Yayınlar & Eserler

Yayın Ağı
Makaleler 37
Tümü (37)
SCI-E, SSCI, AHCI (24)
SCI-E, SSCI, AHCI, ESCI (26)
ESCI (2)
Scopus (25)
TRDizin (6)
Diğer Yayınlar (7)

1. End-to-end CNN-based detection of permanent first molars and prediction of root development stages from panoramic radiographs

Kayaci S. T., İLHAN H. O., SERBES G., Arslan H.
Scientific Reports , cilt.15, sa.1, 2025 (SCI-Expanded, Scopus) identifier identifier

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 , cilt.234, sa.15, ss.4269-4284, 2025 (SCI-Expanded) Sürdürülebilir Kalkınma identifier

3. Category-Aware Two-Stage Divide-and-Ensemble Framework for Sperm Morphology Classification

Turkoglu A. K., Serbes G., Uzun H., Aktas A., Hüner Yiğit M., Ilhan H. O.
DIAGNOSTICS , cilt.15, sa.17, ss.1-22, 2025 (SCI-Expanded) Creative Commons License identifier

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

AKTAŞ A., Cap T., SERBES G., İLHAN H. O., UZUN H.
Diagnostics , cilt.15, sa.12, 2025 (SCI-Expanded, Scopus) identifier identifier

5. 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., İLHAN H. O.
KSÜ Mühendislik Bilimleri Dergisi , cilt.28, 2025 (Hakemli Dergi) identifier

6. Detection of Jaw Lesions on Panoramic Radiographs Using Deep Learning Method

Çoban D., Yaşa Y., AKTAŞ A., İLHAN H. O.
Journal of Imaging Informatics in Medicine , 2025 (SCI-Expanded) identifier identifier

7. Loss-Based Ensemble Generative Adversarial Network Model for Enhancing the Sperm Morphology Classification

Cansiz B., İLHAN H. O., SERBES G.
Advanced Intelligent Systems , 2025 (SCI-Expanded) identifier

8. Olfactory EEG based Alzheimer disease classification through transformer based feature fusion with tunable Q-factor wavelet coefficient mapping

Cansiz B., İLHAN H. O., Aydın N., SERBES G.
Frontiers in Neuroscience , cilt.19, 2025 (SCI-Expanded) identifier identifier

9. 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) identifier

10. 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) identifier

11. 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) identifier

12. 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, Scopus) identifier

13. 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

14. 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, Scopus) Creative Commons License identifier

15. 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) identifier

16. 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) Creative Commons License identifier identifier identifier

17. 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)

18. 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, Scopus) Creative Commons License Sürdürülebilir Kalkınma identifier identifier identifier

19. 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, Scopus) identifier identifier

20. 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) identifier identifier

21. 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)

22. 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) identifier identifier identifier

23. 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) Creative Commons License identifier

24. Early Stage Diabetes Prediction Using Machine Learning Methods

Ergün Ö. N., İLHAN H. O.
European Journal of Science and Technology , 2021 (Hakemli Dergi) Creative Commons License Sürdürülebilir Kalkınma

25. 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, Scopus) identifier identifier identifier

26. 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, Scopus) identifier identifier identifier

27. 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) identifier identifier

28. 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) identifier identifier

29. 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) identifier identifier

30. 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)

31. 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) identifier identifier

32. 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) identifier identifier

33. 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) Creative Commons License

34. 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)

35. 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)

36. 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) Creative Commons License

37. 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 32

1. Realistic Cranial Defect Design and Integration Approach in CT-Based Segmented Skulls BT Tabanli Kafatasi B l tlemesinde Ger ek i Kraniyal Defekt Tasarimi ve Entegrasyon Yakla simi

ONAT F. E., Armagan Keskin R., Apaydinli B., Gunay A., Atici F. M., Kulle E., et al.
33rd IEEE Conference on Signal Processing and Communications Applications, SIU 2025, İstanbul, Türkiye, 25 - 28 Haziran 2025, (Tam Metin Bildiri) identifier

2. 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)

3. 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) identifier

4. 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) identifier

5. Comparative 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, ICSPIS 2024, Shahrood, İran, 25 - 26 Aralık 2024, ss.121-125, (Tam Metin Bildiri) identifier

6. 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 identifier

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) identifier

8. 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) identifier

9. 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) identifier

10. 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) identifier

11. 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) identifier

12. 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) identifier

13. 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) identifier

14. 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)

15. 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) identifier identifier

16. 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) identifier identifier

17. 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) identifier identifier

18. 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) identifier

19. 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) identifier

20. 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) identifier

21. 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) identifier

22. 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)

23. 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) identifier

24. 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) identifier

25. 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) identifier

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

ÇELİK E., İLHAN H. O., ELBİR A.
INISTA, 16 Mayıs 2017, (Tam Metin Bildiri) identifier

27. 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)

28. 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) identifier

29. 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)

30. Designing a system allowing high-definition video transfer with minimum latency and multi-use access to projection device by wireless

Uhan H. O., Akbas A.
1st International Conference on Complex Systems, ICCS 2012, Aghadir, Fas, 5 - 06 Kasım 2012, (Tam Metin Bildiri) identifier

31. A web based controlled GreenHouse system and Monitoring the System s Data

İLHAN H. O., SAVAŞ K., BULDU A.
International Educational Technology Conference, 26 - 28 Nisan 2010

32. A Comparative Study of Different IHS Transformation Models with a Tradeoff Parameter

Kösesoy İ., Delibaşoğlu İ., İlhan H. O., Çetin Ö.
Seoul International Conference on Applied Science and Engineering, Seoul, Güney Kore, 6 - 10 Ağustos 2014, ss.1-5
Kitaplar 4

1. Medikal Görüntü İşleme ve Makine Öğrenmesi

İlhan H. O., Serbes G.
Biyomedikal Mühendisliğinin Temelleri, İsmail Devecioğlu, Editör, Nobel Yayın Dağıtım, İstanbul, ss.303-337, 2022

2. Biyomedikal İşaret İşleme

Serbes G., İlhan H. O.
Biyomedikal Mühendisliğinin Temelleri, İsmail Devecioğlu, Editör, Nobel Yayın Dağıtım, İstanbul, ss.141-220, 2022

3. Medikal Görüntü İşleme ve Makine Öğrenmesi

İLHAN H. O., SERBES G.
Biyomedikal Mühendisliğinin Temelleri, İsmail Devecioğlu, Editör, Nobel Akademi, Ankara, ss.303-339, 2022

4. Biyomedikal İşaret İşleme

SERBES G., İLHAN H. O.
Biyomedikal Mühendisliğinin Temelleri, İsmail Devecioğlu, Editör, Nobel Akademi, ss.141-221, 2022
Metrikler

Yayın

73

Yayın (WoS)

29

Yayın (Scopus)

50

Atıf (Scopus)

370

H-İndeks (Scopus)

10

Atıf (Scholar)

12

H-İndeks (Scholar)

2

Atıf (Diğer Toplam)

5

Proje

12

Tez Danışmanlığı

11

Açık Erişim

61
BM Sürdürülebilir Kalkınma Amaçları