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View article: Enhancing Driver Monitoring Systems Based on Novel Multi-Task Fusion Algorithm
Enhancing Driver Monitoring Systems Based on Novel Multi-Task Fusion Algorithm Open
Distracted driving continues to be a major contributor to road accidents, highlighting the growing research interest in advanced driver monitoring systems for enhanced safety. This paper seeks to improve the overall performance and effecti…
View article: iAttention Transformer: An Inter-Sentence Attention Mechanism for Automated Grading
iAttention Transformer: An Inter-Sentence Attention Mechanism for Automated Grading Open
This study developed and evaluated transformer-based models enhanced with inter-sentence attention (iAttention) mechanisms to improve the automatic grading of student responses to open-ended questions. Traditional transformer models emphas…
View article: A Structured Dataset for Automated Grading: From Raw Data to Processed Dataset
A Structured Dataset for Automated Grading: From Raw Data to Processed Dataset Open
The increasing volume of student assessments, particularly open-ended responses, presents a significant challenge for educators in ensuring grading accuracy, consistency, and efficiency. This paper presents a structured dataset designed fo…
View article: Optimization of Deep Learning Model Using an Improved Three-term Conjugate Gradient Algorithm
Optimization of Deep Learning Model Using an Improved Three-term Conjugate Gradient Algorithm Open
The aim of this study is to present a new type of optimization algorithm to train deep learning model. In other to achieve this, we used a convex combination method to combine the coefficients of Fletcher-Reeves (FR) and Polak-Ribiere-Poly…