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Although social justice is an integral component of medical professionalism, there is little discussion in medical education about how to teach it to future physicians. Using adult learning theory and the work of Brazilian educator Paulo Freire, medical educators can teach a socially-conscious professionalism through educational content and teaching strategies. Such teaching can model non-hierarchical relationships to learners, which can translate to their clinical interactions with patients. Freirian teaching can additionally foster professionalism in both teachers and learners by ensuring that (...) they are involved citizens in their local, national and international communities. (shrink)

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Recent events have highlighted large-scale systemic racial disparities in U.S. criminal justice based on race and other demographic characteristics. Although criminological datasets are used to study and document the extent of such disparities, they often lack key information, including arrestees’ racial identification. As AI technologies are increasingly used by criminal justice agencies to make predictions about outcomes in bail, policing, and other decision-making, a growing literature suggests that the current implementation of these systems may perpetuate racial inequalities. In this paper, (...) we argue that AI technologies should be investigated to understand how they recognize racial categories and whether they can be harnessed to fill missing race data. By bridging this gap, we can work towards better understanding racial inequalities in a wide range of contexts, most notably criminal justice. Using a multidisciplinary perspective, we rethink the design and methodology used in facial processing technology (FPT) based on supervised deep learning model (DLM) image classification. By modifying standard FPT pipelines to tackle multiple sources of DLM bias, we propose an experimental methodology based on ethical AI principles to generate binary (Black and White) racial categories using mugshots. We go beyond simply reporting DLM accuracies and address fundamental issues such as generalizability and interpretability by using a “self-auditing” approach. First, we evaluate the inference performances of 42 fine-tuned DLMs using unseen test images from the same dataset but subject to varying data augmentations. Next, to interpret and validate our methodological approach, we apply gradient-based saliency maps to assess the consistency of facial region relevance and attribution. Finally, drawing upon insights from three areas (computer science, sociology, and law), we investigate the efficacy of our DLM-based method as a tool for detecting racial inequalities in criminal justice. (shrink)

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Existing research posits that decision makers use specific cognitive frames to manage tensions in sustainability. However, we know less about how the cognitive frames of individuals at different levels in organization interact and what these interactions imply for managing sustainability tensions, such as in Bottom of the Pyramid projects. To address this omission, we ask do organizational and project leaders differ in their understanding of tensions in a BOP project, and if so, how? We answer this question by drawing on (...) a 5-year study of a BOP project of a global pharmaceutical company in India. In line with the existing research, we found three kinds of frames—paradoxical, business case, and business—held differently across organizational levels and over time. We also found that the shift in frames of both project and organizational leaders was mediated by the decision-making horizon. The initial divergence across organizational levels, seen in paradoxical and business frames, was mediated by long-term decision-making horizon. However, there was an eventual convergence toward business frames associated with the shift from long- to shorter-term decision-making horizons and one that led to the project’s closure. We contribute by proposing a dynamic model of cognitive frames in sustainability, where the research has either alluded to top-down or bottom-up understanding. (shrink)

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Formalisms based on one or other flavor of Description Logic (DL) are sometimes put forward as helping to ensure that terminologies and controlled vocabularies comply with sound ontological principles. The objective of this paper is to study the degree to which one DL-based biomedical terminology (SNOMED CT) does indeed comply 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 these 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 the phenomenon of multiple inheritance. The advantages and limitations of our approach are also discussed. (shrink)

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Monitoring of clinical trials is important to ensure adherence to protocol, to safeguard the rights of research participants and to achieve compliance with principles of good clinical practice. Recent regulatory changes in India require Ethics Committees to keep an oversight of ongoing clinical trials including on-site monitoring. In this article, we share the experience of on-site monitoring of clinical trials by the Ethics Committee of a tertiary care, academic and research centre in India. We found a large number of shortcomings (...) in the areas of informed consent, adverse events, insurance and reimbursement, which would not have been detected by off-site document review. Interestingly, many shortcomings were also not detected by on-site monitoring arranged by clinical trial sponsors. We therefore conclude that on-site monitoring of ongoing clinical trials is a highly important activity for Indian Ethics Committees. (shrink)

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Philosophy and anthropology have many, but largely unexplored, links and interrelationships. Historically, they have informed each other in subtle ways. This volume of original essays explores and enhances this relationship through anthropological engagement with philosophy and vice versa, the nature, sources and history of philosophical anthropology, phenomenology, and the practical, methodological and theoretical implications of a dialogue between the two subjects. ‘Philosophy and Anthropology: Border Crossings and Transformations’ seeks to enrich both the humanities and the social sciences through its informative (...) and stimulating essays. (shrink)

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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)

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This article presents a novel control approach, hybrid neuro-fuzzy, for the load frequency control of a four-area interconnected power system. The advantage of this controller is that it can handle nonlinearities, and at the same time, it is faster than other existing controllers. The effectiveness of the proposed controller in increasing the damping of local and inter-area modes of oscillation is demonstrated in a four-area interconnected power system. Areas 1 and 2 consist of a thermal reheat power plant, whereas Areas (...) 3 and 4 consist of a hydropower plant. Performance evaluation is carried out by using fuzzy, artificial neural network, adaptive neuro-fuzzy inference system, and conventional proportional and integral control approaches. Four different models with different controllers are developed and simulated, and performance evaluations are carried out with said controllers. The result shows that the intelligent HNF controller has improved dynamic response and is at the same time faster than ANN, fuzzy, and conventional PI controllers. (shrink)

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Asia’s pharmaceutical sector has experienced remarkable growth over the last two decades, with companies in the region producing bulk of the world’s specialty generics, biologicals, and active pharmaceutical ingredients (APIs). The Asian pharma growth story has had several pillars for a strong and sustainable foundation that provided non-linear growth. This report introduces three models showing how Asian countries at different development stages — India, South Korea, and Singapore — have nurtured their own, self-sustaining pharmaceutical sectors.

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. Effective text region extraction and binarization of image embedded text documents on mobile devices having limited computational resources is an open research problem. In this paper, we present one such technique for preprocessing images captured with built-in cameras of handheld devices with an aim of developing an efficient Business Card Reader. At first, the card image is processed for isolating foreground components. These foreground components are classified as either text or non-text using different feature descriptors of texts and images. (...) The non-text components are removed and the textual ones are binarized with a fast adaptive algorithm. Specifically, we propose new techniques for foreground component isolation, text extraction and binarization of text regions from camera captured business card images. Experiments with business card images of various resolutions show that the present technique yields better accuracy and involves low computational overhead in comparison with the state-of-the-art. We achieve optimum text/non-text separation performance with images of resolution 800×600 pixels with an average recall rate of 93.90% and a precision rate of 96.84%. It involves a peak memory consumption of 0.68 MB and processing time of 0.102 seconds on a moderately powerful notebook, and 4 seconds of processing time on a PDA. (shrink)

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This article is published in the Indian Philosophical Quarterly (student supplement).

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

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I think, from the standpoint of present experience, one can fairly start by saying that all experience is lived embodied experience, though it is clear that such a statement, if wholly unqualified, would mean a commitment of extensive implications. 1 Some of these implications I will briefly try to spell out toward the end of this essay. I don’t say our body sets limits to how far our imagination can really go, for clearly, if our imagination were wholly controlled by (...) our body as presented to us, dreams, for example, would not be possible. 2 But dreams are not only possible, they are a matter of everyday experience. Nay, even the limits of imagination do not determine the limits of possibility. .. (shrink)

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In the last decade, formal concept analysis in a fuzzy setting has received more attention for knowledge processing tasks in various fields. The hierarchical order visualisation of generated formal concepts is a major concern for the practical application of FCA. In this process, a major issue is the huge number of formal concepts generated from ‘a large context’, and another problem is their ‘storage’ complexity. To deal with these issues a method is proposed in this paper based on Shannon entropy (...) and Huffman coding. The proposed method is illustrated using crisply generated concepts such that the changes between obtained concepts can be measured using Levenshtein distance. The analysis derived from the proposed method is illustrated with an example for FCA in a fuzzy setting. (shrink)

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The aim of this article was to discuss the modeling and control method of quadrotor unmanned aerial vehicle. In the process of modeling, mechanism modeling and experimental testing are combined, especially the motor and propeller are modeled in detail. Through the understanding of the body structure and flight principle of the quadrotor UAV, the Newton–Euler method is used to analyze the dynamics of the quadrotor UAV, and the mathematical model of the UAV is established under the small angle rotation. Process (...) identifier is used to control it. First, the attitude angle of the model is controlled by PID, and based on this, the speed in each direction is controlled by PID. Then, the PID control of the four rotor aircraft with the center of gravity offset is simulated by MATLAB. The results show that the pitch angle and roll angle can be controlled by 5 degrees together without center of gravity deviation, and the PID can effectively control the control quantity and achieve the desired effect in a short time. Classical BP algorithm, classical GA-BP algorithm, and improved GA-BP algorithm were trained, respectively, with a total of 150 sets of training data, training function uses Levenberg-Marquardt, and performance function uses mean squared error. In the background of the same noise, the improved GA-BP algorithm has the highest detection rate, classical GA-BP algorithm is the second, and classical BP algorithm is the worst. The simulation results show that the PID control law can effectively control the attitude angle and speed of the rotor UAV in the case of center of gravity deviation. (shrink)

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For many decades, cognition has been viewed as a computational process in the brain. For cognition, the brain, body and the interaction with the environment are important. Conventional views are inclined towards the existence of discrete and internal representations realised by highly specific mechanisms in the brain. The Embodied approach challenges this view and accepts the evolution of cognitive abilities. There is a shift in focus from the belief that the brain is solely responsible for cognition to the thought that (...) the body is somehow deeply integrated into cognition. However, it does not deny the central position of the brain in the process of cognition but opens the doors for other factors for integration. At the basic level, there are three ways in which an agent’s body can be utilised for the cognitive process. An agent’s body may help to generate, operate and distribute the cognitive processes. As a result, this approach tries to diminish the monopoly of the brain by taking into account the importance of the body and the environment for cognition. (shrink)

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Prof. G.C. Pande in his work ‘ Studies in the Origins of Buddhism ’ speaks of the theory of relation ( paccaya) while discussing the principle of dependent origination ( paṭiccasamuppāda ). Theory of relation ( paccaya) is a law explaining the existence of the dhammas , being related by some relations. It is further extension of the law of dependent origination ( paṭiccasamuppāda ). Things come to existence in our day-to-day life. The law of dependent origination explains that they (...) come into existence; depending upon some other factors. The theory of relation explains that such dependence on the other dhammas is possible due to some relations. In other words, Paṭiccasamuppāda explains the process of existence of conditioned things. The relation ( paccaya ) explains the relation existing between different phases coming into existence. Such relations are also explained in conditioned things only. (shrink)

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Through an engagement with Massimiliano Tomba’s work Insurgent Universality, this paper explores the possibilities and limitations that reside at the heart of historical thinking.

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Ecology, Culture And Philosophy Is An Important Collection Of Essays That Illustrate The Continuing Validity And Relevance Of The System Of Metaphysics Developed By BasantaKumar Mallik, One Of The Great 20Th Century Indian Thinkers. One Of The Contributors Unravels Issues In Ecology, And Discusses How Radically New Ways Of Thinking Can Offer A Way Out Of The Crisis Of The Modern Industrial System Which Threatens The Survival Of The Human Species. Another Study Attempts To See The Conjection Of (...) Musical Development And Cultural Values In Relation To Both Tradition And Modern Human Experience. Yet Another Essay Examines The Domain Of Philosophical Enquiry And Develops A New Perspective On The Relationship Between Ideas And Patterns Of Thought. Central Of Mallik S Thinking Were Problems Of Peace And Human Survival. This Collection Focuses On The New Weltanschauung Of Mallik And Makes His Philosophical Work Accessible To The General Reader By Providing Explications Of Key Concepts. Drawing On Mallik S Wider Vision Of A More Humane Future, The Contributors Consider Fresh And More Harmonious Ways Of Thinking About How We Can Relate To Our Environment, And How We Can Creatively Overcome The Threats To Cultural Values. The Result Is A Volume Which Makes Us See Our Current Crisis Against A Horizon Of Possibilities Ensuring Human Survival If New Ways Of Thinking Can Be Come Prevalent. (shrink)

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This article builds on a range of work analysing interactive properties of text-based technologically mediated communication which has revealed its deeply interactive properties. Based on a corpus of 1250 SMS text messages, it examines in detail the sequential organization revealed in extended series of text exchanges. Adopting methods and findings from conversation analysis, the study looks at the internal construction of texts as interactive artefacts, focusing on the production of both single-unit and multi-unit messages, and analyses how participants construct exchanges (...) that show both similarities and differences with sequential organization in verbal conversation. (shrink)

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