Get started
Author

Amine Gonca Toprak

Observed name: Toprak, Amine Gonca
ORCID: 0000-0003-2425-5342
Observed ORCID: 0000-0003-2425-5342
OpenAlex ID: A5085067155
Artificial intelligence for next-generation 6G technologies and networks
2026 · Yasin Emre Tok, Amine Gonca Toprak, et al. · Discover Networks · 10
PDF
ML-Based Telecom Customer Churn Analysis
2025 · Amine Gonca Toprak, Öykü Berfin Mercan, et al. · Signal Processing and Communications Applications Conference (SIU) · 4
Performance Evaluation of a Pretrained BERT Model for Automatic Text Classification
2023 · Çepni, Sercan, Toprak, Amine Gonca, et al. · DergiPark (Istanbul University) · 3
PDF
Multi-Class Classification for IoT Attack Detection: An LLM-Based Approach
2025 · Öykü Berfin Mercan, Amine Gonca Toprak, et al. · Signal Processing and Communications Applications Conference (SIU) · 2
Fenomen-Hedef Kitle Eşleştirmesinin Otomatikleştirilmesi: Sosyal Medya Gönderilerinin Sınıflandırılması ile Reklama Yönelik Hedef Kitle Analizi
2024 · Mehmet Varan, Aslı Yatkınoğlu, et al. · Journal of Intelligent Systems Theory and Applications · 2
IPTV Device Anomaly Detection: ML Approaches
2025 · Mehmet Emin Baydilli, Öykü Yatıkkaya, et al. · Signal Processing and Communications Applications Conference (SIU) · 1
The Evolution of Wireless Communication with the THz Spectrum: New Horizons in 6G
2025 · Sümeye Nur Karahan, Amine Gonca Toprak, et al. · Cognitive Models and Artificial Intelligence Conference (AICCONF) · 1
Benchmarking Intelligent Large Language Models for Biomedical Text Summarization: A Performance Evaluation
2025 · Amine Gonca Toprak, Aytuğ Onan · Lecture notes in networks and systems · 1
In-Context Example Selection for Few-Shot Text Classification in 5G Security Text Using LLM
2026 · Öykü Berfin Mercan, Amine Gonca Toprak · Signal Processing and Communications Applications Conference (SIU)
QoS-Driven Snapshot Policy Modeling for Dynamic Network Slicing
2026 · Amine Gonca Toprak, Öykü Berfin Mercan · Signal Processing and Communications Applications Conference (SIU)
A Siamese Neural Network-Based Perceptual Quality Metric for Image and Video Assessment
2026 · Amine Gonca Toprak, Öykü Berfin Mercan, et al. · Sivas Cumhuriyet Üniversitesi Bilim ve Teknoloji Dergisi.
PDF
A Multi-Scenario Machine Learning Framework for Predicting 5G Network Quality of Service
2026 · Amine Gonca Toprak, Öykü Berfin Mercan · International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)
When Beneficial Intelligence Turns Hostile: A Survey of Adversarial Threats in AI-Native 6G
2026 · Mücahit Altintaş, Sümeye Nur Karhan, et al. · IEEE Open Journal of the Communications Society
Knowledge Distillation for Biomedical Text Classification: A Systematic Comparative Analysis of Multiple Teacher–Student Architectures
2026 · Amine Gonca Toprak, Aytuğ Onan · Computers, materials & continua/Computers, materials & continua (Print)
PDF
Görüntü ve Video Değerlendirmesi için Siyam Sinir Ağı Tabanlı Algısal Kalite Ölçütü
2025 · Toprak, Amine Gonca, Mercan, Öykü Berfin, et al. · DergiPark (Istanbul University)
İnce Ayar ile PyAnnote Kullanılarak Konuşmacı Güncesi Çıkarımı Doğruluğunun Artırılması
2025 · Amine Gonca Toprak, Sercan Çepni, et al. · Journal of Intelligent Systems Theory and Applications
PDF
Large Language Models for Telecom NLP: A Task-Oriented Survey
2025 · Amine Gonca Toprak, Öykü Berfin Mercan · International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)
Traditional Machine Learning and Large Language Model Approach in Network Intrusion Detection
2025 · Öykü Berfin Mercan, Amine Gonca Toprak, et al. · Signal Processing and Communications Applications Conference (SIU)
Explainable and Trustworthy Artificial Intelligence in 6G THz Networks: Challenges, Solutions, and Future Perspectives
2025 · Toprak, Amine Gonca, Mercan, Öykü Berfin, et al. · DergiPark (Istanbul University)
Enhancing Domain-Specific Summarization Quality for Telecommunications via Large Language Model Adaptation
2025 · Öykü Berfin Mercan, Amine Gonca Toprak · SSRN Electronic Journal
MHealth application for cancer care delivery
2024 · Kadir Üğüdücü, Tunç Cerit, et al. · AIP conference proceedings
Works count: 21
Citation count: 24
H-index: 3
I10-index: 1
Year
Topic
Type