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Lecture Data mining and analysis: Fundamental concepts and algorithms: Chapter 1 - Mohammed J. Zaki, Wagner Meira

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Chapter 1 - Data mining and analysis. Data mining is the process of discovering insightful, interesting, and novel patterns, as well as descriptive, understandable, and predictive models from large-scale data. We begin this chapter by looking at basic properties of data modeled as a data matrix. We emphasize the geometric and algebraic views, as well as the probabilistic interpretation of data. |

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