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Fund managers always keep their tab on the market, and keep searching for avenues where they can park their assets for a higher return. Although the equity markets, all over the world are much more popular for such activities, and have started to assume a more prominent role during the past...
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according to their happiness score. The three leading countries in terms of happiness from cluster 1 (medium happiness), cluster … 2 (high happiness), and cluster 3 (low happiness) are Oman, Denmark, and Guyana, respectively, followed by United Arab … Emirates, Finland, and Pakistan. Finally, we use four popular machine learning classification algorithms to validate our …
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cluster analysis is conducted for the German labor market area. Based on these characteristics six archetypes are identified …. These archetypes are found to be relatively stable over time, confirming that such a classification can be considered a good … basis for policy measures. Furthermore, this classification allows to identify trends that might lead to problems in the …
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Clustering nouns can be useful in construction of a set of synonyms for word sense disambiguation, to perform query expansion in a QA system [10], to build ontology from a text, in data mining, etc., especially for languages different to English for which doesn't exist such hierarchy as WordNet...
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Random forests are invariant and robust estimators that can fit complex interactions between input data of different types and binary, categorical, or continuous outcome variables, including those with multiple dimensions. In addition to these desirable properties, random forests impose a...
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multicriteria and clustering classification techniques in practice. Further, it presents some of the most common methodologies for …
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