Forecasting blood glucose values for patients can help prevent hypoglycemia and hyperglycemia events in advance. To this end, this study proposes an intelligent ensemble deep learning system to predict BG values in 15, 30, and 60 min prediction horizons based on historical BG values collected via continuous glucose monitoring devices as an endogenous factor and carbohydrate intake and insulin administration information as exogenous factors. Although there are numerous deep learning algorithms available, this study applied five algorithms, namely, recurrent neural network, (...) which is optimized for sequence data, and RNN-based algorithms, stacked LSTM, bidirectional LSTM, and gated recurrent unit). Then, a genetic algorithm was applied to the five prediction models to optimize their weights through ensemble techniques and to yield the final predicted BG values. The performance of the proposed model was compared to that of the autoregressive integrated moving average model as a baseline. The results show that the proposed model significantly outperforms the baseline in terms of the root mean square error and continuous glucose error grid analysis. For the valid 29 diabetic patients for the multivariate models, the RMSE was 11.08, 19.25, and 31.30 mg/DL for 15, 30, and 60 min PH, respectively. When the same data were applied to univariate models, the RMSE was 11.28, 19.99, and 33.13 mg/DL for 15, 30, and 60 min PH, respectively. Both the univariate and multivariate models showed a statistically significant difference compared with the baseline at a 5% statistical significance level. Instead of using a model with a single algorithm, applying a GA based on each output of a model with multiple algorithms was found to play a significant role in improving model performance. (shrink)

The notions of a hyper MV-deductive system, a -hyper MV-deductive system, a - hyper MV-deductive system, a -hyper MV-deductive system, a -hyper MV-deductive system and a -hyper MV-deductive system are introduced, and then their relations are investigated.

1. An Tŏng-mun ŭi hangmun chŏngsin kwa ch'ŏse pangsik -- 2. An Tŏng-mun ŭi Samsan Sŏwŏn wisang chŏngnip kwa kŭ ŭimi -- 3. Ha Ik-pŏm ŭi sam kwa munhak -- 4. Pak Ch'i-bok ŭi Nammyŏnghak kyesŭng yangsang -- 5. Kang Pyŏng-ju ŭi hangmun kwa munhak -- 6. Chŏng Chae-gyu ŭi hangmun chŏngsin kwa 'Taehak' haesŏk -- 7. Kim Chin-ho ŭi haksŏl e taehayŏ -- 8. Kwak Chong-sŏk ŭi Myŏngdŏksŏl nonjaeng -- 9. Kim Hwang ŭi Kyŏnghak Sipto e taehayŏ.

This chapter discusses some legal implications of Hong Kong’s three types of organ donation incentive and presents further thoughts about their ethical and policy implications. It aims to transform the useful findings presented in previous chapters into legal solutions and policy innovations in practice. We argue that the Hong Kong law is able to incorporate mixed incentive measures and further suggest detailed legal rules regarding organ incentives for the government to consider. In terms of ethical and policy implications in a (...) wider context, we suggest a paradigm shift in incentive structure and the adoption of mixed incentive measures for the promotion of organ donation and procurement. However, we agree that the exact choice or combination of organ incentive measures ultimately depends on how each country or jurisdiction will assess their practical effectiveness, political legitimacy, and ethical justification. (shrink)

This newly edited volume is a significant addition to the study of modern political thought. The volume includes an introduction co-authored by the two editors and 11 chapters covering early modern...

The basic concepts we use to frame metaphysical discussions – our tools of metaphysics – profoundly influence how those discussions proceed. Much recent work in anglophone metaphysics has centred on a set of hyperintensional such tools: grounding, dependence, fundamentality, and essence. This topical collection will provide new perspectives on these debates by bringing them into contact with Asian metaphysical traditions.

This study seeks to examine the impact of alumni connections between the evaluators and evaluatees on the results of peer review ratings for the Korean national R&D project and selection success rate. Specifically, this study analyzed the evaluation results of 8,402 research proposal entries submitted between 2007 and 2011 for the “general researchers support project,” all in the Natural Science and Engineering areas and sponsored by the National Research Foundation of Korea. Each proposal entry was evaluated by three evaluators, and (...) approximately 39 percent of the proposals had at least one evaluator from the same university. The results of this study showed that evaluators have a tendency to give relatively high scores to research proposals submitted by the alumni of the same universities as their alma mater. Also, when an evaluator from the same university as an evaluatee was included in the evaluator group, the results of this study showed that the percentage of entry submissions was higher compared to the contrary. Such results show that in the process of peer review–based research proposal evaluations for national R&D projects, alumni connections have significant influence on evaluation results in South Korea. (shrink)

PurposeThis study investigated the impact of age and myopia on visual form perception among Chinese school-age children.MethodsThis cross-sectional study included 1,074 students with a mean age of 12.1 ± 4.7 years. The mean spherical equivalence refraction of the participants was −1.45 ± 2.07 D. All participants underwent distance visual acuity, refraction measurement and local and global visual form perception test including orientation, parallelism, collinearity, holes and color discrimination tasks.ResultsThe reaction times of emmetropes were slower than those of myopic and high (...) myopic groups on both local and global discrimination tasks. A reduction in reaction times was found with increasing age on both local and global discrimination tasks. Age was significantly associated with both local and global visual perception performance after adjusting for gender, visual acuity and SER.ConclusionsThis study revealed that both local and global visual perception improve with age among Chinese children and that myopes seem to have better visual perception than emmetropes. (shrink)

本书收辑的40篇论述,基本包括陈康先生用中外文发表的主要学术著作。全书分两部分,前一部分是研究希腊哲学的论文,后一部分是研究一般哲学问题的论述。.

1-pu. Ttang ŭi soksagim -- 2-pu. Mul ŭi norae -- 3-pu. Pulkkot ch'ŏrŏm -- 4-pu. Param ŭi hŭnjŏk.

Second, follow-up interview of Cecilea Mun by Shelley Tremain.

Cecilea discusses with Shelley Tremain her experience as a first-generation U.S. citizen and first-generation university graduate; why she was motivated to study philosophy and become a professional philosopher; the launching of the new, open access, online journal, the Journal of Philosophy of Emotions (JPE); the “mismatch” between what she seemed like “on paper” and what she is is capable of; how societal, institutional, professional, and philosophical practices and policies must be adjusted to enable others like her to flourish as professional (...) philosophers; and any resources—such as articles, books, and videos—that she would like to recommend on the topics and issues that she has addressed in this interview. (shrink)

Shang. Qiu shi lun ji -- Xia. Xu qiu shi lun ji.