Effective and personalized treatment relies heavily on skin disease categorization. In the stratification of skin disorders, it is crucial to identify the subtypes of illnesses to provide an efficient therapy. To attain this aim, researchers have focused their attention on cluster algorithms for the stratification of skin disorders in recent decades. But, cluster algorithms have real-world drawbacks, including experimental noises, a large number of dimensions, and a poor ability to comprehend. Cluster algorithms, in particular, determine the quality of clusters using (...) a single internal evaluation operation in the majority of cases. A single internal assessment procedure is difficult to design and robust for all datasets, which is a problem. The multi-objective particle swarm obtained high sensitivity in the existing work, but it is not able to anticipate all kinds of classes. An optimized cluster distance parameter for K-means clustering is determined using a hybrid particle swarm and moth flame optimization. Multi-objective is guided by two cluster value indices, including the K-means clustering misclassification rate and neural network classification rate. Hybrid PSO will solve the multi-objective problem to identify the optimal cluster for clustering. On the dermatological dataset from the UCI repository, MATLAB R2020a will be used to evaluate the proposed method. This will be followed by an evaluation of the proposed method’s performance using the cluster evaluation indices. (shrink)

Exposition of Daśaprakaraṇa (ten minor collective tracts) on Dvaita Vedanta by Madhva, 13th cent. ; includes complete text in Sanskrit.

Detecting Intrusions and anomalies is becoming much more challenging with new attacks popping out over a period of time. Achieving better accuracies by applying benchmark classifier algorithms used for identifying intrusions and anomalies have several hidden data mining challenges. Although neglected by many research findings, one of the most important and biggest challenges is the similarity or membership computation. Another challenge that cannot be simply neglected is the number of features that attributes to dimensionality. This research aims to come up (...) with a new membership function to carry similarity computation that can be helpful for addressing feature dimensionality issues. In principle, this work is aimed at introducing a novel membership function that can help to achieve better classification accuracies and eventually lead to better intrusion and anomaly detection. Experiments are performed on KDD dataset with 41 attributes and also KDD dataset with 19 attributes. Recent approaches CANN and CLAPP have showed new approaches for intrusion detection. The proposed classifier is named as UTTAMA. UTTAMA performed better to both CANN and CLAPP approaches w.r.t overall classifier accuracy. Another promising outcome achieved using UTTAMA is the U2R and R2L attack accuracies. The importance of proposed approach is that the accuracy achieved using proposed approach outperforms CLAPP, CANN, SVM, KNN and other existing classifiers. (shrink)

Contribution of philosophers from Karnataka to Indian philosophy; a study.

Abortion continues to be a moral and ethical dilemma in medicine. While abortions in general have always faced social stigmas, the abortion of fetuses with Down’s syndrome in particular remains the subject of debate across the globe. In India, under the Medical Termination of Pregnancy Act, abortion is legal under prescribed circumstances only till 20 weeks of gestation. Laws for abortion after 20 week of gestation are ill defined. In a recent ruling of the Supreme Court in India, a woman (...) was denied the right to abortion of her 26 week old fetus. With this ruling, India has joined the rest of the world in the debate surrounding abortion laws and the ethics of abortion. (shrink)

On the school of Madhva, 13th century Hindu dualistic philosopher.

"Williams's masterful translation satisfies (at last!) a long-standing need. There are lots of good translations of Augustine's great work, but until now we have been forced to choose between those that strive to replicate in English something of the majesty and beauty of Augustine's Latin style and those that opt instead to convey the careful precision of his philosophical terminology and argumentation. Finally, Williams has succeeded in capturing both sides of Augustine's mind in a richly evocative, impeccably reliable, elegantly readable (...) presentation of one of the most impressive achievements in Western thought--Augustine's Confessions." --Scott MacDonald, Professor of Philosophy and Norma K. Regan Professor in Christian Studies, Cornell University. (shrink)

In this work, the significance of combining the evidence from multitaper mel-frequency cepstral coefficients, linear prediction residual, and linear prediction residual phase features for multilingual speaker identification with the constraint of limited data condition is demonstrated. The LPR is derived from linear prediction analysis, and LPRP is obtained by dividing the LPR using its Hilbert envelope. The sine-weighted cepstrum estimators with six tapers are considered for multitaper MFCC feature extraction. The Gaussian mixture model–universal background model is used for modeling each (...) speaker for different evidence. The evidence is then combined at scoring level to improve the performance. The monolingual, crosslingual, and multilingual speaker identification studies were conducted using 30 randomly selected speakers from the IITG multivariability speaker recognition database. The experimental results show that the combined evidence improves the performance by nearly 8–10% compared with individual evidence. (shrink)

The Moral Nexus develops and defends a new interpretation of morality—namely, as a set of requirements that connect agents normatively to other persons in a nexus of moral relations. According to this relational interpretation, moral demands are directed to other individuals, who have claims that the agent comply with these demands. Interpersonal morality, so conceived, is the domain of what we owe to each other, insofar as we are each persons with equal moral standing. The book offers an interpretative argument (...) for the relational approach. Specifically, it highlights neglected advantages of this way of understanding the moral domain; explores important theoretical and practical presuppositions of relational moral duties; and considers the normative implications of understanding morality in relational terms. The book features a novel defense of the relational approach to morality, which emphasizes the special significance that moral requirements have, both for agents who are deliberating about what to do and for those who stand to be affected by their actions. The book argues that relational moral requirements can be understood to link us to all individuals whose interests render them vulnerable to our agency, regardless of whether they stand in any prior relationship to us. It also offers fresh accounts of some of the moral phenomena that have seemed to resist treatment in relational terms, showing that the relational interpretation is a viable framework for understanding our specific moral obligations to other people. (shrink)

This book provides a collection of sources, many of them fragmentary and previously scattered and hard to access, for the development of Peripatetic philosophy in the later Hellenistic period and the early Roman Empire. It also supplies the background against which the first commentator on Aristotle from whom extensive material survives, Alexander of Aphrodisias (fl. c. AD 200), developed his interpretations which continue to be influential even today. Many of the passages are here translated into English for the first time, (...) including the whole of the summary of Peripatetic ethics attributed to 'Arius Didymus'. (shrink)

Now, we can draw a conclusion on the matter of the necessity of angādhikāra in Pā $$ \underset{\raise0.3em\hbox{$\smash{\scriptscriptstyle\cdot}$}}{n}$$ ini's grammar. We have seen that angādhikāra constitutes a very important section of the grammar where the relation of the suffixes and their bases is crucial. We also have observed that the concept of anga cannot be separated from Pā $$ \underset{\raise0.3em\hbox{$\smash{\scriptscriptstyle\cdot}$}}{n}$$ ini's system due to its being a part of many sūtras as well as many paribhā $$\underset{\raise0.3em\hbox{$\smash{\scriptscriptstyle\cdot}$}}{s}$$ ās. We have also (...) seen that at least three exclusive prayojanas exist for the justification of angādhikāra. Another justification can be given in the form of preventing the double samprasāra $$ \underset{\raise0.3em\hbox{$\smash{\scriptscriptstyle\cdot}$}}{n}$$ a in forms like vavraś which we discussed while determining the limit of angādhikāra. We saw that three important paribhā $$\underset{\raise0.3em\hbox{$\smash{\scriptscriptstyle\cdot}$}}{s}$$ ās, which are accepted by Patañjali, depend on angādhikāra. Finally we saw that an alternative suggested by Patañjali for angādhikāra is in no way better, but actually defective.Kātyāyana's use of angādhikāra in other sections to counter some objections has been shown too. Patañjali's apparent rejection of angādhikāra on the basis of Kātyāyana's vārtika on ‘angasya’ (6-4-1) is not supported by his own treatment of the subject in other places. So, we conclude that Patañjali did not really intend to refute the angādhikāra and the view which appears in his commentary on 6-4-1 should not be taken as his siddhānta on this matter. Tasmād angādhikāra iti bhagavato gūdho 'bhisandhir iti bhāvah. Naitāni ity ādi grantha $$\underset{\raise0.3em\hbox{$\smash{\scriptscriptstyle\cdot}$}}{h}$$ ekadeśyuktir iti tātparyam. Nāgeśa, ‘Uddyota’, MB, Vol. 5, p. 273.Thus the necessity of angādhikāra in Pā $$ \underset{\raise0.3em\hbox{$\smash{\scriptscriptstyle\cdot}$}}{n}$$ ini's A $$\underset{\raise0.3em\hbox{$\smash{\scriptscriptstyle\cdot}$}}{s}$$ $$\underset{\raise0.3em\hbox{$\smash{\scriptscriptstyle\cdot}$}}{t}$$ ādhyāyī is established. (shrink)

We should approach this topic with great fear and respect. It is not a merely “academic” issue. Human rights are trampled upon in the East as in the West, in the North as in the South of our planet. Granting the part of human greed and sheer evil in this universal transgression, could it not also be that Human Rights are not observed because in their present form they do not represent a universal symbol powerful enough to elicit understanding and (...) agreement? (shrink)

Chemical structures are among the trademarks of our profession, as surely chemical as flasks, beakers and distillation columns. When someone sees one of us busily scribbling formulas or structures, he or she has no trouble identifying a chemist. Yet these familiar objects, which accompany our work from start to end, from the initial doodlings (Fig. I) to the final polished artwork in a publication (Fig. II), are deceptively simple. They raise interesting and difficult questions about representation. It is the intent (...) of this article to reflect upon molecular graphics. (shrink)

Ethics and Decision Making in Counseling and Psychotherapy has a distinct and timely focus on counseling as a profession. Chapters address the mental health professions, values in counseling, decision making, ethical principles, ethical standards, technology, ethical climate, and office/administrative practices. The early chapters present a foundation for ethical practice of the profession and provides solid building blocks to the more advanced perspectives in later chapters. Chapters on specialty practice are lively and contemporary overviews of these practice areas in counseling that (...) reflect more recent trends to increased differentiation of these areas of practice. Each specialty has its own chapter to allow for an extended discussion of the unique aspects of the field that provide clarity to understanding the particular ethical issues and standards that apply in each specialty. The specialty areas recognized by CACREP are included: mental health counseling; school counseling; couple, marital, and family counseling; rehabilitation counseling; addictions counseling; career counseling; and group counseling. This book is broad in its coverage of the most practiced specialties in mental health practice, and provides an efficient and effective overview of the broad scope of particular areas addressed in counseling. (shrink)

How do we explain violence? What is so significant of modern forms of violence that it has produced such large-scale destruction in its wake? This volume builds on the political philosophy of Wittgenstein, his notions of peace and violence, to explore how violence in any form is contained within culturally or ideologically formed institutions. Drawing on Wittgenstein's work on language, it explores the link between language and violence, everydayness, culture. It examines everyday instances of micro-violence which we sometimes forget to (...) recall. This book puts forth the claim that any theory of violence will have to touch upon the many myriad - both micro and macro -- political, social and cultural interactions that make up the human condition. The author further comments on the unseen ways in which violence has been instrumentalized in modern history's many stages to create a spectacle of power so as to reinforce authority. The volume will be of great interest to students and scholars of peace and conflict studies, political philosophy, linguistics and modern history. (shrink)

I investigate the consequences of Nietzsche's perspectivism for notions of truth and objectivity, and show how the metaphor of visual perspective motivates an epistemology that avoids self-referential difficulties. Perspectivism's claim that every view is only one view, applied to itself, is often supposed to preclude the perspectivist's ability to offer reasons for her epistemology. Nietzsche's arguments for perspectivism depend on “internal reasons”, which have force not only in their own perspective, but also within the standards of alternative perspectives. Internal reasons (...) allow a perspectivist argument against dogmatism without presupposing aperspectival criteria for theory choice. Nietzsche also offers “internal” conceptions of truth and objectivity which reduce them to a matter of meeting our epistemic standards. This view has pluralistic implications, which conflict with common sense, but it is nevertheless consistent and plausible. Nietzsche's position is similar to Putnam's recent internalism, and this is due to their common Kantian heritage. (shrink)

Now, we can draw a conclusion on the matter of the necessity of angādhikāra in Pā $$ \underset{\raise0.3em\hbox{$\smash{\scriptscriptstyle\cdot}$}}{n}$$ ini's grammar. We have seen that angādhikāra constitutes a very important section of the grammar where the relation of the suffixes and their bases is crucial. We also have observed that the concept of anga cannot be separated from Pā $$ \underset{\raise0.3em\hbox{$\smash{\scriptscriptstyle\cdot}$}}{n}$$ ini's system due to its being a part of many sūtras as well as many paribhā $$\underset{\raise0.3em\hbox{$\smash{\scriptscriptstyle\cdot}$}}{s}$$ ās. We have also (...) seen that at least three exclusive prayojanas exist for the justification of angādhikāra. Another justification can be given in the form of preventing the double samprasāra $$ \underset{\raise0.3em\hbox{$\smash{\scriptscriptstyle\cdot}$}}{n}$$ a in forms like vavraś which we discussed while determining the limit of angādhikāra. We saw that three important paribhā $$\underset{\raise0.3em\hbox{$\smash{\scriptscriptstyle\cdot}$}}{s}$$ ās, which are accepted by Patañjali, depend on angādhikāra. Finally we saw that an alternative suggested by Patañjali for angādhikāra is in no way better, but actually defective.Kātyāyana's use of angādhikāra in other sections to counter some objections has been shown too. Patañjali's apparent rejection of angādhikāra on the basis of Kātyāyana's vārtika on ‘angasya’ (6-4-1) is not supported by his own treatment of the subject in other places. So, we conclude that Patañjali did not really intend to refute the angādhikāra and the view which appears in his commentary on 6-4-1 should not be taken as his siddhānta on this matter. Tasmād angādhikāra iti bhagavato gūdho 'bhisandhir iti bhāvah. Naitāni ity ādi grantha $$\underset{\raise0.3em\hbox{$\smash{\scriptscriptstyle\cdot}$}}{h}$$ ekadeśyuktir iti tātparyam. Nāgeśa, ‘Uddyota’, MB, Vol. 5, p. 273.Thus the necessity of angādhikāra in Pā $$ \underset{\raise0.3em\hbox{$\smash{\scriptscriptstyle\cdot}$}}{n}$$ ini's A $$\underset{\raise0.3em\hbox{$\smash{\scriptscriptstyle\cdot}$}}{s}$$ $$\underset{\raise0.3em\hbox{$\smash{\scriptscriptstyle\cdot}$}}{t}$$ ādhyāyī is established. (shrink)

Aesthetics in philosophy of mathematics is too narrowly construed. Beauty is not the only feature in mathematics that is arguably aesthetic. While not the highest aesthetic value, being interesting is a sine qua non for publishability. Of the many ways to be interesting, being explanatory has recently been discussed. The motivational power of what is interesting is important for both directing research and stimulating education. The scientific satisfaction of curiosity and the artistic desire for beautiful results are complementary but both (...) aesthetic. (shrink)

Karl Raimund Poppers (1902-1994) Hauptwerk, die Logik der Forschung (1934), gilt als Grundlagenwerk des kritischen Rationalismus. Der kritische Rationalismus zeigt, warum unser Wissen fehlbar ist und versteht den Erkenntnisfortschritt als Resultat von Hypothesenbildung und -widerlegung. Der Sammelband orientiert sich an der Gliederung der Logik der Forschung. Seine Beiträge kommentieren die jeweiligen Themen nach aktueller Forschungslage.

It is tempting to think that all of normativity, such as our reasons for action, what we ought to do, and the attitudes that it is fitting for us to have, derives from what is valuable. But value-first approaches to normativity have fallen out of favour as the virtues of reasons- and fittingness-first approaches to normativity have become clear. On these views, value is not explanatorily prior to reasons and fit; rather the value of things is understood in terms of (...) the pro-attitudes it is fitting to have, or that we have reasons to have, towards these things. The value-first accounts of reasons and fit that have been proposed have been direct accounts of reasons and fit. On these views, the fittingness of an attitude is explained in terms of the value of having it or the value of the object of that attitude. This chapter details and surveys these problems, explaining which are yet to be overcome, and explaining which problems direct value-first accounts can overcome. This chapter then explores the prospects of an indirect value-first account of reasons and fit. It argues that it avoids the problems that direct value-first accounts face and may be as explanatorily powerful as fittingness- and reasons-first accounts of value and normativity more generally. (shrink)

Is the essay literature or philosophy? A form of art or a form of knowledge? The contemporary essay is torn between its belletrist ancestry and its claim to philosophical legitimacy. The Spanish philosopher Eduardo Nicol captured the genre's uncertain status when he dubbed it “almost literature and almost philosophy” (Nicol 1961:207). The problem is hardly a new one. It goes back to what Plato called the “ancient quarrel” between poetry and philosophy, and more recently to the German Romantic theorist, Friedrich (...) Schlegel, who called for a mode of criticism which would be at once philosophical and poetic. But today, when the status of critical discourse is up for grabs, reflecting the crisis of knowledge in the universities, the question of the essay takes on a new urgency. Now the predominant form of writing in the human sciences, it cannot avoid the challenge to define itself according to the prevailing standards of scientific knowledge and method. (shrink)

The book is written for anyone seriously interested in Plato's thought and in the history of literary theory or of rhetoric. No knowledge of Greek is required. The focus of this account is on how the resources both of persuasive myth and of formal argument, for all that Plato sets them in strong contrast, nevertheless complement and reinforce each other in his philosophy.

Self-deception raises complex questions about the nature of belief and the structure of the human mind. In this book, Alfred Mele addresses four of the most critical of these questions: What is it to deceive oneself? How do we deceive ourselves? Why do we deceive ourselves? Is self-deception really possible? -/- Drawing on cutting-edge empirical research on everyday reasoning and biases, Mele takes issue with commonplace attempts to equate the processes of self-deception with those of stereotypical interpersonal deception. Such attempts, (...) he demonstrates, are fundamentally misguided, particularly in the assumption that self-deception is intentional. In their place, Mele proposes a compelling, empirically informed account of the motivational causes of biased beliefs. At the heart of this theory is an appreciation of how emotion and motivation may, without our knowing it, bias our assessment of evidence for beliefs. Highlighting motivation and emotion, Mele develops a pair of approaches for explaining the two forms of self-deception: the "straight" form, in which we believe what we want to be true, and the "twisted" form, in which we believe what we wish to be false. -/- Underlying Mele's work is an abiding interest in understanding and explaining the behavior of real human beings. The result is a comprehensive, elegant, empirically grounded theory of everyday self-deception that should engage philosophers and social scientists alike. (shrink)

This paper explores the question whether utilitarianism is compatible with the autonomy of the moral agent. The paper begins by considering Bernard Williams' famous complaint that utilitarianism cannot do justice to the personal projects and commitments constitutive of character. Recent work (by Peter Railton among others) has established that a utilitarian agent need not be free of such personal projects and commitments, and could even affirm them morally at the level of second"order reflection. But a different and more subtle problem (...) confronts this approach: the use of utilitarian principles to justify the cultivation of personal projects and attachments undermines the autonomy to support this objection, according to which autonomy is a matter of acting in a way one can reflectively endorse. (shrink)