. Network data analysis helps in capturing node usage behavior. Existing algorithms use reduced feature set to manage high runtime complexity. Ignoring features may increase classification errors. This paper presents a model, allowing classification of network traffic, while considering all the relevant features. Learning phase partitions training sample on values of the respective features. This creates equivalence classes related to m features. During classification, each feature value of the test instance results in picking one set from equivalence class generated during (...) learning. Algorithm captures new behavior in semi-supervised incremental learning mode. For problems having m features and n training samples the model has incremental learning complexity of and average classification complexity is of the order. (shrink)

Articles on the philosophy of history and historiography.

Recent work suggests that DNA replication origins are regulated by the number of multiple mini‐chromosome maintenance (MCM) complexes loaded. Origins are defined by the loading of MCM – the replicative helicase which initiates DNA replication and replication kinetics determined by origin's location and firing times. However, activation of MCM is heterogeneous; different origins firing at different times in different cells. Also, more MCMs are loaded in G1 than are used in S phase. These aspects of MCM biology are explained by (...) the observation that multiple MCMs are loaded at origins. Having more MCMs at early origins makes them more likely to fire, effecting differences in origin efficiency that define replication timing. Nonetheless, multiple MCM loading raises new questions, such as how they are loaded, where these MCMs reside at origins, and how their presence affects replication timing. In this review, we address these questions and discuss future avenues of research. (shrink)

Color conveys critical information about the flavor of food and drink by providing clues as to edibility, flavor identity, and flavor intensity. Despite the fact that more than 100 published papers have investigated the influence of color on flavor perception in humans, surprisingly little research has considered how cognitive and contextual constraints may mediate color–flavor interactions. In this review, we argue that the discrepancies demonstrated in previously-published color–flavor studies may, at least in part, reflect differences in the sensory expectations that (...) different people generate as a result of their prior associative experiences. We propose that color–flavor interactions in flavor perception cannot be understood solely in terms of the principles of multisensory integration but that the role of higher-level cognitive factors, such as expectations, must also be considered. (shrink)

Although recognized as one of the principal sources of inspiration for the Indian environmental movement, Gandhi would have been profoundly uneasy with many of the most radical strands of ecology in the West, such as social ecology, ecofeminism, and even deep ecology. He was in every respect an ecological thinker, indeed an ecological being: the brevity of his enormous writings, his everyday bodily practices, his observance of silence, his abhorrence of waste, and his cultivation of the small as much as (...) the big all equally point to an extraordinarily expansive notion of ecological awareness. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Philosophy, Psychiatry, & Psychology 9.1 (2002) 93-96 [Access article in PDF] Phenomenological Methods in Psychiatry:A Necessary First Step M. Gupta and L. Rex Kay Keywords: behavior, empathy, human science, methodology, natural science, phenomenology. WE ARE GRATEFUL to the journal for prviding the opportunity for exchange and discussion of some of the themes raised in our paper, "The impact of phenomenology on North American psychiatric assessment" and we are (...) pleased to be able to reply to the two excellent commentaries by McMillan and Morley. Both McMillan and Morley question the prospect of employing phenomenology and its methods in psychiatric assessment, and in psychiatric practice more generally. McMillan questions the utility of such a step, and Morley is pessimistic about its feasibility. We shall address each author's concerns in turn.Initially, let us restate the aims of our paper to contextualize our arguments and those made in the commentaries. First, we sought an understanding of what is meant by North American psychiatrists, working within the DSM framework, when they refer to the phenomenological approach to psychiatric assessment. To elucidate this meaning, we compared the contemporary North American usage to a small number of definitions of phenomenology, particularly those definitions that were, and are now, applied to clinical psychiatric work. Contrary to McMillan's suggestion, we did not intend to state definitively what should or should not count as phenomenological, but rather to compare North American psychiatric assessment to what typically has counted as phenomenological. Second, we sought to examine phenomenology's influence on North American psychiatric practice, particularly psychotherapy.Morley argues that such influences usually exemplify the inappropriate appending of phenomenology to psychiatric practice rather than true integration of different paradigms. Although we do not disagree with this general contention, we will argue that the deployment of phenomenological methods in psychiatric assessment is a necessary first step toward the kind of integration he proposes.McMillan makes two related but unintegrated points. First, he argues that objective, behavioral data are phenomenological, according to his broad definition of the term. Second, he proposes that, if the behavioral and the phenomenological are different, we are better off staying with the behavioral when it comes to psychiatric nosology. Let us consider these two points in succession.McMillan seeks to broaden Jasper's definition of phenomenology to include objective observations [End Page 93] as phenomenological. To this end, he distinguishes methods from aims. He summarizes Jasper's definition of phenomenology as "an empirical method for investigating 'individual psychic experience (p 55)" and claims that this is a statement of aim or objectives. He then urges us to "consider the merits of different phenomenological methodologies in terms of their success in achieving this objective" whether or not they utilize "all the methods" of phenomenology. This is much like saying that if we treat waving one's hand as a method for greeting someone, we are then free to treat the objective of the wave as one of greeting someone, and then say that anything that serves as a greeting is, by definition, a "wave." Whatever else McMillan's objective observations are, he has not convinced us that they are phenomenological, anymore than we are likely to convince you that a kiss on the lips is really just a wave.Nonetheless, it is worthwhile seeing what McMillan does with this argument. He tells us that we can "read the first-person experience from behavior in a fairly accurate and informative way." He uses the example of a father gazing at his young child and notes that it is not unreasonable to infer that he is experiencing loving and nurturing feelings. It is, indeed, not unreasonable to draw such an inference. But it is far more reasonable to infer that the father is experiencing a cacophony of feelings, including, but not limited to, love, concern, anxiety, pride, envy, hope, and sadness (Stern 1995, 18-58). If we are able to distinguish which of these feelings is dominant at any given moment—which we are—and if we are also able to track subtle shifts in such feelings... (shrink)

We are living in an algorithmic age where mathematics and computer science are coming together in powerful new ways to influence, shape and guide our behaviour and the governance of our societies. As these algorithmic governance structures proliferate, it is vital that we ensure their effectiveness and legitimacy. That is, we need to ensure that they are an effective means for achieving a legitimate policy goal that are also procedurally fair, open and unbiased. But how can we ensure that algorithmic (...) governance structures are both? This article shares the results of a collective intelligence workshop that addressed exactly this question. The workshop brought together a multidisciplinary group of scholars to consider barriers to legitimate and effective algorithmic governance and the research methods needed to address the nature and impact of specific barriers. An interactive management workshop technique was used to harness the collective intelligence of this multidisciplinary group. This method enabled participants to produce a framework and research agenda for those who are concerned about algorithmic governance. We outline this research agenda below, providing a detailed map of key research themes, questions and methods that our workshop felt ought to be pursued. This builds upon existing work on research agendas for critical algorithm studies in a unique way through the method of collective intelligence. (shrink)

Category theory has become central to certain aspects of theoretical physics. Bain has recently argued that this has significance for ontic structural realism. We argue against this claim. In so doing, we uncover two pervasive forms of category-theoretic generalization. We call these ‘generalization by duality’ and ‘generalization by categorifying physical processes’. We describe in detail how these arise, and explain their significance using detailed examples. We show that their significance is two-fold: the articulation of high-level physical concepts, and the generation (...) of new models. 1 Introduction2 Categories and Structuralism 2.1 Categories: abstract and concrete 2.2 Structuralism: simple and ontic3 Bain’s Two Strategies 3.1 A first strategy for defending Objectless 3.2 A second strategy for defending Objectless4 Two Forms of Categorical Generalization 4.1 Generalization by duality 4.2 Generalization by categorification 4.3 The role of category theory in physics5 Conclusion. (shrink)

One of the first philosophers to relate Indian philosophical thought to Western analytic philosophy, Jaysankar Lal Shaw has been reflecting on analytic themes from Indian philosophy for over 40 years. This collection of his most important writings, introduces his work and presents new ways of using Indian classical thought to approach and understand Western philosophy. By expanding, reinterpreting and reclassifying concepts and views of Indian philosophers, Shaw applies them to the main issues and theories discussed in contemporary philosophy of language (...) and epistemology. Carefully constructed, this volume of his collected writings, shows the parallels Shaw draws between core topics in both traditions, such as proper names, definite descriptions, meaning of a sentence, knowledge, doubt, inference and testimony. It captures how Shaw uses the techniques and concepts of Indian philosophers, especially the followers of the Navya-Nyaya, to address global problems like false belief, higher order knowledge and extraordinary perception. Exploring timeless ideas from Indian thought alongside major issues in contemporary philosophy, Shaw reveals how the two traditions can interact and throw light on each other, providing better solutions to philosophical problems. He has also reflected on modern issues such as freedom, morality and harmony from the classical Indian thought. Featuring a glossary and updates to his writings,The Collected Writings of Jaysankar Lal Shaw: Indian Analytic and Anglophone Philosophy also includes new work by Shaw on the relationship between Indian and analytic philosophy today. (shrink)

Debates about God’s personhood, or lack thereof, are central to philosophy of religion. This paper aims to advance these debates by presenting the “greatness of personhood argument” for God’s personhood and a dilemma for those who deny God’s personhood. I also consider various objections to this argument and this dilemma and argue that they fail. Notably, my reasoning in defence of personal theism is cross-cultural insofar as personal theists across various religious traditions can use it. Thus, this paper defends personal (...) theism in a manner that can bring Western and non-Western theists into closer dialogue regarding the topic of God’s personhood. (shrink)

This theoretical paper takes an agency-theoretic approach to questions of corporate social responsibility (CSR). A comparison of various extant frameworks focusses on how CSR agency emerges in complex multi-agent and multi-sector stakeholder networks. The discussion considers the respective capabilities and relevance of these frameworks – culminating in an integrative CSR practice model. A short literature review of the evolution of CSR since the 1950’s provides the backdrop for understanding multi-agent cross-sectoral stakeholder coalitions as a strategic determinant of today’s organizational behavior. (...) The paper turns to Werhane’s coupling of moral imagination and systems thinking and forging stakeholder coalitions in problem contexts that were traditionally deemed intractable by for-profit organizations. However, it identifies the problem that the systems approach treats macro-agents (organizations, stakeholders) as given (“black-boxed”) and shies away from more radically re-imagining the possibilities of reassembling agency from the bottom up. Actor Network Theory (ANT) provides such a method, which strictly commits to treating organizational behavior as a product of technological, human and environmental micro-processes. ANT, however, is lacking a genuine moral deliberative stance in designing complex CSR coalitions. In an attempt to capitalize on the respective strengths of these frameworks (Systems thinking and ANT) the paper tends to a recent iterative series of “situational transactive” models that are rooted in the US pragmatist tradition and seek to capture intelligent planning processes in complex problematic contexts. The contribution proposes a new CSR practice model, which assigns specific roles to the theoretical contributions of ANT, system thinking and pragmatism in complex deliberation processes. This model can be industry-tested in a future study. (shrink)

Traditionally, the problem of evil, in its various formulations, has been one of the strongest objections against perfect being theism. In the voluminous literature on this problem, the motif of evil has usually been discussed with respect to human flourishing. In recent decades more focused attention has been paid to animal suffering and the philosophical problems that such suffering poses for perfect being theists. However, this growing body of literature, in Anglo-American philosophical milieus, is largely aimed at sketching a specifically (...) Christian or Christianity-inflected theodicy that would reconcile animal suffering with the existence of an omni-God. In contrast, there are few, if any, systematic attempts to put forth a Hindu theodicy that aims to offer morally justifiable reasons that God has for allowing animal suffering. In this article, we address this scholarly lacuna by illustrating how a Hindu perfect being theist might respond to the problem of animal suffering. (shrink)

In this rigorous investigation into the logic of truth Anil Gupta and Nuel Belnap explain how the concept of truth works in both ordinary and pathological..

We argue that distinct conditionals—conditionals that are governed by different logics—are needed to formalize the rules of Truth Introduction and Truth Elimination. We show that revision theory, when enriched with the new conditionals, yields an attractive theory of truth. We go on to compare this theory with one recently proposed by Hartry Field.

In most areas of medicine, the physician's primary task is to diagnose the patient's presenting problem by correctly identifying the underlying pathology causing that problem. Diagnoses are established through a process of correlating the information obtained from an interview with the patient about his history of illness and circumstances, with additional evidence of the underlying disease derived from physical examination findings and/or the results of laboratory investigations and diagnostic imaging. In contemporary health care, various movements that call for a shift (...) in clinical care away from underlying disease pathology toward understanding people and their experience of disease are receiving growing... (shrink)

Transcript of discourses recorded in 1991 at Art of Living International Centre, Bangalore, India.

The hidden brain has its finger on the scale when we make all of our most complex and important decisions – it decides who we fall in love with, whether we should convict someone of murder, or which way to run when someone yells “fire ...

Spirituality in the workplace is gaining recognition and value among researchers, academicians, and business professionals. The aim of this paper is to examine the impact of spirituality in the workplace on job satisfaction by measuring four dimensions of spirituality in the workplace: meaningful work, sense of community, organizational values, and compassion. The impact of each dimension on job satisfaction is hypothesized. A cross-sectional survey was used to collect data from 100 payroll employees in private insurance companies in Punjab. A correlation (...) analysis showed a positive relationship between all the dimensions of spirituality in the workplace and job satisfaction. A regression analysis revealed that although all the dimensions of spirituality in the workplace are important, organizational values and a sense of community are the most important in terms of the job satisfaction level of employees. This work will help insurance companies to better understand the concept of spirituality in the workplace and its importance. Insurance companies can improve their functioning by encouraging employee spirituality in the workplace. (shrink)

The automatic verification of large parts of mathematics has been an aim of many mathematicians from Leibniz to Hilbert. While Gödel's first incompleteness theorem showed that no computer program could automatically prove certain true theorems in mathematics, the advent of electronic computers and sophisticated software means in practice there are many quite effective systems for automated reasoning that can be used for checking mathematical proofs. This book describes the use of a computer program to check the proofs of several celebrated (...) theorems in metamathematics including those of Gödel and Church-Rosser. The computer verification using the Boyer-Moore theorem prover yields precise and rigorous proofs of these difficult theorems. It also demonstrates the range and power of automated proof checking technology. The mechanization of metamathematics itself has important implications for automated reasoning, because metatheorems can be applied as labor-saving devices to simplify proof construction. (shrink)

This article will examine the role of imperial maps, Christian mission, shared memories and collective consciousness in the formation of Mizo identity. Arguing that imperial maps, supposedly based upon objective European science, were meant to suit specific purposes and were laden with deeper agendas, this article will maintain that other aspiring maps also depicted conflicting claims to territory and overlooked specific details rather than giving factual descriptions. This article will look at how borders and boundaries thus constructed have actual impacts (...) upon the people, places and spaces they divide and include. It will particularly deal with the aspirations of the Mizo Christians who embraced Christianity during the colonial period, and how they are ‘in India’ but often feel ‘not of India’, and will interrogate the Biblical and historical dimensions of their mental maps. (shrink)

Many companies are now targeting the sizeable segment of consumers in Bottom-of-the-pyramid (BoP) markets with new products to specifically address their needs. As mainstream consumers become aware of these initiatives, their views on what products may be construed as appropriate for BoP marketplaces, may influence their attitudes towards the companies engaging in BoP activities. We propose that when the mainstream consumers are culturally distant from the BoP consumers, they have less favourable attitudes towards a company marketing a hedonic product to (...) BoP consumers, compared to a utilitarian one. However, when the mainstream consumers are culturally closer to the BoP consumers, they are less likely to react negatively to a company’s marketing of a hedonic product compared to a utilitarian one. We theorize that these differences in evaluation are based on the mainstream consumers’ expectations regarding the products a company would/should target towards BoP consumers. We also examine two company characteristics (country-of-origin and profit orientation) as contingency factors affecting the attitudes of culturally close mainstream consumers towards companies engaging in BoP practices. Across two studies, we find support for our hypotheses. This research adds to a new stream of scholarship that theorizes about the permissible consumption mindset of mainstream consumers. The research also provides guidance to marketing managers and communication experts to help build favourable company attitudes and minimize any mainstream negativity towards a company’s marketing initiatives in the BoP domain. (shrink)