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Visualization for Interval Data
Journal of Computational and Graphical Statistics, 2022Interval data are widely used in many fields, notably in economics, industry, and health areas. Analogous to the scatterplot for single-value data, the rectangle plot and cross plot are the conventional visualization methods for the relationship between ...
Muzi Zhang, Dennis K. J. Lin
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Interval Dominance-Based Feature Selection for Interval-Valued Ordered Data
IEEE Transactions on Neural Networks and Learning Systems, 2023Dominance-based rough approximation discovers inconsistencies from ordered criteria and satisfies the requirement of the dominance principle between single-valued domains of condition attributes and decision classes. When the ordered decision system (ODS) is no longer single-valued, how to utilize the dominance principle to deal with multivalued ...
Wentao Li +4 more
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Interval OLAP: Analyzing Interval Data
International Conference on Data Warehousing and Knowledge Discovery, 2014The ability to analyze data organized as sequences of events or intervals became important by nowadays applications since such data became ubiquitous. In this paper we propose a formal model and briefly discuss a prototypical implementation for processing interval data in an OLAP style.
Christian Koncilia +3 more
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Expert systems with applications, 2022
This paper aims to identify the behavior of interval data associated to its respective geospatial information with in the framework of Symbolic Data Analysis.
Wanessa W. L. Freitas +3 more
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This paper aims to identify the behavior of interval data associated to its respective geospatial information with in the framework of Symbolic Data Analysis.
Wanessa W. L. Freitas +3 more
semanticscholar +1 more source
Big data and reference intervals
Clinica Chimica Acta, 2022Although reference intervals (RIs) play an important role in clinical diagnosis, there remain significant differences with respect to race, gender, age and geographic location. Accordingly, the Clinical Laboratory Standards Institute (CLSI) EP28-A3c has recommended that clinical laboratories establish RIs appropriate to their subject population ...
Dan, Yang, Zihan, Su, Min, Zhao
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Interval data driven construction of shadowed sets with application to linguistic word modelling
Information Sciences, 2020The interval data from different surveyed persons for one linguistic word can reflect the intra- and inter-uncertainties of the word. This study shows how to construct shadowed set models for linguistic words based on the surveyed interval data. Firstly,
Chengdong Li +4 more
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