Dr. Öğr. Üyesi BURÇAK ASAL

Yayın Ağı

Makaleler 4

1. A Reliable and Explainable Ensemble Framework for Lithium-Ion Battery Charge Estimation

ASAL B., OYUCU S., AKSÖZ A., Kurker F., Bozkurt I., BİÇER E.

Energy Storage , cilt.8, sa.5, 2026 (ESCI, Scopus)

2. Benchmarking TabNet, NODE, and FT-Transformer for Software Defect Prediction: An Empirical Comparison and Explainability Analysis

ASAL B., Yalciner B.

IEEE Access , cilt.14, ss.11660-11681, 2026 (SCI-Expanded, Scopus)

3. Advancing Electric Vehicle Infrastructure: A Review and Exploration of Battery-Assisted DC Fast Charging Stations

AKSÖZ A., ASAL B., Bicer E., OYUCU S., Gencturk M., Golestan S.

ENERGIES , cilt.17, sa.13, 2024 (SCI-Expanded, Scopus)

4. Ensemble-Based Knowledge Distillation for Video Anomaly Detection

ASAL B., CAN A. B.

APPLIED SCIENCES-BASEL , cilt.14, sa.3, 2024 (SCI-Expanded, Scopus)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 6

1. Explainable Tabular Deep Learning for Network Anomaly Detection: A Comparative Study of AutoInt and DANet Architectures

ASAL B.

4th Cognitive Models and Artificial Intelligence Conference, AICCONF 2026, Prague, Çek Cumhuriyeti, 24 - 25 Nisan 2026, (Tam Metin Bildiri)

2. Explainable Pediatric Lung Capacity Prediction Using Category Embeddings and Mixture Density Networks

ASAL B.

2nd International Symposium on AI-Driven Engineering Systems, ISADES 2026, Hybrid, Mbale, Uganda, 19 - 20 Haziran 2026, (Tam Metin Bildiri)

3. Health Status Prediction Supported by Explainable Machine Learning: A Voting Regression Analysis with SHAP and LIME

ASAL B.

4th Cognitive Models and Artificial Intelligence Conference, AICCONF 2026, Prague, Çek Cumhuriyeti, 24 - 25 Nisan 2026, (Tam Metin Bildiri)

4. SHAP and LIME Enhanced Tsunami Detection with Stacking Based Integration of Advanced Tabular Deep Learning Models

ASAL B.

8th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, ICHORA 2026, Ankara, Türkiye, 21 - 23 Mayıs 2026, (Tam Metin Bildiri)

5. Enhancing Industrial IoT Cybersecurity with Explainable AI: A SHAP and LIME-Based Intrusion Detection Methodology

Asal B., Çakin A., Dilek S.

2025 7th International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA), Ankara, Türkiye, 23 Mayıs 2025, ss.1-8, (Tam Metin Bildiri) Sürdürülebilir Kalkınma