Publications

A complete list of my research papers and academic work.

Published Papers

Attrition Mill Optimization Algorithm: A Novel Approach for Solving Engineering Optimization Problems
Amir Mohammad Sharafaddini, Behnam Mohammad Hasani Zade, Najme Mansouri
Supercomputing Journal, 2025
DOI
Deep Learning Approaches to Detect Breast Cancer: A Comprehensive Review
Amir Mohammad Sharafaddini, Kiana Kouhpah Esfahani, Najme Mansouri
Multimedia Tools and Applications, 2025
DOI
A Binary Chaotic Transient Search Optimization Algorithm for Enhancing Feature Selection
Amir Mohammad Sharafaddini, Najme Mansouri
Arabian Journal for Science and Engineering, 2024
DOI
Leveraging Transfer Learning for High-Accuracy Breast Cancer Classification from Histopathological Images
Amir Mohammad Sharafaddini, Najme Mansouri
The 6th International Conference on Electrical Engineering, Computer, Mechanics and Artificial Intelligence, 2024
DOI
Enhanced Skin Cancer Classification Using Deep Learning and Gradient Boosting Techniques
Amir Mohammad Sharafaddini, Najme Mansouri
14th International Conference on Computer and Knowledge Engineering (ICCKE 2024) — IEEE, 2024
DOI
An Efficient Gannet Optimization Algorithm for Feature Selection based on Sensitivity and Specificity
Amir Mohammad Sharafaddini, Najme Mansouri
Journal of Algorithms and Computation, 2022
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Papers Under Review

Dual Memory Matrix Gannet Optimization with Dynamic Weight Adjustment for Robust Feature Selection
Amir Mohammad Sharafaddini, Behnam Mohammad Hasani Zade, Najme Mansouri
Cognitive Computation., 2025

Revised manuscript under review

Dropout Decoded: Comprehensive Classification and Analysis of Neural Network Regularization Methods
Amir Mohammad Sharafaddini, Najme Mansouri
Artificial Intelligence Review, 2025