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IEEE/ICACT20250115 Slide.08        [Big Slide]       [YouTube]	Oral Presentation
	Methodology-> Workflow: We implemented three machine learning techniques (SVM, Decision Tree, and MLP) for manufacturing classification problems Each algorithm was chosen for its unique strengths: SVM for kernel transformation in complex patterns, Decision Trees for clear interpretable paths, and MLP for weighted connection patterns Models were evaluated based on heterogeneity handling, interpretability, data irregularity management, and scalability Implementation included parameter optimization and comprehensive performance assessment across all models

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