Mohd Hafeez Osman
3 papers in the PaperMetrix corpus
Papers by this author
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Issues in Requirements Specification in Malaysia’s Public Sector: An Evidence from a Semi-Structured Survey and a Static Analysis
2022 · International Journal of Advanced Computer Science and Applications
Requirement specifications (RS) are essential and fundamental artefacts in system development. RS is the primary reference in software development and is commonly written in natural language. Bad requirement quality, such as requirement smells, may lead …
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Abnormal Data Detection Model Based on Autoencoder and Random Forest Algorithm: Camera Sensor Data in Autonomous Driving Systems
2025 · International Journal of Advanced Computer Science and Applications
This project develops an AI-based anomaly detection system. In the field of autonomous driving, abnormal data will directly affect the safety of autonomous driving systems, especially in terms of abnormal camera sensor data. Sensor failure, …
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A Robust Prioritization Framework of Data Quality Dimensions to Improve ML-Driven Healthcare Systems Using AHP and Sensitivity Analysis
2025 · IEEE Access
The success of Machine Learning (ML) models in healthcare relies heavily on the quality of data used. High-quality data are crucial for improving the predictive capabilities and the overall performance of ML systems. Despite this, …