A reliable medical image management must provide proper security for patient information. Protecting the medical information of the patients is a major concern in all hospitals. Digital watermarking is a procedure prevalently used to secure the confidentiality of medical information and maintain them, which upgrades patient health awareness. To protect the medical information, the robust and lossless patient medical information sharing system using crypto-watermarking method is proposed. The proposed system consists of two phases: (i) embedding and (ii) extraction. In this (...) paper, we securely share three types of patient information, medical image, electronic health record (EHR), and face image from one hospital to another hospital. Initially, all the three inputs are encrypted and the information is concordant. In order to enhance the robustness of the crypto-watermarking system, the obtained bit stream is compressed, and the compressed bit streams are embedded into the cover image. The same process is repeated for the extraction process. The experimentation result is carried out using different medical images with EHR, and the effectiveness of the proposed algorithm is analyzed with the help of peak signal to noise ratio. (shrink)

Merging logic and mathematics in deductive inference-an innovative, cutting-edge approach. Optimization methods for logical inference? Absolutely, say Vijay Chandru and John Hooker, two major contributors to this rapidly expanding field. And even though "solving logical inference problems with optimization methods may seem a bit like eating sauerkraut with chopsticks... it is the mathematical structure of a problem that determines whether an optimization model can help solve it, not the context in which the problem occurs." Presenting powerful, proven optimization techniques (...) for logic inference problems, Chandru and Hooker show how optimization models can be used not only to solve problems in artificial intelligence and mathematical programming, but also have tremendous application in complex systems in general. They survey most of the recent research from the past decade in logic/optimization interfaces, incorporate some of their own results, and emphasize the types of logic most receptive to optimization methods-propositional logic, first order predicate logic, probabilistic and related logics, logics that combine evidence such as Dempster-Shafer theory, rule systems with confidence factors, and constraint logic programming systems. Requiring no background in logic and clearly explaining all topics from the ground up, Optimization Methods for Logical Inference is an invaluable guide for scientists and students in diverse fields, including operations research, computer science, artificial intelligence, decision support systems, and engineering. (shrink)

Notions such as śūnyatā, catuṣkoṭi, and Indra's net, which figure prominently in Buddhist philosophy, are difficult to readily accommodate within our ordinary thinking about everyday objects. Famous Buddhist scholar Nāgārjuna considered two levels of reality: one called conventional reality, and the other ultimate reality. Within this framework, śūnyatā refers to the claim that at the ultimate level objects are devoid of essence or "intrinsic properties", but are interdependent by virtue of their relations to other objects. Catuṣkoṭi refers to the claim (...) that four truth values, including contradiction, are admissible in reasoning. Indra's net refers to the claim that every part of a whole is reflective of the whole. Here we present category theoretic constructions that are reminiscent of these Buddhist concepts. The universal mapping property definition of mathematical objects, wherein objects of a universe of discourse are defined not in terms of their content, but in terms of their relations to all objects of the universe is reminiscent of śūnyatā. The objective logic of perception, with perception modeled as [a category of] two sequential processes (sensation followed by interpretation), and with its truth value object of four truth values, is reminiscent of the Buddhist logic of catuṣkoṭi. The category of categories, wherein every category has a subcategory of sets with zero structure within which every category can be modeled, is reminiscent of Indra's net. Our thorough elaboration of the parallels between Buddhist philosophy and category theory can facilitate better understanding of Buddhist philosophy, and bring out the broader philosophical import of category theory beyond mathematics. (shrink)

Inspired by the eminently successful physical theories and informed by commonplace experiences such as seeing a cat upon looking at a cat, conscious experience is thought of as a measurement or photocopy of given stimulus. Conscious experience, unlike a photocopy, is symbolic—like language—in that the relation between conscious experience and physical stimulus is analogous to that of the word "cat" and its meaning, i.e., arbitrary and yet systematic. We present arguments against the photocopy model and arguments for a symbolic conception (...) of conscious experience. Learning and the corresponding plasticity of the brain make a strong case for the symbolic conception of conscious experience, while many extra-ordinary conscious experiences argue against the formalisation of consciousness as a measuring device. The notions of place-value notation and grammar, which organise quantitative measurements and conscious experiences in the medium of numbers and language, respectively, are suggested as model systems for putting together a comprehensive theory of conscious experience. (shrink)

Our conscious experiences are qualitative and unitary. The qualitative universals given in particular experiences, i.e. qualia, combine into the seamless unity of our conscious experience. The problematics of quality and cohesion are not unique to consciousness studies. In mathematics, the study of qualities (e.g., shape) resulting from quantitative variations in cohesive spaces led to the axiomatization of cohesion and quality. Using the mathematical definition of quality, herein we model qualia space as a categorical product of qualities. Thus modeled qualia space (...) is a codomain space wherein composite qualities (e.g. shape AND color) of conscious experiences can be valued. As part of characterizing the qualia space, we provide a detailed exemplification of the mathematics of quality and cohesion in terms of the categories of idempotents and reflexive graphs. More specifically, with qualities as commutative triangles formed of cohesion-preserving functors, first we calculate the product of commutative triangles. Next, we explicitly show that the category of idempotents is a quality type. Lastly, as part of showing that the category of reflexive graphs is cohesive, we characterize the adjointness between functors relating cohesive graphs to discrete sets. In conclusion, our category theoretic construction of qualia space is a formalization of the binding of qualitative features (colors and shapes) into the cohesive objects (colored-shapes) of conscious experiences. Compared to the feature-vector accounts of conscious experiences, our product-of-qualities account of consciousness is a substantial theoretical advance. (shrink)

The concept of community integrated pest management (IPM), which is well developed in Indonesia and Vietnam, was recently introduced in Nepal. However, it has not been widely practiced, due mainly to lack of financial and technical support. This study determined an individual’s willingness to pay (WTP) for community IPM training. Determinants of WTP were identified; and sample average estimates, opportunity costs of training, and probability values were used to estimate WTP for a group of households. Estimated WTP revealed that individuals (...) were in favor of community IPM, hence it could be implemented with the support of local villagers. Community IPM demand functions showed that individuals’ knowledge and awareness of pesticide pollution are crucial for implementation. The annual welfare gained by providing five days community IPM training was calculated to be US $25.23 per household. (shrink)

Despite stringent and fine tuned laws most jurisdictions are not able to curb organ trafficking. Nor are they able to provide organs to the needy. There are reports of the kidnapping and murder of children and adults to “harvest” their organs. Millions of people are suffering, not because the organs are not available but because “morality” does not allow them to have access to the organs. Arguments against organ sale are grounded in two broad considerations: sale is contrary to human (...) dignity, and sale violates equity. Both these objections are examined in this article and it is concluded that they reflect a state of moral paternalism rather than pragmatism. It is argued that a live human body constitutes a vital source of supply of organs and tissues and that the possibilities of its optimum utilisation should be explored. Commercialisation should be curbed not by depriving a needy person of his genuine requirements but by making the enforcement agencies efficient. (shrink)

In recent versions of professional genre analysis, context has assumed increasingly critical importance, thus redefining genre as a configuration of text-internal and text-external factors. The emphasis on text-external properties of genre has brought into focus the notion of interdiscursivity as distinct from intertextuality, which is primarily viewed as appropriation of text-internal resources. Drawing evidence from a number of professional contexts, this article explores the nature, function, and use of interdiscursivity in genre theory, defining interdiscursivity as a function of appropriation of (...) generic resources across discursive, professional and cultural practices, which, it is claimed, is central to our understanding of the complexities of genres that are typically employed in professional, disciplinary, and institutional communication. (shrink)

What is cognition? Equivalently, what is cognition good for? Or, what is it that would not be but for human cognition? But for human cognition, there would not be science. Based on this kinship between individual cognition and collective science, here we put forward Isbell conjugacy---the adjointness between objective geometry and subjective algebra---as a scientific method for developing cognitive science. We begin with the correspondence between categorical perception and category theory. Next, we show how the Gestalt maxim is subsumed by (...) the mathematical construct of colimit, a generalization of summation. The universal mapping property definitions of mathematical constructs, by virtue of being the best with respect to the universe of discourse, can be learned using reinforcement learning algorithms, which raises the possibility of abstracting the architecture of mathematics by artificial intelligence. Subsequently, we present naturality (to be contrasted with miracles), understood as 'Becoming consistent with Being', which governs the transformations of both things and their theories, as the zeroth law of change. Furthermore, the contrast---physical [mechanism] vs. biological [organism]---is smoothed via natural transformation, wherein transformations are respectful of the cohesion of the objects transformed. In closing, upon recognizing the scientific value of learning difficult-to-master differential calculus by physicists, of learning a strange four-letter language by biologists, and of learning the grammar of our respective mother tongues, we make a case for learning the theory of naturality / category theory for developing cognitive science. (shrink)

This article provides an Austrian overview of the inflation versus deflation debate which has captured the attention of the economics profession in the years following the US housing bust. Much of the Austrian analysis of this debate has focused on the massive expansion of the Federal Reserve’s balance sheet and attendant creation of new reserves. Several Austrian economists have predicted that the creation of new reserves will cause a massive increase in inflation. The money multiplier theory, on which these predictions (...) are based, is criticized and an overview of the Austrian business cycle theory is provided to explain why banks are reluctant to issue new credit. Finally, an analysis of the politics of deflation is provided and a class theory is presented to explain why a policy of controlled credit deflation is more likely than a policy that would result in mass inflation or hyperinflation. (shrink)

Comparative study of yoga philosophy of Vemana, Telugu poet and Vijñānabhairava, Hindu Tantric text.

Drawing upon rational choice and investor attention theories, we examine how accusations of corporate bribery and subsequent investigations shape market reactions. Using event study methodology to measure loss in firm value for public firms facing bribery investigations from 1978 to 2010, we found that total market penalties amounted to $60.61 billion. We ran moderated multiple regression analysis to examine further the degree to which the unique characteristics of bribery explain variations in market penalties. Companies committing bribery in less corrupt host (...) countries and with the involvement of compromised executives experienced greater market penalties than did other companies. After partitioning share value losses into components for regulatory penalties, class action settlements, and loss to reputation, we found that reputational penalties account for 81.8¢ of every dollar of share value loss. Omission of reputational penalties in rational choice calculus underestimates bribery costs by 4.5 times. The results suggest that firms should not underestimate the importance of market-imposed reputational penalties by merely considering regulator-imposed fines and sanctions. (shrink)

Almost all ethical guidelines and legislative policies concerning biomedical research involving human subjects contain provisions about relevance of research for the participating populations, informed consent, adequate care for research induced injuries and several other safeguards but the poor continue to suffer. Globalization has further aggravated poor people’s vulnerability by exposing them to international markets. Since the developing countries are abode of higher population of the poor they have become the unholy mines of this human ore for researchers. In this paper (...) I examine various dimensions of poverty and analyze the international ethical responses in the area of biomedical research involving human subjects in order to determine their adequacy to protect the poor against exploitation and misuse and conclude that in view of the poor’s inherent and extreme vulnerability and the failure of ethical pronouncements to protect them from misuse and exploitation, they should be excluded from being enrolled as research subjects. (shrink)

This study examines how meritocracy as a collective social imaginary promoting social justice and fairness reproduces class and caste inequalities and fosters ethical violence. We interrogate discourse of merit in the narratives of the professional–managerial class-in-making at an Indian business school. Empirically, we draw on interviews, full-text responses to a qualitative questionnaire, and a student’s poem. We describe how business school students articulate merit as a neoliberal ethic, emphasizing prudential, enterprising attitudes, and responsibility. However, this positive, aspirational façade of merit (...) masks practices of ethical violence, wherein individuals invoke an ethical principle as grounds for moral condemnation and linguistic injuries. These practices of ethical violence desubjectify disadvantaged students and result in silence as a form of inequality. We contribute to organizational research on inequalities by foregrounding ethical violence and desubjectification. We detail the possibilities of discursive agency in contesting and interrupting ethical violence. (shrink)

Our senses receive a manifold of sensory signals at any given moment in our daily lives. For a coherent and unified representation of information and precise motor control, our brain needs to temporally bind the signals emanating from a common causal event and segregate others. Traditionally, different mechanisms were proposed for the temporal binding phenomenon in multisensory and motor-sensory contexts. This paper reviews the literature on the temporal binding phenomenon in both multisensory and motor-sensory contexts and suggests future research directions (...) for advancing the field. Moreover, by critically evaluating the recent literature, this paper suggests that common computational principles are responsible for the temporal binding in multisensory and motor-sensory contexts. These computational principles are grounded in the Bayesian framework of uncertainty reduction rooted in the Helmholtzian idea of unconscious causal inference. (shrink)

String theory has transformed our understanding of geometry, topology and space-time. Thus, for this special issue of Foundations of Physics commemorating “Forty Years of String Theory”, it seems appropriate to step back and ask what we do not understand. As I will discuss, time remains the least understood concept in physical theory. While we have made significant progress in understanding space, our understanding of time has not progressed much beyond the level of a century ago when Einstein introduced the idea (...) of space-time as a combined entity. Thus, I will raise a series of open questions about time, and will review some of the progress that has been made as a roadmap for the future. (shrink)

Broadening access to both computational and educational resources is crit- ical to diffusing machine learning (ML) innovation. However, today, most ML resources and experts are siloed in a few countries and organizations. In this article, we describe our pedagogical approach to increasing access to applied ML through a massive open online course (MOOC) on Tiny Machine Learning (TinyML). We suggest that TinyML, applied ML on resource-constrained embedded devices, is an attractive means to widen access because TinyML leverages low-cost and globally (...) accessible hardware and encourages the development of complete, self-contained applications, from data collection to deployment. To this end, a collaboration between academia and industry produced a four part MOOC that provides application-oriented instruction on how to develop solutions using TinyML. The series is openly available on the edX MOOC platform, has no prerequisites beyond basic programming, and is designed for global learners from a variety of backgrounds. It introduces real-world applications, ML algorithms, data-set engineering, and the ethi- cal considerations of these technologies through hands-on programming and deployment of TinyML applications in both the cloud and on their own microcontrollers. To facili- tate continued learning, community building, and collaboration beyond the courses, we launched a standalone website, a forum, a chat, and an optional course-project com- petition. We also open-sourced the course materials, hoping they will inspire the next generation of ML practitioners and educators and further broaden access to cutting-edge ML technologies. (shrink)

We examine how corporate bribery is impacted by cultural distance between multinational enterprises home and host countries, and organizational distance to core values between MNE entry modes and MNE headquarters. Tension between external and internal legitimacy helps to explain why cultural and organizational distances will affect MNE bribery. The empirical analysis used data from cross-border transactions by MNEs that were sanctioned by US regulatory officials between 1978 and 2011. We find statistical support for all hypotheses capturing main and moderating effects (...) and suggest that MNEs may be seriously risking their legitimacies from transactions in corruption-prone host countries. (shrink)

Our manuscript addresses the foundational question of cognitive science: how do we know? Specifically, examination of the mathematics of acquiring mathematical knowledge revealed that knowing-within-mathematics is reflective of knowing-in-general. Based on the correspondence between ordinary cognition (involving physical stimuli, neural sensations, mental concepts, and conscious percepts) and mathematical knowing (involving objective particulars, measured properties, abstract theories, and concrete models), we put forward the functorial semantics of mathematical knowing as a formalization of cognition. Our investigation of the similarity between mathematics and (...) cognition led us to argue against the compartmentalization of scientific knowledge and ordinary cognition, and make a case for the understanding of the basic science of knowing in terms of functorial semantics. Recognizing functorial semantics as an elementary form of cognition can help advance cognitive science the way calculus helped in the advancement of physics. (shrink)

This journal's well-intentioned consideration of the arts has turned out to be quite the Pandora's box. As soon as we broach the subject of aesthetics, we are already in the realm of ideology; as soon as we impose the frame of scientific inquiry upon any subject, we invoke another kind of ideology. The previous issues in this series have depicted the unfolding of an ideological clash of cultures between sciences and the humanities, enough to make C.P. Snow blush. For the (...) time being, this is an unavoidable condition; yet the more we remain aware of it, the further we may push our insights. (shrink)

In the Appendix to the Treatise of Human Nature, Hume famously recants his position on personal identity. There he confesses: “upon a strict review of the section concurring personal identity I find myself involv’d in such a labyrinth that... I neither know how to correct my former opinions, nor how to render them consistent.” By his own admission, then, something has gone wrong in Hume’s account of personal identity, something that, at least to his eyes, did not go wrong in (...) his accounts of body and necessary connection. For those accounts were not grossly inconsistent or patently absurd. The case is different, however, with personal identity. There his philosophical enterprise suffers shipwreck, and it is important to understand why. Unfortunately, however, Hume confesses that he finds his former opinions false as well as inconsistent, but neglects to specify how or why he came to this conclusion. This paper is an attempt to address just that question. (shrink)

This essay deals with the manner in which Salman Rushdie’s works engage with the heterogeneous logics of ethics and aesthetics. Drawing upon the work of Jacques Rancière it is argued that Rushdie neutralizes the two by introducing what Rancière calls a dissensus in the ethical-aesthetic hierarchy. The dissensus works on a principle of ‘excess’ so that within the domain of aesthetics the ethical is pushed to its limits. The order of desire (aesthetics) and the order of knowledge (ethics) are no (...) longer seen as hierarchical and mutually exclusive categories. By examining two versions of an unpublished novel by Rushdie (‘Madame Rama’) it is suggested that Bollywood cinema functions as a mode in which the two orders come together. In this early and mercifully unpublished novel, one finds the beginnings of Rushdie’s belief that works of art are sites of ideological and ethical contestations. (shrink)

There are complex considerations when planning to disclose an attenuated psychosis syndrome diagnosis. In this review, we evaluate ethical, legal, and clinical perspectives as well as caveats related to full, non- and partial disclosure strategies, discuss societal implications, and provide clinical suggestions. Each of the disclosure strategies is associated with benefits as well as costs/considerations. Full disclosure promotes autonomy, allows for the clearest psychoeducation about additional risk factors, helps to clarify and/or correct previous diagnoses/treatments, facilitates early intervention and bolsters communication (...) between providers but there are important considerations involving heritability, comorbidity, culture, and stigma. Non-disclosure advances nonmaleficence by limiting stigma and stress, and confusion in a sensitive developmental period but is complicated by varying patient preferences and the possibility that, as new treatments without adverse effects become available, the risk with false positives no longer justifies the accompanying loss of autonomy. Partial disclosure balances ethical considerations by focusing on symptoms instead of labels, but evidence that laypersons may interpret this information as a pseudo-diagnosis and that symptoms alone also contribute to stigma limits the efficacy of this approach. In addition, there are notable societal considerations relating to disclosure involving conservatorship, the reach of insurance companies, and discrimination. We advocate a hybrid approach to disclosure and recommend future research aimed at understanding the effects of stigma on clinical course and a renewed focus on those help-seeking cases that do not transition but remain clinically relevant. (shrink)

Legislative writing, which is one of the key genres in the practice of law, has mostly been overlooked in pedagogic applications in English for Legal Communication (ELC), even though more than any other professional writing, it demonstrates very typical and distinctive use of linguistic and other semiotic resources, including some of the specific rhetorical conventions and constraints. However, it is surprising that despite its distinctive prominence in legal practice, it has never figured in English for Legal Communication programmes. It seems (...) to be the result of pedagogic convenience rather than curriculum need. In this paper, I would like to argue for the inclusion of legislative genres in English for Legal Communication curriculum design as input to teaching materials, to make it easier for learners to understand and interpret other forms of legal communication, such as cases, judgements, contracts, agreements, and even courtroom interaction. (shrink)

The Ganadbharvad is a philosophical work in which there are profound discussions of eleven salient doctrines. In each of the discussions, one vital Tattva is taken up; and Lord Mahavir discusses it in great detail and clears the doubt of each Ganadhar with the result that each Ganadhar is fully convinced of the truth of the Lord`s argument and becomes his disciple. This book has been written so that people may read it and understand the meaning of the tattvas relating (...) to the soul, the karmas, the five elements, next birth, bondage, deliverance etc. and so that they may realise the true phenomenon of this Universe, may cultivate the trust and may make endeavours to attain the liberations from samsar. (shrink)

This article responds to Terry Eagleton's claim that Spivak's latest book, A Critique of Postcolonial Reason, works against the intent of postcolonial criticism. Reading the work as a search for a just representational strategy, we explore the implications of Spivak's engagement with philosophy - Kant, Hegel, and Marx. As a disciplinary machine, philosophy produces Western subjects who are engendered by simultaneously including and excluding the other. Working through this production of the double location of the 'other' we suggest that systematic (...) thought is inhabited by an absence that is present within, a disturbing otherness that ultimately questions authority and stability, and opens up the question of politics and representation. Drawing Spivak into the representational problematic opened up by Lyotard, we suggest that a responsible postcolonial intervention can be performed in the difficult exergue between representability and unrepresentability. In this account, representation is open to invention, to finding new idioms for articulating otherness. (shrink)

The purpose of this study is to explore the extent and nature of sustainability disclosure practices of companies from environmentally sensitive industries in India. It further investigates the influence of potential determinants on sustainability information disclosure of the companies. The study analyzed the data of 57 energy and mining companies included in NIFTY500 index at National Stock Exchange of India (NSE) for the period 2016 to 2019. In the present study, environment, social, and governance (ESG) parameters were considered to measure (...) the corporate sustainability disclosure practices. Panel data analysis was conducted to investigate the impact of possible determinants on sustainability reporting. The results indicate that variables, such as firm size, market capitalization, and a standalone sustainability reporting, are positively associated with the sustainability information disclosure of companies. The finding also suggests that policymakers should promote a standalone sustainability reporting based on Global Reporting Initiative (GRI) standards and also broaden the existing scope of business responsibility reporting in India. Overall findings should help the policymakers and regulators to assess and advance the disclosure reforms to improve sustainability reporting in India. (shrink)