLAL (2021). Heart sounds classification using convolutional neural network with 1D­local binary pattern and 1D-local ternary pattern features. Applied Acoustics, 180, 1-12., Doi: 10.1016/j.apacoust.2021.108152 (SCI- Expanded) 

7. ER MEHMET BİLAL, IŞIK ESME, IŞIK İBRAHİM (2021). Parkinson’s detection based on combined CNN and LSTM using enhanced speech signals with Variational mode decomposition. Biomedical Signal Processing and Control, 70, Doi: 10.1016/j.bspc.2021.103006 (SCI- Expanded)  

8. ER MEHMET BİLAL, ESİN EMİN MURAT (2021). Music Emotion Recognition with Machine Learning Based on Audio Features. Computer Science, 6, Doi: 10.53070/bbd.945894 

9. ER MEHMET BİLAL, ÇİĞ HARUN, AYDİLEK İBRAHİM BERKAN (2021). A new approach to recognition of human emotions using brain signals and music stimuli. Applied Acoustics, 175, 1­10., Doi: 10.1016/j.apacoust.2020.107840 (SCI- Expanded)  

10. IŞIK ESME, Toktamış Dilek, ER MEHMET BİLAL, Hatib Mehammed (2021). Classification of Thermoluminescence Features of CaCO3 with Long Short?Term Memory Model. Luminescence, 36, Doi: 10.1002/bio.4109 (SCI- Expanded) 

11. ER MEHMET BİLAL,ÇİĞ HARUN (2020). Türk Müziği Uyaranları Kullanılarak İnsan Duygularının Makine Öğrenmesi Yöntemi İle Tanınması. Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji, 8(2), Doi: https://doi.org/10.29109/gujsc.687199 

12. ER MEHMET BİLAL (2020). A Novel Approach for Classification of Speech Emotions Based on Deep and Acoustic Features. IEEE Access, 8, 221640-221653., Doi: 10.1109/ACCESS.2020.3043201 (SCI- Expanded) 

13. IŞIK İBRAHİM, ER MEHMET BİLAL, TAĞLUK MEHMET EMİN (2020). Analisis of Half Sphere receiver Model in molecular Communucation Through Diffusion . Journal of Physical Chemistry and Functional Materials 

14. ER MEHMET BİLAL,AYDİLEK İBRAHİM BERKAN (2019). Music Emotion Recognition by Using Chroma Spectrogram and Deep Visual Features. International Journal of Computational Intelligence Systems, 12(2), 1622-1634., Doi: 10.2991/ijcis.d.191216.001 (SCI- Expanded)  

15. ÖZGÜLER DERYA, ER MEHMET BİLAL, ÖZGÜLER ALPER TUNGA, ULAŞ MURAT (2018). MUHASEBE VE VERGİ UYGULAMALARI PROGRAMI ÖĞRENCİLERİNİN KARİYER PLANLARI: MALATYA MESLEK YÜKSEKOKULU ÖRNEĞİ. Eğitim ve Öğretim Araştırmaları Dergisi, 7(3), 131-138. 

16. ER MEHMET BİLAL,ÖZGÜLER ALPER TUNGA (2017). BİLİŞİM SEKTÖRÜNÜN BİLGİSAYAR TEKNOLOJİLERİ BÖLÜMÜ MEZUNLARINDAN BEKLENTİLERİ. Eğitim ve Öğretim Araştırmaları Dergisi, 6(1), 489-497. 

Makaleler  - Ulusal 

1. ER MEHMET BİLAL (2021). Özellik seçimi ve Derin Öğrenmeye Dayalı Parkinson Hastalığı Tespiti. European Journal of Science and Technology, 12, Doi: 10.31590/ejosat.817151 

2. ER MEHMET BİLAL (2021). ÖNCEDEN EĞİTİLMİŞ DERİN AĞLAR İLE GÖĞÜS RÖNTGENİ GÖRÜNTÜLERİ KULLANARAK PNÖMONİ SINIFLANDIRILMASI. Konya Journal of Engineering Sciences, 9, Doi: 10.36306/konjes.794505 

3. ER MEHMET BİLAL, IŞIK İBRAHİM (2021). LSTM TABANLI DERİN AĞLAR KULLANILARAK DİYABET HASTALIĞI TAHMİNİ. Türk Doğa ve Fen Dergisi, 10, Doi: 10.46810/tdfd.818528 

4. ER MEHMET BİLAL (2020). Akciğer Seslerinin Derin Öğrenme İle Sınıflandırılması. Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji, 8(5), Doi: https://doi.org/10.29109/gujsc.758325

Bildiriler -Ulusal 

1. Epileptic Seizure Detection via EEG Signals with Feature Extraction Technique Based on Cubic Spline Interpolation (In English) , KURAN EMRE CAN, ER MEHMET BİLAL, KURAN UMUT (2021).. 2021 29th Signal Processing and Communications Applications Conference (SIU), Doi: 10.1109/SIU53274.2021.9477895, (Tam metin bildiri) 

Bildiriler - Uluslararası 

1. K. H. Abdullah and M. Bilal Er, "Lung sound signal classification by using Cosine Similarity-based Multilevel Discrete Wavelet Transform Decomposition with CNN-LSTM Hybrid model," 2022 4th International Conference on Artificial Intelligence and Speech Technology (AIST), Delhi, India, 2022, pp. 1-4, doi: 10.1109/AIST55798.2022.10065345.

2. Kuran, E.C.; Kuran, U.; Er, M.B. Sub-Image Histogram Equalization using Coot Optimization Algorithm for Segmentation and Parameter Selection. arXiv 2022, arXiv:2205.15565

3. Power Saving, Safety and Remote Controlling Smart Building Based on IoT , Zebari Farhad Muhammed-Ameen, ER MEHMET BİLAL (2021).. 2021 2nd International Informatics and Software Engineering Conference (IISEC), Doi: 10.1109/IISEC54230.2021.9672374, (Tam metin bildiri) 

4. Gender Determination of Cats by Using Deep Learning on Cat Sound Spectrograms , ER MEHMET BİLAL, KURAN EMRE CAN, KURAN UMUT (2022).. MAS 16th INTERNATIONAL EUROPEAN CONFERENCE ON MATHEMATICS, ENGINEERING, NATURAL & MEDICAL SCIENCES, (Tam metin bildiri) 

5. Enhancement of Microscopic Images Using Deblurring Generative Adversarial Networks and Exposure Based Sub-Image Histogram Equalization Methods , KURAN UMUT, KURAN EMRE CAN, ER MEHMET BİLAL (2022).. 4. INTERNATIONAL SCIENCES AND INNOVATION CONGRESS, (Tam metin bildiri) 

6. A Knee X-ray Image Enhancement Method Combining Enhanced Super-Resolution Generative Adversarial Network and Contrast Limited Adaptive Histogram Equalization , KURAN EMRE CAN, KURAN UMUT, ER MEHMET BİLAL (2022).. INTERNATIONAL CONGRESS of ELECTRICAL and COMPUTER ENGINEERING, (Özet bildiri) 

7.  An Epileptic Seizure Detection Method Based on Classification of Statistical Features Extracted from Electroencephalographic Signals Using Standardized Variable Distances Algorithm , ER MEHMET BİLAL, KURAN EMRE CAN, KURAN UMUT (2021).. International Aegean Scientific Research Symposium 2021 (IASRS'21), 238-248., (Tam metin bildiri) 

8. Breast Cancer Diagnosis Using Neural Networks with Standardized Variable Distances Algorithm , KURAN UMUT, KURAN Emre Can, ER MEHMET BİLAL (2021).. International Congress on Scientific Advances, 353-363., (Tam metin bildiri) 

9. Investigation of Factors Affecting Radar Systems with Fuzzy Logic Method , Yapalıkan Betül, IŞIK İBRAHİM, ER MEHMET BİLAL (2021).. International Conference on Advances in Engineering, Architecture, Science and Technology (ICA-EAST 2021), (Tam metin bildiri) 

10. A Deep Learning Based model for Nano Communication Systems , IŞIK İBRAHİM, ER MEHMET BİLAL, IŞIK ESME (2021).. The World Conference on Nanotechnology Research & Applications, (Özet bildiri) 

11. Classification of Makam structures in Turkish art music with using artificial neural network , ER MEHMET BİLAL, ÇİĞ HARUN, KURAN UMUT (2017).. 2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Doi: 10.1109/IDAP.2017.8090276, (Tam metin bildiri) 

Kitaplar 

Uluslararası  - Kitapta Bölüm 

1. Electrical and Computer Engineering, Bölüm adı:(Parameter Selection of Contrast Limited Adaptive Histogram Equalization Using Multi-Objective Flower Pollination Algorithm) (2022)., KURAN UMUT, KURAN EMRE CAN, ER MEHMET BİLAL, Springer, Editör:Muhammet Nuri Seyman, Basım sayısı:436, Sayfa Sayısı 226, ISBN:978-3-031-01983-8, İngilizce(Bilimsel Kitap) SS