Publications & Works

Publication Network
Articles 10
All (10)
SCI-E, SSCI, AHCI (4)
SCI-E, SSCI, AHCI, ESCI (6)
ESCI (1)
Scopus (5)
TRDizin (2)
Other Publications (2)

1. Associations between health system indicators and key public health outcomes using machine learning on WHO country level data

Valizada P., ELBİR A.
Discover public health , vol.23, no.1, 2026 (ESCI, Scopus) Creative Commons License

2. Ensemble Self-Learning for Pseudo-Labeling

Akdis M., ELBİR A.
Signal, Image and Video Processing , vol.19, no.12, 2025 (SCI-Expanded, Scopus)

3. A comprehensive review on cerebral emboli detection algorithms

Lone A. W., Elbir A., Aydin N.
WFUMB Ultrasound Open , vol.2, no.1, pp.1-16, 2024 (Peer-Reviewed Journal)

4. The Evaluation of Nature-Inspired Optimization Techniques for Contrast Enhancement in Images: A Novel Software Tool

İLHAN H. O., ELBİR A., SERBES G., AYDIN N.
Traitement du Signal , vol.40, no.4, pp.1305-1318, 2023 (SCI-Expanded, Scopus) Creative Commons License

5. Aspect Based Opinion Mining on Hotel Reviews

Demir Y. E., Durmaz S., Elbir A., Sığırcı İ. O., Diri B.
International journal of advances in engineering and pure sciences (Online) , vol.33, pp.28-34, 2021 (TRDizin)

6. Music genre classification and music recommendation by using deep learning

ELBİR A., Aydin N.
ELECTRONICS LETTERS , vol.56, no.12, pp.627-629, 2020 (SCI-Expanded, Scopus) Sustainable Development

7. The implementation of optimization methods for contrast enhancement

Elbir A., İlhan H. O., Aydın N.
COMPUTER SYSTEMS SCIENCE AND ENGINEERING , vol.34, no.2, pp.101-107, 2019 (SCI-Expanded, Scopus)

8. Churn Analizinde Sınıflama ve Kümeleme Tekniklerinin Uygulanması

ELBİR A., İLHAN H. O.
Akıllı Sistemler ve Uygulamaları Dergisi , vol.1, pp.239-242, 2018 (Peer-Reviewed Journal)

9. Blind Audio Source Separation Using Independent Component Analysis and Independent Vector Analysis

ELBİR A.
INTERNATİONAL JOURNAL OF APPLİED MATHEMATİCS, ELECTRONİCS AND COMPUTERS , vol.4, pp.174-177, 2016 (Peer-Reviewed Journal)

10. Gezgin Satıcı Probleminin Karınca Kolonisi ve Genetik Algoritmalarla Eniyilemesi ve Karşılaştırılması

ELBİR A.
SÜLEYMAN DEMİREL ÜNİVERSİTESİ FEN BİLİMLERİ ENSTİTÜSÜ DERGİSİ , vol.18, no.1, pp.8-13, 2014 (TRDizin)
Papers Presented at Peer-Reviewed Scientific Conferences 19

1. NAVIGATING TURKEY’S REAL ESTATE: ADVANCED PROPERTY VALUATION AND RECOMMENDATION SYSTEMS WITH MACHINE AND DEEP LEARNING

KOÇYİĞİT R. F., ELBİR A., DİRİ B.
20TH INTERNATIONAL ISTANBUL SCIENTIFIC RESEARCH CONGRESS ON LIFE, ENGINEERING, ARCHITECTURE, AND MATHEMATICAL SCIENCES, İstanbul, Turkey, 21 February 2025, (Full Text) Creative Commons License

2. SAR Image Classification Using Edge-Preserving Filters

Akkuş B., Elbir A., Karaca A. C.
9th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2025, Ankara, Turkey, 14 - 16 November 2025, (Full Text)

3. Prediction of Cryptocurrencies Using Machine Learning Methods

Kurt E. D., Elbir A., Diri B.
YTU Graduate School of Science and Engineering GradColloquium 2024 - Artificial Intelligence, İstanbul, Turkey, 04 June 2024, pp.50-51, (Summary Text)

4. An Ensemble Approach for Semi-Supervised Self Learning Algorithm

Akdiş M., Elbir A., Diri B.
2024 Innovations in Intelligent Systems and Applications Conference (ASYU), Ankara, Turkey, 16 - 18 October 2024, pp.1-6, (Full Text)

5. Emboli Detection by machine learning algorithms using multi-level feature extraction

Lone A. W., Elbir A., Aydın N.
8th IEEE International Conference on Image and Signal Processing and their Applications, ISPA 2024, Biskra, Algeria, 21 - 22 April 2024, (Full Text)

6. Akciğer Hastalıklarının Radyografi Görüntülerinden Derin Öğrenme Yöntemleriyle Tahmin

Porsuk O., Elbir A., Diri B.
2022 Innovations in Intelligent Systems and Applications Conference (ASYU), Antalya, Turkey, 07 September 2022, (Full Text) Creative Commons License

7. Sentiment Analysis for Hotel Attributes from Online Reviews

Demir Y. E., Durmaz S., ELBİR A., Sığırcı O., DİRİ B.
Akıllı Sistemlerde Yenilikler ve Uygulmaları Konferansı, İstanbul, Turkey, 15 - 17 October 2020, (Full Text)

8. Estimating the School Dropout Trend by Using Data Mining Methods Veri Madenciliǧi Yöntemleri Kullanarak Okul Birakma Eǧiliminin Tahmin Edilmesi

Elbir A., Gündüz E., Diri B.
2018 Innovations in Intelligent Systems and Applications Conference, ASYU 2018, Adana, Turkey, 4 - 06 October 2018, (Full Text)

9. Music Genre Classification and Recommendation by Using Machine Learning Techniques

Elbir A., Bilal Çam H., Emre Iyican M., Öztürk B., Aydın N.
2018 Innovations in Intelligent Systems and Applications Conference, ASYU 2018, Adana, Turkey, 4 - 06 October 2018, (Full Text)

10. Music Genre Classification and Recommendation by Using Machine Learning and Deep Learning

ELBİR A., AYDIN N.
Akıllı Sistemlerde Yenilikler Ve Uygulamaları Konferansı 2018, Adana, Turkey, 04 October 2018, pp.1-5, (Full Text)

11. Veri Madenciliği Yöntemleri Kullanarak Okul Bırakma Eğiliminin Tahmin Edilmesi

ELBİR A., DİRİ B.
Akıllı Sistemlerde Yenilikler Ve Uygulamaları Konferansı 2018, Adana, Turkey, 04 October 2018, pp.1-4, (Full Text)

12. The performance evaluation of the Cat and Particle Swarm Optimization Techniques in the image enhancement

Çam H. B., Akçakoca S., ELBİR A., İLHAN H. O., AYDIN N.
2018 Electric Electronics, Computer Science, Biomedical Engineerings’xx Meeting (EBBT), Istanbul, Turkey, 18 - 19 April 2018, (Full Text)

13. 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, (Full Text)

14. Churn Analizinde Sınıflama ve Kümeleme Tekniklerinin Uygulanması

ELBİR A., İLHAN H. O.
Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı, Antalya, Turkey, 05 October 2017, pp.1-5, (Full Text)

15. Detection and estimation of down syndrome genes by machine learning techniques Down Sendromlu Genlerin Makine Öǧrenmesi Teknikleri ile Tespiti ve Tahmini

Celik E., İLHAN H. O., ELBİR A.
25th Signal Processing and Communications Applications Conference, SIU 2017, Antalya, Turkey, 15 - 18 May 2017, (Full Text)

16. Detection and Estimation of Down Syndrome Genes by Machine Learning Techniques

ÇELİK E., İLHAN H. O., ELBİR A.
INISTA, 16 May 2017, (Full Text)

17. Parçacık Sürü Optimizasyonu Yöntemi ile Görüntü İyileştirme. Parçacık Sürü Optimizasyonu Yöntemi ile Görüntü İyileştirme

ELBİR A.
Akıllı Sistemlerde Yenilikler ve Uygulamaları (ASYU), Düzce, Turkey, 29 September 2016, pp.300-304, (Full Text)

18. The evaluation of detectors and descriptors on determination of semen cell

İLHAN H. O., ELBİR A.
2016 International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2016, Sinaia, Romania, 2 - 05 August 2016, (Full Text)

19. Music Genre Classification Using Acoustic Features and Autoencoders

Atahan Y., ELBİR A., AYDIN N.
2021 Innovations in Intelligent Systems and Applications Conference (ASYU), 6 - 08 October 2021, (Full Text)
Metrics

Publication

29

Publication (WoS)

6

Publication (Scopus)

18

Citation (WoS)

71

H-Index (WoS)

2

Citation (Scopus)

258

H-Index (Scopus)

6

Citation (Sum Other)

5

Project

3

Thesis Advisory

4

Open Access

7
UN Sustainable Development Goals
SDG 16: GOAL 16: PEACE, JUSTICE AND STRONG INSTITUTIONS