Text document classification and clustering is an important learning task which fits to both data mining and machine learning areas. The learning task throws several challenges when it is required to process high dimensional text documents. Word distribution in text documents plays a very key role in learning process. Research related to high dimensional text document classification and clustering is usually limited to application of traditional distance functions and most of the research contributions in the existing literature did not consider (...) the word distribution in documents. In this research, we propose a novel similarity function for feature pattern clustering and high dimensional text classification. The similarity function proposed is used to carry supervised learning based dimensionality reduction. The important feature of this work is that the word distribution before and after dimensionality reduction is the same. Experiment results prove the proposed approach achieves dimensionality reduction, retains the word distribution and obtained better classification accuracies compared to other measures. (shrink)

Whistleblowing is the act of disclosing information from a public or private organization in order to reveal cases of corruption that are of immediate or potential danger to the public. Blowing the whistle involves personal risk, especially when legal protection is absent, and charges of betrayal, which often come in the form of legal prosecution under treason laws. In this article we argue that whistleblowing is justified when disclosures are made with the proper intent and fulfill specific communicative constraints in (...) addressing issues of public interest. Three communicative constraints of informativeness, truthfulness and evidence are discussed in this regard. We develop a ‘harm test’ to assess the intent for disclosures, concluding that it is not sufficient for justification. Along with the proper intent, a successful act of whistleblowing should provide information that serves the public interest. Taking cognizance of the varied conceptions of public interest, we present an account of public interest that fits the framework of whistleblowing disclosures. In particular, we argue that whistleblowing is justified inter alia when the information it conveys is of a presumptive interest for a public insofar as it reveals an instance of injustice or violation of a civil or political right done against and unbeknown to some members of a polity. (shrink)

Formalisms such as description logics (DL) are sometimes expected to help terminologies ensure compliance with sound ontological principles. The objective of this paper is to study the degree to which one DL-based biomedical terminology (SNOMED CT) complies with such principles. We defined seven ontological principles (for example: each class must have at least one parent, each class must differ from its parent) and examined the properties of SNOMED CT classes with respect to these principles. Our major results are: 31% of (...) the classes have a single child; 27% have multiple parents; 51% do not exhibit any differentiae between the description of the parent and that of the child. The applications of this study to quality assurance for ontologies are discussed and suggestions are made for dealing with multiple inheritance. (shrink)

In this paper a new technique of dual image watermarking is proposed for protection of ownership rights which utilizes salient properties of homomorphic transform (HT), discrete wavelet transform (DWT), singular value decomposition (SVD) and Arnold transform (AT). In embedding algorithm host image is splitted into reflectance and illumination components using HT, DWT is further applied to the reflectance component resulting in frequency subbands (HL and LH) which are transformed by SVD. Two image watermarks are selected for embedding process whereas security (...) of proposed algorithm is strengthen by performing scrambling of second watermark through AT. Both watermarks are transformed with DWT and SVD. Singular values (SVs) of both transformed watermark are embedded into SVs of host image. Simulation results clearly signifies for high robustness and imperceptibility of proposed algorithm as it is examined under various attacks. Superiority of proposed technique is illustrated by comparing it with other reported methods. (shrink)

COVID-19 forced lockdown in India, leading to the loss of job, crisis of food, and other financial catastrophes that led to the exodus migration of internal migrant workers, operating in the private sector, back to their homes. Unavailability of transport facilities led to an inflicted need to walk back to homes barefooted without lack of any other crucial resources on the way. The woeful state of internal migrant workers walking back, with all their stuff on their back, holding their children, (...) was trending on social media worldwide. Their problem continued even after reaching home, including misbehavior of villagers, indifferent mannerism of family members toward them, inability to fulfill family responsibility, and financial crisis, which led to stress, fear, and trauma for these internal migrant workers. The present paper aimed to assess the idiosyncratic stressors of internal migrant workers throughout the pandemic era and their responses toward those problems, which helped them cope with it. In-depth semistructured telephonic interviews were conducted with 25 internal migrant workers who were working in different cities in India before lockdown. The analyses revealed that multiple stressors include financial crisis, unavailability of food, inability to continue education, inability to pay house rent, lack of support from neighbors and family, and other psychological stressors that affected them. However, they also tried multiple strategies to deal with the problems, including a cognitive appraisal of the problem and making oneself psychologically competent to deal with the situation. Social support of family and friends played a vital role in enhancing hardiness and increasing the level of happiness at scarce times. At the same time, some of them could not deal with stressors and opted for psychiatric help to manage the physical symptoms of stress. (shrink)

The present work is an attempt to critically analyse different philosophical concepts and theories associated with Husserlian phenomenology Western philosophy has witnessed series of revolutions beginning from Socratic-Platonic tradition to Cartesian and Kantian revolution. The conceptual revolution does not terminate over here rather it is more prominently manifested in Husserl's philosophy. The originality of the author lies in interpreting Husserl's phenomenology as second Copernican revolution Phenomenology is an attempt to locate the principle of objectivity in the element of subjectivity. It (...) developed as a reaction to the trends of naturalism and historicism. It is further analysed how Cartesian, Humean and Kantian philosophy have provided intellectual stimulus to fertile Husserlian mind to develop grand phenomenology which has revolutionary impact over subsequent philosophies like existential phenomenology, hermeneutics and deconstruction. The brilliant attempt is made to compare Husserl's account of 'eide' with 'denizens' of Quantum mechanism leading to the conclusion that the holistic view of Husserl and Quantum physics maintains the correlativity of 'subject' and 'object'. The author has presented his work with conceptual clarity, lucid expression, systematic presentation and critical exposition of the subject matter in such a manner that the ponderous writing of Husserl with the assistance of this book can be easily assimilated by student community but academic standard is not at all compromised as he has consulted numerous journals, original texts, standard commentaries and recent arrivals on Husserl to make it authentic and relevant. It is a valuable and powerful contribution to contemporary thought which will evoke an enthusiastic response from the scholars and students of Philosophy. -/- Content of the Book includes -/- Chapter-l Introduction, Chapter-II Nature of Kant's Copernican Revolution, Chapter-III Nature of Husserl's Second Copernican Revolution, Chapter-IV The Central Themes of Phenomenology, Chapter-V Transcendental Idealism of Kant and Husserl, Chapter-VI A Concluding Postscript, -/- This work is Peer reviewed in JICPR, volume XXIII, No. 3, July- September, 2006 by Prof. Archana Barua, Department of Humanities & Social Sciences, IIT, Guwhati. 2. Peer reviewed again in JICPR, Volume XXV, No. 4, October-December, 2008 by Prof. S. Paneerselvam, Department of Philosophy, Madras University. (shrink)

This book is 1st ever Hindi translation of Kant's German work “Zum ewigen Frieden: Ein philosophischer Entwurf”, translated into English by M. Cambell Smith, Lewis White Beck etc. with the title “Perpetual Peace: A Philosophical Sketch”. It is a small but significant political treatise that attempts to analyse the causes of war and fundamental conditions of peace. Apart from that political philosophy and different theories associated with international relations and perpetual peace as a moral and political ideal have been brought (...) under philosophical discussion whose relevance in the present political scenario is self-evident. For Kant, Perpetual Peace is an ideal as well as a concrete thought and his firm conviction that such an ideal can be realised, moral rejuvenation is the pre-condition of attaining perpetual peace. The need is to have transparent and faithful relations among different countries, correct interpretation of treaties and goodwill to be ensured at the level of implementation. The another condition for moral rejuvenation is to have a republican form of the constitution. Here we find linguistic beauty, clarity, systematic presentation and deep-rooted philosophical insights. This is undoubtedly valuable work for teachers and scholars and can be of great interest to the general reader too. (shrink)

Practical reason is the use of reason to decide how to act and perform in a social reality. When someone deliberates about what to do, one puts all the reasons for the action, and then all the reasons against the action will determine the outcome of the action. In that situation, we can describe that practical action with reason because we will determine reason with the weight of different reasons not on the weighing reasons. In this paper, we analyze that (...) reasons have weight against the theory that weights of reasons have no role in a theory of reasoning, and defend that reasons have weight with the evidence of practical reasons. The aim of this paper is to argue that weight of reasons has a role in the process of reasoning. In every situation of life, we can use have reason and weight of reason according to the practical situation of life. (shrink)

Background: Digital technologies such as smartphones, tablets and laptops have become a mainstay part of nearly every household and are gradually being integrated into the lives of both adults and children. We aim to determine the extent of exposure and usage of digital technology by children in their daily activities and to understand the transition in technological preferences and attitudes over the generation. Methods: A cross-sectional study was conducted on 400 children aged 05-12 years living in Prayagraj city of Uttar (...) Pradesh, India, using a pretested interview schedule. Descriptive and bivariate statistics were used for data analysis. The phenomenological method was used to understand respondents’ viewpoints about their preferences and attitudes related to technology. Results: An overwhelming majority of households have television followed by digital cameras, laptops, tablets, kindle and video games such as Playstation. Nearly half of children began to use digital devices from the age of 7 to 8 years. Nearly two-third of the children learnt to use digital devices on their own, and about 12% of them reported often practicing media multitasking. Over the generation, differences are noted in terms of possession, use and perception regarding digital technology. Conclusion: The availability of media content on such devices influences the screen time of children of all ages. The study underscores the importance of parental monitoring and devising a policy to regulate the ownership of digital devices and to reduce screen time to less than two hours per day, especially during early childhood. (shrink)

This essay analyzes the representations of time and memory in Holocaust literature through a comparative study of Charlotte Delbo’s memoir Days and Memory and Ida Fink’s three stories “A Scrap of Time,” “A Second Scrap of Time,” and “Traces.” Although both the writers make use of time and memory to represent the Holocaust, their ways of representation vary significantly. Memory and time are used in Delbo to show the timelessness in complex layers of memory and to recreate a reality through (...) inventive narrative style. Whereas, in Fink, they are used to delineate the scraps of time in the ruins of memory and to create a tragic domestic reality through conventional narrativity. Moreover, this essay cautions against the danger of misrepresentation of memory as “amnesia,” often represented in the canonical postmodernist views of memory. (shrink)

articles like Anubhava, Jnana Karma Sammucyavada, Trsna and Viksepa contributed.

The present work is a beautific monograph over Kant’s philosophy. It begins with the proper analysis of nature and significance of content copernican revolution. The author has systematically formulated the epistemic and non-epistemic implications of Kant’s Philosophy the epistemic implications cover the philosophical issues and seminal significance: the notion of space and time, the nature and function of categories, distinction of phenomena and noumena, refutation of idealism and Kantain transcendental idealism, transcendental unity of pure apperception, nature function and limitations of (...) reason (vernuft) and few more. The non-epistemic implication encompass: metaphysical, ethical and aesthetic implications. In metaphysical implication the author clearly demonstrated the limit of reason as a theoretical reason can’t venture into the realm of metaphysical(noumenal) entities such as God, Soul and cosmos- leading to reputation of metaphysics. The ethical implication is directed towards ,analysing the nature and good will, holy will and autonomous will, and apart from that a critical treatment is offered to categorical imperative postulated and maxims of morality. The aesthetics implication tries to analyse the content notion of beauty, sublime and teleology of nature. It is on account of the conceptual clarity, linguistic beauty and systematic exposition of the subject matter that book will receive the enthusiastic response from the students and scholars of philosophy. -/- This book is also Peer reviewed in JICPR, Volume XIX, No. 2, April-June, 2002 by Prof. Laksminarayan Lenka, Department of Philosophy, North Eastern Hill University, Shillong. (shrink)

Day-to-day lives are affected globally by the epidemic coronavirus 2019. With an increasing number of positive cases, India has now become a highly affected country. Chronic diseases affect individuals with no time identification and impose a huge disease burden on society. In this article, an Efficient Recurrent Neural Network with Ensemble Classifier is built using VGG-16 and Alexnet with weighted model to predict disease and its level. The dataset is partitioned randomly into small subsets by utilizing mean-based splitting method. Various (...) models of classifier create a homogeneous ensemble by utilizing an accuracy-based weighted aging classifier ensemble, which is a weighted model’s modification. Two state of art methods such as Graph Sequence Recurrent Neural Network and Hybrid Rough-Block-Based Neural Network are used for comparison with respect to some parameters such as accuracy, precision, recall, f1-score, and relative absolute error. As a result, it is found that the proposed ERNN-EC method accomplishes accuracy of 95.2%, precision of 91%, recall of 85%, F1-score of 83.4%, and RAE of 41.6%. (shrink)

On the activities of the Indian Philosophical Congress and its role in the development of philosophy in India.

Humans are moral creatures. Among all life on Earth, we alone experience rich moral emotions, follow complex rules governing how we treat one another, and engage in moral dialogue. But how did human morality evolve? And can humans become morally evolved? -/- In A Better Ape, Victor Kumar and Richmond Campbell draw on the latest research in the biological and social sciences to explain the key role that morality has played in human evolution. They explore the moral traits that (...) humans share with chimpanzees; how a more complex moral mind enabled Homo sapiens to arise and out-compete other human species; and the place of morality alongside historic revolutions in technology and social organization. Throughout the book, Kumar and Campbell argue that morality co-evolved with intelligence and complex sociality. Morality prevents societal collapse and enables complex knowledge. -/- After unearthing the ancient origins of human morality, Kumar and Campbell use evolutionary theory to deliver profound insights about how to advance moral progress and resist moral regress, such as reducing animal suffering on industrial farms; capitalizing on the recent revolution in gay rights to foster a nascent revolution in transgender rights; opposing intersectional inequality that impacts women and people of color in lower socioeconomic classes; and addressing major problems of global inequality, especially impending crises of injustice caused by anthropogenic climate change. Understanding how we evolved--and how we continue to evolve--can help us become a better ape. (shrink)

We report the identification of a recurrent, 520-kb 16p12.1 microdeletion associated with childhood developmental delay. The microdeletion was detected in 20 of 11,873 cases compared with 2 of 8,540 controls and replicated in a second series of 22 of 9,254 cases compared with 6 of 6,299 controls. Most deletions were inherited, with carrier parents likely to manifest neuropsychiatric phenotypes compared to non-carrier parents. Probands were more likely to carry an additional large copy-number variant when compared to matched controls. The clinical (...) features of individuals with two mutations were distinct from and/or more severe than those of individuals carrying only the co-occurring mutation. Our data support a two-hit model in which the 16p12.1 microdeletion both predisposes to neuropsychiatric phenotypes as a single event and exacerbates neurodevelopmental phenotypes in association with other large deletions or duplications. Analysis of other microdeletions with variable expressivity indicates that this two-hit model might be more generally applicable to neuropsychiatric disease. © 2010 Nature America, Inc. All rights reserved. (shrink)