Data analytics, machine intelligence, and other cognitive algorithms have been employed in predicting various types of diseases in health care. The revolution of artificial neural networks in the medical discipline emerged for data-driven applications, particularly in the healthcare domain. It ranges from diagnosis of various diseases, medical image processing, decision support system, and disease prediction. The intention of conducting the research is to ascertain the impact of parameters on diabetes data to predict whether a particular patient has a disease or (...) not. This paper develops an improved ANN model trained using an artificial backpropagation scaled conjugate gradient neural network algorithm to predict diabetes effectively. For validating the performance of the proposed model, we conduct a large set of experiments on a Pima Indian Diabetes dataset using accuracy and mean squared error as evaluation metrics. We use different number of neurons in the hidden layer, ranging from 5 to 50, to train the ANN models. The experimental results show that the ABP-SCGNN model, containing 20 neurons, attains 93% accuracy on the validation set, which is higher than using the other ANNs models. This result confirms the model’s effectiveness and efficiency in predicting diabetes disease from the required data attributes. (shrink)

We contrast reactive and endogenously active perspectives on brain activity. Both have been pursued continuously in neurophysiology laboratories since the early 20thcentury, but the endogenous perspective has received relatively little attention until recently. One of the many successes of the reactive perspective was the identification, in the second half of the 20th century, of the distinctive contributions of different brain regions involved in visual processing. The recent prominence of the endogenous perspective is due to new findings of ongoing oscillatory activity (...) in the brain at a wide range of time scales, exploiting such techniques as single-cell recording, EEG, and fMRI. We recount some of the evidence pointing to ways in which this endogenous activity is relevant to cognition and behavior. Our major objective is to consider certain implications of the contrast between the reactive and endogenous perspectives. In particular, we relate these perspectives to two different characterizations of explanation in the new mechanistic philosophy of science. In a basic mechanistic explanation, the operations of a mechanism are characterized qualitatively and as functioning sequentially until a terminating condition is realized. In contrast, a dynamic mechanistic explanation allows for non-sequential organization and emphasizes quantitative modeling of the mechanisms's behavior. For example, with appropriate parameter values a set of differential equations can be used to demonstrate ongoing oscillations in a system organized with feedback loops. We conclude that the basic conception of mechanistic explanation is adequate for reactive accounts of brain activity, but dynamical accounts are required to explain sustained, endogenous activity. (shrink)

In response to a global population with increasingly complex issues at the end of life, a movement in the U.S. has emerged incorporating doulas into end-of-life care. These end-of-life (EOL) doulas are not just focused on the quality of life, but also the quality of death. Like birth doulas, who provide support for pregnant patients and their families, EOL doulas help alleviate physical and mental discomfort in those who are dying. In this paper, we explore the role of EOL doulas (...) in improving the care of unrepresented patients, who lack decision-making capacity and have no surrogates or documents to guide their healthcare decisions. We argue that EOL doulas may help this traditionally underserved population experience a “good death” by answering several ethical and procedural challenges. As quasi-independent, non-medical members of the healthcare team, they provide a balancing, advocating voice on behalf of the patient, and may also help reduce inappropriate treatment, delays in care, and the overburdening of the public guardianship system. As such, attention should be given to formally defining their place within the healthcare infrastructure. Ultimately, we contend that EOL doulas are key to ensuring optimal, ethical care for unrepresented patient populations. (shrink)

Among the civilization challenges, recognizing the human freedom and drawing its constraints have continuously been contestable. Hence, the recognition, definition, pledge and delineation of the boundaries of freedom have a special position in the declaration of rights. In the meantime, considering the historical intersection of jurisprudential foundations with the modernist thoughts, defining the concept of freedom and delineating its boundaries will be crucial. This definition provides a groundwork for elucidating and interpreting other Articles via identifying their positions in creating solutions (...) to the problems of public administration. The current study is an effort to recognize the concept of freedom and its boundaries in the constitutional system of the Islamic Republic of Iran via employing a descriptive-analytical method. Our findings indicate that the perception of freedom in the Constitution of the Islamic Republic of Iran is convoluted and interpretable. Because of the existing ambiguities in balancing among the historical concerns, the boundaries of freedom can be redefined based on the temporal and historical circumstances by the pressure of social forces. (shrink)

This paper considers the early reception of Einstein's theory of relativity in the Arab world, with emphasis directed to its popularization. Educated Arabs generally had no contention with Einstein's political, religious or cultural background. On the contrary, they viewed him as the genius of the age and defended him against his critics.

Grief and its Transcendence: Memory, Identity, Creativity is a landmark contribution that provides fresh insights into the experience and process of mourning. It includes fourteen original essays by pre-eminent psychoanalysts, historians, classicists, theologians, architects, art-historians and artists, that take on the subject of normal, rather than pathological mourning. In particular, it considers the diversity of the mourning process; the bereavement of ordinary vs. extraordinary loss; the contribution of mourning to personal and creative growth; and individual, social, and cultural means of (...) transcending grief. The book is divided into three parts, each including two to four essays followed by one or two critical discussions. Co-editor _Adele Tutter’s_ Prologue outlines the salient themes and tensions that emerge from the volume. Part I juxtaposes the consideration of grief in antiquity with an examination of the contemporary use of memorials to facilitate communal remembrance. Part II offers intimate first-person accounts of mourning from four renowned psychoanalysts that challenge long-held psychoanalytic formulations of mourning. Part III contains deeply personal essays that explore the use of sculpture, photography, and music to withstand, mourn, and transcend loss on individual, cultural and political levels. Drawing on the humanistic wisdom that underlies psychoanalytic thought, co-editor _Léon Wurmser’s_ Epilogue closes the volume. Grief and its Transcendence will be a must for psychoanalysts, psychotherapists, psychiatrists, and scholars within other disciplines who are interested in the topics of grief, bereavement and creativity. (shrink)

Cognitive science is, more than anything else, a pursuit of cognitive mechanisms. To make headway towards a mechanistic account of any particular cognitive phenomenon, a researcher must choose among the many architectures available to guide and constrain the account. It is thus fitting that this volume on contemporary debates in cognitive science includes two issues of architecture, each articulated in the 1980s but still unresolved: " • Just how modular is the mind? – a debate initially pitting encapsulated mechanisms against (...) highly interactive ones. • Does the mind process language-like representations according to formal rules? – a debate initially pitting symbolic architectures against less language-like architectures. " Our project here is to consider the second issue within the broader context of where cognitive science has been and where it is headed. The notion that cognition in general—not just language processing—involves rules operating on language-like representations actually predates cognitive science. In traditional philosophy of mind, mental life is construed as involving propositional attitudes—that is, such attitudes towards propositions as believing, fearing, and desiring that they be true—and logical inferences from them. On this view, if a person desires that a proposition be true and believes that if she performs a certain action it will become true, she will make the inference and perform the action. (shrink)

A new theoretical approach to language has emerged in the past 10–15 years that allows linguistic observations about form–meaning pairings, known as ‘construc- tions’, to be stated directly. Constructionist approaches aim to account for the full range of facts about language, without assuming that a particular subset of the data is part of a privileged ‘core’. Researchers in this field argue that unusual constructions shed light on more general issues, and can illuminate what is required for a complete account of (...) language. (shrink)

The Eurotransplant Kidney Allocation System (ETKAS) emerged from the XCOMB model by Wujciak and Opelz (1993a,b), who applied computer simulation studies to create an allocation algorithm. The present study investigated how experts would allocate a donated organ to patients on the waiting list with respect to the five allocation factors proposed in the ETKAS (number of mismatches, mismatch probability, waiting time, distance, international exchange balance). The experts’ evaluations were compared to the ETKAS points as well as to factor weights established (...) in mandatory allocation guidelines which are based on the German law for organ allocation (Transplantationsgesetz). The investigation was carried out using a conjoint analysis. Overall, the results indicate a fairly high degree of agreement between the experts’ opinions and the existing allocation system ETKAS and even more so for the allocation guidelines, in particular, with respect to the factors Mismatches, Mismatch probability, and Waiting time. (shrink)

Medical intervention in childbirth raises a number of ethical issues which have received too little attention in American obstetrics. A number of these issues are surveyed in the first section of this essay. In the second section, the hospital and the roles characteristically ascribed to patients, staff, and obstetrical practitioners are shown to provide an unsatisfactory social setting for birth. Several proposals for improving existing arrangements or for providing alternatives are offered. It is argued that procedures for eliciting and maintaining (...) fidelity to patient values for the birth experience are crucial elements in acceptable care. CiteULike Connotea Del.icio.us What's this? (shrink)

This book examines Latina/o college student leadership and leadership development in higher education. Lozano analyzes emerging frameworks, empirical research, leadership models, essays, and promising practices to provide insight into how Latina/o students experience and promote leadership in higher education.

In this paper I discuss the four Women and Labour conferences which were held in Australian capital cities over the seven years between 1978 and 1984. I explore the ways in which the history of Australian feminist activism during this period could be written, questioning in particular the claim that the Women and Labour conferences have been central to the history of Australian feminism. I discuss the ways in which a historical sense could be established, using writings about the conferences (...) as historical ‘evidence’, that race and ethnic divisions between women had not been important to the ‘women's movement’ until 1984. In other words, I challenge the construction of this conference as a turning point – not only in the feminist politicization of immigrant and Aboriginal women, but also in the politicization of all feminists about race and ethnic divisions. More broadly, I am interested in how a history would be written if it aimed to get to the ‘truth’ about racism and about the feminist activism of immigrant women. How would the apparent lack of written ‘evidence’ – at least until 1984 – of immigrant women's feminist activism, and of the awareness of Australian feminists about issues of racism, be written into this history? In addition, I suggest that it is important to the writing of feminist history in Australia that published documentation has been mostly produced by anglo women, and is thus partial and mediated by the lived, embodied experiences of anglo women. Finally, my intention is to interrogate commonly understood narratives about Australian feminist history, to challenge their seamlessness, and to suggest the importance of recognizing the tension within feminist discourses between difference as benign diversity and difference as disruption. (shrink)

In two experiments, participants had to choose between a sure and a risky option. The sure option was presented either in a gain or a loss frame. Need was defined as a minimum score the participants had to reach. Moreover, choices were made under two different time constraints and with three different levels of induced need to be reached within a fixed number of trials. The two experiments differed with respect to the specific amounts to win and the need levels. (...) The $$2 \times 2 \times 3$$2×2×3 design was a within-subject design. Data were evaluated on an overall and on a group level, the latter based on participants’ stated risk preference and on revealed preferences using cluster analysis across subjects. Overall, the results showed riskier behavior when the choice options were presented as losses as compared to gains and when the induced need was highest. Time limits enhanced the framing effect. (shrink)

This paper focuses attention on the stakeholder attribute of legitimacy. Drawing upon institutional and stakeholder theories, I develop a framework of stakeholder legitimacy based on its three aspects—legitimacy of the stakeholder as an entity, legitimacy of the stakeholder’s claim, and legitimacy of the stakeholder’s behavior. I assume that stakeholder legitimacy is socially constructed by management and that each of its three aspects exists in degree in the manager’s perception. I discuss how these aspects interact and change over time, and propose (...) an agenda for future research on stakeholder legitimacy. (shrink)

We contend that diagrams are tools not only for communication but also for supporting the reasoning of biologists. In the mechanistic research that is characteristic of biology, diagrams delineate the phenomenon to be explained, display explanatory relations, and show the organized parts and operations of the mechanism proposed as responsible for the phenomenon. Both phenomenon diagrams and explanatory relations diagrams, employing graphs or other formats, facilitate applying visual processing to the detection of relevant patterns. Mechanism diagrams guide reasoning about how (...) the parts and operations work together to produce the phenomenon and what experiments need to be done to improve on the existing account. We examine how these functions are served by diagrams in circadian rhythm research. (shrink)

Wikipedia is known as a free online encyclopedia. Wikipedia uses largely transparent writing and editing processes, which aim at providing the user with quality information through a democratic collaborative system. However, one aspect of these processes is not transparent—the identity of contributors, editors, and administrators. We argue that this particular lack of transparency jeopardizes the validity of the information being produced by Wikipedia. We analyze the social and ethical consequences of this lack of transparency in Wikipedia for all users, but (...) especially students; we assess the corporate social performance issues involved, and we propose courses of action to compensate for the potential problems. We show that Wikipedia has the appearance, but not the reality, of responsible, transparent information production. (shrink)

Pese al gran debate teórico en tomo a los aspectos participativos de su filosofía política, el republicanismo ya no puede presentarse como un modelo alternativo a la democracia liberal de nuestros días. Suiza, siendo la república más antigua del mundo, mantiene desde hace siglos instrumentos de participación popular, como los referendos y las iniciativas legislativas, y su función no es marginal, sino que constituye uno de los rasgos más importantes de su sistema político. Sin embargo, éste no deja de ser (...) homologable en su conjunto a los del resto del mundo occidental. Paradójicamente, dada la importancia de sus instituciones republicanas, la Suiza actual posee un sistema de gobierno liberal-representativo en el que la Constitución Federal consagra un conjunto típicamente liberal de derechos y libertades, aun cuando su particular cultura política y ciertas instituciones participativas de origen republicano le otorgan un carácter especial. (shrink)

The Gospel of John is a sublime theological work describing an exalted vision of the cosmic harmony between God and humankind as mediated by the Divine Word. At the same time, the gospel also vilifies nonbelievers and identifies them with a historical group, “the Jews,” in a manner that contributed significantly to Christian anti-Semitism for many centuries. This essay describes both the positive and negative elements of John's portrayal of Jews and Judaism, and suggests some ways that twenty-first century readers (...) might come to terms with this problematic issue. (shrink)

This study aimed to explore the understanding of and attitudes towards academic ethics of first-year students at a South African University using a paper-based survey that yielded 3611 respondents. A degree of confusion and ambivalence regarding academic ethical issues exists. The relative wealth of respondents also appears to influence the understanding of and attitudes to academic ethics. Millennial students have a tendency to disregard ownership of knowledge. There is a need for instruction in academic ethics to instil an awareness of (...) integrity in academic pursuit, coupled with an understanding of the world views of millennials. (shrink)

The aim of this essay is to approach the long literary tradition of catastrophic or apocalyptic narratives in relation to natural disasters and to explore examples of ecological threats to human species in contemporary Anglophone literature. By using the concept of ecophobia – a widespread irrational fear for nature – the author analyses novels by George R. Stewart ( Storm and Earth Abides ) and by Margaret Atwood ( Oryx and Crake ). Among the shared traits of these novels, the (...) author highlights the uncertain relationship with supernatural entities or divinities, the presence of surviving characters acting like last men of a disappearing human civilization, and the role of the humanities in the survival of the human species. (shrink)

Pushing through a logical continuum of closed-to open-system views of organizations necessarily changes the conceptualization of a firm from a strongly bounded entity to a configuration of networks and sub-networks, which exists and operates in a larger systemic network configuration. We unfold a classification of management processes corresponding to views of the firm along the closed/open-systems continuum. We examine ethical issues that are likely to devolve from these classes of management processes, and we suggest typical means by which managers will (...) attempt to control their firms' exposure to such issues. The final class of management processes examined focuses on the achievement of out-comes that are mutually satisfactory in the set of networks and sub-networks that constitute the focal firm, and that support the sustainability of the whole system. The article contributes to organizational theory, business ethics, and computer and information ethics by providing a comprehensive analysis of the impact of managerial views of the firm and of networks - virtual, social, informational - on managerial processes and on our understanding of how business ethics issues are linked to perceptions of what a firm is, does, and can do. (shrink)

The present paper argues that there is ample corpus evidence of statistical preemption for learners to make use of. In the case of argument structure constructions, a verbi is preempted from appearing in a construction A, CxA, if and only if the following probability is high: P(CxB|context that would be suitable for CxA and verbi). For example, the probability of hearing a preemptive construction, given a context that would otherwise be well-suited for the ditransitive is high for verbs like explain (...) that overwhelmingly appear in the dative, and low for verbs like tell that readily appear in the ditransitive. Strength of statistical preemption is determined both by this probability, and by the frequency (ln (F)) of a verb in a preemptive construction when the context is at least as well suited to the preempted construction. The critiques of preemption by Stefanowitsch (Cognitive Linguistics 19: 513–531, 2008, this volume) are countered by arguing that the relevant probabilities were not considered. Moreover, we find evidence that constructions are somewhat less constrained when yoked to non-alternating verbs, as Stefanowitsch (cf. this volume) suggests should be the case. (shrink)

Explanations in the life sciences frequently involve presenting a model of the mechanism taken to be responsible for a given phenomenon. Such explanations depart in numerous ways from nomological explanations commonly presented in philosophy of science. This paper focuses on three sorts of differences. First, scientists who develop mechanistic explanations are not limited to linguistic representations and logical inference; they frequently employ diagrams to characterize mechanisms and simulations to reason about them. Thus, the epistemic resources for presenting mechanistic explanations are (...) considerably richer than those suggested by a nomological framework. Second, the fact that mechanisms involve organized systems of component parts and operations provides direction to both the discovery and testing of mechanistic explanations. Finally, models of mechanisms are developed for specific exemplars and are not represented in terms of universally quantified statements. Generalization involves investigating both the similarity of new exemplars to those already studied and the variations between them. (shrink)

This study intended to examine the effect of information technology (IT) investment and corporate governance mechanism on the performance of the Saudi telecommunication sector with mediating role of corporate social responsibility (CSR). A survey method was used to collect data from the targeted Saudi telecom firm. Results show that corporate governance practices, i.e., internal audit, internal audit committee, and internal board size, have a significant and positive relationship with firm performance. Furthermore, IT investment positively affects the performance of Saudi telecommunication (...) firms. Moreover, CSR mediates the relationship among internal audit, internal audit committee, internal board size, IT investment, and firm performance. This study contributes to the body of knowledge regarding IT investment, corporate governance mechanism, corporate social responsibilities, and firm performance of telecommunication firms in emerging markets. Furthermore, this study will help the top management of the telecom firms to improve corporate governance and IT investment, which will be beneficial to enhance firm performance. (shrink)

The study aims to identify the adequacy of the UAE Commercial Law in 2023 in regulating artificial intelligence as a subject of the contract, This will be done by searching for the way in which the UAE legislator intervened to control the good and effective use of artificial intelligence, whether it was able to reconcile between protecting the interests of the parties to the transaction and encouraging technological development and investment in artificial intelligence to achieve the goals of the National (...) Strategy for Artificial Intelligence. Then, the cases of using artificial intelligence as a subject for commercial transactions will be highlighted, because artificial intelligence is considered one of the funds and products that can be the subject of commercial transactions between professional traders, which remain subject to the applicable legislation, even those that link the trader to the consumer due to the availability of the elements of the consumer process in this type of transaction, which is concerned with protecting the consumer because the consumer transaction must be carried out with transparency and responsibility. However, as a result of the privacy of such transactions, the current legislation does not appear sufficient, but rather work must be done to establish legislative provisions to control dealings in artificial intelligence at the local and international levels to govern artificial intelligence. (shrink)