The emergence of the data scientist as having a critical role in helping organizations exploit big data-related technologies provides new challenges and opportunities for those responsible for the overall governance of this new data management landscape. While the potential benefits to the organization of harnessing the new insight from data scientists in terms of delivering competitive value is clear, what is less clear is how...
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The amount of textual information available, whether online or in institutional document repositories, has seen tremendous and unabated growth. Because of the importance of obtaining meaningful information from massive amounts of text data, pattern recognition is an important issue in text mining. In particular, kernel-based methods of pattern recognition are an effective alternative to explicit feature extraction. Kernel-based learning methods The kernel function—a function returning the inner...
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