Doç. Dr. Hamza Osman İLHAN

Yayın Ağı

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler 19

1. Advanced Multi-Level Ensemble Learning Approaches for Comprehensive Sperm Morphology Assessment

Aktaş A., Çap T., Serbes G., Ilhan H. O., Uzun H.

DIAGNOSTICS , cilt.15, sa.12, ss.1564-1584, 2025 (SCI-Expanded)

2. Deep learning based automated non-barcoded product identification system for in-person shopping

Atban F., Guleryuz S. E., Kocaoglu Y. E., İLHAN H. O.

European Physical Journal: Special Topics , 2025 (SCI-Expanded) Sürdürülebilir Kalkınma

3. Hi-LabSpermTracking: A Novel and High-Quality Sperm Tracking Dataset with an Advanced Ensemble Detection and Tracking Approach for Real-World Clinical Scenarios

AKTAŞ A., SERBES G., UZUN H., Yigit M. H., Aydın N., İLHAN H. O.

Advanced Intelligent Systems , 2025 (SCI-Expanded)

4. Hi-LabSpermMorpho: A Novel Expert-Labeled Dataset with Extensive Abnormality Classes for Deep Learning-Based Sperm Morphology Analysis

AKTAŞ A., SERBES G., Yigit M. H., Aydın N., UZUN H., İLHAN H. O.

IEEE Access , cilt.12, ss.196070-196091, 2024 (SCI-Expanded)

5. Advancing Diabetic Retinopathy Severity Classification Through Stacked Generalization in Ensemble Deep Learning Models

Ergun O. N., Ilhan H. O.

TRAITEMENT DU SIGNAL , cilt.40, sa.6, ss.2495-2506, 2023 (SCI-Expanded) Sürdürülebilir Kalkınma

6. 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 , cilt.40, sa.4, ss.1305-1318, 2023 (SCI-Expanded)

7. Detection of sperm cells by single-stage and two-stage deep object detectors

Yüzkat M., Ilhan H. O., Aydin N.

Biomedical Signal Processing and Control , cilt.83, 2023 (SCI-Expanded)

8. The performance comparison of pre-trained networks with the proposed lightweight convolutional neural network for disease detection in tomato leaves

Ecemis I. N., İLHAN H. O.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , cilt.38, sa.2, ss.693-705, 2023 (SCI-Expanded)

9. Decision and feature level fusion of deep features extracted from public COVID-19 data-sets

İlhan H. O., Serbes G., Aydın N.

APPLIED INTELLIGENCE , cilt.52, sa.8, ss.8551-8571, 2022 (SCI-Expanded)

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

İLHAN H. O., SERBES G.

Biomedical Signal Processing and Control , cilt.71, 2022 (SCI-Expanded)

11. Sperm Motility Analysis by using Recursive Kalman Filters with the smartphone based data acquisition and reporting approach

Ilhan H. O., Yüzkat M., Aydin N.

EXPERT SYSTEMS WITH APPLICATIONS , cilt.186, 2021 (SCI-Expanded)

12. Multi-model CNN fusion for sperm morphology analysis

YÜZKAT M., İLHAN H. O., AYDIN N.

COMPUTERS IN BIOLOGY AND MEDICINE , cilt.137, 2021 (SCI-Expanded)

13. Automated sperm morphology analysis approach using a directional masking technique

İLHAN H. O., SERBES G., AYDIN N.

Computers in Biology and Medicine , cilt.122, 2020 (SCI-Expanded)

14. A fully automated hybrid human sperm detection and classification system based on mobile-net and the performance comparison with conventional methods

Ilhan H. O., Sigirci I., Serbes G., Aydin N.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING , cilt.58, sa.5, ss.1047-1068, 2020 (SCI-Expanded)

15. Smartphone based sperm counting-an alternative way to the visual assessment technique in sperm concentration analysis

İLHAN H. O., AYDIN N.

MULTIMEDIA TOOLS AND APPLICATIONS , cilt.79, ss.6409-6435, 2020 (SCI-Expanded)

16. Automatic directional masking technique for better sperm morphology segmentation and classification analysis

İlhan H. O., Serbes G., Aydın N.

ELECTRONICS LETTERS , cilt.55, sa.5, ss.256-257, 2019 (SCI-Expanded)

17. The implementation of optimization methods for contrast enhancement

Elbir A., İlhan H. O., Aydın N.

COMPUTER SYSTEMS SCIENCE AND ENGINEERING , cilt.34, sa.2, ss.101-107, 2019 (SCI-Expanded)

18. A novel data acquisition and analyzing approach to spermiogram tests

İLHAN H. O., AYDIN N.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL , cilt.41, ss.129-139, 2018 (SCI-Expanded)

19. Automatic Detection of Regions of Interest in Makler Images by Combinational Approach and Sperms Analysis by Fuzzy C-means

İLHAN H. O., Karabiber F.

CURRENT MEDICAL IMAGING REVIEWS , cilt.14, sa.6, ss.981-994, 2018 (SCI-Expanded)

Diğer Dergilerde Yayınlanan Makaleler 13

1. A COMPARATIVE STUDY OF DOUBLE-STEP DEEP LEARNING FRAMEWORK FOR BURNED AREA IDENTIFICATION AND SEVERITY ASSESSMENT IN WILDFIRES

Yurdakul M. M., Bayram B., Bakirman T., Ilhan H. O.

KSÜ Mühendislik Bilimleri Dergisi , cilt.28, sa.1, ss.513-523, 2025 (Hakemli Dergi)

2. The evaluation of the effect of data balancing over the classification performances of ensemble of networks for the diabetic retinopathy

Al-Rubaye M. M., İLHAN H. O.

Sigma Journal of Engineering and Natural Sciences , cilt.42, sa.5, ss.1563-1574, 2024 (ESCI)

3. Derin Öğrenme Temelli Nesne Tespit Yöntemleri Kullanılarak İnsan Sperm Hücrelerinin Tespiti

YÜZKAT M., İLHAN H. O., AYDIN N.

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , cilt.30, ss.482-493, 2024 (ESCI)

4. Öznitelik Seviyesinde Füzyon Yaklaşımının Kuruyemiş Tür Sınıflandırılmasında Performans Değerlendirmesi

ATBAN F., İLHAN H. O.

Avrupa Bilim ve Teknoloji Dergisi , sa.45, ss.48-52, 2022 (Hakemli Dergi)

5. Effects of Color Space Transformations on Classification Performance of Sperm Morphology

Yüzkat M., İlhan H. O., Aydın N.

European Journal of Science and Technology , cilt.29, ss.70-75, 2021 (Hakemli Dergi)

6. The Implementation of DCGAN in the Data Augmentation for the Sperm Morphology Datasets

Balayev K., Guluzade N., AYGÜN S., İLHAN H. O.

European Journal of Science and Technology , cilt.0, ss.307-314, 2021 (Hakemli Dergi)

7. Early Stage Diabetes Prediction Using Machine Learning Methods

Ergün Ö. N., İLHAN H. O.

European Journal of Science and Technology , 2021 (Hakemli Dergi)

8. Churn Analizinde Sınıflama ve Kümeleme Tekniklerinin Uygulanması

ELBİR A., İLHAN H. O.

Akıllı Sistemler ve Uygulamaları Dergisi , cilt.1, ss.239-242, 2018 (Hakemli Dergi)

9. Sleep stage classification via ensemble and conventional machine learning methods using single channel EEG signals

Ilhan H. O., Bilgin G.

International Journal of Intelligent Systems and Applications in Engineering , cilt.5, sa.4, ss.174-184, 2017 (Hakemli Dergi)

10. Computer Based Grid Detection on Makler Images

İLHAN H. O., KARABİBER F.

International Journal of Signal Processing Systems , sa.4, ss.323-327, 2016 (Hakemli Dergi)

11. Active Learning as a Way of Increasing Accuracy

İLHAN H. O., AMASYALI M. F.

International Journal of Computer Theory and Engineering , cilt.6, sa.6, ss.460-465, 2014 (Hakemli Dergi)

12. Comparing Informative Sample Selection Strategies in Classification Ensembles

İLHAN H. O., AMASYALI M. F.

International Journal of Machine Learning and Computing , cilt.4, ss.79-84, 2014 (Hakemli Dergi)

13. Pre-Mapping System with Single Laser Sensor Based on Gmapping Algorithm

İlhan H. O., Yavuz S., Esenkanova J.

International Journal of Electrical Energy , cilt.1, ss.97-101, 2013 (Hakemli Dergi)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 29

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

Mohammadi H., SERBES G., İLHAN H. O.

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, (Tam Metin Bildiri)

3. Derin Öğrenme Yöntemleri ile Ektopik Erüpsiyon bölgelerinin tespiti ve şiddet sınıflandırması

Turunç E., Arslan S., İLHAN H. O., Yaşa Y.

6th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2024, İstanbul, Türkiye, 23 - 25 Mayıs 2024, (Tam Metin Bildiri)

4. Classification of PCA based Reduced Deep Features by SVM for Diagnosing Lung and Colon Cancer

Al-Ofary S., İLHAN H. O.

2023 5th International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), İstanbul, Türkiye, 08 Haziran 2023, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

5. 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, (Tam Metin Bildiri)

6. 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)

7. Decision Level Fusion of Transfer Learning based Models for Diagnosing Lung and Colon Cancer

Al-Ofary S., İLHAN H. O.

1st International Conference of Intelligent Methods, Systems and Applications, IMSA 2023, Giza, Mısır, 15 - 16 Temmuz 2023, ss.187-192, (Tam Metin Bildiri)

8. Narenciye Ağaç Yaprak Hastalıklarının Evrişimli Sinir Ağları ile Sınıflandırılması

Kılıç E., ECEMİŞ İ. N., İLHAN H. O.

2021 5th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Türkiye, 21 - 23 Ekim 2021, (Tam Metin Bildiri)

9. MR görüntüleri üzerinden Alzheimer hastalığının tespiti için Evrişimli Sinir Ağ tasarımı ve performans kıyaslaması

Atban F., İLHAN H. O.

2021 5th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Türkiye, 21 - 23 Ekim 2021, (Tam Metin Bildiri)

10. The Analysis of Mobile Platform based CNN Networks in the Classification of Sperm Morphology

İLHAN H. O.

2020 Medical Technologies Congress (TIPTEKNO), Ankara, Türkiye, 19 - 20 Kasım 2020, (Tam Metin Bildiri)

11. Morphological Classification of Low Quality Sperm Images Using Deep Learning Networks

YÜZKAT M., İLHAN H. O., AYDIN N.

2020 Medical Technologies Congress (TIPTEKNO), Türkiye, 19 Kasım 2020, (Tam Metin Bildiri)

12. A NOVEL EMBEDDED SYSTEM DESIGN TO ENHANCE THE STUDENT PRODUCTIVITY IN THE CLASSROOM

İLHAN H. O.

International Science and Technology Conference (ISTEC), Prag, Çek Cumhuriyeti, 3 - 05 Temmuz 2019, (Tam Metin Bildiri)

13. 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, (Tam Metin Bildiri)

14. 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, (Tam Metin Bildiri)

15. 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, (Tam Metin Bildiri)

16. 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 Nisan 2018, (Tam Metin Bildiri)

17. 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, (Tam Metin Bildiri)

18. Computer aided motile sperm counting Bilgisayar Destekli Hareketli Sperm Sayimi

İLHAN H. O., AYDIN N.

2017 Medical Technologies National Conference, TIPTEKNO 2017, Trabzon, Türkiye, 12 - 14 Ekim 2017, ss.1-5, (Tam Metin Bildiri)

19. Sleep stage classification by ensemble learning methods with active sample selection techniques

İLHAN H. O., Avci C.

2017 International Artificial Intelligence and Data Processing Symposium, IDAP 2017, Malatya, Türkiye, 16 - 17 Eylül 2017, (Tam Metin Bildiri)

20. Churn Analizinde Sınıflama ve Kümeleme Tekniklerinin Uygulanması

ELBİR A., İLHAN H. O.

Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı, Antalya, Türkiye, 05 Ekim 2017, ss.1-5, (Tam Metin Bildiri)

21. The Contribution of DSP Integration to ARM Cores in SBCs for the Video Decoding Process

İLHAN H. O., AYDIN N.

International Conference on Power, Control, Signals and Instrumentation Engineering (ICPCSI-2017), Hindistan, 21 - 22 Eylül 2017, (Tam Metin Bildiri)

22. The mesothelioma disease diagnosis with artificial intelligence methods

İLHAN H. O., Celik E.

10th IEEE International Conference on Application of Information and Communication Technologies, AICT 2016, Baku, Azerbaycan, 12 - 14 Ekim 2016, (Tam Metin Bildiri)

23. 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, Türkiye, 15 - 18 Mayıs 2017, (Tam Metin Bildiri)

24. The Effect of Active Sample Selection Technique on the Determination of Sleep Stages

İLHAN H. O.

4th MacroTrendConference:Paris 2016, 20 - 22 Aralık 2016, (Özet Bildiri)

25. 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, Romanya, 2 - 05 Ağustos 2016, (Tam Metin Bildiri)

26. Comparing Informative Sample Selection Strategies in Classification Ensembles

İLHAN H. O., AMASYALI M. F.

The 2nd International Conference on Information and Intelligent Computing, ICIIC 2013, Kuala Lumpur, Malezya, 29 Aralık 2013, cilt.1, ss.1-4, (Tam Metin Bildiri)