. 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)

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)

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)

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)

Articles on the philosophy of history and historiography.

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)

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)

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 ...

Providing people with information is considered an important first step in encouraging them to behave sustainably as it influences their consumption beliefs, attitudes and intentions. However, too much information can also complicate these processes and negatively affect behaviour. This is exacerbated when people have accepted the need to live a more sustainable lifestyle and attempt to enact its principles. Drawing on interview data with people committed to sustainability, we identify the contentious role of knowledge in further disrupting sustainable consumption ideals. (...) Here, knowledge is more than just information; it is familiarity and expertise or how information is acted upon. We find that more knowledge represents a source of dilemma, tension and paralysis. Our data reveal a dark side to people’s knowledge, leading to a ‘self-inflicted sustainable consumption paradox’ in their attempts to lead a sustainable consumption lifestyle. Implications for policy interventions are discussed. (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)

Reviving the Invisible Hand is an uncompromising call for a global return to a classical liberal economic order, free of interference from governments and international organizations. Arguing for a revival of the invisible hand of free international trade and global capital, eminent economist Deepak Lal vigorously defends the view that statist attempts to ameliorate the impact of markets threaten global economic progress and stability. And in an unusual move, he not only defends globalization economically, but also answers the cultural and (...) moral objections of antiglobalizers. Taking a broad cross-cultural and interdisciplinary approach, Lal argues that there are two groups opposed to globalization: cultural nationalists who oppose not capitalism but Westernization, and "new dirigistes" who oppose not Westernization but capitalism. In response, Lal contends that capitalism doesn't have to lead to Westernization, as the examples of Japan, China, and India show, and that "new dirigiste" complaints have more to do with the demoralization of their societies than with the capitalist instruments of prosperity. Lal bases his case on a historical account of the rise of capitalism and globalization in the first two liberal international economic orders: the nineteenth-century British, and the post-World War II American. Arguing that the "new dirigisme" is the thin edge of a wedge that could return the world to excessive economic intervention by states and international organizations, Lal does not shrink from controversial stands such as advocating the abolishment of these organizations and defending the existence of child labor in the Third World. (shrink)

PurposeThe purpose of this paper is to describe some of the methodological challenges of investigating privacy and ubiquitous computing in the home, particularly among the healthy elderly.Design/methodology/approachThe paper is based on focus groups with 60 senior citizens either living independently or in an assisted living facility. Prototypes of home‐based ubiquitous computing devices were created and deployed in a home‐like living lab setting; elders were brought to the lab to interact with the prototypes, then brought together in focus groups to discuss (...) their insights and concerns.FindingsInitial analyses suggest that extant metaphors of privacy may be inadequate for understanding pervasive computing in the home. Concepts of data, affective concerns, and the creation of appropriate prototypes for eliciting privacy are considered. Considerations for future studies of the elderly and privacy are made.Research limitations/implicationsThe homogeneity of the study population in terms of socioeconomic status, location, and community networks suggests that the study needs to be repeated with wider populations.Originality/valueAlthough a number of projects and studies have examined the usability of home‐based ubiquitous computing and design for aging, there has been little integration of privacy and ethical concerns into general research discourse. (shrink)

National and international guidelines outlining ethical conduct in research involving humans and animals have evolved into large and complex documents making the process of gaining ethics approval a complicated task for researchers in the area. Researchers, in particular those who are relatively new to the ethics approval process, can struggle to understand the parts of an ethics guideline that apply to their research and the nature of their ethical obligations to trial participants. With the scope of medical research likely to (...) continue to expand in the future, it is clear that ethics guidelines will only increase in complexity and number. This paper describes one possible solution to the problem: the use of an internet-based expert system to intelligently and interactively distribute the information stored in ethics guidelines to individual researchers. This paper also details how one such system was designed and tested with respect to Australian medical research ethics guidelines. (shrink)

Different aspects of their thoughts have been systematised, categorised and placed under suitable philosophical heads in this work.

This article argues why and how a participatory approach to implement corporate social responsibility (CSR) in a cluster would be beneficial for small- and medium-sized enterprises (SMEs) who are members of the NCE – Subsea cluster in Bergen, Norway. The political and strategic reasons as well as internal motivation for SMEs to incorporate CSR into their business strategies are discussed with support from relevant literature. Furthermore, we offer a discussion on the characteristics of different approaches to incorporating CSR as part (...) of business strategy and provide examples from the Norwegian context. As part of this discussion, we look into some of the clusters in Europe which have adopted a systematic approach to implement CSR as part of their agenda. We propose a means to undertake CSR as part of the cluster through a network model to address the limitations faced by the SMEs when they try to implement CSR individually. A network model (cluster approach) to CSR will motivate the uptake of CSR among SMEs when the network (cluster) is characterized by close geographical proximity and operates in the same sector. The uptake of CSR as part of the network (cluster) agenda can also lead to innovation through cooperation and competition. The particular challenges faced by the SMEs in implementing and sustaining CSR can be also minimized by being part of a network (cluster). (shrink)

The study aims to address the existing research gap through a thematic comparison between the aesthetics of Kant and Abhinavagupta. This paper explores Kant’s notion of aesthetic judgment based on disinterestedness with Abhinavagupta’s analysis of sādhāraṇīkaraṇa. We argue that the notions of “disinterested judgment” in Kant and sādhāraṇīkaraṇa in Abhinavagupta points towards the impersonal nature of aesthetic delight which makes the universality of aesthetic experience possible. Hence, aesthetics in both Kant and Abhinavgupta are not the personal and subjective experience but (...) a kind of universality based on the ability to experience the impersonal joy. However, the notion of aesthetic delight in Kant is confined to the agreeable mental states only while in Abhinavgupta the notion of rasa includes both positive as well as the negative mental states like fear, disgust, etc. In this regard, the paper will also analyze the affinity between notion of sensus communius in Kant and sahṛdaya in Abhinavagupta which highlights the importance of aesthetic community and the impersonal nature of aesthetic delight. (shrink)

The Trika school, which is popularly known as Pratyabhijñā-darśana or Kashmir Śaivism is an absolutist and theistic school of Śaivism in the 9th Century. For the Trika school, the self is synonymous with pure consciousness, equated with Śiva. The path elaborated by the school is from self-ignorance to the realisation of pure consciousness. The Trika philosophy strives to answer two fundamental and interrelated questions. Firstly, understanding oneself as a reduced form of Śiva? Secondly, how does an individual attain “Śivatva”? In (...) this study, we explicate answers to these queries by resorting to the metaphysics of the Trika school along with interpretative textual analysis and present a model proposed by Bhoja Raja based on the three guṇas. This model attributed to Sāṅkhya philosophy and puruṣārtha could help to place the metaphysics of upāya in Trika philosophy in the context of the question of attaining “Śivatva”. (shrink)

Basic philosophical concepts and major works of the Sautrantrika school in Buddhist philosophy; a study.

v. 1. Role of Vedanta as universal religion -- v. 2. Role of Vedanta as science of self-reliazation.

Sri Aurobindo is one of the most prominent figures in the Indian Philosophy of twentieth century and yet we barely find any mention of his work in the philosophy circles. He has written extensively on metaphysics, aesthetics, and ethics. Sri Aurobindo’s work is all-encompassing and carries marks of a deep yogic insight into both the individual self (with all its parts and their integrated working) and the universe that ultimately shares a relation of identity with the individual in secret. He (...) talks about a world-process that contains evolution qualified with involution. It is one of the most unique features of Sri Aurobindo’s philosophy. He deals with the questions of ignorance also in the most satisfying way. Sri Aurobindo has an integral vision that sees everything in the movement of one and develops the methods and practices of Integral Yoga. In his yogic vision, he not only tries to solve the problems of humanity but also attempts to make a very bold move of transforming the whole earthly existence into a divine existence through one large stride. The epistemological discussion we find in his work is deeply connected with his metaphysics. He articulates the limits and extents of reason and senses and attempts to surpass them. Sri Aurobindo is not an armchair philosopher; he attempts to salvage the human condition by empowering humanity to consciously guide the march of human evolution towards a divine future. The boldness of his vision, the originality of his philosophical work is spectacular. In this paper, I will discuss his World-process, i.e. the evolution qualified with involution. I will also discuss the epistemological foundation of his philosophy, cosmology and integral yoga psychology. For the sake of clarity in understanding, the paper is divided into five major sections starting with an introduction. Integralism is a central idea in Sri Aurobindo’s philosophy and I have tried to do justice with it throughout this paper. In the end, the paper attempts to deals with three main themes—cosmology, integral yoga psychology and integral experience. All these three themes shall bring out—The integral experience of Sri Aurobindo is deeply intertwined with his cosmology and yogic psychology and shall not be seen in isolation. Integral experience of reality is also intertwined and works in tandem with his Integral Yoga. There is a yogic exploration of oneness between the self and world that informs and shapes both his philosophical and yogic endeavors. The rationale behind undertaking this study is to question whether the observations of the physical world from the standpoint of yogic experience could suggest some new theoretical framework for the metaphysical ontology of the world. Taking perspectives from the states of consciousness described by Sri Aurobindo may furnish us with a deeper understanding of the material and metaphysical character of physical categories, such as matter, energy, force, space, and time. This paper however is an introductory overview of Aurobindo’s relevance for cosmology, psychology and integral experience which provides a philosophical framework to reinterpret and arrive at a synthetic metaphysics. (shrink)

This paper addresses researchers’ call for integrating workplace spirituality with organizational literature. This paper points out that self-interest transcendence is a common aspect in the workplace spirituality concept that emerged in the last decade and also in four OB concepts – transformational leadership, organizational citizenship behavior, organizational support, and procedural justice – that emerged in OB about two decades ago. Based on this common aspect of self-interest transcendence and the temporal precedence of these four OB concepts’ emergence, it indicates that (...) these four OB concepts constitute a precursor of workplace spirituality. It places workplace spirituality in the larger context of OB␣and outlines the associated research and practice implications. (shrink)

This article is a Gadamer-Perelman's debate. The author points out the limits of the gadamerian's hermeneutic conception of philosophy and criticizes this conception from Perelman's new rhetoric point of view. Instead of speaking of truth as an ontological originary experience, the rhetorical foundation of philosophy allows us to say that in philosophy the important is the contrastation and the confrontation of criteria and that, for that reason, philosophy is above all characterized by discussibility.

This volume is the first attempt to engage with the work of one of the most exciting thinkers or our times. The essays in the first section by Nandy are either autobiographical in nature or provide insights into his unique sensibility. The later section offers some analytical perspectives on Nandy's work by contributors including leading scholars in the academy, as well as outside it.

In what follows, I question anger’s value for social activism and discourse. I focus on two little discussed aspects of anger. I argue that these aspects reflect problematic philosophical understandings that may be more serious than perhaps most events which are thought to give rise to anger. I will also argue that the functional value of anger is (at best) questionable given the role other, less damaging, human emotions are capable of playing in producing good outcomes. Additionally, I argue that (...) one need not deny the functional value of anger altogether to reject its overall importance for motivating moral action. (shrink)