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Deep learning-based classification of breast tumors in ultrasound images / Ayub Ahmed Omar
Published 2022“…In this research project, recent breast tumor classification model algorithms are investigated and analyzed, and then the limitations and gaps in previous techniques are highlighted. …”
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2
Durian (Durio zibethinus) ripeness detection using thermal imaging with multivariate analysis
Published 2021“…Linear discriminant analysis (LDA), k-nearest neighbour (kNN), and support vector machine (SVM) were applied for the establishment of the optimal classification modelling algorithms. The SVM classifier gave the overall best performance for the discrimination of durian ripeness with a classification accuracy of 97 %. …”
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