Brain tumor classification plays a niche role in medical prognosis and effective treatment process. We have proposed a combined feature and image-based classifier for brain tumor image classification in this study. Carious deep neural network and deep convolutional neural networks -based architectures are proposed for image classification, namely, actual image feature-based classifier, segmented image feature-based classifier, actual and segmented image feature-based classifier, actual image-based classifier, segmented image-based classifier, actual and segmented image-based classifier, and finally, CFIC. The Kaggle Brain Tumor Detection (...) 2020 dataset has been used to train and test the proposed classifiers. Among the various classifiers proposed, the CFIC performs better than all other proposed methods. The proposed CFIC method gives significantly better results in terms of sensitivity, specificity, and accuracy with 98.86, 97.14, and 98.97%, respectively, compared with the existing classification methods. (shrink)

This is a collection of essays that sets out to understand precisely the relationship between Krishnamurti's perspective and processes within institutional and non-institutional spaces. It is about mainstream private and government linked education of one kind and offers thoughts, reflections, and practice about what such education has to offer other mainstream institutions in contemporary India.

Teacher, thinker, writer, and speaker, J. Krishnamurti (1985-1986) was an Indian educationist, spiritual leader, and a key figure in world philosophy. He raised significant questions about the state of the world, about our tendency to remain passive, conditioned and in a state of overwhelming confusion about how we relate to the world. Through talks and writings spread over many decades and geographical locations, he articulated an unconditioned, reflective approach which emphasized self-inquiry. This volume provides an understanding of Krishnamurti's views on (...) the human predicament in a disintegrating world, marked by conflict, divisions, wars, and climate change. It also examines his educational thought and its enormous potential for change. Krishnamurti argued that our minds are so conditioned that we are unable to look, listen or learn without our prior knowledge that foregrounds the role of memory and time. He highlighted the need to work with young children, with a special focus on the school as the centrepiece of his perception for psychological development and educational excellence. It is within an educational setting that Krishnamurti hoped that the seeds for individual and social change will be catalysed. An introspective look at the life and legacy of an eminent 20th century thinker, this volume will be of great interest to students and researchers of philosophy, education, religion and spirituality, South Asia studies, modern history, and the social sciences. (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)

Study on the contributions of Śaṅkarācārya to Hindu philosophy.

An able and clear defense of Bradley's principal theses and the underlying conception of metaphysical enterprise. "This is a book about a metaphysician, about metaphysics, and, most importantly, it attempts to develop elements of a metaphysical position long the lines of what is called Absolute Idealism." The Introduction takes up the Verificationists [[sic]] argument and two recent accounts of metaphysics. Part I devotes ten Chapters to the elucidation and defense of Bradley's conception of reality. It culminates in examining three alternative (...) accounts of "Real". Part II considers "the major philosophical theories of the self in order to defend Bradley's Theory of the self within his metaphysical scheme."--A. S. C. (shrink)

Aktualnejshaya problema segodnyashnego dnya - vyhod iz sistemy globalnyh krizisov, s kotorymi stolknulos naselenie Zemli, i perehod k "obschestvu razumnogo potrebleniya," obschestvu znaniya. Ogromnuyu rol v etom protsesse igraet obrazovanie - sotsialnyj institut, odnoj iz zadach kotorogo yavlyaetsya sohranenie i translyatsiya znaniya v sotsialnyh sistemah. A chto takoe informatsiya? Iznachalno ee teoriya voznikla dlya nuzhd tehniki. Iz-za etogo mnogie ee aspekty ostalis ne razvitymi, potomu chto oni prosto ne byli vazhnymi dlya tehnicheskih sistem. Primenenie teorii informatsii k biologicheskim sistemam uzhe (...) zastavilo zanyatsya voprosom vozniknoveniya novoj informatsii. A rabota s sotsialnymi sistemami vydvinula takie ponyatiya, kak tsennost, effektivnost, slozhnost informatsii i t. d. Bolee polnyj podhod k teorii informatsii, v svoyu ochered, pozvolyaet najti resheniya ryada problem v teorii sotsialnyh sistem, v chastnosti v obrazovanii, i pokazat puti optimizatsii etih protsessov. (shrink)

Despite his enormous bibliography of written works, Ricoeur has never devoted an entire tome to either moral philosophy or ethics per se. Three chapters of one work, Oneself as Another, do, however, encompass what he calls summarily his “little ethics.” To understand Ricoeur’s ethical project, it is important to see its genesis in his earlier anthropological studies and to follow its evolving nature into a hermeneutical poetics. Ricoeur’s ethical orientation is teleological. He makes a strong distinction between ethics and morality, (...) with ethics being comprised of three inseparable components: the “good life,” the other, and justice. The essential hermeneutical nature of his ethics becomes fully apparent in his discussion of practical wisdom. (shrink)

Time and narratice technique compared. Two novelists, Heliodorus, 3rd century author of the novel Aethiopica and Sigrid Combüchen, contemporary Swedish novelist using a dystopian Europe around 2050 as a scenic setting. In both stories girls and women are captured and killed by soldiers. Both narrators are external to the story being told, presented in the past tense. But Combüchen´s narrator adopts it as a confession, and a turning point in his career as a commanding general, characterized by"double-bind".

Study on the view of Aurobindo Ghose on philosophy of education.