Posts in Machine Learning

Multi-View Evidential Deep Learning with Uncertainty Quantification for Robust Breast Cancer Diagnosis (2021)

Author: Mohammad Motaghianfar Abstract Breast cancer diagnosis with AI faces hurdles like uneven datasets, overly confident wrong predictions, and no way to measure uncertainty, which[…]

Unsupervised Learning of Cardiovascular Aging Trajectories from Cross-Sectional Population Data Reveals Critical Early-Adulthood Divergence (2021)

Author: Mohammad Motaghianfar Abstract Heart disease varies widely as people age, but tracking it over time is costly and complex. Cross-sectional data offers a cheaper[…]

Precision Crop Recommendation Using Multi-Feature Soil and Climatic Analysis for Sustainable Agriculture (2021)

Author: Mohammad Motaghianfar Abstract Sustainable farming is key to feeding a growing world amid climate shifts and soil decline. Traditional crop choices based on experience[…]

Stacked Ensemble Modeling with Domain-Specific Clustering for Robust Loan Approval Classification (2021)

Author: Mohammad Motaghianfar Abstract Background: Accurate loan approval classification is critical for financial risk management. Traditional machine learning models often struggle to capture the complex, non-linear[…]