The foremost aim of this research was to forecast the performance of three stock market indices using the multilayer perceptron, recurrent neural network, and autoregressive integrated moving average on historical data. Moreover, we compared the extrapolative abilities of a hybrid of ARIMA with MLP and RNN models, which are called ARIMA-MLP and ARIMA-RNN. Because of the complicated and noisy nature of financial data, we combine novel machine-learning techniques such as MLP and RNN with ARIMA model to predict the three stock (...) market data. The data used in this study are taken from the Pakistan Stock Exchange, National Stock Exchange India, and Sri Lanka Stock Exchange. In the case of Pakistan, the findings show that the ARIMA-MLP and ARIMA-RNN beat the individual ARIMA, MLP, and RNN models in terms of accuracy. Similarly, in the case of Sri Lanka and India, the hybrid models show more robustness in terms of forecasting than individual ARIMA, MLP, and RNN models based on root-mean-square error and mean absolute error. Apart from this, ARIMA-MLP outperformed the ARIMA-RNN in the case of Pakistan and India, while in the context of Sri Lanka, ARIMA-RNN beat the ARIMA-MLP in forecasting. Our findings reveal that the hybrid models can be regarded as a suitable option for financial time-series forecasting. (shrink)

Correspondence with a disciple revealing an altogether unknown facet of Sri Aurobindo's personality: his great sense of humour.

The Life Divine explores for the Modern mind the great streams of Indian metaphysical thought, reconciling the truths behind each and from this synthesis ...

Kant’s published arguments for the non-spatiotemporality of things in themselves have not been well received. I argue that Kant has available to himself an argument for the non-spatiotemporality of things in themselves that is premised upon a disparity between the compositional structure of the intelligible world and the structure of space and time. I argue that Kant was unwaveringly committed to the premises of this argument throughout his career and that he was aware of their idealistic implications. I also argue (...) that this argument is consistent with Kant’s restrictive mature epistemology. If my argument is successful, then even if Kant’s published arguments for transcendental idealism fail, we need not regard his ambitious metaphysical project as a failure. (shrink)

Kant rejects the ontological argument on the grounds that the ontological argument inescapably must assume that existence is a “determination” or “real predicate,” which it is not. Most understand Kant’s argument for this claim to be premised upon his distinctive proto-Fregean theory of existence. But this leaves Kant dialectically vulnerable: the defender of the ontological argument can easily reject this as question-begging. I show that Kant relies upon two distinct arguments, both of which contend that the claim that existence is (...) a determination is inconsistent with bedrock ontological set pieces assumed by rationalist defenders of the ontological argument. (shrink)

This book contains 82 questions and answers on the inner life, talks on reincarnation and the soul's evolution, sin, science, individuality, morality, inner peace, God's plan, and the universality of religion.

The seminal treatise and guide to Ashtanga yoga by the master of this increasingly popular discipline There is a yoga boom in America, and Sri K. Pattabhi Jois is at the heart of it. One of the great yoga figures of our time, Jois brought Ashtanga yoga to the West a quarter of a century ago and has been the driving force behind its worldwide dissemination. Based on flowing, energetic movement, Ashtanga and the many forms of vinyasa yoga that grow (...) directly out of it--have become the most widespread and influential styles of practice in the United States today. Mala means "garland" in Sanskrit, and Yoga Mala--a "garland of yoga practice"--is Jois's distillation of Ashtanga. He first outlines the ethical principles and philosophy underlying the discipline and explains its important terms and concepts. Next he guides the reader through Ashtanga's versions of the Sun Salutation and its subsequent sequence of forty-two asanas, or poses, precisely describing how to execute each position and what benefits each provides. Brought into English by Eddie Stern, a student of Jois's for twelve years and director of the Patanjali Yoga Shala in New York City, Yoga Mala will be an indispensable handbook for students and teachers of yoga for years to come. (shrink)

On Javanese philosophy written in Javanese literary works.

On Ki Ageng Suryamentaram and his thoughts on Javanese philosophy and ethics.

Much recent attention has been paid to Kant’s account of the unity of space in the Critique of Pure Reason, not least because of the significant implications of that view for other key critical-period doctrines. But far less attention has been paid to the development of Kant’s account of the unity of space. This paper aims to offer a systematic account of Kant’s pre-critical account of the unity of space. On the view presented herein, Kant’s early account of the unity (...) of space is deeply rooted in his pre-critical cosmological views. In particular, I argue that Kant sees the unity of space as grounded in the cosmological unity of the world of substances, which is itself rooted in the divine conservation of all substances in relations of mutual causal dependence. I contend that the seeds of this view are present in the late 1740s and 1750s, but that this view receives its fullest and most complete expression in the 1770 Inaugural Dissertation. The final section of the paper considers the fate of Kant’s pre-critical account of the unity of space. I contend that the theory is excluded from the Critique of Pure Reason in light of the strict epistemological strictures adopted in that text. But considerable textual evidence shows that Kant continues to aver the theory throughout the 1770s and 1780s in the looser epistemic context of his lectures. I contend, then, that this theory is not abandoned at all. Rather, like Kant’s 1763 proof of the existence of God, it is epistemically demoted: it is Kant’s preferred view, but one that falls short of the demanding epistemic standards of the critical philosophy. (shrink)

Resumo: Chen Yingsong criou Lago Gato Selvagem não apenas para contar uma história sobre lésbicas. Ao descrever como Xiang’er, uma mulher rural, torna-se lésbica nas aldeias, pode-se ver a “riqueza” e o “significado metafórico” do símbolo lésbico. No que diz respeito ao Lago Gato Selvagem, é mais interessante tratar como Xiang’er se torna lésbica, que não se refere apenas sobre sexo ou gênero, mas também sobre opressão política e econômica; assim, o chamado gênero, entendido utopicamente, poderá ser identificado. Além disso, (...) a perda da subjetividade rural durante a ampliação e a transformação posterior, a nova opressão e a exploração resultantes são as razões fundamentais para Xiang’er se tornar lésbica e eventualmente “matar seu marido”. (shrink)

What role does our knowledge about the ideal society play in guiding policymaking in the real world? One intuitive answer is to approximate. Namely, we have a duty to approximate the ideal within the relevant constraints of feasibility. However, political philosophers seem to have what might be called ‘approximatophobia'. Many philosophers, including idealists such as David Estlund, warn against approximation. Their criticism is chiefly motivated by ‘the problem of second best’, which points out that your second-best option may not be (...) closest to your best option. This paper aims to dispel ‘approximatophobia'. The difficulty posed by the problem of second best is often overstated. More positively, I present a novel defence of approximation, arguing that approximation of an ideal can be a reasonably reliable default strategy of action guidance in the real world. Difficulties that may afflict the project of approximation can be mitigated by sophistication of the project of approximation. After showing that critics of approximation overstep their mark in issuing the strong or moderate warning against approximation, I propose an account of sophisticated approximation. It seeks a series of reforms that make existing social institutions closer to the ideal based on careful selection of frame of analysis. Three virtuous correlations are identified as indicators for successful project of approximation, linking descriptive similarity to desirability, feasibility and knowledge of the ideal. I also explain a two-staged strategy of sophisticating the way you approximate the ideal, with an expected positive feedback effect. (shrink)

Purpose The purpose of this paper is to examine the factors that influence the intention of students to pirate academic e-books by integrating three main theories: ethics theory, deterrence theory, and the theory of planned behavior. The study also examines the moderating role of past piracy behavior on the relationship between the factors in the previously mentioned theories and students’ piracy intention. Design/methodology/approach The data were collected using a convenience sample of 662 university students. Based on their past behaviors, the (...) students were grouped into “no piracy” and “piracy” groups. Findings The result shows that the piracy intention of both the no-piracy and piracy groups has a similar influence based on the moral obligation in ethics theory. The factors in the deterrence theory, which includes fear of legal consequences and perceived likelihood of punishment, have no significant impact on the attitudes of the two groups toward piracy. While the intention of the no-piracy group is not influenced by other internal factors, such as self-efficacy, or by external factors, such as subjective norms and facilitating conditions, the behavioral intention of the piracy group is significantly influenced by these three factors. Research limitations/implications This study only focuses on piracy attitude and behavior in the context of e-books. Practical implications In Indonesia, the insignificant impact of factors from deterrence theory indicates weak law enforcement to combat digital piracy. Thus, it is imperative that law enforcement, especially regarding piracy, should be enhanced. Social implications The significant role of ethics in the attitudes toward piracy indicates that morality serves as a moral compass to fight piracy behavior. The strong impact of subjective norms, especially in the piracy group, suggests that families should raise children and educate youth with beliefs that align with the concepts of morality. Originality/value The study integrates three theories that are most often used in piracy behavior studies: ethics theory, deterrence theory, and theory of planned behavior. In addition, the study provides empirical evidence on the moderating role of past experience in piracy behavior. (shrink)

Here is a book with poses, breathing exercises and meditations for the pregnant woman. Photos enhance clear and easy instructions for the poses. Attention to safety, mental, physical and emotional benefits of the poses, and variations are discussed very thoroughly. It is in clear and simple language. A safe and natural way to prepare for a wonderful birth experience. The book could also serve as a reference for midwives. The authors follow-up with their detailed three part course of yogic and (...) breathing exercises for women- before, during and after pregnancy. It is a complete self help book for parents, especially mothers to be and covers both the practical as well as the emotional aspects of conception, pregnancy and childbirth. (shrink)

Initiation into yoga.--Symbolism and knowledge.--The sacred marriage.--The forgotten land.--Doubts and their removal.--Past, present and future.--Superstition.--The violence of war.--Religion and philosophy.

Abstrak: Jacques Rancière, pemikir Prancis kelahiran Aljazair (1940-sekarang), konsisten dengan gagasannya tentang kesetaraan bagi setiap orang dan semua orang. Baginya, demokrasi bukanlah bentuk pemerintahan atau tatanan sosial. Kesetaraan yang kontingen dalam tatanan sosial, menurut Rancière, menjadikan demokrasi dapat terjadi kapan saja dan di mana saja, tidak dapat diprediksi. Rancière mengajak kita untuk terbuka pada gangguan-gangguan demos dan kemunculan subyek-subyek baru di masa datang sebagai dinamika dalam tatanan sosial yang tidak perlu ditumpas atau dihambat. Politik demokrasi adalah sebuah perselisihan. Namun perselisihan (...) tersebut bukan tindakan revolusi untuk menghancurkan tatanan sosial yang telah ada menjadi tatanan yang sama sekali baru. Demokrasi adalah subyektivasi politik yang mengganggu tatanan sosial dominan yang dilakukan oleh demos untuk memverifikasi kesetaraan. Kemunculan demos mentransformasi tatanan sosial menjadi bentuk yang berbeda, yang mengakomodasi keberadaan mereka yang tidak terhitung (the wrong, yang salah). Kata-kata Kunci: Demokrasi, kesetaraan, demos, perselisihan, subyektivikasi, yang salah. Abstract: Jacques Rancière, a French philosopher born in Algeria (1940-present), affirms the equality of anyone and everyone. He analyzes the so-called democracy not as a kind of state or social order. Equality which is contingent in the social order, for Rancière, shows that democracy could occurs everytime and everywhere, democracy could not be predicted. Rancière brings us to have an open eye in front of dispute of the demos and the subjectification of any new subjects. This is an inherent and a dynamic of the social order that should not be repressed or stopped. The democratic politics is a dispute. But the dispute is not an act of revolution to destroy the existing social order to create an entirely new order. Democracy is the political subjectification that disrupts the police order by the demos to verify the equality of anyone and everyone. The emergence of the demos transforms the social order into a different form when this order accommodates the existence of the wrong. Keywords: Democracy, equality, demos, dispute, subjectification, the wrong. (shrink)

Given the colexification of perception and cognition, Georgakopoulos et al. (2022. Universal and macro-areal patterns in the lexicon: A case-study in the perception-cognition domain. Linguistic Typology 26(2). 439–487) claim that uncontrolled experience rather than controlled activity has a direct linkage to cognition. To test whether this is a universal tendency, this study conducts a contrastive behavioral profile analysis of two basic vision verbs in Mandarin: kàn, a controlled activity verb, and jiàn, an uncontrolled experience verb. The results show that (i) (...) both kàn and jiàn colexify visual activity and cognitive senses; (ii) kàn is able to express a wider range of cognitive meanings, i.e., know, understand, and think, whereas jiàn only extends into know; and (iii) visual and cognitive meanings have more proximal relationships in the colexification pattern of kàn than that of jiàn. The study confirms the universality of the colexification between vision and cognition while providing counterexamples to the above-mentioned large data-based findings. Accordingly, a dichotomy of controlled activity versus uncontrolled experience is proposed for the colexification of vision and cognition in cognitive typology. (shrink)

On Ki Ageng Suryomentaram and his thoughts on Javanese philosophy.

Prolonged conflict on the southern Thailand border still continues, especially in four provinces – Pattani, Yala, Narathivat, and Satun. These four provinces are the home base of the Malay-Muslim community. However, conflicts have almost never occurred in the province of Phattalung, particularly in the region called ‘Two Religion Community Life’. This is because people can find solutions to every problem using cultural negotiation. This research aims to describe the results of cultural negotiation and social learning between Muslims and Buddhists in (...) solving daily life problems. The most important data collection techniques are in-depth interviews and observations. There are five critical informants chosen purposively: Islamic and Buddhist religious leaders, community leaders, school principals, and community members in the Tamot and Khaocan regions. The results found that there are several forms of cultural negotiation in Phattalung, including annual ritual prayers conducted together by Muslims and Buddhists, agreement on how to slaughter animals to be served during ceremonies, tradition of food bartering, and agreement on animal caring. Furthermore, social learning to preserve the results of the negotiations is carried out through the establishment of voluntary medical groups whose members consist of young men and women from the Muslim and the Buddhist community, sports and arts activities, commemorations of national holidays, and conducting annual religious rituals at the same place and time. This study also found four important aspects to strengthen the social learning in multireligious society – moderate values derived from their respective religious teachings, moderate values taught by the country, the existence of trust among citizens, and win-win solutions to the emerging problems. Contribution: This research promotes the world that there is a heterogeneous religious community in the Phattalung province, Thailand which has a building construction of tolerance and harmony of locality namely the ‘Two Religion Community Life’ by preserving the cultural negotiation values through social learning. (shrink)

The social, ethical and legal implications of discoveries in the neurosciences.

On development and practices of sufism among Javanese Muslim.

Impact of interfaith marriage on the ethics in Bali Province.

This paper seeks to provide a renewed meaning to the idea of truth by enclosing it within Gandhi’s rhetorical use of the term religion. The religion that he seeks to present to us as Hinduism is absurd on all fronts, it is argued here. It is through such absurdity that he infuses notions of validity and obeyance on his own terms to take us to profuse criticisms of not only colonial but civilizational modernity as well. Further a newer meaning is (...) given to Hinduism in a rather unexpected manner even in the context of the Indian national movement. The point about political conservatism, the element of exoticism and God takes us to adventures around truth by a thinker-activist speaking as a colonial subject. (shrink)