BACKGROUND AND RATIONALE: Evidence based medicine is the present backbone of rational and objective, modern medical problem solving and is a meeting ground for quantitative and qualitative researchers alike as it culminates into applying the fruits of clinical research to the individual patient. A systematic enquiry into the evolving paradigms in EBM is a need of the hour. AIMS AND METHODS: A qualitative enquiry examining the impact of different methodologies in EBM and their role in generating meaning interpretable at individual (...) levels. RESULTS: Present day outcome based research deals less with patients as individuals than as populations. Evidence based medicine struggles to apply the fruits of population based research to individuals who are often not as predictable as linear quantitative research would like them to be. The present EBM literature neglects a lot of events it doesn't believe to be statistically significant and perhaps here is an area that needs to be improved on - it assumes that because associations are demonstrated between interventions and outcomes in RCTs/meta-analysis, these associations are linear and causal in the real world. While they may be demonstrated repeatedly in highly controlled environments, in the real 'uncontrolled' world of clinical practice with real people, their validity breaks down. CONCLUSIONS: One needs to make the EBM standard model patient-individual (a projection of collective patient event data) resemble the real human individual patient so that optimal EBM individual data that matches our query can be easily and quickly spotted from the dense jungle of information that has grown over the years. This hints at rethinking our entire research methodology and modifying it to suit the needs of the individual patient. (shrink)
. This paper illustrates the applications of various ensemble methods for enhanced classification accuracy. The case in point is the Pima Indian Diabetic Dataset. The computational model comprises of two stages. In the first stage, k-means clustering is employed to identify and eliminate wrongly classified instances. In the second stage, a fine tuning in the classification was effected. To do this, ensemble methods such as AdaBoost, bagging, dagging, stacking, decorate, rotation forest, random subspace, MultiBoost and grading were invoked along with (...) five chosen base classifiers, namely support vector machine, radial basis function network, decision tree J48, naïve Bayes and Bayesian network. The k-fold cross validation technique is adopted. Computational experiments with the proposed method showed an improvement of 16.14% to 22.49% in the classification accuracy compared to literature survey. Among the ensemble methods tried, MultiBoost ensemble with SVM classifier and grading ensemble with naïve Bayes showed the best performance followed by MultiBoost, stacking and grading ensemble with Bayesian classifier, rotation forest ensemble with RBF and grading and rotation forest ensemble with J48. This investigation conclusively proves the significance of cascading k-means clustering with ensemble methods in the enhanced accuracy in categorization of diabetic dataset. (shrink)
Automatic moving object detection and tracking is very important task in video surveillance applications. In the present work the well known background subtraction model and use of Gaussian Mixture Models have been used to implement a robust automated single object tracking system. In this implementation, background subtraction on subtracting consecutive frame-by-frame basis for moving object detection is done. Once the object has been detected it is tracked by employing an efficient GMM technique. After successful completion of tracking, moving object recognition (...) of those objects using well known Principal Component Analysis, which is used for extracting features and Manhattan based distance metric is used for subsequent classification purpose. The system is capable of handling entry and exit of an object. Such a tracking system is cost effective and can be used as an automated video conferencing system and also has applications like human tracking, vehicles monitoring, and event recognition for video surveillance. The proposed algorithm was tested on standard database on complex environments and the results were satisfactory. (shrink)
. Textline segmentation in handwritten documents is of real challenge and interesting in the field of document image processing. In this paper, we propose a handwritten textline segmentation scheme based on the concept of linked list. The proposed method consists of three stages, namely, preprocessing, linked list and mathematical morphology. The concept of the linked list approach is used to build a textline sequence and mathematical morphology is used to obtain the line separator. We experimentally evaluated our proposed method on (...) a document containing handwritten Kannada script. The results are compared with recent methods and show encouraging results. (shrink)
What are the origins of human difference? As this philosophical exploration shows, the difference between human beings and other animals is the result of a complex sequence of events which began several million years ago with the evolution of the human hand.
Gearbox is one of the vital components in aircraft engines. If any small damage to gearbox, it can cause the breakdown of aircraft engine. Thus it is significant to study fault diagnosis in gearbox system. In this paper, two deep learning models and Bi-directional long short term memory ) are proposed to classify the condition of gearbox into good or bad. These models are applied on aircraft gearbox vibration data in both time and frequency domain. A publicly available aircraft gearbox (...) vibration dataset is used to evaluate the performance of proposed models. The results proved that accuracy achieved by LSTM and BLSTM are highly reliable and applicable in health monitoring of aircraft gearbox system in time domain as compared to frequency domain. Also, to show the superiority of proposed models for aircraft gearbox fault diagnosis, performance is compared with classical machine learning models. (shrink)
Hand's End provides a historical overview of Western philosophical thought about the interrelationship of technology and nature.... For all concerned about our planet and humankind's ability to find a sustainable future, Rothenberg extends his hand and mind in affirmation of a more beneficial technology."—Robert S. Blount III, Forest and Conservation Biology "Technology, human nature, and nature, according to Rothenberg, are inextricable.... [and are] explained en route to a bold new theory that encompasses ancient waterworks and nuclear weapons."—Howard Rheingold, editor ofThe (...) Millennium Whole Earth Catalog "Using pungent historical examples, Hand's End argues that technology, properly used, can extend nature rather than destroy it."—Roger Shattuck, author of The Innocent Eye. (shrink)
This article presents a novel full-reference image quality assessment algorithm by depicting the sub-band characteristics in the wavelet domain. The proposed image quality assessment method is based on energy estimation in the wavelet-transformed image. Image QA is achieved by applying a multilevel wavelet decomposition on both the original and the enhanced image. Next, the wavelet energy and vector are computed to obtain the percentage of the energy that corresponds to the approximation and the details, respectively. Further, the approximate and detailed (...) energy levels of both the original and the enhanced images are compared to formulate an image quality assessment. Numerous experiments are conducted on a dozen of image enhancement algorithms. The results presented show that the image with poor contrast in the foreground than the background has continuous regular coefficient values. The probability density function for such an image has a relatively lower WE and skewness compared with the background. The proposed scheme not only evaluates the global information of an image but also estimates the fine, detailed changes in an enhanced image. Thus, the proposed metric serves as an objective and effective FR criterion for color image QA. The experimental results presented confirm that the proposed WE metric is an efficient and useful metric for evaluating the quality of the color image enhancement. (shrink)
Children must be taught morality. They must be taught to recognise the authority of moral standards and to understand what makes them authoritative. But there’s a problem: the content and justification of morality are matters of reasonable disagreement among reasonable people. This makes it hard to see how educators can secure children’s commitment to moral standards without indoctrinating them. -/- In A Theory of Moral Education, Michael Hand tackles this problem head on. He sets out to show that moral education (...) can and should be fully rational. It is true that many moral standards and justificatory theories are controversial, and educators have an obligation to teach these nondirectively, with the aim of enabling children to form their own considered views. But reasonable moral disagreement does not go all the way down: some basic moral standards are robustly justified, and these should be taught directively, with the aim of bringing children to recognise and understand their authority. -/- This is an original and important contribution to the philosophy of moral education, which lays a new theoretical foundation for the urgent practical task of teaching right from wrong. (shrink)
Reflection without Rules offers a comprehensive, pointed exploration of the methodological tradition in economics and the breakdown of the received view within the philosophy of science. Professor Hands investigates economists' use of naturalistic and sociological paradigms to model economic phenomena and assesses the roles of pragmatism, discourse, and situatedness in discussions of economic practice before turning to a systematic exploration of more recent developments in economic methodology. The treatment emphasizes the changes taking place in science theory and its relationship to (...) the movement away from a rules-based view of economic methodology. The work will be of interest to all economists concerned with methodological issues as well as philosophers and others studying the relationships between economics and contemporary science theory. (shrink)
In this symposium Michael Hand presents a rejoinder to criticisms of his ‘Religious Upbringing Reconsidered’ (Journal of Philosophy of Education, 36.4) by Jim Mackenzie, Peter Gardner and Charlene Tan. Defending the idea of the logical possibility of non-indoctrinatory religious upbringing, he attempts to show that none of their various objections is successful. Mackenzie, Gardner and Tan each offer a response.
Emmanuel Levinas has been Professor of Philosophy at the Sorbonne and the director of the Ecole Normale Israelite Orientale. Through such works as "Totality and Infinity" and "Otherwise than Being", he has exerted a profound influence on twentieth-century continental philosophy, providing inspiration for Derrida, Lyotard, Blanchot and Irigaray. "The Levinas Reader" collects, often for the first time in English, essays by Levinas encompassing every aspect of his thought: the early phenomenological studies written under the guidance and inspiration of Husserl and (...) Heidegger; the fully developed ethical critique of such totalizing philosophies; the pioneering texts on the moral dimension to aesthetics; the rich and subtle readings of the Talmud which are an exemplary model of an ethical, transcendental philosophy at work; the admirable meditations on current political issues. Sean Hand's introduction gives a complete overview of Levinas's work and situates each chapter within his general contribution to phenomenology, aesthetics, religion, politics and, above all, ethics. Each essay has been prefaced with a brief introduction presenting the basic issues and the necessary background, and suggesting ways to study the text further. (shrink)
In this symposium Michael Hand presents a rejoinder to criticisms of his ‘Religious Upbringing Reconsidered’ (Journal of Philosophy of Education, 36.4) by Jim Mackenzie, Peter Gardner and Charlene Tan. Defending the idea of the logical possibility of non-indoctrinatory religious upbringing, he attempts to show that none of their various objections is successful. Mackenzie, Gardner and Tan each offer a response.
According to the idea of "dirty hands in politics" politicians sometimes have to do what is morally wrong. I discuss the two main versions of this thesis: the "difference-thesis" and the "dilemma-thesis". I argue that there are no convincing arguments for neither of them. Politics, too, lies inside the scope of morality.
We examine the embodiment of one foundational aspect of human cognition, language, through its bodily association with the gestures that accompany its expression in speech. Gesture is a universal feature of human communication. Gestures are produced by all speakers in every culture . They are tightly timed with speech . Gestures convey important communicative information to the listener, but even blind speakers gesture while talking to blind listeners , so the mutual co-occurrence of speech and gesture reflects a deep association (...) between the two modes that transcends the intentions of the speaker to communicate. Indeed, we believe that this linkage of the vocal expression of language and the arm movements produced with it are a manifestation of the embodiment of thought: that human mental activities arise through bodily interactions with the world and remain linked with them throughout the lifespan. In particular, we propose that speech and gesture have their developmental origins in early hand-mouth linkages, such that as oral activities become gradually used for meaningful speech, these linkages are maintained and strengthened. Both hand and mouth are tightly coupled in the mutual cognitive activity of language. In short, it is the initial sensorimotor linkages of these systems that form the bases for their later cognitive interdependence. (shrink)
Producing content-related gestures has been found to impact students’ learning, whether such gestures are spontaneously generated by the learner in the course of problem-solving, or participants are instructed to pose based on experimenter instructions during problem-solving and word learning. Few studies, however, have investigated the effect of (a) performing instructed gestures while learning concepts or (b) producing gestures without there being an implied connection between the gestures and the concepts being learned. The two studies reported here investigate the impact of (...) instructed hand movements on students’ subsequent understanding of a concept. Students were asked to watch an instructional video—focused on the concept of statistical model—three times. Two experimental groups were given a secondary task to perform while watching the video, which involved moving their hands to mimic the placement and orientation of red rectangular bars overlaid on the video. Students were told that the focus of the study was multitasking, and that the instructed hand movements were unrelated to the material being learned. In the content-match group the placement of the hands reinforced the concept being explained, and in the content-mismatch group it did not. A control group was not asked to perform a secondary task. In both studies, findings indicate that students in the content-match group performed better on the posttest, and showed less variation in performance, than did students in the content-mismatch group, with control students falling in between. Instructed hand movement—even when presented as an unrelated, secondary task—can affect students’ learning of a complex concept. (shrink)
Trust enters into the making of a virtuous person in at least two ways. First, unless a child has a sufficiently trusting relationship with at least one adult, it is doubtful that she will be able to become the kind of person who can form ethically responsible relationships with others. Infant trust, as Annette Baier has reminded us, is the foundation on which future trust relationships will be built; and when such trust is irreparably shaken, the adult into whom the (...) child grows may be forever cut off from intimacy. Second, a moral beginner must trust other people's moral judgment while she learns to be good. A child does not learn how to be good on her own. She follows the precepts and examples of others, absorbs the moral values of the community into which she has been born, and relies on others who, with luck, will not lead her astray but will turn out to be trustworthy in offering her guidance and correction. While there is some empirical evidence that children learn about morality better when given reasons in support of what they are being taught, part of what a child is being taught is what counts as a good reason. Thus, no moral beginner could be in a position to assess adequately the cogency of the reasons she given until she has progressed some distance in her education. Until that time, the beginner must rely on other people's judgment. That thrust enters into the making of a morally good person should thus be uncontroversial. I want to defend a much more controversial thesis: needing to trust other people's moral judgment is not just a stage we go through on the way to becoming morally virtuous. If the world of value is complex, and if our access to it is shaped by our experiences, then even among the morally mature there will continue to be a significant role for moral testimony and thus for trust. (shrink)
Ways of the Hand tells the story of how David Sudnow learned to improvise jazz on the piano. Because he had been trained as an ethnographer and social psychologist, Sudnow was attentive to what he experienced in ways that other novice pianists are not. The result, first published in 1978 and now considered by many to be a classic, was arguably the finest and most detailed account of skill development ever published.Looking back after more than twenty years, Sudnow was struck (...) by the extent to which he had allowed his academic background to shape the book's language. He realized that he could now do a much better job of describing his experiences in a way that would not require facility with formal social science and philosophical discourse. The result is a revised version of the book that carries the same intellectual energy as the original but is accessible to a much wider audience. (shrink)
The author uses social epistemology to develop the cognitive authority theory. The fundamental concept of cognitive authority is that people construct knowledge in two different ways: based on their first-hand experience or on what they have learned second-hand from others. What people learn first-hand depends on the stock of ideas they bring to the interpretation and understanding of their encounters with the world. People primarily depend on others for ideas as well as for information outside the range of direct experience. (...) Much of what they think of the world is what they have gained second-hand. All that people know of the world beyond the narrow range of their own lives is what others have told them. However, people do not count all hearsay as equally reliable; only those who are deemed to “know what they are talking about” become cognitive authorities. --. (shrink)
Drawing on both anthropology and philosophy, this paper argues that the profiled form of the human hand is a universally recognizable image; one whose significance transcends temporally and geographically defined cultural divisions, and represents the earliest known artistic symbol of the human form. The unique co-occurrence of five properties in the image of the human hand and the way it is recognized support this argument, including that it is: (1) unmistakably a hand, (2) unmistakably human, (3) a universal point of (...) interface, (4) a universal referent of scale, and (5) an easy way of making a complex shape. This underappreciated aspect of hand art makes these images among the most important forms of early artistic expression encountered in the prehistoric record. (shrink)
Moral injury describes the effects of violence on veterans beyond what trauma discourse can describe. I put moral injury in conversation with a separate but related concept, dirty hands. Focusing on Michael Walzer's framing of dirty hands and Jonathan Shay's understanding of moral injury, I argue that moral injury can be seen as part of the dirt of a political leader's dirty hands decisions. Such comparison can focus more attention on the broader institutional context in which such dirty hands decisions (...) are executed, while contributing to the growing vocabulary of moral conflict, trauma, and harm. (shrink)
According to one understanding of the problem of dirty hands, every case of dirty hands is an instance of moral conflict, but not every instance of moral conflict is a case of dirty hands. So, what sets the two apart? The dirty hands literature has offered widely different answers to this question but there has been relatively little discussion about their relative merits as well as challenges. In this paper I evaluate these different accounts by making clear which understanding of (...) concept distinctness underlies them and which of them is, ultimately, the most plausible one in the case of dirty hands and ordinary moral conflict. In order to do so, I will borrow from the terminology employed in recent debates in the philosophy of evil which have tackled a similar problem to the one at hand, i.e. defining what sets evil apart from ordinary wrongdoing. Here it has been argued that concepts could be distinct in three ways: they can have a quantitative difference, a strong qualitative or a moderate qualitative difference. I conclude that the most convincing definition of dirty hands draws a moderate qualitative distinction between ordinary moral conflict according to which dirty hands are those moral conflicts that involve a serious violation or betrayal of a core moral value. (shrink)
The alleged problem of the dirty hands of politicians has been much discussed since Michael Walzer’s original piece (Walzer 1974). The discussion has concerned the precise nature of the problem or sought to dissolve the apparent paradox. However there has been little discussion of the putative complicity, and thus also dirtying of hands, of a democratic public that authorizes politicians to act in its name. This article outlines the sense in which politicians do get dirty hands and the degree to (...) which a democratic public may also get dirty hands. It separates the questions of secrecy, authorisation, and wrongfulness in order to spell out the extent of public complicity. Finally it addresses the ways in which those who do and those who do not acknowledge the problem of dirty hands erroneously discount or deny the problem of complicity by an appeal to the nature of democracy, a putatively essential need for political openness or to the scope of ideal theory. (shrink)
We citizens of the 21st century live in a world where division of epistemic labour rules. Most of what we know we learned from the spoken or written word of others, and we depend in endless practical ways on the technological fruits of the dispersed knowledge of others—of which we often know almost nothing—in virtually every moment of our lives. Interest has been growing in recent years amongst philosophers, in the issues in epistemology raised by this fact. One issue concerns (...) the depth and extent of our epistemic dependence on testimony, as we may label this broad epistemic source: Do we have any knowledge at all that is free of epistemic dependence on what we have learned from others? A related question is whether our entitlement to believe what we have learned from others can be explained without invoking any epistemic principles special to testimony. These questions concern, as it were, the macro-epistemology of testimony. In the present discussion I shall focus instead on the micro foundations. Testimony, in our broad sense, can occur through an extensive range of types of spoken and written means of purportedly factual communication, including telephone calls, e-mails and personal letters, lectures and radio broadcasts, newspapers, textbooks and encyclopaedias, personal diaries, and public records of all kinds. But the central paradigm—what started the whole communication thing off—is surely that of face-to-face spoken encounter, when one person tells something to another, thereby intending and hoping to share her knowledge with her audience. I begin by describing the speech act of telling, identifying what takes place in a felicitous act of telling. From the nature of the speech act of telling, we see precisely how it is that knowledge is, when all goes as it should, acquired from teller by trusting hearer, in such an act, and in acts of testimony more broadly. (shrink)
David Hull accounts for the success of science in terms of an invisible hand mechanism, arguing that it is difficult to reconcile scientists' self-interestedness or their desire for recognition with traditional philosophical explanations for the success of science. I argue that we have less reason to invoke an invisible hand mechanism to explain the success of science than Hull implies, and that many of the practices and institutions constitutive of science are intentionally designed by scientists with an eye to realizing (...) the very goals that Hull believes need to be explained by reference to an invisible hand mechanism. Thus, I reduce the scope of Hull's invisible hand explanation and supplement it by appealing to a hidden hand explanation. (shrink)
People with Scrupulosity have rigorous, obsessive moral beliefs that lead to extreme and compulsive moral acts. These fascinating outliers raise profound questions about human nature, mental illness, moral belief, responsibility, and psychiatric treatment. Clean Hands? Uses a range of case studies to examine this condition and its philosophical implications.
Stuart, Jennie Review(s) of: Hands off not an option! The reminiscence museum mirror of a humanistic care philosophy, by Professor Dr Hans Marcel Becker assisted by Inez van den Dobbelsteen- Becker and Topsy Ros. Eburon Academic Publishers, Delft, 2011 272 pp.
A decision delay can translate into significant financial and business losses. One way to accelerate the decision process is through improved communication among the stakeholders engaged in the project. Capturing, transferring, managing, and reusing data, information, and knowledge in the context it is generated can lead to higher productivity, effective communication, reduced number of requests for clarification, and a shorter time-to-market cycle. We formalized the concept of reflection in interaction during communicative events among multiple project stakeholders. This concept extends Donald (...) Schon’s theory of reflection in action of a single practitioner. We model the observed reflection in interaction with a prototype system called TalkingPaperTM. It is a ubiquitous client-server collaborative environment that facilitates knowledge capture, sharing, and reuse during synchronous and asynchronous communicative events. TalkingPaperTM bridges the paper and digital worlds. It transforms the analog verbal discours, annotated paper corporate documents, and the paper and pencil sketches into indexed and synchronized digital content that is published on and streamed on-demand from a TalkingPaperTM web server. The TalkingPaperTM sessions can be accessed by all stakeholders for rapid knowledge sharing and decision-making. (shrink)
In this clear, accessible guide, Sean Hand sets Levinas's work in its intellectual and social contexts and examines: the influence of phenomenology and Judaism ...
This fascinating monograph tackles a well-established problem in the philosophy of education. The problem is the threat posed to the logical possibility of non-confessional religious education by the claim that religion constitutes an autonomous language-game or form of knowledge. Defenders of this claim argue that religion cannot be understood from the outside: it is impossible to impart religious understanding unless one is also prepared to impart religious belief. Michael Hand argues for two central points: first, that non-confessional religious education would (...) indeed be impossible if it were true that religion constitutes a distinct form of knowledge; and, second, that religion does not in fact constitute a distinct form of knowledge. >. (shrink)
This is one of a series of articles in which I examine errors that philosophers of language may be led to make if already prone to exaggerating the rôle compositional semantics can play in explaining how we communicate, whether by expressing propositions with our words or by merely implying them. In the present article, I am concerned less with “pragmatic contributions” to the propositions we express—contributions some philosophers seem rather desperate to deny the existence or ubiquity of—than I am with (...) certain types of traps that those who exaggerate the rôle of semantic convention and underestimate the rôle of pragmatic inference are apt to fall into. (shrink)
Presents a self-contained introduction to logic suitable for majors and nonmajors, and can be covered entirely in a one-semester course. Natural deduction systems of sentential logic and of first-order logic, truth tables, and the basic ideas of model theory are presented without superfluous discussion.
This book brings together ten previously published essays on the philosophy of economics and economic methodology. The general theme is the application of Karl Popper's philosophy of science to economics -- not only by Popper himself but also by other members of the "Popperian school." There are three major issues that surface repeatedly: the applicability of Popper's falsificationist philosophy of science; the applicability of I. Lakatos's "methodology of scientific research programs" to economics; and the question of Popper's "situational analysis" approach (...) to social science. (shrink)
A leading philosopher and theologian, Jean-Louis Chrétien uses poetry and painting to explore a theme that runs through all of his work: how human life is shaped by the experience of call and response. For Chrétien, we live by responding to the call of experience with words, gestures, expressions, and silence. In luminous meditations on Rembrandt, Delacroix, Manet, Verlaine, Keats, and other artists, Chrétien shows how “talking hands of painters” and the “secretly lucid” voices of poets confront the finitude of (...) the human body. Hand to Hand is a deeply cultured renewal of art in all its provocative, transforming, spiritual presence. (shrink)
In recent years, experts in geriatric care have increasingly promoted the use of reminiscence museums, collections of period objects that are used to help senior citizens draw on old memories in order to recall and talk about their past. Hands Off Not an Option is a practical guide to making and using such collections, showing how to establish and fill out a museum and illustrating the ways it can be used within senior care facilities and within individual homes. The book (...) will thus be of value both to those practicing in geriatric medical and social care and to individual families working with aged relatives. The book includes 1 DVD. (shrink)