Given a set of objects characterized by a number of attributes, hidden patterns can be discovered in them for the grouping of similar objects into clusters. If each of these clusters can be considered as exemplifying a certain concept, then the problem concerned can be referred to as a concept discovery problem. This concept discovery problem can be solved to some extent by existing data clustering techniques. However, they may not be applicable when the concept involved is vague in nature (...) or when the attributes characterizing the objects can be qualitative, quantitative, and fuzzy at the same time. To discover such concepts from objects with such characteristics, we propose a Genetic-Algorithm-based technique. By encoding a specific object grouping in a chromosome and a fitness measure to evaluate the cluster quality, the proposed technique is able to discover meaningful fuzzy clusters and assign membership degrees to objects that do not fully exemplify a certain concept. For evaluation, we tested the proposed technique with simulated and real data and the results are found to be very promising. (shrink)

Given a set of objects characterized by a number of attributes, hidden patterns can be discovered in them for the grouping of similar objects into clusters. If each of these clusters can be considered as exemplifying a certain concept, then the problem concerned can be referred to as a concept discovery problem. This concept discovery problem can be solved to some extent by existing data clustering techniques. However, they may not be applicable when the concept involved is vague in nature (...) or when the attributes characterizing the objects can be qualitative, quantitative, and fuzzy at the same time. To discover such concepts from objects with such characteristics, we propose a Genetic-Algorithm-based technique. By encoding a specific object grouping in a chromosome and a fitness measure to evaluate the cluster quality, the proposed technique is able to discover meaningful fuzzy clusters and assign membership degrees to objects that do not fully exemplify a certain concept. For evaluation, we tested the proposed technique with simulated and real data and the results are found to be very promising. (shrink)

The value of any kind of data is greatly enhanced when it exists in a form that allows it to be integrated with other data. One approach to integration is through the annotation of multiple bodies of data using common controlled vocabularies or ‘ontologies’. Unfortunately, the very success of this approach has led to a proliferation of ontologies which itself creates obstacles to integration. The Open Biomedical Ontologies (OBO) consortium has set in train a strategy to overcome this problem. Existing (...) OBO ontologies, including the Gene Ontology, are undergoing a process of coordinated reform and new ontologies being created on the basis of an evolving set of shared principles governing ontology development. The result is an expanding family of ontologies designed to be interoperable, logically well-formed, and to incorporate accurate representations of biological reality. We describe the OBO Foundry initiative, and provide guidelines for those who might wish to become involved. (shrink)

The Search for the Legacy of the USPHS Syphilis Study at Tuskegee is a collection of essays from experts in a variety of fields seeking to redefine the legacy of the infamous Tuskegee Syphilis Study. The essayists place the legacy of the study within the evolution of racial and ethnic relations in the United States. Contributors include two leading historians on the study, two former United States Surgeons General, and other prominent scholars from a wide range of fields.

Ways of World-making is a bold and imaginative combination of metaphysical speculation and logical analysis. Its author thinks of it "as belonging in that mainstream of modern philosophy that began when Kant exchanged the structure of the world for the structure of the mind, continued when C. I. Lewis exchanged the structure of the mind for the structure of concepts, and that now proceeds to exchange the structure of concepts for the structure of the several symbol systems of the (...) sciences, philosophy, the arts, perception, and everyday discourse". It moves from unique truth and a fixed and found world to a multiplicity of "right and even conflicting versions of worlds in the making.". (shrink)

STORY L, MAYFIELD‐JOHNSON S, DOWNEY LH, ANDERSON‐LEWIS C, YOUNG R and DAY P. Nursing Inquiry 2010; 17: 373–384 Getting on Target with Community Health Advisors (GOTCHA): an innovative stroke prevention projectHealth disparities along with insufficient numbers of healthcare providers and resources have created a need for effective and efficient grassroots approaches to improve community health. Community‐based participatory research (CBPR), more specifically the utilization of community health advisors (CHAs), is one such strategy. The Getting on Target with Community Health Advisors (...) (GOTCHA) project convened an interdisciplinary team to answer the call from 10 counties in the rural Mississippi Delta area of ‘The Stroke Belt’ to meet the region’s identified health needs, and to impact the health of a disparaged state. This article explores this CBPR project including the community involvement strategies, innovative CHA training curriculum, evaluation plan, and implications to healthcare professionals, particularly nurses. (shrink)

Bhattacharyya, K. The Advaita concept of subjectivity.--Deutsch, E. Reflections on some aspects of the theory of rasa.--Nakamura, H. The dawn of modern thought in the East.--Organ, T. Causality, Indian and Greek.--Chatterjee, M. On types of classification.--Lacombe, O. Transcendental imagination.--Bahm, A. J. Standards for comparative philosophy.--Herring, H. Appearance, its significance and meaning in the history of philosophy.--Chang Chung-yuan. Pre-rational harmony in Heidegger's essential thinking and Chʼan thought.--Staal, J. F. Making sense of the Buddhist tetralemma.--Enomiya-Lassalle, H. M. The mysticism of Carl (...) Albrecht and Zen.--Parrinder, G. The nature of mysticism.--Cairns, G. E. Axiological contributions of East and West to the spiritual development of mankind.--Mayeda, S. Śaṇkara's view of ethics.--Mercier, A. On peace.--Barlingay, S. S. A discussion of some aspects of Gaudapāda's philosophy. (shrink)

This paper is about the similarity between the appreciation of a piece of art, such as a cherished music album, and the loving appreciation of a person whom one knows well. In philosophical discussion about the rationality of love, the Qualities View (QV) says that love can be justified by reference to the qualities of the beloved. I argue that the oft-rehearsed trading-up objection fails to undermine the QV. The problems typically identified by the objection arise from the idea that (...) love-worthy qualities could be coarse-grained, when in fact they must be fine-grained. The analogy with appreciation of aesthetic qualities helps to draw out this point. Once the fine-grained nature of love-worthy qualities is properly understood, it is clear that critics of the QV cannot rely on the trading-up objection to motivate its rejection. Moreover, the paper’s core argument helps to illuminate the persistently aesthetic nature of interpersonal affections. (shrink)

Some reasons are thought to depend on relations between people, such as that of a promiser to a promisee. It has sometimes been assumed that all reasons that are relational in this way are moral obligations. I argue, via a counter example, that there are non-obligatory relational reasons. If true, this has ramifications for relational theories of morality.

Being able to ask others to do things, and thereby giving them reasons to do those things, is a prominent feature of our interpersonal lives. In this paper, I discuss the distinctive normative status of requests – what makes them different from commands and demands. I argue for a theory of this normative phenomenon which explains the sense in which the reasons presented in requests are a matter of discretion. This discretionary quality, I argue, is something that other theories cannot (...) accommodate, though it is a significant aspect of the relations that people stand in to one another, and the kinds of practical reasons that flow from those relations. (shrink)

A lineage of prominent philosophers who have discussed the second-person relation can be regarded as advancing structural accounts. They posit that the second-person relation effects one transformative change to the structure of practical reasoning. In this paper, I criticise this orthodoxy and offer an alternative, substantive account. That is, I argue that entering into second-personal relations with others does indeed affect one's practical reasoning, but it does this not by altering the structure of one's agential thought, but by changing what (...) reasons can become available. The importance of second-personal thought for action is heterogenous. Second-person relations make possible the emergence of a wide variety of different kinds of practical reasons: creating some, revealing others. Recognising this diminishes the appeal of the traditional, structural accounts of the practical significance of such second-personal relations. Moving away from structural accounts facilitates a more thorough understanding of the intersubjective form of action. (shrink)

My office is in a medical building in suburban Washington, D.C. —in Bethesda, named for the Biblical healing pool. All of the offices of my building are occupied by medical specialists, representing the most sophisticated training in the application of the scientific method. Downstairs and of service to all of us is a pharmacy, looking for all the world like a research laboratory with its gleaming surface, meticulous cleanliness, micro-balances, records, reference books, and cash register. It is neatly stocked with (...) modern, physiologically-defined preparations of active, predictable drugs. Among the enzymes, hormones, antibiotics, and chemo therapeutics for neoplasm, are a few newly hatched, unfledged remedies, but most are dependable and thoroughly assayed. The intently busy, white-coated, unsentimental pharmacists serve a hard-headed group of practitioners and a neighborhood of upper-class, well-educated patients. It is disconcerting, then, to see the undersurface of this sophistication, the irrational shadows beneath the science. On the front counter of the pharmacy are displayed attractive colored advertisements and pleasantly seductive inducements to self-improvement through diet cults and foods, tranquilizers, energizers, protein supplements, happiness promisers, preparations to enhance sexuality, vitamins artfully combined, and many packeted stuffs of no rational or pretended use whatsoever. “Why,” I ask the gimlet-eyed pharmacist, “do you have this large display of ‘Il Wah Genuine Chinese Ginseng, the Miraculous Herb of Life’? Doesn't it violate your university training? Your integrity as a modernist?” “Oh,” says he, “ginseng makes you feel better! You have more energy. You can do more! Lots of athletes use it, and people who work too hard and feel exhausted. It's only $3.45 a package. The prescriptions you give me once in a while yield no profit, but I sell a lot of ginseng. I use it myself!” Bemused, I walk back to my office, wondering about the easy abandonment of rationality, and pull down a box of medicinals collected the year before at an open-air pharmacy in the riverside markets of Brazil. The box gives forth deliciously rich forest smells. The packets within contain barks, roots, seeds, all of purported medical value. Other packets have amulets, charms, and protectives. The colorful labels on some of the patent medicines invoke ancient saints and healers, and promise happiness, health, prosperity and power. The essential rationale for their use in indigenous medicine was illusive to me despite many conversations with indigenous healers, and many times I have gone through the hundreds of items trying to find the key to what Brazilian and North American people fundamentally want from a pharmacy. In both cultures, where does magic stop and science begin? Do shops in both countries vend talismans in the search for the enhanced life, and fetishes against death? How much of all drug use is ritual and inchoate expectation? How can we reduce the mystification and incrementally increase the rationality of our pharmacopeia? (shrink)

It is common for people to be sensitive to aesthetic qualities in one another’s speech. We allow the loveliness or unloveliness of a person’s voice to make impressions on us. What is more, it is also common to allow those aesthetic impressions to affect how we are inclined to feel about the speaker. We form attitudes of liking, trusting, disliking or distrusting partly in virtue of the aesthetic qualities of a person’s speech. In this paper I ask whether such attitudes (...) could ever be legitimate. This is a microcosm of the broader issue of whether people’s aesthetic qualities in general can justify the interpersonal valuing-attitudes that they so often cause. I draw from recent discussions of body aesthetics to articulate a pair of challenges. One challenge says that aesthetic judgements of speech are reliant on unjustifiable prejudices. The other holds that a person’s aesthetic qualities are irrelevant to whether they should be liked. Against these challenges I argue that some speech can bear aesthetic qualities which are not reliant on prejudice and which are relevant to whether the speaker should be liked. I develop this argument through an analysis of the concept of lyricism. (shrink)

A central pillar of Carpendale & Lewis's (C&L's) argument is Wittgenstein's later work on language. I suggest that this support is not as strong as might be wished, and offer an alternative approach to their conclusion that language learning, especially of folk psychology, involves a socially embedded constructivism.

Currently living people cannot be said to be wronged because of the wrongless emissons of greenhouse gases by past people. According to the usual subjunctive-historical understanding of harm, currently living people cannot be said to be harmed by the impact of greenhouse emissions on their well-being. By relying on a subjunctive-threshold notion of harm we can justify conclusions about both the present generation’s duties not to violate the rights of future generations, and the present generation’s duties to compensate currently living (...) people for the harms inflicted upon them through the lasting impact of wrongless past harms. This interpretation supports a forward-looking understanding of the grounds of our relating to wrongless past harms. The significance of past harms lies in their consequences for the well-being of currently living and future people. The subjunctive-threshold notion of harm lends support to a standard of minimal, general, and universal justice. Those actors who are in a position to fulfill its requirements are under a duty to do so. Especially the rich and powerful countries ought to counteract the harmful impact of past greenhouse emissions. (shrink)

The ethical philosophy of Emmanuel Levinas is typically associated with a punishing conception of responsibility rather than freedom. In this chapter, our aim is to explore Levinas’s often overlooked theory of freedom. Specifically, we compare Levinas’s account of freedom to the Kantian (and Fichtean) idea of freedom as autonomy and the Hegelian idea of freedom as relational. Based on these comparisons, we suggest that Levinas offers a distinctive conception of freedom—“finite freedom.” In contrast to Kantian autonomy, finite freedom constitutively involves (...) standing in certain social relations with others. And in contrast to Hegelian relational freedom, the social relations involved in finite freedom are not defined by mutual recognition, but by feelings of separation and even antagonism. Along the way, we promote a reading Levinas’s Totality and Infinity as a Hegel-style story of Bildung (development), and show how, on Levinas’s view, freedom can develop or mature in the life of the individual. (shrink)

The essays in this book analyze significant perspectives of the recent past in American philosophy; they represent some of the major trends of this period. Alfred North Whitehead is included with the recent American philosophers since his major philosophic ideas were fully developed in this country. There has been no attempt to deal comprehensively with this period. Several philosophers of equal importance who also deserve attention-C. l. Lewis, A. O. Love joy, W. F. Montague, R. B. Perry, F. J. (...) E. Woodbridge, and others have not been discussed. Most of the essays were published at various times in various journals. Though all of the perspectives are presented with sympathetic understanding, they are also critically evaluated. 2 AMERICAN PHILOSOPHY OF THE RECENT PAST But even more than individual philosophers and schools of philos ophy the larger background of contemporary American life has nour ished the empirical spirit. Science as the most pervasive climate of our intellectual and practical activity has enhanced the empirical attitude. The great development, in this country, of business and technological industry has encouraged the pragmatic, empirical outlook. Empiricism, however, is an ambiguous term, and its different meanings have different philosophic consequences. For some it means that only concrete personal experience can be accepted as reality; for others it means the succession of sense-impressions. The more recent usage, the one that has been dominant in American philosophy, identifies empiricism with objectively and socially verifiable pronounce ments, that is, with experimentalism, or confirmation through demon strable evidence. (shrink)

SummaryEinstein frequently used the historical narrative form to express his philosophical and even scientific ideas. Analysis of his historical writings reveals that he employed a distinctive historical method which may be designated an “intuitive archeology”, following one of his examples. It will be shown that his historical method was consistently directed toward the goal of freeing ongoing scientific research from arbitrary restrictions. He regarded these arbitrary restrictions, in turn, to be the result of a loss of recollection of the origins (...) of scientific concepts. Finally, Einstein's position that the reality of the historical process of science itself validated his approach to writing history will be discussed.RésuméEinstein a souvent utilisé la forme d'une narration historique pour exprimer ses idés philosophiques ou même scientifiques. L'analyse de ses écrits historiques révèle qu'il employait une méthode historique particulière qui peut être appelée »archeologie intuitive« selon I'un de ses exemples. L'auteur montre que sa méthode historique avait constéuemment pour but de libérer la recherche actuelle de restrictions arbitraires. II considérait ces restrictions arbitraires elles‐mêmes comme résultant d'un oubli des origines des concepts scientifiques. Enfin, I'auteur discute la position d'Einstein selon laquelle la réalité historique que constitue la science elle‐même justifiait sa manière d'écrire I'histoire.ZusammenfassungEinstein verwendet häufig die historisch erzählende Form, um seine philosophischen und ge‐legentlich sogar urn seine wissenschaftlichen Gedanken zum Ausdruck zu bringen. Eine Untersu‐chung seiner historischen Schriften verrät, dass er eine besondere historische Methode angewen‐det hat, die einem seiner eigenen Beispiele gemass als »intuitive Archaologie« bezeichnet werden kann. Es wird gezeigt, dass seine historische Methode immer darauf ausgerichtet ist, die fortschreitende Forschung von willkürlichen Einschräkungen zu befreien. Solche willkürlichen Beschränkungen betrachtete er als das Ergebnis einer Miss‐achtung des Ursprungs der wissenschaftlichen Begriffe. Es wird schliesslich Einsteins Anspruch diskutiert, wonach der wirkliche Entwicklungsprozess der Wissenschaft seine Art, Geschichte zu schreiben, rechtfertigt. (shrink)