Ehsan Namjoo
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View article: GlassBoost: A Lightweight and Explainable Classification Framework for Tabular Datasets
GlassBoost: A Lightweight and Explainable Classification Framework for Tabular Datasets Open
Explainable artificial intelligence (XAI) is essential for fostering trust, transparency, and accountability in machine learning systems, particularly when applied in high-stakes domains. This paper introduces a novel XAI system designed f…
View article: Improving Breast Cancer Diagnosis Using Grammatical Evolution-Based Feature Selection
Improving Breast Cancer Diagnosis Using Grammatical Evolution-Based Feature Selection Open
Machine learning has significantly advanced breast cancer diagnosis, yet challenges such as high-dimensional data, severe class imbalance, and limited interpretability persist. To address these issues, we proposed a Grammatical Evolution (…
View article: Comparison between EM and FCM algorithms in skin tone extraction
Comparison between EM and FCM algorithms in skin tone extraction Open
This study aims to investigate implementing EM and FCM algorithms for skin color extraction. The capabilities of three well-known color spaces, namely, RGB, HSV, and YCbCr for skin-tone extraction are assessed by using statistical modeling…
View article: Trust Classification in Social Networks Using Combined Machine Learning Algorithms and Fuzzy Logic
Trust Classification in Social Networks Using Combined Machine Learning Algorithms and Fuzzy Logic Open
Social networks have become the main infrastructure of today’s daily activities of people during the last decade. In these networks, users interact with each other, share their interests on resources and present their opinions about these …
View article: Quality Factor Enhancement of Optical Channel Drop Filters Based on Photonic Crystal Ring Resonators
Quality Factor Enhancement of Optical Channel Drop Filters Based on Photonic Crystal Ring Resonators Open
In this paper, a channel drop ring resonator filter based on two dimensional photonic crystal is proposed which is suitable for all optical communication systems. The multilayer of silicon rods in the center of resonant ring enables one to…