Conventional methods for fault diagnosis typically require a substantial amount of training data. However, for equipment with high reliability, it is arduous to form a large-scale well-annotated dataset due to the expense of data acquisition and costly annotation. Besides, the generated data have a large number of redundant features which degraded the performance of models. To overcome this, we proposed a feature transfer scenario that transfers knowledge from similar fields to enhance the accuracy of fault diagnosis with small sample. To (...) reduces the redundant information, data were filtered according to manifold consistency. Then, features were extracted based on CNN and feature transfer was conducted. For adequate fitness, the joint adaptation of conditional distribution and marginal distribution was used between the two domains. Minimum structural risk and MMD of adaptation were two indicators weighted for training the model. To test the efficiency of the model, we built an airborne fuel pump testbed, and contributed a new dataset that contained 15 categories of fault data, which serves as the small sample dataset in this research. Then the proposed model was applied in our experimental data. As a result, the fault diagnosis rate increases by 28.6% through our proposed model, which is more precise than other classical methods. The results of feature visualization further demonstrate that the features are more distinguished through the proposed method. All code and data are accessible on my GitHub. (shrink)

Qingping åŠ‰æ¸ å¹³ has published a series of articles criticizing Confucian ethics in its modern context (see various articles by Liu), which has drawn the attention of many scholars. My friends and I have debated with him and his allies on this issue (See Guo 2002, Yang Haiwen 2002, Yang Zebo 2003, 2004a, 2004b, Ding 2003, 2005a, 2005b, Gong 2004, Guo and Gong 2004, and Wen 2005). Most of the important articles in the debate are now collected in a volume (...) I edited, A Collection of Contentions about Confucian Ethics: Focusing on the Mutual Concealment among Family Members (Guo 2005 [ed.]). In the following, I attempt to respond to some of Liu’s criticisms of Confucian ethics. (shrink)

An experiment explored the acquisition of conscious and unconscious knowledge of semantic prosody in a second language under incidental and intentional learning conditions. Semantic prosody is the conotational coloring of the semantics of a word, largely uncaptured by dictionary definitions. Contrary to some claims in the literature, we revealed that both conscious and unconscious knowledge were involved in the acquisition of semantic prosody. Intentional learning resulted in similar unconscious but more conscious knowledge than incidental learning. The results are discussed in (...) terms of second language learning and the nature of unconscious knowledge. (shrink)

The key issue of traditional theories of human nature in China is De or virtue, Yu or desire and their correlation. It leads to two developing currents: one is the old tradition since Xia, Shang and Zhou, the Three Dynasties which take desire as nature, another is the new tradition later Confucius initiated which take virtue as nature. So the understanding of human nature in early China experienced a process from desire to virtue, or from the instinct of human to (...) the essence of human. Prior to Confucius, nature is desire and instinct. In that time, the theories of human nature has two themes, namely to manage nature by virtue and to explain nature by Qi. Since Lao Zi, virtue was taken as the inner essence of human. Later Confucius further to take virtue as nature directly, so completes the fundamental transformation of traditional theory of human nature. This is the source of the idea nature of reason and the origin of the theory nature is good. Zisi advocated “what Heaven has conferred is called the nature” to promote the new tradition, and named desire as “the inner”. The new excavated bamboo book Xing Zi Ming Chu not only developed the idea of “the inner” of Zisi, but also further to restore desire as nature, and constructed a unique system of outer moral apriorism for it. Shortly afterward, Mencius turns this trend and advocates none but the four beginnings is nature, desire only is impartment, therefore he develops the new tradition to extremes. Even though, before the period between Tang and Song dynasties, the mainstream of the theory of human nature in China was the oldtradition, and that the new tradition merely like a flash in the pan. In fact, the dualism of human nature in Song and Ming dynasties carried on the old tradition, and at the same time, succeeded the new tradition, and put them into a unified thought system. (shrink)

The Confucian culture, rich in its contents and great in its significance, exerted on the thinking, culture and political life of ancient China immense influences, unparalleled by any other school of thought or culture. Confucian theories on morality and ethics, with 'goodness' as the core and 'rites' as the norm, served as the 'key notes' of the traditional medical ethics of China. The viewpoints of Confucianism on benevolence and material interests, on good and evil, on kindheartedness, and on character cultivation (...) were all inherited by the medical workers and thus became prominent in Chinese traditional medical ethics. Hence, it is clear that the medical profession and Confucianism have long shared common goals in terms of ethics. Influenced by the excellent Confucian thinking and culture, a rather highly-developed system of Chinese traditional medical ethics emerged with a well-defined basic content, and the system has been followed and amended by medical professionals of all generations throughout Chinese history. This system, just to mention briefly, contains concepts such as the need: to attach great importance to the value of life; to do one's best to rescue the dying and to heal the wounded; to show concern to those who suffer from diseases; to practise medicine with honesty; to study medical skills painstakingly; to oppose a careless style of work; to comfort oneself in a dignified manner; to respect local customs and to be polite; to treat patients, noble or humble, equally, and to respect the academic achievements of others, etc. Of course, at the same time, Confucian culture has its own historical and class limitations, which exerted negative influences on traditional medical ethics. Now, if we are to keep up with the development of modern medicine, a serious topic must be addressed. That is how to retain the essence of our traditional medical ethics so as to maintain historic continuity and yet, at the same time, add on the new contents of medical ethics so as to incorporate modern features into our system. Therefore, when trying to reform medical practice in China, we are faced with the urgent need to inherit and promulgate the essence of Confucian ethics--discarding its obsolete concepts--while at the same time building up the new medical ethics that can meet the requirements of the outside world and the future. (shrink)

This research topic (RT) focused on the impact of fitness on cognitive function and development in adolescents and elderly adults from the standpoint of lifespan neuroscience. Adolescent brain development is characterized by multimodal integration of brain anatomical features and function, according to accumulating evidence. The elderly, on the other hand, suffer from age-related cognitive deterioration. Fitness may be a major factor influencing brain growth and cognitive performance throughout these two critical times for neurological development. It is a multidimensional notion that (...) includes cardiovascular fitness, muscular strength and endurance, flexibility, and body composition, as well as motor fitness (balance, agility, speed, power, and coordination). Adolescents and older people may be responsive to intervention trials aimed at improving fitness levels, such as outdoor activities, cardiovascular exercise, and mind-body practice since brain network integration and neural efficiency are rapidly altered during this period. This RT investigates how fitness influences structural and functional brain development, particularly cognitive functions, and emotional health in adolescents and elderly people, as well as training strategies that may assist cognitive progress throughout this time. It includes a clinical trial (1) and original research papers (4) on the influence of fitness on cognitive function and development in adolescents and elderly adults from a lifespan neu... (shrink)

Editor’s AbstractGuo Qiyong is one of China's leading scholars of Confucianism, and in this essay proposes a distinctive way of thinking about Mainland New Confucianism that is notable for excluding Jiang Qing, Chen Ming, and some other self-identified Mainland New Confucians. Guo says that the fundamental political goal of all New Confucians has been “liberalism”; he argues that values like democracy and human rights can be both universally shared and yet retain distinctive, local differentiations.

The essential significance of scientific metaphor lies in applying the general metaphorical theory to specific interpretations and elaborations of scientific theories to form a methodology of scientific explanation. It is a contextual grasp of objective reality. A given metaphorical context and its grasp of the essence of reality can only be valid when the context is continually restructured. Taking the context as a whole, the methodological characteristic of scientific metaphor lies in the unity of understanding and choice, experience and concepts, (...) semantic structures and metaphorical domains, rationality and irrationality. As a form of thinking based on reasons, scientific metaphor plays an important role in invention, representation, explanation, evaluation, and communication. (shrink)

The article is of the opinion that simultaneous with the study of practice as an aggregate that conditions the movement of knowledge an in-depth inquiry should be made into the structure and function of practice and its law of development from different angles. The article lays emphasis on probing into the following: the process in which the capacity for practice is converted from potential into reality and the specific social and historical conditions for the conversion; the dialectic relations between the (...) purpose and effect, the effect and efficiency, and the general and the partial effect of practice and the objective criterion to judge the effect; and the feedback mechanism of the movement of practice and its function. On the basis of the above, the article analyzes the intricate interactions between practice and its various links of efficacy, effect, and feedback and arrives at the conclusion that the dialectical cycle of "practice-efficacy-effect-feedback-practice" is objective, universal, dynamic, and open and thus constitutes one of the basic laws of the movement of practice. (shrink)

The Zhuangzi is perhaps the one and only work in classical Chinese philosophy that never fails to blow one's mind with its exquisite intertwining of high frivolousness, literary power, ambiguity, ambivalence, profundity and provocativeness all at once. There is urgent need of a translation able to transmit this paradoxical reading experiences as it is. Happily, all of these qualities, with the possible exception of ambiguity, are revealed in Brook Ziporyn's Zhuangzi: The Complete Writings, with both poetry and precision. Through a (...) hermeneutical approach that inter-contextualizes each line and each word of the thirty-three chapters, especially many controversial places, he makes the chaotic and unsystematic text... (shrink)

In eukaryotic cells, heterochromatin is typically composed of tandem DNA repeats and plays crucial roles in gene expression and genome stability. It has been reported that silencing at individual units within tandem heterochromatin repeats exhibits a position‐dependent variation. However, how the heterochromatin is organized at an individual repeat level remains poorly understood. Using a novel genetic approach, our recent study identified a conserved protein Rex1BD required for position‐dependent silencing within heterochromatin repeats. We further revealed that Rex1BD interacts with the 14‐3‐3 (...) protein to regulate heterochromatin silencing by linking RNAi and HDAC pathways. In this review, we discuss how Rex1BD and the 14‐3‐3 protein coordinate to modulate heterochromatin organization at the individual repeat level, and comment on the biological significance of the position‐dependent effect in heterochromatin repeats. We also identify the knowledge gaps that still need to be unveiled in the field. (shrink)

The aim of our research is to demonstrate that intentionality as a major property of consciousness and as a basic state of mind plays an important role in all the activities in which the subject is related to the objective world. This paper is based on John Searle’s theory of intentionality. Both ideological cognition and practical activity are object oriented activities. However, the objects targeted by them and the ways they are associated with their subjects are different. The function of (...) intentionality of ideological cognition is mainly reflected on its directedness, whereas in practical activities—on its motivating and regulating capacities. (shrink)

The classic thirteenth-century collection of Zen koans with one of the most accessible commentaries to date, from a Chinese Zen teacher. For more than eight centuries the Gateless Barrier has been studied by Zen (or Chan) practitioners in order to bring about meditative realizations about the nature of ultimate reality. Compiled by Chan Master Wumen Huikai in the thirteenth century, the Gateless Barrier (Chinese: Wumen guan; Japanese: Mumonkan) is a collection of forty-eight koans--stories of the sayings and actions of Chan (...) Masters in which they freely and directly express their enlightened experience. This fresh English translation by Guo Gu--the first from a Chinese Chan teacher--is one of the most accessible to date, and his commentary brings new life to these classic teachings. (shrink)

The representatives of modern Neo-Confucianism all greatly value Yi Zhuan and regard it as one of their spiritual resources, and give their own creative interpretations and transformations. Xiong Shili's ontological-cosmological theory takes "qian yuan" as its center; Ma Yifu has a theory of ontology-cultivation centered on "nature-principle"; Fang Dongmei has a metaphysics of production and reproduction; Mou Zongsan takes the view of "completely knowing the fathomless and understanding transformation" as a moral metaphysics; and in Tang Junyi there is a theory (...) of the harmony of doctrines on Heaven and man in which "the knowledge of divine understanding" is its key concept. They employ modern philosophical concepts and thinking to illustrate the cosmology, ontology, theory of life, theory of human nature, theory of spiritual worlds, axiology and their connections in Zhou Yi. They affirm that the characteristics of Chinese philosophy that are different from Western philosophy consist in a naturalist view of vital life, a harmonious view of totality, an axiological view that values exist in natural universe and the world of fact, the pursuit of Good and Beauty, and intuitive experience of inner world. (shrink)

This study considers the potential for influencing business students to become ethical managers by directing their undergraduate learning environment. In particular, the relationship between business students’ academic cheating, as a predictor of workplace ethical behavior, and their approaches to learning is explored. The three approaches to learning identified from the students’ approaches to learning literature are deep approach, represented by an intrinsic interest in and a desire to understand the subject, surface approach, characterized by rote learning and memorization without understanding, (...) and strategic approach, associated with competitive students whose motivation is the achievement of good grades by adopting either a surface or deep approach. Consistent with the hypothesized theoretical model, structural equation modeling revealed that the surface approach is associated with higher levels of cheating, while the deep approach is related to lower levels. The strategic approach was also associated with less cheating and had a statistically stronger influence than the deep approach. Further, a significantly positive relationship reported between deep and strategic approaches suggests that cheating is reduced when deep and strategic approaches are paired. These findings suggest that future managers and business executives can be influenced to behave more ethically in the workplace by directing their learning approaches. It is hoped that the evidence presented may encourage those involved in the design of business programs to implement educational strategies which optimize students’ approaches to learning towards deep and strategic characteristics, thereby equipping tomorrow’s managers and business executives with skills to recognize and respond appropriately to workplace ethical dilemmas. (shrink)

Mou Zongsan uses the highest moral principle “autonomy” to interpret Confucius’ benevolence and Mencius’ “inherent benevolence and righteousness”, focuses on the self-rule of the will. It does not do any harm to Mencius’ learning, on the contrary, it is conducive to the communication between Chinese and Western philosophies. If we stick to Kant’s moral self autonomy and apply it to interpreting Zhu Xi’s moral theory, similarly we will discover the implications of Zhu Xi’s “autonomy” in his moral learning. Therefore, it (...) is inappropriate for Mou Zongsan to say that Zhu Xi’s ethics belongs to the autonomous one. (shrink)

In "Literary Variation of Indian Buddhist Stories in Chinese 志怪 Novels," Wei Guo discusses Buddhist Sutra scriptures which have been a reservoir of inspiration for Zhiguai novels since their first introduction in Chinese literature. Buddhist texts were less relevant for the "documentary" tradition of Chinese literature owing to their rough structure, vague context, and lack of a sense of history and reality, since they were originally intended as texts of didacticism. Hence, in order to integrate these exotic literary materials with (...) local aesthetic concepts, Chinese writers explored creative adaptations including the addition of adding detail, linguistic embellishments, and the endowment of each story with specific narrative scenes in terms of character, place, and time. Guo argues that Indian Buddhist stories have been remolded in Zhiguai novels and transformed from imaginary religious literature into figurative and documentary literature whereby the convergence of the source texts with the target texts shows the processes of formation of world literature. (shrink)

This book offers an annotated translation of two of preeminent Chinese Tang dynasty monk Chengguan’s most revered masterpieces. With this book, Chengguan’s Commentaries to the Avatamsaka Sutra and The Meanings Proclaimed in the Subcommentaries Accompanying the Commentaries to the Avatamsaka Sutra are finally brought to Western audiences.

The American psychoanalyst and developmental psychologist Daniel Stern’s idea of vitality forms might suggest a new solution to explain how other minds are intensely expressed in their actions. Vitality forms characterize the expressive style of actions. The effective perception of vitality forms allows people to recognize the affective states and intentions of others in their actions, and could even open the possibility of properties of objects that are indicated by the given actions. Currently, neurophysiological studies present that there might be (...) a neural mirror mechanism in the dorso-central insula, middle cingulate cortex, and other related cerebral areas, which serve to preferably perceive and deliver vitality forms of actions. In this article, possible types of vitality forms related to other minds, which have been brought to particular attention in recent years, have been collected and discussed in the following four areas: Vitality forms on understanding non-verbal intention, on understanding verbal intention, vitality forms as grounding social cognition, and as grounding social emotion. These four areas, however, might refer to an entirety of a binary actor-observer communicative landscape. In this review, we try to simplify the analysis by relying on two fundamental dimensions of criteria: first, the idea of vitality forms is conceived as the most basic way of observing subsequent higher-order dimensions of action, that is, understanding intention in the style of action. Thus, in the first two subsections, the relationships between vitality forms and their roles in understanding non-verbal and verbal intention have been discussed. Second, vitality forms could also be conceived as background conditions of all the other mental categories, that is, vitality forms can ground cognition and emotion in a social context. In the second dimension, the existence of social cognition or emotion depends on the existence of the stylistic kinematics of action. A grounding relation is used to distinguish a ground, that is, vitality forms, and its grounded mental categories. As relating with the domain of social perception, in this review, it has been discussed vitality forms possibly could ground social cognition and social emotion, respectively. (shrink)

Business Ethics: A European Review, EarlyView.

When there is no immediate response after a proposal and normally the silence is longer than 0.2 s, the proposer would take subsequent actions to pursue a preferred response or mobilize at least an articulated one from the recipient. These actions modulate the prior deontic stance embedded in the original proposal into four trends as follows: maintaining the prior deontic stance with a self-repair or by seeking confirmation; making the prior deontic stance more tentative by making a revised other-attentiveness proposal, (...) providing an account, pursuing with a tag question, or requesting with an intimate address term; making the prior deontic stance more decisive by making a further arrangement, closing the local sequence, or providing a candidate unwillingness account ; and canceling the prior deontic stance by doing a counter-like action. Additionally, these trends inherently embody a decisive-to-tentative gradient. This study would penetrate into the phenomena occurring in Mandarin mundane talk with the methodology of Conversation Analysis to uncover the underflow of deontic stance. (shrink)

The COVID-19 pandemic has brought hunger to millions of people around the world. Social distancing measures coupled with national lockdowns have reduced work opportunities and the overall household incomes. Moreover, the disruption in agricultural production and supply routes is expected to continue into 2021, which may leave millions without access to food. Coincidentally, those who suffer the most are poor people. As such, food security and tourism poverty alleviation are interlinked when discussing social problems and development. While the corporate interest (...) in tourism poverty alleviation is as old as the industrial revolution, little research has been conducted to show how social innovation can be leveraged to reinforce food security and alleviate poverty. Thus, this case study examines the food industry in rural China to establish how it conducts social innovation in food production and distribution to facilitate social development and mitigate poverty. (shrink)

Poverty is a challenge leading to food insecurity in people's minds. This article discusses food governance as a psychological mechanism to facilitate the sense of wellness in people's minds in the context of tourism poverty alleviation. Mainly, we argue that, when a government is implementing tourism poverty alleviation, not only are economic efforts, but also positive psychological feelings are required. We, thus, argue that sound food governance may increase the sense of wellness in the minds of people as food consumers (...) by increasing food safety and security. This perspective paper contributes by explicating the influences of macrolevel governance design of safer and more secure food systems on people's psychological wellness, especially against the background of tourism poverty alleviation in developing countries. (shrink)