Yayınlar & Eserler

Yayın Ağı
Makaleler 10
Tümü (10)
SCI-E, SSCI, AHCI (6)
SCI-E, SSCI, AHCI, ESCI (7)
ESCI (1)
Scopus (6)
TRDizin (5)

1. Automatic Modulation Classification Based on Hybrid LSTM-MLP with VAE-GAN–Assisted Data Augmentation

Balcı F., Ilgın H. A.
IEEE ACCESS , cilt.14, ss.1-36, 2026 (SCI-Expanded, Scopus)

2. Hybrid Machine Learning-Based Approach for Predicting the Poisson’s Ratio of Mechanical Metamaterials

Balcı H. Ş., Balcı F., Ilgın H. A., Ali D.
APPLIED SCIENCES , cilt.16, sa.11, ss.1-25, 2026 (SCI-Expanded, Scopus)

3. Topluluk makine öğrenmesi modeli oluşturularak tek kanallı EEG tabanlı biyometrik kimlik tanımlama sistemi

Balcı F., Ilgın H. A.
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , cilt.41, sa.1, ss.367-382, 2026 (SCI-Expanded, Scopus, TRDizin)

4. Hybrid Elmann BiLSTM Based Brain Tumor Classification on Augmented Data with Combination of Variational Auto-encoders and Generative Adversarial Network

Balcı F.
TRAITEMENT DU SIGNAL , cilt.41, sa.2, ss.1-10, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

5. Faster R-CNN structure for computer vision- based road pavement distress detection

Balci F., Yilmaz S.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , cilt.26, sa.2, ss.701-710, 2023 (ESCI, TRDizin) identifier identifier

6. Detection of melanoma with hybrid learning method by removing hair from dermoscopic images using image processing techniques and wavelet transform

SUİÇMEZ Ç., KAHRAMAN H. T., Suicmez A., YILMAZ C., BALCI F.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL , cilt.84, 2023 (SCI-Expanded, Scopus) identifier identifier

7. Improving the Prediction Accuracy in Deep Learning-based Cryptocurrency Price Prediction

Balcı F.
Academic Platform journal of engineering and smart systems (Online) , cilt.11, sa.2, ss.1-16, 2023 (TRDizin) Sürdürülebilir Kalkınma

8. DM-EEGID: EEG-Based Biometric Authentication System Using Hybrid Attention-Based LSTM and MLP Algorithm

BALCI F.
TRAITEMENT DU SIGNAL , cilt.40, sa.1, ss.65-79, 2023 (SCI-Expanded, Scopus) identifier identifier

9. A Hybrid Attention-based LSTM-XGBoost Model for Detection of ECG-based Atrial Fibrillation

Balcı F.
Gazi University Journal of Science Part A: Engineering and Innovation , cilt.8, ss.1-12, 2022 (TRDizin) Creative Commons License Sürdürülebilir Kalkınma

10. LSTM ile EEG Tabanlı Kimliklendirme Sistemi Tasarımı

Balcı F., Oralhan Z.
Avrupa Bilim ve Teknoloji Dergisi , cilt.1, ss.135-141, 2020 (TRDizin) Creative Commons License Sürdürülebilir Kalkınma
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 5

1. Performance of Machıne Learning-Based Network Slicing Methods In 5G and Beyond Communicatıon

Balcı F.
2 nd International Karatekin Science and Technology Conference, Çankırı, Türkiye, 21 - 22 Aralık 2023, ss.4-9, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

2. A Novel Attention-based LSTM-XGBoost Network for Classification of Atrial Fibrillation Signals

Balcı F.
International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2022), Baku, Azerbaycan, 20 - 22 Mayıs 2022, ss.1-3, (Özet Bildiri) Sürdürülebilir Kalkınma

3. Dispersion Entropy-based Fuzzy Classification for Motor Imagery Electroencephalogram

Balcı F.
International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2022), Baku, Azerbaycan, 20 - 22 Mayıs 2022, ss.1-3, (Özet Bildiri) Sürdürülebilir Kalkınma

4. Classification Of Neurodegenerative Diseases With Hybrid Deep Learning And Machine Learning Method For Detection Using Gait Rhythm Signal

Demirel A. N., Demir E., Alpağut B., Balcı F.
International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2022), Baku, Azerbaycan, 21 - 22 Mayıs 2022, ss.1-3, (Özet Bildiri) Sürdürülebilir Kalkınma

5. EEG Based Identification System Design via LSTM

BALCI F., ORALHAN Z.
Human-Computer Interaction, Optimization and Robotic Applications, Ankara, Türkiye, 26 - 27 Temmuz 2020, (Özet Bildiri)
Metrikler

Yayın

15

Yayın (WoS)

7

Yayın (Scopus)

6

Atıf (WoS)

26

H-İndeks (WoS)

3

Atıf (Scopus)

31

H-İndeks (Scopus)

2

Atıf (Scholar)

68

H-İndeks (Scholar)

4

Proje

6

Açık Erişim

17
BM Sürdürülebilir Kalkınma Amaçları