When relating genomic data to survival outcomes, there are three main challenges that are the censored survival outcomes, the high-dimensionality of the genomic data, and the non-normality of data. We propose a method to tackle these challenges simultaneously and obtain a robust estimation of detecting significant genes related to survival outcomes based on Accelerated Failure Time model. Specifically, we include a general loss function to the AFT model, adopt model regularization and shrinkage technique, cope with parameters tuning and model selection, (...) and develop an algorithm based on unified Expectation–Maximization approach for easy implementation. Simulation results demonstrate the advantages of the proposed method compared with existing methods when the data has heavy-tailed errors and correlated covariates. Two real case studies on patients are provided to illustrate the application of the proposed method. (shrink)

The authors have retracted this article [1] because they found a fundamental mistake in the methodology that is not correctable at this time. This mistake is found in the methodology and the derivation of the model with Tukey and Huber’s losses. Because of the error, the findings in the article are not reliable. All authors agree to this retraction.

This paper presents a new method to recognize human activities based on weighted classification for the features extracted by human body. Towards this end, new features depend on weight taken from image or video used in proposed descriptor. Human pose plays an important role in extracted features; then these features are used as the weight input with classifier. We use machine learning during two steps of training and testing images of standard dataset that can be used during benchmarking the system. (...) Unlike previous methods that need size or length of shapes mainly to represent the cues when machine learning is used to recognize human activities, accurate experimental results coming from appropriate segments of the human body proved the worthiness of proposed method. Twelve activities are used in challenging of availability comparison with dataset to demonstrate our method. The results show that we achieved 87.3% in training set, while in testing set, we achieved 94% in terms of precision. (shrink)

Teachers’ emotions are explicitly and conceptually presented as part of an educational system that affects and is affected by learner upshots, namely, learners’ self-emotions, behaviors, and cognition since educators and learners are involved in the outcomes of the school setting. English as a foreign language educators recurrently experience emotional damages during involvement in their profession as burnout, stress, boredom, and anxiety. EFL teachers need to regulate their emotions when facing a multivariate class environment that provides each learner with undeniable uniqueness. (...) The subject of the relationship between emotion regulation and the teacher’s emotions is receiving increasing attention in research. EFL teachers should be provided with an emotional regulation strategy to have a positive learning-instructing effect in the entire school community as fun learning activities, energetic students, enthusiastic educators, and strong relationships between the board of education. To focus on the role of teachers’ emotion on the one hand and the mediator role of emotional regulation, on the other hand, the current study endeavored to review the role of emotional regulation strategies more intensely to decrease negative emotions. Finally, some educational suggestions of the study regarding the educators’ behaviors are pinpointed. (shrink)

In _On Human Action and Practical Wisdom_, Yang Guorong offers a description of wisdom and action based on his “concrete metaphysics.” Yang attempts to go beyond the excessively linguistic, logical, and abstract focus found in the American analytic tradition.

The Great Divide in metaphysical debates about laws of nature is between Humeans, who think that laws merely describe the distribution of matter, and non-Humeans, who think that laws govern it. The metaphysics can place demands on the proper formulations of physical theories. It is sometimes assumed that the governing view requires a fundamental / intrinsic direction of time: to govern, laws must be dynamical, producing later states of the world from earlier ones, in accord with the fundamental direction of (...) time in the universe. In this paper, we propose a minimal primitivism about laws of nature (MinP) according to which there is no such requirement. On our view, laws govern by constraining the physical possibilities. Our view captures the essence of the governing view without taking on extraneous commitments about the direction of time or dynamic production. Moreover, as a version of primitivism, our view requires no reduction / analysis of laws in terms of universals, powers, or dispositions. Our view accommodates several potential candidates for fundamental laws, including the principle of least action, the Past Hypothesis, the Einstein equation of general relativity, and even controversial examples found in the Wheeler-Feynman theory of electrodynamics and retrocausal theories of quantum mechanics. By understanding governing as constraining, non-Humeans who accept MinP have the same freedom to contemplate a wide variety of candidate fundamental laws as Humeans do. (shrink)

The wave function in quantum mechanics presents an interesting challenge to our understanding of the physical world. In this paper, I show that the wave function can be understood as four intrinsic relations on physical space. My account has three desirable features that the standard account lacks: it does not refer to any abstract mathematical objects, it is free from the usual arbitrary conventions, and it explains why the wave function has its gauge degrees of freedom, something that are usually (...) put into the theory by hand. Hence, this account has implications for debates in philosophy of mathematics and philosophy of science. First, by removing references to mathematical objects, it provides a framework for nominalizing quantum mechanics. Second, by excising superfluous structure such as overall phase, it reveals the intrinsic structure postulated by quantum mechanics. Moreover, it also removes a major obstacle to ``wave function realism.''. (shrink)

A strongly deterministic theory of physics is one that permits exactly one possible history of the universe. In the words of Penrose (1989), "it is not just a matter of the future being determined by the past; the entire history of the universe is fixed, according to some precise mathematical scheme, for all time.” Such an extraordinary feature may appear unattainable in a world like ours. In this paper, I show that it can be achieved in a simple way and (...) discuss its implications for metaphysics and philosophy of science, including natural properties, free will, explanation, and modality. First, I propose a precise definition of strong determinism. Next, I discuss its philosophical ramifications and a toy example. Finally, I provide a realistic example of a strongly deterministic (and simple) physical theory---the Everettian Wentaculus. A surprising consequence is that whether or not our world is strongly deterministic may be empirically underdetermined. (shrink)

Two of the most difficult problems in the foundations of physics are (1) what gives rise to the arrow of time and (2) what the ontology of quantum mechanics is. They are difficult because the fundamental dynamical laws of physics do not privilege an arrow of time, and the quantum-mechanical wave function describes a high-dimensional reality that is radically different from our ordinary experiences. -/- In this paper, I characterize and elaborate on the ``Wentaculus” theory, a new approach to time’s (...) arrow in a quantum universe that offers a unified solution to both problems. Central to the Wentaculus are (i) Density Matrix Realism, the idea that the quantum state of the universe is objective but can be impure, and (ii) the Initial Projection Hypothesis, a new law of nature that selects a unique initial quantum state. On the Wentaculus, the quantum state of the universe is sufficiently simple to be a law, and the arrow of time can be traced back to an exact boundary condition. It removes the intrinsic vagueness of the Past Hypothesis, eliminates the Statistical Postulate, provides a higher degree of theoretical unity, and contains a natural realization of “strong determinism." I end by responding to four recent objections. In a companion paper, I elaborate on Density Matrix Realism. (shrink)

In the teaching process, teachers and students are under different psychological pressures. Especially under the influence of the epidemic, many teaching modes have been transformed from traditional classroom teaching to online teaching. Under the new teaching mode, especially the promotion and application of the blended teaching mode, classroom teaching is facing new challenges, and both students and teachers are facing new psychological pressures. If the psychological pressure is not resolved, the classroom effect will be even worse. Therefore, the purpose of (...) this paper is to analyze the source of the influencing factors of psychological stress under the new teaching mode, which is a rarely involved direction in the teaching field, and is of great significance for the promotion and application of the new teaching mode. Aiming at the blended teaching model, this paper focuses on the SPOC+PBL blended teaching model, designs a new teaching model of “English-Chinese translation and interpretation”, and studies the sources of pressure under the new model. Aiming at the influencing factors of psychological pressure, a psychological pressure model is established to explore the influence of six factors on psychological pressure. The experimental results of this paper show that the factor loadings of all variables are greater than 0.5, indicating that “self-esteem strength”, “self-efficacy”, “help-seeking experience”, “psychological counseling cognitive bias”, “counseling object positioning bias” and “psychological counseling” “Resources” and “availability” have a greater impact on psychological stress. (shrink)

In order to improve text reading ability, a human-computer interaction method based on artificial intelligence human-computer interaction is proposed. Firstly, the design of the AI human-computer interaction model is constructed, which includes the Stanford Question Answering Dataset and the designed baseline model. There are three components: the coding layer is based on a cyclic neural network, which aims to encode the problem and text into a hidden state; the interaction layer is used to integrate problems and text representation; the output (...) layer connects two independent soft Max layers after a fully connected layer, one is used to obtain the starting position of the answer in the text and the other is used to obtain the ending position. In the interaction layer of the model, this manuscript uses hierarchical attention and aggregation mechanism to improve text coding. The traditional model interaction layer has a simple structure, which leads to weak relevance between text and problems, and poor understanding ability of the model. Finally, the self-attention model is used to further enhance the feature representation of text. The experimental results show that the improved model in this manuscript is compared with the public AI human-computer interaction reading comprehension model. According to the data in the table, the accuracy of the model in this manuscript is better than that of the baseline model, in which the exact match value is increased by 1.4% and the F1 value is increased by 2.7%. However, compared with improvement point 2, the EM and F1 values of the model have decreased by 0.7%. It shows that the output layer has a certain impact on the effect of the model, and the improvement and optimization of the output layer can also improve the performance of the model. It is proved that AI human-computer interaction can effectively improve text reading ability. (shrink)

本书是一本关于陈冲体验人生感悟人生的书法集子。内容包括:悟道篇;明理篇;做人篇;处世篇等。.

This study examines the relation between firms' corporate philanthropic giving and their performance in three other social domains - employee relations, environmental issues, and product safety. Based on a sample of 384 U.S. companies and using data pooled from 1998 through 2000, we find that worse performers in the other social areas are both more likely to make charitable contributions and that the extent of their giving is larger than for better performers. Analyses of each separate area of social performance, (...) however, indicate that the relation between giving and negative social performance only holds for the environmental issues and product safety areas. We find no significant association between corporate philanthropy and employee relations concerns. In general, these findings suggest that corporate philanthropy may be more a tool of legitimization than a measure of corporate social responsibility. (shrink)

Human behavior depends on the ability to effectively introspect about our performance. For simple perceptual decisions, this introspective or metacognitive ability varies substantially across individuals and is correlated with the structure of focal areas in prefrontal cortex. This raises the possibility that the ability to introspect about different perceptual decisions might be mediated by a common cognitive process. To test this hypothesis, we examined whether inter-individual differences in metacognitive ability were correlated across two different perceptual tasks where individuals made judgments (...) about different and unrelated visual stimulus properties. We found that inter-individual differences were strongly correlated between the two tasks for metacognitive ability but not objective performance. Such stability of an individual’s metacognitive ability across different perceptual tasks indicates a general mechanism supporting metacognition independent of the specific task. (shrink)

The actual world, which surpasses the original state of being, consists in “affairs”. Affairs can be understood as human activity and its outcomes. From the perspective of an abstract metaphy...

As human activity in the broad sense, affairs unfold through the entirety of the processes of human being. They are also intrinsic to each aspect of human being. Through affairs, humans create heav...

The examination of names and words constitutes an important aspect of the philosophy of Zhuangzi. With the debate over the relationship between name and reality as its background, this examination not only involves the connection between form and meaning, but also targets at the connection between concepts and objects. The debate over the relationship between name and reality correlates with the discussion of the connection between words and meanings or ideas. For Zhuangzi, the function of names and words is first (...) and foremost embodied as the classification and distinction of being, while the Dao, as the universal principle of being, is characterized by equality and throughness. This leads to an inherent disparity and tension between names, words and the Dao. Zhuangzi's thinking and argument concern the connections between name and reality, words and ideas, and the Dao and words. This displays multiple theoretical perspectives and the complexity of its thought. /// 对名与言的考察，构成了《庄子》哲学的重要方面。以名实之辩为背景，名与 育的考察既捞及语言形式与涵义的关系，也指向概念与对象的关系。与名实之辩相 关的是言意之辩，后者所指向的是言与意的关系。同时，对《庄子》而言，名言的 作用首先表现为对存在的 "分" 和 "别", 而 "道" 作为存在的普遍原理，则以 "齐" 与 "通" 为内在品格，后者使道与名言呈现内在的距离和张力。对名与实、言与意、 道与言等关系的辨析，既展示了《庄子》的多重理论视域，又表现了其思想的复杂性。. (shrink)

本书分为三个部分。第一部分是自序,包括前言、序、代序、序言等;第二部分是他序,即为他人所撰之序;第三部分是自跋。.

Chen Guying’s _Laozi_ includes some of the most significant traditional commentary and influential contemporary scholarship. This book completely changed _Laozi_ studies in China, and its English translation gives scholars a unique inroad to Chinese perspectives on the _Laozi_.

本书收录了作者22篇文章。全书共分三部分,第一部分七篇,是基本的概念分析工作;第二部分八篇,是对文化、艺术等方面的思考;第三部分六篇,是对西方哲学的研究。.

Why is education in the open society not open? Why is this option not even considered in the debate over which education is most suited for the open society? Many consider such an option irresponsible. What, then, are the minimal responsibilities of education? The present volume raises these questions and many more. It is a book we have been waiting for. It offers a rare combination of two seemingly opposite, unyielding attitudes: critical and friendly. Dr. Yehezkely applies a rigorous fallibilist-critical (...) approach to issues regarding contemporary education. His diagnosis is that the source of our trouble is the closed undemocratic character of education, which causes education to become, in effect, a fifth column in the open democratic society. Following Popper, he concedes that democracy is every bit as flawed and as problematic as its enemies accuse it of being, particularly in education; still it is our only hope, since open responsible debate of vital problems cannot do without it. Democracy is risky: yet its absence guarantees failure, especially in closed undemocratic education, even when inspired by the most progressive ideas extant, charged with tremendous good will, and executed with selfless love and devotion. Kibbutz education is a case in point. (shrink)

本书包括:科学与技术;技术哲学;技术;技术与社会;产业与产业技术;可持续发展等内容。.

In his Knowledge and Belief (1962), Hintikka establishes his system of epistemic logic with the KK (Knowing that One Knows, in symbols, Kp→KKp) principle (KK for short). However, his system of epistemic logic and the KK principle are grounded upon his strong notion of knowledge, which requires that knowledge is infallible, that is, it makes further inquiry pointless, and becomes ‘discussion-stopper’; knowledge implies truth, to wit, cognitive agents will not be mistaken in their knowledge; cognitive agents will be ‘perfect logicians’, (...) i.e. they have infinitive capability of logical inference. Hintikka calls the argument for KK from the strong notion of knowledge as the ‘transcendental argument’ for KK. Obviously, the strong notion of knowledge is far away from our ordinary conception of knowledge; based on such a strong sense of knowledge, epistemic logic has met the problem of logical omnipotence, and is difficult to apply in our ordinary cognitive practice. Moreover, there is no close connection of the KK principle with internalism or externalism. (shrink)

If the Past Hypothesis underlies the arrows of time, what is the status of the Past Hypothesis? In this paper, I examine the role of the Past Hypothesis in the Boltzmannian account and defend the view that the Past Hypothesis is a candidate fundamental law of nature. Such a view is known to be compatible with Humeanism about laws, but as I argue it is also supported by a minimal non-Humean "governing'' view. Some worries arise from the non-dynamical and time-dependent (...) character of the Past Hypothesis as a boundary condition, the intrinsic vagueness in its specification, and the nature of the initial probability distribution. I show that these worries do not have much force, and in any case they become less relevant in a new quantum framework for analyzing time's arrows---the Wentaculus. Hence, the view that the Past Hypothesis is a candidate fundamental law should be more widely accepted than it is now. (shrink)

Mystical religious experiences typically purport to engage with the transcendent and often claim to involve encounters with spiritual entities or a detachment from the material world. Daoism diverges from this paradigm. This paper examines Daoist mystical experiences of bodily transformations and explores their epistemological implications. Specifically, we defend the justificatory power of Daoist somatic experiences against the disanalogy objection. The disanalogy objection posits that mystical experiences, in contrast to sense perceptions, are not socially verifiable and thereby lack prima facie epistemic (...) value. We argue that some Daoist mystical bodily states, being essentially spatiotemporal, are exempt from this challenge. This leads to a broader understanding of mysticism and offers a partial resolution to the disanalogy objection. (shrink)

All concepts, methods, and techniques of the philosophy of language arise from its conceptions of language. Conceptions of language have determined the character of the philosophy of language and the direction of its philosophical research. Various schools and currents within the philosophy of language differ from each other, mainly in the way they understand the referential character of the sign—that is, the relationship between the meaning of a word and its referential object.

The Sapir-Whorf hypothesis asserts that people who organize their experience with the help of different languages can have different pictures of the world.

本书围绕“儒学与全球化”的中心议题,就全球化与文化多元发展的关系、全球化发展趋势下儒学的价值及面临的问题等议题,收入了64篇文章。.

本书主要内容有:先秦社会与伦理思想、德治与法治、伦理道德的理论基础、伦理精神和道德原则、道德规范等。.