Gearbox is one of the vital components in aircraft engines. If any small damage to gearbox, it can cause the breakdown of aircraft engine. Thus it is significant to study fault diagnosis in gearbox system. In this paper, two deep learning models (Long short term memory (LSTM) and Bi-directional long short term memory (BLSTM)) are proposed to classify the condition of gearbox into good or bad. These models are applied on aircraft gearbox vibration data in both time and frequency domain. (...) A publicly available aircraft gearbox vibration dataset is used to evaluate the performance of proposed models. The results proved that accuracy achieved by LSTM and BLSTM are highly reliable and applicable in health monitoring of aircraft gearbox system in time domain as compared to frequency domain. Also, to show the superiority of proposed models for aircraft gearbox fault diagnosis, performance is compared with classical machine learning models. (shrink)

This paper focuses on flows to emerging capital markets (ECMs) and examines the importance of corporate transparency and public governance in attracting portfolio flows to ECMs. This paper's empirical investigation centers on the hypothesis that ceteris paribus, ECMs with better quality accounting standards and good governance attract higher levels of portfolio equity and bond flows. To assess the incremental impact of each of these factors, a pooled time series, cross‐sectional model was econometrically tested for 17 ECMS over the 1998–2002 time (...) period. Our empirical analysis demonstrates a positive association between public governance, corporate transparency, and portfolio flows after controlling for other macroeconomic factors. The results suggest that good public governance and high accounting quality are important determinants of portfolio flows to ECMs. Finally, the paper establishes that while portfolio equity flows are significantly attracted to ECMs with strong democratic institutions, there is no significant association between portfolio bond flows and the presence of democratic institutions. (shrink)

As disparities and data science researchers, we write in response to Char and colleagues paper on “Identifying Ethical Considerations for Machine Learning Healthcare Applications.” While the...

Niranjan Ramakrishnan examines the surprising extent to which Gandhi's writings still provide insight into current global tensions and the assumptions that drive them. This book explores how ideas Gandhi expressed over a century ago can be applied today to issues from terrorism to the environment, globalization to the 'Clash of Civilizations.' In particular it looks at Gandhi's emphasis on the small, the local, and the human – an emphasis that today begins to appear practical, attractive, and even inescapable. Written (...) in an accessible style invoking examples from everyday happenings familiar to all, this concise volume reintroduces Gandhi to today's audiences in relevant terms. (shrink)

Study on Naiṣkarmyasiddhi of Sureśvarācārya, compendium of Advaita philosophy.

HIV/aids can now be considered a pandemic as it affects all parts of the world. As attentive as scholars have been to the biomedical and epidemiological aspects of the disease, they have been slower to try to understand it as a disease of transnational significations or meanings. This article looks to the ways that the conceptual categories of HIV/aids came to India in the biomedical literature, the approaches that the media in the United States and India took in contending with (...) these meanings, and how these categories travel globally in dominant and negotiated realms of discourse. Throughout this analysis, attention is paid to ways that high-risk groupings obscure alternative approaches based on understandings of the dynamics of poverty, history, gender, and culture. Finally, this article argues that critical approaches to science and medicine are essential to help produce a more complex science. (shrink)

Research on values is extensive. Values and value systems are concepts that have interested researchers across domains such as psychology, sociology, and anthropology. However, antecedents of values have not received sufficient attention. In this study, we develop and assess a personal value system from the ancient texts of India. The texts describe a system of existential beliefs and values or prescriptive beliefs. Existential beliefs are concerned with the nature of reality. Prescriptive beliefs or values follow from these existential beliefs, and (...) behavior is influenced by values. The content of existential beliefs and the implied values or prescriptive beliefs are extracted from the texts and a conceptual model of the belief system is developed. Scales are constructed and administered to a sample of subjects. Responses from the survey are analyzed using a structural equation modeling framework. Confirmatory factor analysis is used to assess the scales and establish their adequacy. The nomological net of existential beliefs and values is empirically assessed, and construct validity is examined. Results support the belief system described in the texts. (shrink)

The aim of this short article is to introduce a topical text called the Daśaślokī of Ᾱdi Śaṃkara, widely known as Śaṃkara and its only available commentary the Siddhāntabindu by Madhusūdana Sarasvatī. While these two classics delineate in a nutshell the basic tenets of Advaita Vedānta philosophy and are placed with great significance in the tradition, very little work on them, particularly those based on textual study, has been done in modern scholarship. Thus, the article, without going into much detail (...) of the content of these two works and the commentaries available, gives, in brief, their introduction, in order to revisit them. (shrink)

The Vedānta philosophy has its roots in scriptural sources, specifically, in three canonical texts, viz. the Brahmasūtra-s by Bādarāyaṇa, which is called nyāya-prasthāna or tarka-prasthāna; the Upaniṣad-s, which are called the śruti-prasthāna; and the Bhagavadgītā, which is regarded as the smṛti-prasthāna. Thus, like the first two constituents of this trio, the third one has a tangible legacy of commentarial tradition; as almost all well-known advocates of the Vedānta schools have commented on these three sourcebooks. In this paper, an attempt has (...) been made to give a brief sketch of such commentarial tradition of the Bhagavadgītā, starting with its commentary by Śaṃkara to the other major commentaries available up to the 15th–16th centuries. While each of these commentaries finds support in the text for their respective philosophical doctrines, an impartial evaluation, with support of modern scholars, shows that none of the commentaries can claim to represent faithfully the true intent of the text, and that the true import of it can only be had if the text is judged from its literary and historical point of view. (shrink)

An adequate theory of rights ought to forbid the harming of animals to promote trivial interests of humans, as is often done in the animal-user industries. But what should the rights view say about situations in which harming some animals is necessary to prevent intolerable injustices to other animals? I develop an account of respectful treatment on which, under certain conditions, it’s justified to intentionally harm some individuals to prevent serious harm to others. This can be compatible with recognizing the (...) inherent value of the ones who are harmed. My theory has important implications for contemporary moral issues in nonhuman animal ethics, such as the development of cultured meat and animal research. (shrink)

In The Case for Animal Rights, Tom Regan argues that although all subjects-of-a-life have equal inherent value, there are often differences in the value of lives. According to Regan, lives that have the highest value are lives which have more possible sources of satisfaction. Regan claims that the highest source of satisfaction, which is available to only rational beings, is the satisfaction associated with thinking impartially about moral choices. Since rational beings can bring impartial reasons to bear on decision making, (...) Regan maintains that they have an additional possible source of satisfaction that nonrational beings do not have and, consequently, the lives of rational beings turn out to have greater value.. (shrink)

Анотація. У статті проаналізовані досягнення Соціального Вчительства Католицької Церкви, репрезентовані працями Лева ХІІІ, Пія ХІ, Пія ХІІ, Івана Павла ІІ, що розкривають змістовні характеристики поняття «принцип субсидіарності», його роль і значення в системі християнських цінностей. Принцип субсидіарності робить можливими такі взаємовідносини в соціальному житті, коли спільнота вищого порядку не втручається у внутрішнє життя спільноти нижчого порядку, перебираючи на себе належні тій функції; заради спільного добра, спільного блага вона надає їй у разі потреби підтримку й допомогу, узгоджуючи у такий спосіб її (...) взаємодію з іншими соціальними структурами. Принцип субсидіарності скеровує соціальну практику на утвердження спільного блага в людському співтоваристві. Поширення і застосування принципу субсидіарності протистоїть небезпеці «одержавлення» суспільства та найзагрозливіших проявів колективізму, обмежує абсолютизацію влади, бюрократизацію державних і соціокультурних структур, стає одним із гарантів дотримання прав і свобод громадян своєї країни. (shrink)

This paper explores the ways in which foster children and attention deficit hyperactivity disorder (ADHD) intersect as social and medical categories. Through the method of interpretive biography based on the official case file, this paper shows how the experiences of violence and ADHD become linked in the child's life through the emotion of anger. In this way, it is possible to see how the power dynamics of the medical, educational and welfare systems lock the diagnosis with its embedded meanings into (...) the child's life. It is also possible to see how counter forces like a caring foster family can challenge medical and welfare authorities. (shrink)

Recent discussions in the just war literature suggest that soldiers have a duty to assume certain risks in order to protect the lives of all innocent civilians. I challenge this principle of risk by arguing that it is justified neither as a principle that guides the conduct of combat soldiers, nor as a principle that guides commanders in the US military. I demonstrate that the principle of risk fails on the first account because it requires soldiers both to violate their (...) strict duty of obedience and loyalty and to exceed their special obligations to protect their fellow comrades, the state, the state's constituents and other protected civilians. I then illustrate that the principle of risk fails on the second account since it conflicts with the commander's primary obligation to protect and promote the welfare and lives of his or her soldiers. I conclude by arguing that we cannot reasonably expect soldiers and commanders to adhere to the principle of risk until there is a radical, institutional-level transformation of militaristic goals, values, strategies, policies, warrior codes and expectations of service members in the US Armed Forces. (shrink)

Монографія "Функціональність релігії: український контекст".

A selection of speeches and essays from the author's second decade as president of Yale University.

Стаття С. Присухіна «Іван Павло ІІ про логіку діалогу між Католицькою Церквою та ісламом» присвячена філософськобогословським напрацюванням Папи Римського Івана Павла ІІ щодо аналізу змістовних характеристик поняття «діалог між католицизмом і ісламом», а також логіки його здійснення в непростому й суперечливому сьогоденні.

The goal of this study was to determine whether it is possible to teach children with serious decoding problems four text comprehension strategies in listening contexts. The subjects were 9-11 year old students from special schools for children with learning disabilities. All the students were very poor at decoding; half of the group were also poor listeners, whereas the other half consisted of normal listeners. The experimental children were trained in strategies of clarifying, questioning, summarising and predicting through a combination (...) of reciprocal teaching and direct instruction. The results indicated significant programme effects on a strategic listening comprehension test. A transfer effect on general listening comprehension and general reading comprehension tests was not found. The poor listeners within the experimental group did not perform better than the normal listeners. (shrink)

Because factory-farmed meat production inflicts gratuitous suffering upon animals and wreaks havoc on the environment, there are morally compelling reasons to become vegetarian. Yet industrial plant agriculture causes the death of many field animals, and this leads some to question whether consumers ought to get some of their protein from certain kinds of non factory-farmed meat. Donald Bruckner, for instance, boldly argues that the harm principle implies an obligation to collect and consume roadkill and that strict vegetarianism is thus immoral. (...) But this argument works only if the following claims are true: all humans have access to roadkill, roadkill would go to waste if those who happen upon it don’t themselves consume it, it’s impossible to harvest vegetables without killing animals, the animals who are killed in plant production are all-things-considered harmed by crop farming, and the best arguments for vegetarianism all endorse the harm principle. As I will argue in this paper, each claim is deeply problematic. Consequently, in most cases, humans ought to strictly eat plants and save the roadkill for cats. (shrink)

This paper examines relationships between accountants’ personal values and their moral reasoning. In particular, we hypothesize that there is an inverse relationship between accountants’ “Conformity” values and principled moral reasoning. This investigation is important because the literature suggests that conformity with rule-based standards may be one reason for professional accountants’ relatively lower scores on measures of moral reasoning (Abdolmohammadi et al. J Bus Ethics 16 (1997) 1717). We administered the Rokeach Values Survey (RVS) (Rokeach: 1973, The Nature of Human Values (...) (The Free Press, New York)) and the Defining Issues Test (DIT) (Rest: 1979, Development in Judgment Moral Issues (University of Minnesota Press, Minneapolis, MN)) to164 graduating accounting students enrolled in capstone courses at two universities in the Northeastern United States. As potential entrants into the accounting profession, these subjects bring their values and moral reasoning to bear on attitudes and behaviors in the workplace. We find a highly significant inverse relationship between “Conformity” values and principled moral reasoning (i.e., those who prefer Conformity values have lower levels of moral reasoning). However, we also find that accounting students as a group do not prefer Conformity values above other values such as Self-actualization and Idealism, and we find positive relationships between Self-actualization and Idealism values and moral reasoning. Implications for values and ethics research are discussed. (shrink)

Orthologic is defined by weakening the axioms and rules of inference of the classical propositional calculus. The resulting Lindenbaum-Tarski quotient algebra is an orthoimplication algebra which generalizes the author's implication algebra. The associated order structure is a semi-orthomodular lattice. The theory of orthomodular lattices is obtained by adjoining a falsity symbol to the underlying orthologic or a least element to the orthoimplication algebra.

This book describes a program of research in computable structure theory. The goal is to find definability conditions corresponding to bounds on complexity which persist under isomorphism. The results apply to familiar kinds of structures (groups, fields, vector spaces, linear orderings Boolean algebras, Abelian p-groups, models of arithmetic). There are many interesting results already, but there are also many natural questions still to be answered. The book is self-contained in that it includes necessary background material from recursion theory (ordinal notations, (...) the hyperarithmetical hierarchy) and model theory (infinitary formulas, consistency properties). (shrink)

Why do moral people so often fail to act morally? Standard scientific answers point to poor moral judgment (based on deficient character development, reason, or intuition) or to situational pressure. I consider a third possibility: a relative lack of truly moral motivation and emotion. What has been taken for moral motivation is often instead a subtle form of egoism. Recent research provides considerable evidence for moral hypocrisy—motivation to appear moral while, if possible, avoid the cost of actually being moral—but very (...) little evidence for moral integrity—motivation to actually be moral. The lack of truly moral motivation may, in turn, be linked to a lack of truly moral emotion, at least in response to violation of certain moral standards. (shrink)

Why do people act morally – when they do? Moral philosophers and psychologists often assume that acting morally in the absence of incentives or sanctions is a product of a desire to uphold one or another moral principle (e.g., fairness). This form of motivation might be called moral integrity because the goal is to actually be moral. In a series of experiments designed to explore the nature of moral motivation, colleagues and I have found little evidence of moral integrity. We (...) have found considerable evidence of a different form of moral motivation, moral hypocrisy. The goal of moral hypocrisy is to appear moral yet, if possible, avoid the cost of being moral. To fully reach the goal of moral hypocrisy requires self-deception, and we have found evidence of that as well. Strengthening moral integrity is difficult. Even effects of moral perspective taking – imagining yourself in the place of the other (as recommended by the Golden Rule) – appear limited, further contributing to the moral masquerade. (shrink)

Coady explores the challenges that morality poses to politics. He confronts the complex intellectual tradition known as realism, which seems to deny any relevance of morality to politics, especially international politics. He argues that, although realism has many serious faults, it has lessons to teach us: in particular, it cautions us against the dangers of moralism in thinking about politics and particularly foreign affairs. Morality must not be confused with moralism: Coady characterizes various forms of moralism and sketches their distorting (...) influence on a realistic political morality. He seeks to restore the concept of ideals to an important place in philosophical discussion, and to give it a particular pertinence in the discussion of politics. He deals with the fashionable idea of "dirty hands," according to which good politics will necessarily involve some degree of moral taint or corruption. Finally, he examines the controversial issue of the role of lying and deception in politics. Along the way Coady offers illuminating discussion of historical and current political controversies. This lucid book will provoke and stimulate anyone interested in the interface of morality and politics. (shrink)

The authors present a case study involving truth telling responsibilities in the setting of nonepileptic seizures. Specifically, over the course of several suspected nonepileptic seizures, a patient’s seizures stopped after he received a saline flush meant to precede the administration of anti-seizure medication. The patient and his surrogate believed he had received the medication each time, and the team wondered whether they should disclose the truth. Some worried that disclosure would reinforce the suspected psychogenic behavior, exacerbating the patient’s condition. In (...) this way, the case study presents a twist on the traditional truth telling archetype. While most truth telling cases center on navigating cultural differences or worries about emotional harm, this case presented concerns about medical harm in the form of exacerbating the patient’s condition. The authors describe the complex patient-family-team dynamic that preceded this ethical dilemma, describe the case, analyze the ethical issue, and describe the outcome. (shrink)

For many years, the downtown in Clarksdale, with a municipal population of 17,960 and located in the northern part of the Mississippi Delta, had lost its role as the centre providing a wide range of jobs and services to those living in the surrounding region. For many cities and towns in America, downtown decline has been associated with the flight to the suburbs and the growth in shopping malls serving flourishing gated communities. In Clarksdale’s case, downtown decline has been due (...) largely to the advent of big box retailing and the location of new retail and commercial developments along the state highway on the edge of town, combined with the loss of jobs and population associated with agricultural restructuring. Today, however, Clarksdale has taken up the challenge to ‘revitalize’ the downtown in the face of economic adversity. Recovery is under way, and much of this is associated with blues music and Delta culture: Clarksdale is situated at the fabled ‘crossroads’ of Highways 49 and 61 and is also the home to national icons in literature, art and other cultural pursuits. These are key elements around which the downtown revitalization effort is focused. This paper charts the process by which the Clarksdale community has embarked on the road to downtown recovery, and highlights the town’s indelible links with the blues, borne out of years of toil, hardship and social deprivation. The paper emphasizes the importance of ‘champions’ and ‘creative people’, drawing on community support, in achieving downtown revitalization. Positive results are becoming evident with new businesses and jobs, improved levels of service, refurbishment of derelict buildings, a renewed sense of place, and an uplift in community confidence. The significance of cultural tourism to downtown revitalization is highlighted, with particular emphasis on the global appeal of blues, but with its roots firmly established in Clarksdale and the Delta. (shrink)

The development of transplantation technology increasingly places before society a multitude of diverse, complex ethical and legal problems. The subject is the more complex because of the various divergent interests involved. There are the interests of the donor of organs, who has a right to protection of his legal position, and those of the patient in need of an often lifesaving organ. There are also the interests of the donor’s relatives, after his death, and those of the transplantation surgeons. The (...) international dimension of transplantation technology makes the picture even more complicated. Though this article is devoted to the European situation, the problems are similar all over the world. (shrink)