4 papers
Enhanced Chest Disease Classification Using an Improved CheXNet Framework with EfficientNetV2-M and Optimization-Driven Learning
Ali M. Bahram, Saman Muhammad Omer, Hardi M. Mohammed +1
The interpretation of Chest X-ray is an important diagnostic issue in clinical practice and especially in the resource-limited setting where the shortage of radiologists plays a ro…
From Dialect Gaps to Identity Maps: Tackling Variability in Speaker Verification
Abdulhady Abas Abdullah, Soran Badawi, Dana A. Abdullah +1
The complexity and difficulties of Kurdish speaker detection among its several dialects are investigated in this work. Because of its great phonetic and lexical differences, Kurdis…
Innovative Deep Learning Architecture for Enhanced Altered Fingerprint Recognition
Dana A Abdullah, Dana Rasul Hamad, Bishar Rasheed Ibrahim +3
Altered fingerprint recognition (AFR) is challenging for biometric verification in applications such as border control, forensics, and fiscal admission. Adversaries can deliberatel…
Foxtsage vs. Adam: Revolution or Evolution in Optimization?
Sirwan A. Aula, Tarik A. Rashid
Optimization techniques are pivotal in neural network training, shaping both predictive performance and convergence efficiency. This study introduces Foxtsage, a novel hybrid optim…