Study on Naiṣkarmyasiddhi of Sureśvarācārya, compendium of Advaita philosophy.

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)

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)

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)

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)

The two parameters of leaf dimension namely, length and width, show inverse correlation with the third parameter, the thickness. A thermal diffusion model is proposed which explains the inverse relationship between these and envisages that while leaf length and width are directly influenced by the microclimate the thickness is affected by the microclimate through endoclimate and energy balance in the leaves. The significance of the model is discussed in the light of its importance in assessing the survival range of plant (...) species along the altitudinal gradient. (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)

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)