Volume 20, Issue 7, July 2020, Page W12-W14.

Linear regression and its variants have been widely used for classification problems. However, they usually predefine a strict binary label matrix which has no freedom to fit the samples. In addition, they cannot deal with complex real-world applications such as the case of face recognition where samples may not be linearly separable owing to varying poses, expressions, and illumination conditions. Therefore, in this paper, we propose the kernel negative ε dragging linear regression method for robust classification on noised and nonlinear (...) data. First, a technique called negative ε dragging is introduced for relaxing class labels and is integrated into the LR model for classification to properly treat the class margin of conventional linear regressions for obtaining robust result. Then, the data is implicitly mapped into a high dimensional kernel space by using the nonlinear mapping determined by a kernel function to make the data more linearly separable. Finally, our obtained KNDLR method is able to partially alleviate the problem of overfitting and can perform classification well for noised and deformable data. Experimental results show that the KNDLR classification algorithm obtains greater generalization performance and leads to better robust classification decision. (shrink)

Justin D’Arms and Daniel Jacobson have argued that to evaluate the funniness of a joke based on the consideration of whether it is morally appropriate to feel amused commits the “moralistic fallacy.” We offer a new and empirically informed reply. We argue that there is a way to take morality into consideration without committing this fallacy, that is, it is legitimate to say that for some people, witty but immoral jokes can fail to be funny because they are immoral. In (...) our account, one has an intramural moral reason not to feel amused if one focuses on the moral feature itself of a joke rather than the moral consequence implied in one’s reaction to the joke. When one judges a joke as not funny because of the intramural moral reason, one is in a negative emotional state with high arousal, for example, moral disgust or anger. This state is psychologically incompatible with amusement. That one has an intramural reason not to feel amused thus implies that one does not have a reason to feel amused. Moral consideration thus plays an indirect and appropriate role in the evaluation of the funniness of a joke. (shrink)

Bioethics is a subject far removed from the Chinese, even from many Chinese medical students and medical professionals. In-depth interviews with eighteen physicians, patients, and family members provided a deeper understanding of bioethical practices in contemporary China, especially with regard to the doctor-patient relationship (DPR) and informed consent. The Chinese model of doctor-family-patient relationship (DFPR), instead of DPR, is taken to reflect Chinese Confucian cultural commitments. An examination of the history of Chinese culture and the profession of medicine in China (...) is used to disclose the deep roots of these commitments. The author predicts that the DFPR model will further develop in China but that it will maintain its Chinese character. (shrink)

In this paper, I develop an account of appreciation. I argue that appreciation is an epistemic emotion in which the subject grasps the object in an affective way. The “grasping” and “feeling” components implies that in appreciation, we make sense of the object by having cognitive control over it, are motivated to maintain the valuable epistemic state of understanding, and experience the “aha” or “eureka” moment. This account offers a unified account of the many types of appreciation, including the aesthetic, (...) the moral, and the epistemic. In all these cases, appreciation requires some other first-order emotions as prerequisite. (shrink)

In this paper I argue that there is a structural parallelism between law and physics in Leibniz since his early years, which has significant influence on the formation of his views. I start by examining Leibniz's early physical system and an analogy with juridical laws that he uses to explain the structure of physical laws. Then, I argue that this analogy stems from an envisioned parallelism between law and physics. Finally, I illustrate the significance of this legal-physical parallelism by arguing (...) that it underlies some of Leibniz's mature views. Most importantly, I argue that the parallelism explains the origin of architectonic principles or optimality principles in Leibniz's mature physics. (shrink)

Emotion is closely associated with language, but we know very little about how children express emotion in their own writing. We used a large‐scale, cross‐sectional, and data‐driven approach to investigate emotional expression via writing in children of different ages, and whether it varies for boys and girls. We first used a lexicon‐based bag‐of‐words approach to identify emotional content in a large corpus of stories (N>100,000) written by 7‐ to 13‐year‐old children. Generalized Additive Models were then used to model changes in (...) sentiment across age and gender. Two other machine learning approaches (BERT and TextBlob) validated and extended these analyses, converging on the finding that positive sentiments in children's writing decrease with age. These findings echo reports from previous studies showing a decrease in mood and an increased use of negative emotion words with age. We also found that stories by girls contained more positive sentiments than stories by boys. Our study shows the utility of large‐scale data‐driven approaches to reveal the content and nature of children's writing. Future experimental work should build on these observations to understand the likely complex relationships between written language and emotion, and how these change over development. (shrink)

The preferences of patients who lack DMC (Decision-Making-Capacity) should have some moral weight. However, I disagree with the author’s stronger claim, which argues that two other types of DMC (bu...

Not for the academic value of some of the situational events, often with a comprehensive, decisive, Yan'an new philosophy will the home of its columns. Will establish a new philosophy, a lot of grand strategy is one of the actions in Yan'an. This paper examines a new philosophy will be the basic process, an analysis of its membership and the subsequent effects, assessing its characteristics in the formation of contemporary Chinese culture, the unique role, made ​​a number of issues need (...) to be further explored. This paper shows that the new philosophy will not academics, but the educational organization. It is the ideology of expert training, knowledge and control of legal rights, the implementation of the regulatory action of self-sufficiency and closed culture strategy. New philosophy will be mainly in the construction and maintenance of highly exclusive mode of thinking to make contributions, as the full value of its effect remains to be thorough and reasonable debate. Some situational events, which have been neglected by academics, may be of significant importance. The Yan'an New Philosophy Association is an example. Its establishment was one of the ambitious strategic actions of the CCP in Yan'an. This paper examines the process of the YNPA's establishment, analyses the composition of its membership, assesses its unique effect on the formation of contemporary Chinese ideology, and raises some issues that are in need of further research. This study shows that the YNPA was an educational institution instead of an academic society, and that the experts in ideology it produced had exclusive power in the cultural domain and implemented the party's cultural policies. We can see that the YNPA greatly contributed to the construction and maintenance of a high degree of cultural exclusivity. A full picture of this association, however, requires much more in-depth studies. (shrink)

[English abstract] In his last metaethical statement, Parfit revisits his earlier arguments for non-metaphysical normative non-naturalism , and points to the possibility of convergence between his view and Railton's non-analytical normative naturalism. I examine the basis of this convergence claim and find it unpersuasive, mainly because if their views converge on the same position, Parfit's non-natural norms exist only as predicates. In order to avoid this consequence, he needs to present a reason for believing in the existence of normative properties (...) . There is an indispensability argument implicit in his text, with concepts of sui generis normative ground and necessity at its centre. I discuss their main features and present problems besetting these concepts. (shrink)

A 78-year-old Chinese woman joined a clinical trial sponsored by a Pharmaceutical companies. Unfortunately a serious Serious Adverse Event occurred. The sponsor paid for the cost of the medical care arising from the SAE, but refused the family’s request for compensation. The family then sued the company and the hospital in Beijing. Although the SAE was related to a complication of lower extremity angiography and not the drug itself, it was a direct consequence of participating in the trial. According Good (...) Clinical Practice, a set of regulations promulgated under Chinese law, “the sponsor should provide Insurance to those human subjects who participate in clinical trials, cover the cost of Treatment and the corresponding economic compensation for the occurrence of the harm or death associated with the trial”. The court ordered the trial sponsor to provide a translation of the company’s insurance policy, so that the court could understand the amount of compensation available to the Patient under the policy, but the sponsor never surrendered either the documentation or a translation. Consensus was never reached about the amount of compensation due to the patient through negotiation with the hospital, the company and the family. The Litigation ended after nine hearings and five long years. This chapter provides an ethical analysis of the case relative to at least three areas of Risks of Exploitation when a major, international Pharmaceutical companies sponsors clinical research in a country with an immature legal system and where Research participants have limited resources. (shrink)

Neuro-philosophy and the Healthy Mind (2016) is an intriguing book. The neuroscientist, psychiatrist, and philosopher Georg Northoff offers a careful and alluring investigation of brain-environment...

The COVID-19 pandemic exposed social shortcomings and ethical failures, but it also revealed strengths and successes. In this perspective article, we examine and discuss one strength: the duty to care. We understand this duty in a broad sense, as more than a duty to treat individual patients who could infect health care workers. We understand it as a prima facie duty to work to provide care and promote health in the face of risks, obstacles, and inconveniences. Although at least one (...) survey suggested that health care workers would not respond to a SARS-like outbreak according to a duty to care, we give reasons to show that the response was better than expected. The reasons we discuss lead us to consider normative accounts of the duty to care based on the adoption of social roles. Then, we consider one view of the relationship between empirical claims and normative claims about the duty to care in the COVID-19 pandemic. Here, we draw insight from Mengzi, with an emendation from Dewey. Our perspective leaves many question to research, but one point seems clear: there will be future pandemics and the need for health care workers who respond. (shrink)

The major ethical challenges for critical care medicine in China include the high cost of patient care in the ICU, the effect of payment mechanisms on access to critical care, the fact that much more money is spent on patients who die than on ones who live, the extent to which an attempt to rescue and save a patient is made, and the great geographical disparity in distribution of critical care. The ethical problems surrounding critical care medicine bear much relation (...) to the culture, public policy and health care system in China. The essay concludes that China should allocate more resources to ordinary medical services rather than to critical care medicine. (shrink)

This paper presents a case in whom a differential diagnosis of akinetic mutism with a disorder of consciousness was made using diffusion tensor tractography. A 69-year-old female patient was diagnosed with subarachnoid hemorrhage, intraventricular hemorrhage, and intracerebral hemorrhage produced by the subarachnoid hemorrhage. She exhibited impaired consciousness with a Coma Recovery Scale-Revised score of 13 until 1 month after onset. Her impaired consciousness recovered slowly to a normal state according to the Coma Recovery Scale-Revised at 7 weeks after onset. On (...) the other hand, she exhibited the typical clinical features of akinetic mutism. On the DTT performed at 1-month, the upper, and lower dorsal ascending reticular activating systems, which are related to a disorder of consciousness, showed an almost normal state. In contrast, the prefronto-caudate and prefronto-thalamic tracts, which are related to akinetic mutism, showed severe injuries. These DTT results suggested that the patient's main clinical features were not a disorder of consciousness but akinetic mutism. Therefore, DTT for the ascending reticular activating system, and the prefronto-caudate and prefronto-thalamic tracts could provide additional evidence for a differential diagnosis of DOC and AM at the early stages of stroke. (shrink)

Based on a case that happened in 2001 in China, the author wants to show the ethical and legal issues arising from a woman's wish, which should be her basic right to have a child by assisted reproduction technology. This paper attempts to analyse if there is some relationship between bioethics and happiness, and to find if there is some reason that bioethics should provide help for those whoever need it. The case is about a woman whose husband was sentenced (...) to death, she applied to court to allow her to have a child for her husband by artificial insemination of her husband. The conclusion of paper is that there is no direct relationship between bioethics and happiness, virtue and vice of bioethics not only depends on its moral background, but also the legal system, social psychology and other social circumstances. (shrink)

Environmental ethics can be cultivated in China and other Asian countries based on Chinese philosophical perspectives. Two major Chinese philosophies relevant to the issues of environmental ethics—Confucianism and Taoism—suggest certain approaches to developing environmental ethics. These approaches can complement each other in developing a Chinese or East Asian theory of environmental ethics. Drawing on these perspectives, China’s Wolong National Nature Reserve can face the challenge of protecting its pandas while developing the local economy. By adopting a set of strategies with (...) elements from both Confucianism and Taoism, Wolong has fared well in both protecting pandas and promoting environmental ethics. This case has implications for both managerial researchers and practitioners. (shrink)

本书主要探讨和分析先秦儒家义利观思想，侧重于在理论前提、理论内容、理论特质和理论价值四个方面对其进行论述和阐释。作者主要论述了对先秦儒家义利观思想的评价、启示和局限性的解读，指出“人”是“义”与“利” 的统一，不可偏废一端。要借鉴先秦儒家义利观中“义”与“利”的辩证统一关系，在新时代背景下完成“道义”与“利益”的结合。既要将“道义”从“利益”的局限中发展出来，又要始终做到“以人为本”，尊重个体的合理 之“利”，从而使“义”、“利”统一于“人之为人”的价值指向当中。.

As patient autonomy expands, a highly controversial issue has emerged. Should the advance directives of refusing life-saving treatments or requesting euthanasia of persons with dementia who express changed minds or are often in a happy state be fulfilled? There are two autonomy-related positions. The mainstream position in philosophical discussions supports the priority of ADs based on precedent autonomy. Buchanan and Brock, and Dworkin represent this view. The other position supports the priority of PWDs’ current wishes based on minimal autonomy represented (...) by Jaworska. By rethinking the theoretical and practical challenges of the two positions and their arguments respectively, the paper concludes that in such a scenario, the priority of ADs is morally indefensible, and it is also challenging to establish minimal autonomy defend the moral priority of PWDs’ current wishes. For PWDs whose past values, beliefs, and preferences fade away but who retain apparent intrinsic sentience of well-being, a modified defined quality-of-life approach serves as another reasonable basis in their medical decision-making, and the ADs and the QoL should be further merged to reduce the uncertainty of the grey zone. (shrink)

The paper studies how leaders can break employee silence. Drawing upon self-determination theory, we argue that empowering leadership can activate employees’ intrinsic motivation such that employees are more willing to break the silence at work; furthermore, the effect is stronger when employees have high levels of job autonomy. We collected time-lagged and multi-source data in a large company to test our hypotheses. The results show that empowering leadership can reduce employee silence through enhancing their intrinsic motivation. The mediation effect and (...) and the boundary effect of job autonomy on the mediation effect are all supported. This paper contributes to the literature on leadership, employee silence, and job design characteristics. (shrink)

BackgroundTo investigate the factors related to approval after review by an Institutional Review Board, the structure equation model was used to analyze the latent variables ‘investigators’, ‘vulnerability’ and ‘review process’ for 221 proposals submitted to our IRB.MethodsThe vulnerability factor included vulnerable cases, and studies that involved drug tests and genetic analyses. The principal investigator factor included the license level of the PI and whether they belonged to our institution. The review factor included administration time, total review time, and revision frequency. (...) The revision frequency and total review time influenced the efficiency of review.ResultsThe latent variable of reviewing was the most important factor mediating the PIs and vulnerability to IRB review approval. The local PIs moderated with genetic study and revision frequency had an impact on the review process and mediated non-approval.ConclusionsBetter guidance of the investigators and reviewers might improve the efficiency with which IRBs function. (shrink)

Synthetic biology (SynBio) covers two main areas: application engineering, exemplified by metabolic engi- neering, and the design of life from artificial building blocks. As the general public is often reluctant to embrace synthetic approaches, preferring nature to artifice, its immediate future will depend very much on the public’s reaction to the unmet needs created by the pervasive demands of sustainability. On the other hand, this reluctance should not have a negative impact on research that will now take into account the (...) existence of the multiple transitions that cells face over time. The ages of life—birth, development, maturation, senescence and death—reflect specific key transitions and have, until now, rarely been taken into account in SynBio designs. This results in a mismatch between novelty and the very long evolutionary time that led to the existing chassis [remember that this is the common term used to describe the cellular framework as seen by synthetic biologists (de Lorenzo & Danchin, 2008)]. It also implies that, in general, transitions between growth stages will be taken into account with the appro- priate embodiment of highly specific processes. This is particularly important when adapting new models to their host, whether natural or artificial. Adaptation fol- lows two stages, short-term accommodation of new entities and long-term assimilation into the cell as a whole. This requires discrimination between classes of entities. We suggest that proteins playing the essential role of Maxwell’ demons, here named Maxwell’s dis- criminators (MxDs) to refer to their original function, will permit the assimilation and accommodation of artificial constructs. As a consequence, we can foresee that class discrimination, beyond mere recognition, will be implemented in SynBio 2.0, leading to an authentic par- adigm shift (Kuhn, 1996), based on conceptions that embody information as a genuine currency of reality. (shrink)

Test anxiety is a widespread and primarily detrimental emotion in learning and achievement settings. This research aimed to explore the autonomic nervous system response patterns of test-anxious individuals in response to evaluative stress. By presenting a standard interview task, an evaluative scenario was effectively induced. Heart rate variability, a biomarker that can accurately reflect the ANS activity, was used to reflect the physiological responses of 48 high test-anxious subjects and 49 low test-anxious subjects. Results indicate that: both groups show a (...) significantly increased emotional arousal in the evaluative scenario; high test-anxious individuals show a significantly decreased emotional pleasantness in the evaluative scenario, whereas low test-anxious individuals show no significant changes; both groups show a significantly increased low-frequency HRV; high test-anxious individuals show a significantly decreased high-frequency HRV and root mean square of successive heartbeat interval differences, whereas low test-anxious individuals remain stable. These findings suggest that high test-anxious individuals display an increased sympathetic nervous system activity and a decreased parasympathetic nervous system activity in response to evaluative stress, while low-anxious individuals display an increased SNS activity and a stable PNS activity in response to evaluative stress. (shrink)

Supply networks as complex systems are significant challenges for decision-makers in predicting the evolution of cooperation among firms. The impact of environmental heterogeneity on firms is critical. Environment-based preference selection plays a pivotal role in clarifying the existence and maintenance of cooperation in supply networks. This paper explores the implication of the heterogeneity of environment and environment-based preference on the evolution of cooperation in supply networks. Cellular automata are considered to examine the synchronized evolution of cooperation and defection across supply (...) networks. The Prisoner’s Dilemma Game and Snowdrift Game reward schemes have been formed, and the heterogeneous environment and environmental preference have been applied. The results show that the heterogeneous environment’s degree leads to higher cooperation for both Prisoner’s Dilemma Game and Snowdrift Game. We also probe into the impact of the environmental preference on the evolution of cooperation, and the results of which confirm the usefulness of preference of environment. This work offers a valuable perspective to improve the level of cooperation among firms and understand the evolution of cooperation in supply networks. (shrink)