3 papers
cs.SE2025
From Illusion to Insight: Change-Aware File-Level Software Defect Prediction Using Agentic AI
Mohsen Hesamolhokama, Behnam Rohani, Amirahmad Shafiee +2
Much of the reported progress in file-level software defect prediction (SDP) is, in reality, nothing but an illusion of accuracy. Over the last decades, machine learning and deep l…
cs.SE2024
SDPERL: A Framework for Software Defect Prediction Using Ensemble Feature Extraction and Reinforcement Learning
Mohsen Hesamolhokama, Amirahmad Shafiee, Mohammadreza Ahmaditeshnizi +2
Ensuring software quality remains a critical challenge in complex and dynamic development environments, where software defects can result in significant operational and financial r…
q-fin.ST2024
A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis
Ali Abrishami, Jafar Habibi, AmirAli Jarrahi +2
Financial markets are integral to a country's economic success, yet their complex nature raises challenging issues for predicting their behaviors. There is a growing demand for an…