3 papers
cs.CV2026
AI for Maritime Security: Comparative Evaluation of CNN and Vision Transformer Architectures for Maritime Object Detection
Ismet Gocer, Zakirul Bhuiayn, Shakeel Ahmad +1
This study aims to enhance maritime security by using advanced Artificial Intelligence (AI) and Computer Vision (CV) techniques. For this purpose, it was designed and assessed inte…
cs.LG2026
A Novel Evaluation Metric for Unsupervised Learning in AIS-Based Maritime Anomaly Detection: MADQI
Ismet Gocer, Zakirul Bhuiyan, Raza Hasan +1
This paper introduces a new systematic framework for detecting anomalies in maritime Automatic Identification System (AIS) datasets. These anomalies include abnormal vessel behavio…
econ.GN2025
Introducing a New Brexit-Related Uncertainty Index: Its Evolution and Economic Consequences
Ismet Gocer, Julia Darby, Serdar Ongan
Important game-changer economic events and transformations cause uncertainties that may affect investment decisions, capital flows, international trade, and macroeconomic variables…