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This presentation explores the challenges and advancements in data mining across various domains. Beginning with an introduction to the overarching difficulties such as data quality, it delves into recent research. A literature review highlights domain-specific issues: imbalance in finance, sparsity in education, and privacy concerns in healthcare. The analysis section provides an overview of techniques used in data mining, comparing their application across domains. Finally, it emphasizes...