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Bridging the Gap Between Industries: The Power of Knowledge Graphs – Part I

Ontotext

As knowledge graphs can represent the relationships between different entities, such as vehicles, cargo and warehouses, they can identify patterns and dependencies between the automotive industry and logistics that are not immediately obvious from the raw data. This can lead to operational cost cutting and improve competitiveness.

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Data Mining Use Cases

TDAN

Given that the global big data market is forecast to be valued at $103 billion in 2027, it’s worth noticing. “Information is the oil of the 21st century, and analytics is the combustion engine,” says Peter Sondergaard, former Global Head of Research at Gartner. And he has a point. As the amount of data generated […].

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ML internals: Synthetic Minority Oversampling (SMOTE) Technique

Domino Data Lab

propose a different strategy where the minority class is over-sampled by generating synthetic examples. The class imbalance problem: Significance and strategies. Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining, 73–79. In their 2002 paper Chawla et al. Japkowicz, N. Quinlan, J.