The quality and quantity of training data are crucial to the performance of a deep-learning-based brain-computer interface system. However, it is not practical to record EEG data over several long calibration sessions. A promising time- and cost-efficient solution is artificial data generation or data augmentation. Here, we proposed a DA method for the motor imagery EEG signal called brain-area-recombination. For the BAR, each sample was first separated into two ones by left/right brain channels, and the artificial samples were generated by (...) recombining the half-samples. We then designed two schemas corresponding to the single- and multi-subject scenarios. Extensive experiments using the classifier of EEGnet were conducted on two public datasets under various training set sizes. In both schemas, the BAR method can make the EEGnet have a better performance of classification. To make a comparative investigation, we selected two common DA methods, and the BAR method beat them. Further, using the proposed BAR for augmentation, EEGnet achieved up to 8.3% improvement than a typical decoding algorithm CSP-SVM, note that both the models were trained on the augmented dataset. This study shows that BAR usage can significantly improve the classification ability of deep learning to MI-EEG signals. To a certain extent, it may promote the development of deep learning technology in the field of BCI. (shrink)

本书阐述了行刑社会化的思想源流、行刑社会化的内涵解读、行刑社会化的立论基础、行刑社会化在中国的实践和困惑等八章内容。.

This study explored the relationship between teacher job stress and job burnout using a sample of 558 primary and secondary school teachers, who were administered with a teacher job stress scale, teacher job burnout scale, work–family conflict questionnaire, and general self-efficacy scale. The results showed that: job stress had a significant predictive effect on work–family conflict and job burnout; work–family conflict played a mediating role in the relationship between job stress and job burnout; self-efficacy was found to play a moderating (...) role in work–family conflict and job burnout. However, this indirect effect was stronger for teachers with high self-efficacy, which means that the protective effects of self-efficacy were limited. These findings add to research on the relationship between teacher job stress and job burnout, and provide ideas for teachers to balance work–family relationships and reduce job burnout. (shrink)

本书收录的文章按照四个主题进行了编排,分别是:世界历史与世界交往、马克思主义全球化理论建构、全球化与社会主义以及全球化理论的全球化等。.

本书从史学、文化学的角度对中国儒家伦理与商人精神进行探讨,文章有:《中国近世宗教伦理与商人精神》、《工业文明之精神基础》等。.

Heidegger through Hegel's "Phenomenology of Mind" from the absolute beginning and returns the absolute prerequisite for the analysis, while abandoning Hegel skillfully expounded his own view of hermeneutics, in particular related to the limited and infinite nature of the relationship, the meaning of existence and there are other issues, for we understand the "Phenomenology of Mind", to understand Heidegger's own thinking and in philosophical method, as well as between the two thinkers and critical internal succession relations are very instructive.

This paper studies the implication of channel discrepancy between the retail and direct channels in a dual-channel supply chain consisting of one common retailer and two manufacturers in which the manufacturers may have different market powers. Each manufacturer provides a substitutable product and opens an online channel to customers directly. We develop an analytical model to derive the optimal pricing strategies by using game theory and the backward induction method, and we examine related properties under three market power structures while (...) considering channel discrepancy, including the Nash equilibrium, the Manufacturers leader Stackelberg, and the M1 leader Stackelberg models. Numerical simulations are examined to reveal and verify the effect of channel discrepancy on optimal prices, demands, and profits. We find that a higher level of channel discrepancy induces higher prices, demands, and profits for each member in both channels, while this kind of stimulating impact for the leader manufacturer who obtains a higher level of channel discrepancy will be more significant than it is for the other members in the three models. In addition, the profit of the supply chain in the N model is always higher than it is in the MS model, while it may be higher or lower than it is in the M1S model depending on the level of channel discrepancy. (shrink)

Recent studies have demonstrated neural overlap between resting state activity and self-referential processing. This “rest-self” overlap occurs especially in anterior cortical midline structures like the perigenual anterior cingulate cortex (PACC). However, the exact neurotemporal and biochemical mechanisms remain to be identified. Therefore, we conducted a combined electroencephalography (EEG)-magnetic resonance spectroscopy (MRS) study. EEG focused on pre-stimulus (e.g., prior to stimulus presentation or perception) power changes to assess the degree to which those changes can predict subjects’ perception (and judgment) of subsequent (...) stimuli as high or low self-related. MRS measured resting state concentration of glutamate, focusing on PACC. High pre-stimulus (e.g., prior to stimulus presentation or perception) alpha power significantly correlated with both perception of stimuli judged to be highly self-related and with resting state glutamate concentrations in the PACC. In sum, our results show (i) pre-stimulus (e.g., prior to stimulus presentation or perception) alpha power and resting state glutamate concentration to mediate rest-self overlap that (ii) dispose or incline subjects to assign high degrees of self-relatedness to perceptual stimuli. (shrink)

In the article Boreyko Yuri Grigorovich «Primary community of modern ukrainian orthodox church as a form church of sociality» set significance of the religious community as a social phenomenon and the parish as a center of the institutional structure of the church in shaping religious orthodox believers, the ratio of the parish and the community as a form of religious associations, the nature of the participation of the believers in the daily life of religious communities and their integration into the (...) social relations within the parish and the community. (shrink)

The purpose of this study was to explore whether the performance of the green innovation brought positive effect to the competitive advantage. This study found that the performances of the green product innovation and green process innovation were positively correlated to the corporate competitive advantage. Therefore, the result meant that the investment in the green product innovation and green process innovation was helpful to the businesses. This study argued that the businesses should cognize the correct value and positioning of the (...) green innovation. (shrink)

The Blackwell Dictionary of Western Philosophy is a concise reference to the whole history of western philosophy, from ancient Greece to the present day. Spans all the major branches of western philosophical inquiry, all of the key figures Explains the meaning and usage of each philosophical concept in a fresh and engaging style Each entry on philosophical terms concludes with an illustrative quotation from a significant philosopher, to enhance the reader’s understanding Entries on terms and individual philosophers are fully cross-referenced (...) Co-written by the editor of the popular volume The Blackwell Companion to Philosophy (Second Edition, 2002). (shrink)

This paper explores organ donation through the perspective of Reconstructionist Confucianism. I argue that for organ donation in China to be morally permissible, public policy must conform to the norms of Confucian benevolence. Reconstructionist Confucianism appreciates benevolence as an objectively important feature of morality deeply connected to moral rules governing propriety, integrity, righteousness, and human freedom. Here, benevolence involves sincere affection for another as an intrinsic good, rather than as a means to achieve other purposes. It requires developing self-restraint and (...) proper respect for others. As I argue, family-based consent is essential for ensuring that organ donation conforms to such an understanding of benevolence and is, thereby, compatible with Confucian culture. Consequently, legislation in China should solidify family-based consent for organ donation to consolidate a benevolent family environment as the basis of morality, law, and social existence. (shrink)

This study aims to explore if local responsiveness pressure and subsidiary resources influence green management adoption of overseas subsidiaries, and to investigate the relationships between the level of green management adoption and performance. The 101 effective samples were collected from 583 Taiwanese firms, which are listed in the top 1000 manufactory firms and have invested in China. Though structural equation model analysis' empirical results indicate that local responsiveness pressure and subsidiary resources both have positive effects on the level of green (...) management adoption of the subsidiary. This study also suggests that the level of green management adoption is positively related to the subsidiary's performance. (shrink)

This article proposed four novel constructs – green brand image, green satisfaction, green trust, and green brand equity, and explored the positive relationships between green brand equity and its three drivers – green brand image, green satisfaction, and green trust. The object of this research study was information and electronics products in Taiwan. This research employed an empirical study by use of the questionnaire survey method. The questionnaires were randomly mailed to consumers who had the experience of purchasing information and (...) electronics products. The results showed that green brand image, green satisfaction, and green trust are positively related to green brand equity. Furthermore, the positive relationship between green brand image and green brand equity is partially mediated by green satisfaction and green trust. Hence, investing on resources to increase green brand image, green satisfaction, and green trust is helpful to enhance green brand equity. (shrink)

本书包括《中国的公与私》和《公私》两部作品。《中国的公与私》由6篇文章会集而成;《公私》则是一篇较长的论文,对“公私”概念进行辞源性阐释.

This study proposed a novel construct – green core competence – to explore its positive effects on green innovation and green images of firms. The results showed that green core competences of firms were positively correlated to their green innovation performance and green images. In addition, this research also verified two types of green innovation performance had partial mediation effects between green core competences and green images of firms. Therefore, investment in the development of green core competence was helpful to (...) businesses for the enhancement of their green innovation and green images. Furthermore, this study found that green core competence, two types of green innovation performance, and green images of medium & small enterprises (SMEs) were all significantly less than those of large enterprises in the information and electronics industry in Taiwan. Therefore, there was the advantage of firm size for the green core competence in this industry, and it was imperative for SMEs to develop and create their green core competences to strengthen their green innovation performance, and green images. (shrink)

Literature on ethical behavior has paid little attention to the mechanism between macro-environmental variables and environmental performance. This study aims at constructing a model to examine the relationships which link cultural values, population growth, economic development, and environmental performance by incorporating the mediating role of education. The multiple linear regression model was employed to test the hypotheses on a 3-year-pooled sample of 51 countries. Empirical results conclude that national culture, economic development, and population growth would significantly influence environmental performance directly. (...) In addition, through the mediating effect of education, population growth and national culture would significantly affect environmental performance indirectly. These findings provide theoretical and managerial implications for constructing the mechanism of cultural values and ethical behavior in general and environmental management in particular. (shrink)

Ben shu tong guo dui yu Li Zhuowu he Yangming xue de chan shi, dui yu Zhongguo qian jin dai bu tong yu xi fang de lu xiang jin xing le bian xi, ren wei"zai Zhongguo si xiang zhong cun zai zhe bu tong yu Ouzhou si xiang shi de zhan kai de Zhongguo du zi de si xiang shi de zhan kai", fan dui yi ban chang jian de, yi Ouzhou de li shi zhan kai he jia zhi guan (...) wei ji zhun de xi fang zhong xin lun li shi guan, cong er zai Zhongguo nei zai de si xiang li lu zhong xun zhao Zhongguo de"jin dai"ji qi"qu she yu fa zhan"; ta hai da po le zai Riben tong xing de dui yu Li Zhuowu tong xin shuo shi ge ren zhu yi biao xian de fu qian shuo fa, ba Li Zhuowu wan qi de fu za si xiang, te bie shi fo jiao si xiang zai ta shen shang de du te ti xian tui xiang dui yu ming dai si xiang ben shen de jie shi. (shrink)

Ethics; Muslim scholars; Morocco; Andalus; history.

The Einstein-de Broglie soliton concept is applied to simulate stationary states of an electron in a hydrogen atom. According to this concept, the electron is described by the localized regular solutions to some nonlinear equations. It is shown that the electron-solilon center travels along some stationary orbit around the Coulomb center. The electromagnetic radiation is absent as the Poynting vector has non-wave asymptote O(r −3)after averaging over angles.

No research explored intellectual capital about green innovation or environmental management. This study wanted to fill this research gap, and proposed a novel construct – green intellectual capital – to explore the positive relationship between green intellectual capital and competitive advantages of firms. The empirical results of this study showed that the three types of green intellectual capital – green human capital, green structural capital, and green relational capital – had positive effects on competitive advantages of firms. Moreover, this study (...) found that green relational capital was the most common among these three types of green intellectual capital, and the three types of green intellectual capital of Medium & Small Enterprises (SMEs) were all significantly less than those of large enterprises in the information and electronics industry in Taiwan. In sum, companies investing many resources and efforts in green intellectual capital could not only meet the trends of strict international environmental regulations and popular environmental consciousness of consumers, but also eventually obtain corporate competitive advantages. (shrink)

No research explored intellectual capital about green innovation or environmental management. This study wanted to fill this research gap, and proposed a novel construct - green intellectual capital - to explore the positive relationship between green intellectual capital and competitive advantages of firms. The empirical results of this study showed that the three types of green intellectual capital - green human capital, green structural capital, and green relational capital - had positive effects on competitive advantages of firms. Moreover, this study (...) found that green relational capital was the most common among these three types of green intellectual capital, and the three types of green intellectual capital of Medium & Small Enterprises were all significantly less than those of large enterprises in the information and electronics industry in Taiwan. In sum, companies investing many resources and efforts in green intellectual capital could not only meet the trends of strict international environmental regulations and popular environmental consciousness of consumers, but also eventually obtain corporate competitive advantages. (shrink)

本书详细追溯了方以智晚年的活动和他最后自沉于惶恐滩,通过他在明亡后的生活与思想,试图揭开当时遗民士大夫的精神世界的一角。.

本书分为九章,内容包括中西伦理思想概述,道德原则的分析与评价,几个重要的道德范畴,体现伦理价值的道德规范,完善人的道德等。.

本书作者通过对中国哲学史上的天、命、阴阳、五行、感应、时、经权、常变、新民、亲民等著名而重要的哲学概念、命题、观念的梳理,勾画出中国思维的基本品质。.

BackgroundIndividuals with mind-wandering experience their attention decoupling from their main task at hand while others with flow experience fully engage in their task with the optimum experience. There seems to be a negative relationship between mind-wandering and flow. However, it remains unclear to what extent mind-wandering exerts an impact on flow. And it is also elusive whether physical activity and mindfulness, which are as important factors that affected individuals’ attentional control and psychological health, are beneficial in explaining the association between (...) mind-wandering and flow. The current study investigated the relationship between mind-wandering and flow, and the potential mediation effects of physical activity and mindfulness in this association.MethodsA cross-sectional exploratory study design, including multiple scales such as the Mind-Wandering Questionnaire, the International Physical Activity Questionnaire Short Form, Mindfulness Attention and Awareness Scale, and the Short Dispositional Flow Scale was applied. Descriptive statistics and bivariate correlation coefficients were applied in the analysis of these data. A multiple mediation model was used to examine the relationships between mind-wandering, flow, physical activity, and mindfulness.ResultsMind-wandering was inversely associated with physical activity, mindfulness and flow, respectively; and flow was positively related to physical activity and mindfulness, respectively. Moreover, multiple mediation results demonstrated that physical activity and mindfulness, respectively, mediated the relationship between mind-wandering and flow.ConclusionThese findings are helpful to understand how our minds attend to the present moment, and the crucial roles of physical activity and mindfulness in the association between mind-wandering and flow. An implication of these is the possibility that the effective strategies aimed at enhancing both the levels of physical activity and mindfulness are needed to reduce the negative impact of mind-wandering on flow. (shrink)