Πλοήγηση ανά Θέμα "Imbalanced dataset"
Αποτελέσματα 1-3 από 3
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Skin lesion diagnosis from images using novel ensemble classification techniques
(2010)Reduction of the error rate of melanoma diagnosis, a critical and very dangerous skin cancer that could be treated when early detected, is of major importance. Towards this direction, the present paper presents a novel ... -
Wafer Map Defect Pattern Recognition using Imbalanced Datasets
(2022)The accurate and automatic inspection of wafer maps is vital for semiconductor engineers to identify defect causes and to optimize the wafer fabrication process. This research work seeks to address the pattern recognition ... -
Wasserstein Generative Adversarial Network to Address the Imbalanced Data Problem in Real-Time Crash Risk Prediction
(2022)Real-time crash risk prediction models aim to identify pre-crash conditions as part of active traffic safety management. However, traditional models which were mainly developed through matched case-control sampling have ...