Patients with severe community acquired pneumonia (CAP) need continuous surveillance and monitoring at intensive care units (ICU), where they can receive specialized support as mechanical ventilation and/or hemodynamic support. Patients that require ICU admittance represent 10 to 30% of all patients interned because a pneumonia. In this category, high complication rate, prolonged hospital stay ...

An association rule generation algorithm usually generates too many rules including a lot of uninteresting ones. Many interestingness criteria are proposed to prune those uninteresting rules. However, they work in post-pruning process and hence do not improve the rule generation ef£ciency. In this paper, we discuss properties of informative rule set and conclude that the informative rule set in...

In this paper, we present an evaluation of novel rule evaluation support method for post-processing of mined results with rule evaluation models based on objective indices. Post-processing of mined results is one of the key issues in a data mining process. However, it is difficult for human experts to evaluate many thousands of rules from a large dataset with noises completely. To reduce the co...

Using a cognitive task (mental calculation) and a perceptual-motor task (stylized golf putting), we examined differential proficiency using the CWS index and several other quantitative measures of performance. The CWS index (Weiss & Shanteau, 2003) is a coherence criterion that looks only at internal properties of the data without incorporating an external standard. In Experiment 1, college stu...

Vectorcardiograms (VCG) from a consecutive group of 77 patients with significant aortic valve disease were analyzed. All of the patients had complete left and right heart catheterization with normal coronary arteriograms and normal left ventricular contraction. Thirty-five (46%) patients met VCG criteria for anterior myocardial infarction (AMI-35%) and/or inferior myocardial infarction (IMI-14%...

Multicriteria decision analysis evaluates multiple conflicting criteria in making, but are typical evaluating options. As the existing ordering operations involved multicriteria making cannot easily be implemented with intervals, we assume that scalar representative values intervals can effectively avoid this issue. To deal interval-valued criteria, propose a generalized golden rule value appro...

Proposed and interim European quality specifications for imprecision and inaccuracy have been compared with the US CLIA total error criteria for proficiency testing (PT). To assess the relative demands of separate imprecision and inaccuracy specifications vs total error criteria, we derived the imprecision and inaccuracy that would be allowable if a testing process were to provide 90% assurance...

Multi-criteria Evaluation (MCE) is increasingly being used in the assessment of natural resource management options which involve complex ecological, economic and social outcomes and interactions. This paper draws on the results of research experiences and reviews MCE applications to identify methodological issues with conducting MCE and future research possibilities. Some of the key issues tha...