Dynamic Classification for Materials-Informatics: Mining the Solar Cell Space.
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DOI: 10.1002/minf.202000173
Abstract: The ever-growing data acquisition speed represents a challenge for data analysis in materials sciences in general and the field of solar cells in particular. This is because many unsupervised and supervised learning algorithms require model… read more here.
Keywords: classification materials; space; dynamic classification; materials informatics ... See more keywords
Evaluation of a dynamic classification method for multimodal ambiguities based on Hidden Markov Models
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DOI: 10.1007/s12530-020-09344-3
Abstract: The wide interest in ambiguities is because it represents uncertainty but also a fundamental item of discussion for who is interested in the interpretation of languages also considering that it is functional for communicative purposes.… read more here.
Keywords: classification method; method; multimodal ambiguities; evaluation dynamic ... See more keywords
A population‐based study to develop juvenile arthritis case definitions for administrative health data using model‐based dynamic classification
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DOI: 10.1186/s12874-021-01296-9
Abstract: Background Previous research has shown that chronic disease case definitions constructed using population-based administrative health data may have low accuracy for ascertaining cases of episodic diseases such as rheumatoid arthritis, which are characterized by periods… read more here.
Keywords: model based; classification; based dynamic; case ... See more keywords