Since it was presented in 1963, Chisholm’s paradox has attracted constant attention in the deontic logic literature, but without the emergence of any definitive solution. We claim this is due to its having no single solution. The paradox actually presents many challenges to the formalization of deontic statements, including (1) context sensitivity of unconditional oughts, (2) formalizing conditional oughts, and (3) distinguishing generic from nongeneric oughts. Using the practical interpretation of ‘ought’ as a guideline, we propose a linguistically motivated logical (...) solution to each of these problems, and explain the relation of the solution to the problem of contrary-to-duty obligations. (shrink)

Deepfakes are algorithmically modified video and audio recordings that project one person’s appearance on to that of another, creating an apparent recording of an event that never took place. Many scholars and journalists have begun attending to the political risks of deepfake deception. Here we investigate other ways in which deepfakes have the potential to cause deeper harms than have been appreciated. First, we consider a form of objectification that occurs in deepfaked ‘frankenporn’ that digitally fuses the parts of different (...) women to create pliable characters incapable of giving consent to their depiction. Next, we develop the idea of ‘illocutionary wronging’, in which an individual is forced to engage in speech acts they would prefer to avoid in order to deny or correct the misleading evidence of a publicized deepfake. Finally, we consider the risk that deepfakes may facilitate campaigns of ‘panoptic gaslighting’, where many systematically altered recordings of a single person's life undermine their memory, eroding their sense of self and ability to engage with others. Taken together, these harms illustrate the roles that social epistemology and technological vulnerabilities play in human ethical life. (shrink)

This paper argues for the view that metaphors are assertions by locating metaphor within our social discursive practices of asserting and inferring. The literal and the metaphorical differ not in the stating of facts nor in the representation of states of affairs but in the kind of inferential involvements they have and the normative score-keeping practices within which the inferential connections are articulated. This inferentialist based account of metaphor is supplemented by insights from accommodation theory. The account is significant for (...) our understanding of both metaphor‟s figurativeness and cognitive content. (shrink)

According to Kwame Nkrumah, the conscience of the African society is plagued with three strands of influences which have competing and conflicting ideologies: “African society has one segment which comprises our traditional way of life; it has a second segment which is filled by the presence of the Islamic tradition in Africa; it has a final segment which represents the infiltration of the Christian tradition and culture of Western Europe into Africa, using colonialism and neocolonialism as its primary vehicles.” When (...) these three segments with their conflicting ideologies are allowed to co-exist, the African society “will be racked by the most malignant schizophrenia.” Nkrumah’s solution, philosophical consciencism, presents an ideology aimed at achieving a harmony among the three segments in such a way that is “in tune with the original humanist principles underlying African society.” I do two main things in this paper: first, I present an analysis and critique of Nkrumah’s understanding of how the harmony is to be achieved in African societies; and second, I show how the theoretical ideas of philosophical consciencism – materialism, dialectical change, categorial conversion, socialism – are given actual form and content on the social-political scene through an analysis of Nkrumah's set theoretic terms. (shrink)

Discerning the decisionmaking of Kim Jong-Un and the North Korean regime on issues of peaceful engagement and warlike actions endures as a mighty challenge for U.S. intelligence analysts and policymakers. In this report, we seek to inform analysis of Democratic People’s Republic of Korea (DPRK) leadership decisionmaking. To do so, we use three discussion papers that were written to facilitate discussion of an interagency working group. The three papers are assembled here in a single report. The first discussion paper describes (...) decisionmaking among different authoritarian regimes, including North Korea, and the opening up of those economies to outside engagement. The second paper outlines two different scenarios that might occur when conventional deterrence on the Korean Peninsula breaks down and the resulting decisions that North Korea’s leadership could face. The third paper assesses DPRK decisionmaking about nuclear weapon use. The report concludes with some observations, drawn from the issues covered in these three discussion papers, about DPRK decisionmaking and stability on the Korean Peninsula. (shrink)

Letter to the Editors in response to Alasdair Richmond's 'Time Travelers'.

David Gauthier thinks agents facing a prisoner's dilemma ('pd') should find it rational to dispose themselves to co-operate with those inclined to reciprocate (i.e., to acquire a constrained maximizer--'cm'--disposition), and to co-operate with other 'cmers'. Richmond Campbell argues that since dominance reasoning shows it remains to the agent's advantage to defect, his co-operation is only rational if cm "determines" him to co-operate, forcing him not to cheat. I argue that if cm "forces" the agent to co-operate, he is not (...) acting at all, never mind rationally. Thus, neither author has shown that co-operation is rational action in a pd. (shrink)

In A Better Ape, Victor Kumar and Richmond Campbell (2022) provide an ambitious and compelling history of the evolution of human morality. Informed by evidence from an impressively vast multidisciplinary literature, they offer a rich bio-cultural evolutionary explanation of how the human moral mind arose and developed over time that has wide appeal for philosophers and scientists alike. In this paper, I examine Kumar and Campbell’s novel moral psychology and raise questions about their account of the relationship between moral (...) norms and core moral emotions. I also argue that social essentialist cognition has a place alongside the moral emotions as a key ingredient in Kumar and Campbell’s view of the moral mind as well as in their normative account of how to work towards moral progress. (shrink)

In his 1972 paper “A Short Refutation Ethical Egoism,” Richmond Campbell purports to refute ethical egoism via a simple reductio. Although his argument has received critical attention, it has not been satisfactorily answered. In this paper I answer it, for reasons that go well beyond my immediate topic. Campbell’s argument calls for an answer partly because, as I show, if it succeeds against ethical egoism, then variations of it refute many other normative ethical theories, such as act utilitarianism.

What is it to be a better ape? This is the question Victor Kumar and Richmond Campbell ask in their book on the evolution of the moral mind, an ambitious story that starts with the common ancestor of the modern apes—humans, chimpanzees, bonobos, gorillas, and orangutans. Of all of us, it’s the humans who remain in the running for being a better ape, because we’re the ones who have all the necessary ingredients: the binding emotions of sympathy and loyalty (...) which we share with our nonhuman cousins, but also the collaborative emotions of trust and respect and the reactive emotions of guilt and resentment. Importantly, only humans are thought to have norms, and to be biologically prepared to learn norms. For Kumar and Campbell, the co-evolution of emotions and norms is what set humans on this path so we can become a better ape. -/- The story they tell is artfully woven from major theories in psychology and anthropology, and those of us who have pre-existing opinions about these theories have points where we can quibble regarding the nature of the emotions–whether only humans imitate, what norms of fairness amount to, or whether any other species are generalists who can survive in a wide range of habitats. Rather than focusing on these, I want to turn to an exciting hypothesis Kumar and Campbell propose about the evolution and function of norms. While it is most common to think that norms helped our ancestors solve the collective action problems that emerged when larger groups of individuals started living together, Kumar and Campbell suggest a different, though complementary, function for norms. They propose that norms provide a more precise and flexible means for coordinating behavior in quickly changing societies. On their view, it isn’t the size of community that is the most significant variable, but rather the speed at which culture evolves. -/- That norms are a human universal is indubitable. Our contemporary human societies are rife with rules constraining our behaviors, governing aspects of our lives from birth to death, prescribing practices about what to wear, how to work, what to eat, when and how to sleep as well as rules about rare practices that are proscribed. However, Kumar and Campbell also presume that norms are human unique. Here I have more than a quibble, given the burgeoning empirical and theoretical literature on the question of animal normativity (Andrews 2020; Danón 2019; Fitzpatrick 2020; de Waal 2014; von Rohr et al. 2011; Rohr et al. 2015; Whiten et al. 2005; Westra et al., in prep)... (shrink)

Psychological studies show that the beliefs of two agents in a hypothesis can diverge even if both agents receive the same evidence. This phenomenon of belief polarisation is often explained by invoking biased assimilation of evidence, where the agents’ prior views about the hypothesis affect the way they process the evidence. We suggest, using a Bayesian model, that even if such influence is excluded, belief polarisation can still arise by another mechanism. This alternative mechanism involves differential weighting of the evidence (...) arising when agents have different initial views about the reliability of their sources of evidence. We provide a systematic exploration of the conditions for belief polarisation in Bayesian models which incorporate opinions about source reliability, and we discuss some implications of our findings for the psychological literature. (shrink)

Most public and non-profit organisations that fund health research provide the majority of their funding in the form of grants. The calls for grant applications are often untargeted, such that a wide variety of applications may compete for the same funding. The grant review process therefore plays a critical role in determining how limited research resources are allocated. Despite this, little attention has been paid to whether grant review criteria align with widely endorsed ethical criteria for allocating health research resources. (...) Here, we analyse the criteria and processes that ten of the largest public and non-profit research funders use to choose between competing grant applications. Our data suggest that research funders rarely instruct reviewers to consider disease burden or to prioritise research for sicker or more disadvantaged populations, and typically only include scientists in the review processes. This is liable to undermine efforts to link research funding to health needs. (shrink)

We respond to open peer commentaries on our target article, "Health Research Priority Setting: The Duties of Individual Funders".

Hundreds of millions of rare biospecimens are stored in laboratories and biobanks around the world. Often, the researchers who possess these specimens do not plan to use them, while other researchers limit the scope of their work because they cannot acquire biospecimens that meet their needs. This situation raises an important and underexplored question: how should scientists allocate biospecimens that they do not intend to use? We argue that allocators should aim to maximise the social value of the research enterprise (...) when allocating scarce biospecimens. We provide an ethical framework for assessing the social value of proposed research projects and describe how the framework could be implemented. (shrink)

We discuss the role of prior authorization (PA) in supporting patient-centered care (PCC) by directing health system resources and thus the ability to better meet the needs of individual patients. We begin with an account of PCC as a standard that should be aimed for in patient care. In order to achieve widespread PCC, appropriate resource management is essential in a healthcare system. This brings us to PA, and we present an idealized view of PA in order to argue how (...) at its best, it can contribute to the provision of PCC. PA is a means of cost saving and as such it has mixed success. The example of the US demonstrates how implementation of PA has increased health inequalities whereas best practice has the potential to reduce them. In contrast, systems of universal coverage, like those in Europe, may use the cost savings of PA to better address individuals' care and PCC. The conclusion we offer therefore is an optimistic one, pointing towards areas of supportive overlap between PCC and PA where usually the incongruities are most evident. (shrink)

Aristotle and the classical rhetoricians conceived of metaphor as a figure of speech in which one thing is given a name or an attribute of another thing on the basis of some resemblance that exists between the two things. Wallace Stevens conceived of metaphor not as the production of pre-existing resemblances observed in nature but the “creation of resemblance by the imagination” (NA: 72). Resemblance, and not identity, according to Stevens, is the fundamental relation between the two terms of metaphor. (...) This is akin to contemporary accounts of metaphor in terms of the phenomenological or experiential seeing of one thing as another thing (Yoos 1971; Davidson 1979; Camp 2006a,b; Semino 2008; Ritchie 2013). Seeing one thing as another thing on the basis of resemblance or similarity implies that the one thing is not the other. I do two main things in this paper: one, I appraise the theoretical value of Wallace Stevens’ conception of metaphor as the creation of resemblance by the imagination; and two, I pose a challenge to the view that takes resemblance as fundamental to metaphor, arguing that in the cases I present, thinking of the relation as identity and not resemblance, concurs with our ontological commitments to the things compared in the metaphor. In the final analysis, I suggest that Stevens conception of metaphor as metamorphosis can meet the challenge: rather than thinking of the ‘is’ (identity) of metaphor as an ‘as’ (resemblance), for Stevens, the ‘as’ (resemblance) of metaphor metamorphosize into an ‘is’ (identity). (shrink)

A Better Ape covers the evolution of morality from the birth of our ape family through the evolution of human species and all the way up to the development of modern societies. In this summary, we highlight several main elements of this account: the co-evolution of morality with intelligence and complex sociality; the role of social institutions and religious morality in the cultural evolution of behaviorally modern humans in prehistory; the increasing complexity of the moral mind through biological evolution in (...) apes, gene-culture co-evolution in various human species, cultural evolution in Homo sapiens, and rational-cultural evolution in recent centuries; and, finally, a cultural evolutionary model of progressive and regressive moral change on which a key factor driving moral progress is social and democratic integration. (shrink)

Do metaphorical sentences express facts or represent states of affairs in the world? Can a metaphorical statement tell us ‘what there is’? These questions raise the issue of whether metaphors can be used to make truth-claims; that is, whether metaphors can be regarded as assertions that can be evaluated as true or false. Some theorists on metaphor have argued for a negative answer to the above-mentioned questions. They have claimed, among others, that metaphorical utterances are non-descriptive uses of language (Blackburn (...) 1998); truth is not the constitutive aim of metaphors (Lamarque and Olsen 1994); metaphorical sentences do not have propositional contents (Davidson 1979; Cooper 1986; Rorty 1987, 1989; Lepore and Stone 2010, 2015); metaphorical utterances are neither assertions nor expressions of beliefs (Loewenberg 1973, 1975; Davies 1982; Davies 1984; Blackburn, 1984). I discuss a particular view, Metaphorical Expressivism, which exploits the relationship between truth, belief and assertion, and argues for the irrelevancy of truth to metaphors on the premise that metaphorical utterances do not count as assertions and that they do not count as the expression of beliefs. The denial of the truth-evaluability of metaphors on this view, I argue, is a product of an unmotivated tendency to see truth and meaning in terms of the portrayal of facts and a commitment to two untenable principles: literalism and representationalism. (shrink)

School administrators are mandated to take the instructional leadership roles. On this premise, a study assessed the extent of instructional leadership practices of public elementary school administrators in El Salvador City Division, Philippines. Also, it explored their actual practices, challenges encountered, and the ways they overcome the challenges in practicing instructional leadership. It employed a mixed-method research design. It administered the adopted assessment tool on instructional leadership to 15 school administrators and 12 of them were involved in the individual interviews. (...) This was conducted between the last quarter of 2019 and the first quarter of 2020. Descriptive statistics were used to describe the extent of instructional leadership practices. Also, it analyzed the actual practices, the challenges encountered, and the ways of overcoming these challenges using thematic narrative analysis. Results revealed that public school administrators have always practiced the four domains or strands of instructional leadership to a very high extent. Providing the technical assistance, conducting clinical supervision, and innovating teaching and learning emerged as themes of their actual practices. These administrators had encountered challenges in dealing with teachers’ attitudes, conflicting schedules and activities, and teachers’ resistance to changes. They overcome the challenges by trying to meet the competency standards, adapting and modifying the existing programs, contextualizing teaching and learning, and inculcating the value and benefits of class observation. Looking at the findings from the lens of deliberate practice theory, it was concluded that school administrators have indicated they have acquired knowledge and a high level of understanding of their instructional leadership roles. But despite of this, they still met challenges and have tried their best to manage them. This study presented some doable and practical recommendations to the Department of Education (DepEd) and concerned offices which may benefit both the internal and external stakeholders of the schools. (shrink)

A journey through The Mind of Africa offers one a breath-taking scenery of the cultural traditions, practices, and conceptions of African societies. Interlacing his exposition with proverbs and sayings, Abraham offers unique perspectives and interpretations of the Akan culture and conceptual scheme – Akan cultural values, social and political institutions, metaphysical conceptions of man and society – as paradigmatic of the culture and conceptual schemes of African societies. But crucially, Abraham reveals, examines, and rejects, a plethora of unfounded notions about (...) Africans and their cultures – some of these erroneous ideas are often repackaged and recited even in present times. In reading the book, one will come to understand and appreciate the theoretical underpinnings and the practical significance of the African experience. (shrink)

Mkhwanazi (2017) has argued that Consciencism is an “expression of ubuntu” and that it “represents the essential elements of ubuntu”. Both Consciencism and ubuntu, according to him, are engaged with the re-humanization of African society for they both advocate for the restitution of humanist and egalitarian principles found in traditional African societies. In this paper, we argue that while Consciencism and ubuntu share common principles, the one cannot be understood as an expression or representation of the other. Rather, the principles (...) they share should be understood as emanating from, and animated by, a primary source: traditional African communalism. This primary source is a true reflection and evidence of the commonality of the philosophical underpinnings of African thought – Consciencism, rooted in Akan (Ghanaian) thought and practices, and ubuntu, which is rooted in the thought and practices of peoples of Southern Africa. We highlight the significant differences between Consciencism as a philosophical system and ubuntu as an ethic or worldview of practical action, and in particular, their responses to the issue of justice. We submit that Consciencism can embrace the ethic of ubuntu in its harmonization of the conflicting heritages of African society; and that ubuntu can evolve into a system of thought by taking a cue from the systematicity and coherence of the philosophical anchoring of Consciencism. (shrink)

Background: The castor bean is a large grassy or semi-wooden shrub or small tree. Any part of the castor plant parts can suffering from a disease that weakens the ability to grow and eliminates its production. Therefore, in this paper will identify the pests and diseases present in castor culture and detect the symptoms in each disease. Also images is showing the symptom form in this disease. Objectives: The main objective of this expert system is to obtain appropriate diagnosis of (...) the disease. Methods: In this paper, the expert system is designed for the ability of agricultural engineers to detect and diagnose disease of castor like as: seeding blight, alternaria blight, cercospora leaf spot, powdery mildew and wilt. This system presents the disease symptoms, survival and spread, favorable conditions and image for each disease. Clips and Delphi expert system languages are used for designing and implementing the proposed expert system. Results: The expert system in the diagnosis of castor diseases was assessed by farmers and agricultural engineers and they were satisfied and accepted with its quality of performance. Conclusions: The expert system is easy for farmers and people have experience in the plant of castor to detect and diagnosis the symptoms that may face this plant from several disease. (shrink)

It is our great pleasure to announce that the recipient of the 2020 Everett Mendelsohn Prize is Daniel Liu, whose essay, “The Cell and Protoplasm as Container, Object, and Substance, 1835–1861,” appeared in the Journal of the History of Biology, Volume 50, 4 (2017), pp. 889–925.

According to Miranda Fricker, a hermeneutical injustice occurs when there is a deficit in our shared tools of social interpretation, such that marginalized social groups are at a disadvantage in making sense of their distinctive and important experiences. Critics have claimed that Fricker's account ignores or precludes a phenomenon I call hermeneutical dissent, where marginalized groups have produced their own interpretive tools for making sense of those experiences. I clarify the nature of hermeneutical injustice to make room for hermeneutical dissent, (...) clearing up the structure of the collective hermeneutical resource and the fundamental harm of hermeneutical injustice. I then provide a more nuanced account of the hermeneutical resources in play in instances of hermeneutical injustice, enabling six species of the injustice to be distinguished. Finally, I reflect on the corrective virtue of hermeneutical justice in light of hermeneutical dissent. (shrink)

Incompatibilists often claim that we experience our agency as incompatible with determinism, while compatibilists challenge this claim. We report a series of experiments that focus on whether the experience of having an ability to do otherwise is taken to be at odds with determinism. We found that participants in our studies described their experience as incompatibilist whether the decision was (i) present-focused or retrospective, (ii) imagined or actual, (iii) morally salient or morally neutral. The only case in which participants did (...) not give incompatibilist judgments was when the question was explicitly about whether one’s ignorance of the future was compatible with determinism. This lends empirical support to claims made by incompatibilists about the experience of agency, while also showing that compatibilist accounts of ability are inadequate to the reported phenomenology. Our results also inform recent debates about the presuppositions of deliberation. (shrink)

Context has emerged as a central concept in a variety of contemporary approaches to reasoning. The conference at which the papers in this volume were presented, CONTEXT 2001, was the third international, interdisciplinary conference on the topic of context, and was held in Dundee, Scotland on July 27-30, 2001.

To the extent that dualism is even taken to be a serious option in contemporary discussions of personal identity and the philosophy of mind, it is almost exclusively either Cartesian dualism or property dualism that is considered. The more traditional dualism defended by Aristotelians and Thomists, what I call hylemorphic dualism, has only received scattered attention. In this essay I set out the main lines of the hylemorphic dualist position, with particular reference to personal identity. First I argue that overemphasis (...) of the problem of consciousness has had an unhealthy effect on recent debate, claiming instead that we should emphasize the concept of form. Then I bring in the concept of identity by means of the notion of substantial form. I continue by analyzing the relation between form and matter, defending the traditional theses of prime matter and of the unicity of substantial form. I then argue for the immateriality of the substantial form of the human person, viz. the soul, from an account of the human intellect. From this follows the soul's essential independence of matter. Finally, although the soul is the immaterial bearer of personal identity, that identity is still the identity of an essentially embodied being. I explain how these ideas are to be reconciled. Footnotesa I am grateful to Stephen Braude, John Cottingham, John Haldane, David Jehle, Joel Katzav, Eduardo Ortiz, and Fred Sommers for helpful comments and discussion of a draft of this essay. I would also like to thank Ellen Paul, whose suggestions have helped greatly to improve the essay's style and content. (shrink)

In this research, an Artificial Neural Network (ANN) model was developed and tested to predict Birth Weight. A number of factors were identified that may affect birth weight. Factors such as smoke, race, age, weight (lbs) at last menstrual period, hypertension, uterine irritability, number of physician visits in 1st trimester, among others, as input variables for the ANN model. A model based on multi-layer concept topology was developed and trained using the data from some birth cases in hospitals. The evaluation (...) of testing the dataset shows that the ANN model is capable of correctly predicting the birth weight with 100% accuracy. (shrink)

Organizations are increasingly finding it challenging to balance economic and environmental performance particularly those that face competitive, regulatory and community pressure. With the increasing pressures for environmental sustainability, this calls for the new formulation of strategies by the manufacturers in order to minimize their products and services negative impact on the environment. Hence, Green Human Resource Management (GHRM) continues to be an important research agenda among the researchers. In Palestine, green issues are new and still developing. Constant study is needed (...) to fully understand and update information regarding this area. Objective: The aim of this paper is to explore the views and level of acceptance of GHRM practices among manufacturing firms in Palestine. Results: Through the use of e-mail survey, 121 responses were obtained to generate the results of the study. The result showed GHRM practices have been practiced to somewhat to a greater extent a firms in Palestine. Findings can be extended to study on the issues in further. Academicians and practitioners can apply this result to their research and business strategies on how to improve sustainable performance and to effectively implement GHRM practices. (shrink)

The vision of natural kinds that is most common in the modern philosophy of biology, particularly with respect to the question whether species and other taxa are natural kinds, is based on a revision of the notion by Mill in A System of Logic. However, there was another conception that Whewell had previously captured well, which taxonomists have always employed, of kinds as being types that need not have necessary and sufficient characters and properties, or essences. These competing views employ (...) different approaches to scientific methodologies: Mill’s class-kinds are not formed by induction but by deduction, while Whewell’s type-kinds are inductive. More recently, phylogenetic kinds (clades, or monophyletic-kinds) are inductively projectible, and escape Mill’s strictures. Mill’s version represents a shift in the notions of kinds from the biological to the physical sciences. (shrink)

When you expect something bad to happen, you take action to avoid it. That is the principle of action that underlies J. Y. Lee’s recent paper (2021), which presents a new form of epistemic injustice that arises from anticipating negative consequences for testifying. In this brief reply article occasioned by Lee’s essay, I make two main contributions to the discussion of this idea. The first (§§2–3) is an intervention in the discussion between Lee and Eric Bayruns García regarding the relationship (...) between anticipatory epistemic injustice and Kristie Dotson’s concept of testimonial smothering. The second (§§4–5) is to expand the concept of anticipatory epistemic injustice into the educational context, and to illuminate yet another form of anticipatory epistemic injustice, which I call anticipatory zetetic injustice (§6). (shrink)

In paradigmatic Confucian (Ruist) discourses, emotion (qing) has been depicted as co-arising with human nature (xing) and an irreducible constitutive source of human practices and their interpretation. The affects are concurrently naturally arising and alterable through how individuals react and respond to them and how they are or are not cultivated. That is, emotions are relationally mediated realities given in and transformed through how they are felt, understood, interpreted, and acted upon. Confucian discourses have elucidated the ethical character of the (...) emotions and sought to understand and cultivate emotional life as a hermeneutical and ethical task in establishing expectable patterns of human flourishing that orient virtues, roles, and relations. In this chapter, I explore the extent to which classical Ruist and Neo-Confucian discourses offer hermeneutical models for interpreting the complex interconnections between moral psychology and their mediations in the ethical life world. By examining a range of Confucian sources, the author argues that Confucian “moral psychologies” clarify affective dimensions of human existence within the interpersonal nexus of ethical life and indicate ways of cultivating affective awareness for relationally understanding and interpreting others, one’s world, and oneself. (shrink)

It is crucial to actively detect the risks of transactions in a financial company to improve customer experience and minimize financial loss. In this study, we compare different machine learning algorithms to effectively and efficiently predict the legitimacy of financial transactions. The algorithms used in this study were: MLP Repressor, Random Forest Classifier, Complement NB, MLP Classifier, Gaussian NB, Bernoulli NB, LGBM Classifier, Ada Boost Classifier, K Neighbors Classifier, Logistic Regression, Bagging Classifier, Decision Tree Classifier and Deep Learning. The dataset (...) was collected from Kaggle depository. It consists of 6362620 rows and 10 columns. The best classifier with unbalanced dataset was the Random Forest Classifier. The Accuracy 99.97%, precession 99.96%, Recall 99.97% and the F1-score 99.96%. However, the best classifier with balanced dataset was the Bagging Classifier. The Accuracy 99.96%, precession 99.95%, Recall 99.98% and the F1-score 99.96%. (shrink)

Artificial intelligence (AI), deep learning, machine learning and neural networks represent extremely exciting and powerful machine learning-based techniques used to solve many real-world problems. Artificial intelligence is the branch of computer sciences that emphasizes the development of intelligent machines, thinking and working like humans. For example, recognition, problem-solving, learning, visual perception, decision-making and planning. Deep learning is a subset of machine learning in artificial intelligence that has networks capable of learning unsupervised from data that is unstructured or unlabeled. Deep learning (...) is a technique used to generate face detection and recognize it for real or fake by using profile images and determine the differences between them. In this study, we used deep learning techniques to generate models for Real and Fake face detection. The goal is determining a suitable way to detect real and fake faces. The model was designed and implemented, including both Dataset of images: Real and Fake faces detection through the use of Deep learning algorithms based on neural networks. We have trained dataset which consists of 9,000 images for total in 150 epochs, and got the ResNet50 model to be the best model of network architectures used with 100% training accuracy, 99.18% validation accuracy, training loss 0.0003, validation loss 0.0265, and testing accuracy 99%. (shrink)

Predictive processing models of perception take issue with standard models of perception as hierarchical bottom-up processing modulated by memory and attention. The predictive framework posits that the brain generates predictions about stimuli, which are matched to the incoming signal. Mismatches between predictions and the incoming signal – so-called prediction errors – are then used to generate new and better predictions until the prediction errors have been minimized, at which point a perception arises. Predictive models hold that all bottom-up processes are (...) signals conveying prediction errors to higher areas, which respond by updating their predictions. We take issue with this claim and argue that object recognition requires bottom-up processing that cannot be understood in terms of prediction errors. Along the way, we expand on previous work casting doubt on the framework's ability to account for attention. Specifically, we argue that the type of attention that allows us to rapidly extract the gist of an object or scene presents an additional challenge to the predictive approach. We conclude by considering how the framework may be augmented to avoid these problems. (shrink)

The republican tradition has long been ambivalent about markets and commercial society more generally: from the contrasting positions of Rousseau and Smith in the eighteenth century to recent neorepublican debates about capitalism, republicans have staked out diverse positions on fundamental issues of political economy. Rather than offering a systematic historical survey of these discussions, this chapter will instead focus on the leading neo-republican theory—that of Philip Pettit—and consider its implications for market society. As I will argue, Pettit’s theory is even (...) friendlier to markets than most have believed: far from condemning commercial society, his theory recognizes that competitive markets and their institutional preconditions are an alternative means to limit arbitrary power across the domestic, economic, and even political spheres. While most republican theorists have focused on political means to limit such power—including both constitutional means (e.g., separation of powers, judicial review, the rule of law, federalism) and participatory ones (democratic elections and oversight)—I will examine here an economic model of republicanism that can complement, substitute for, and at times displace the standard political model. Whether we look at spousal markets, labor markets, or residential markets within federal systems, state policies that heighten competition among their participants and resource exit from abusive relationships within them can advance freedom as non-domination as effectively or even more effectively than social-democratic approaches that have recently gained enthusiasts among republicans. These conclusions suggest that democracy, be it social or political, is just one means among others for restraining arbitrary power and is consequently less central to (certain versions of) republicanism than we may have expected. So long as they counteract domination, economic inroads into notionally democratic territory are no more worrisome than constitutional ones. (shrink)

Automatic detection of diseases and anatomical landmarks in medical images by the use of computers is important and considered a challenging process that could help medical diagnosis and reduce the cost and time of investigational procedures and refine health care systems all over the world. Recently, gastrointestinal (GI) tract disease diagnosis through endoscopic image classification is an active research area in the biomedical field. Several GI tract disease classification methods based on image processing and machine learning techniques have been proposed (...) by diverse research groups in the recent past. However, yet effective and comprehensive deep ensemble neural network-based classification model with high accuracy classification results is not available in the literature. In this thesis, we review ways and mechanisms to use deep learning techniques to research on multi-disease computer-aided detection about gastrointestinal and identify these images. We re-trained five state-of-the-art neural network architectures, VGG16, ResNet, MobileNet, Inception-v3, and Xception on the Kvasir dataset to classify eight categories that include an anatomical landmark (pylorus, z-line, cecum), a diseased state (esophagitis, ulcerative colitis, polyps), or a medical procedure (dyed lifted polyps, dyed resection margins) in the Gastrointestinal Tract. Our models have showed results with a promising accuracy which is a remarkable performance with respect to the state-of-the-art approaches. The resulting accuracies achieved using VGG, ResNet, MobileNet, Inception-v3, and Xception were 98.3%, 92.3%, 97.6%, 90% and 98.2%, respectively. As it appears, the most accurate result has been achieved when retraining VGG16 and Xception neural networks with accuracy reache to 98% due to its high performance on training on ImageNet dataset and internal structure that support classification problems. (shrink)

Genes are thought to have evolved from long-lived and multiply-interactive molecules in the early stages of the origins of life. However, at that stage there were no replicators, and the distinction between interactors and replicators did not yet apply. Nevertheless, the process of evolution that proceeded from initial autocatalytic hypercycles to full organisms was a Darwinian process of selection of favourable variants. We distinguish therefore between Neo-Darwinian evolution and the related Weismannian and Central Dogma divisions, on the one hand, and (...) the more generic category of Darwinian evolution on the other. We argue that Hull’s and Dawkins’ replicator/interactor distinction of entities is a sufficient, but not necessary, condition for Darwinian evolution to take place. We conceive the origin of genes as a separation between different types of molecules in a thermodynamic state space, and employ a notion of reproducers. (shrink)

Abstract Charles Darwin, in his discussions with Asa Gray and in his published works, doubted whether God could so arrange it that exactly the desired contingent events would occur to cause particular outcomes by natural selection. In this paper, I argue that even a limited or neo-Leibnizian deity could have chosen a world that satisfied some arbitrary set of goals or functions in its outcomes and thus answer Darwin's conundrum. In more general terms, this supports the consistency of natural selection (...) with providentialism, and makes “theistic evolutionism” a coherent position to hold. (shrink)

Many parents cite intimacy as one of their reasons for deciding to educate at home. It seems intuitively obvious that home education is conducive to intimacy because of the increased time families spend together. Yet what is not clear is whether intimacy can provide justification for one’s decision to home educate. To see whether this is so, we introduce the concept of ‘attentive parenting’, which encompasses a set of family characteristics, and we examine whether and under what conditions attentive parents (...) risk loss of intimacy by sending their children to school; or, alternatively, whether they can avoid this risk by educating children at home. What we will determine is whether families who exhibit the specified characteristics are prima facie justified in educating their children at home under the conditions of interest. We argue that, for attentive parents, home education not only promotes greater intimacy, but also provides insurance against the loss of intimacy that may occur under certain conditions when children attend schools. (shrink)

Background: There is no doubt that strawberry diseases are one of the most important reasons that led to the destruction of strawberry plants and their crops. This leads to obvious damage to these plants and they become inedible. Discovering these diseases after a good step for proper and correct treatment. Determining the treatment with high accuracy depends on the method used in the diagnosis. Correctly, expert systems can greatly help in avoiding damage to these plants. The expert system correctly diagnoses (...) strawberry disease to make it easier for farmers to find the right treatment based on the appropriate diagnosis. Objectives: The main goal of this expert system is to get the appropriate diagnosis of disease and the correct treatment. Methods: In this paper the design of the proposed Expert System which was produced to help Farmers and students interested in agriculture strawberry in diagnosing many of the strawberry diseases such as: Leaf Spots, Grey Mold, Red Stele/Red Core, Wilt, Powdery Mildew, Alternaria Spot, Black Root Rot, Anthracnose (black spot), and Angular Leaf Spot. The proposed expert system presents an overview about strawberry diseases are given, the cause of diseases are outlined and the treatment of disease whenever possible is given out. CLIPS language was used for designing and implementing the proposed expert system. Results: The proposed strawberry diseases diagnosis expert system was evaluated by Farmers and they were satisfied with its performance. Conclusions: The Proposed expert system is very useful for Farmers with strawberry problem and students interested in agriculture strawberry. (shrink)

The evolution of Intelligent Tutoring System (ITS) is the result of the amount of research in the field of education and artificial intelligence in recent years. English is the third most common languages in the world and also is the internationally dominant in the telecommunications, science and trade, aviation, entertainment, radio and diplomatic language as most of the areas of work now taught in English. Therefore, the demand for learning English has increased. In this paper, we describe the design of (...) an Intelligent Tutoring System for teaching English language grammar to help students learn English grammar easily and smoothly. The system provides all topics of English grammar and generates a series of questions automatically for each topic for the students to solve. The system adapts with all the individual differences of students and begins gradually with students from easier to harder level. The intelligent tutoring system was given to a group of students of all age groups to try it and to see the impact of the system on students. The results showed a good satisfaction of the students toward the system. (shrink)

In his book After Finitude, Quentin Meillassoux criticizes post-Kantian philosophy for its inability to explain how science is able to describe a world without human beings. This paper addresses that challenge through a consideration of Heidegger’s thought and his thinking about science. It is argued that the disagreement between Meillassoux and Heidegger comes down to a question of first philosophy and the priority of logic or ontology in philosophy. Ultimately, Heidegger’s emphasis on ontology in philosophy is superior in its ability (...) to give a more comprehensive account of science and thinking about things themselves. (shrink)

The Asian American identity is intimately associated with upward class mobility as the model minority, yet women's earnings remain less than men's, and Asian American women are perceived to have strong family ties binding them to domestic responsibilities. As such, the exact class status of Asian American women is unclear. The immediate association of this ethnic identity with a specific class as demonstrated by the recently released Pew study that Asian Americans are “the highest-income, best-educated” ethnicity contrasts with another study (...) that finds Asian American women have the highest suicide rates in the United States. To understand these contrasting statistics, this article explores Asian American women's sense of authenticity. If the individual's sense of authenticity is intimately related with one's group identity, the association of the Asian American identity with a particular class ambivalently ensnares her as dichotomously inauthentic—as both the poor Asian American woman who fails to achieve economic upward mobility and the model minority Asian American woman who engages in assimilation practices. Feminist philosophers understand that identities change, but exactly how these transformations occur remains a mystery. The article ends with three speculations on the difficulties for practicing and recognizing individual acts that transform one's group identity. (shrink)

With the current international competition among global companies, Business English as a Lingua Franca (BEFL) has become a necessity. As for one, Boardwalk Direct Selling Company recognizes the adoption of the BEFL concept within the organization to equip its workforce with adequate English language skills at par with global standards. This study aims to assess the organization’s current English proficiency and the readiness of its employees to embrace BEFL. This also presents the major English language skills areas that need improvement (...) through training intervention. A stratified sampling method is utilized to extract data via an online survey. Respondents are strategically chosen to represent different strata such as organizational departments or groups, job levels, tenure, and age. A convenient size of 34 respondents participated in this study. Generally, respondents acknowledge the importance of the English language skill set in their job functions and as criteria for their career growth. Half of the sampling population affirms their English language proficiency. However, the study reveals that Boardwalk employees are willing to subject themselves to improving their English skills, most particularly in speaking and writing aspects. Given their willingness, the employees recommend that the company strengthen its BEFL trainings across the organization. Moreover, with the current setup of mostly working from home due to COVID restrictions, majority of the employees prefer online learning. (shrink)

We can know some things about each others' mental lives. The view that some of this knowledge is genuinely perceptual is getting traction. But the idea that we can see any of each others' mental states themselves - the Simple Perceptual Hypothesis - remains unpopular. Very often the view that we can perceptually know, for example, that James is angry, is thought to depend either on our awareness of James' expression or on the way James appears - versions of what (...) I call the Expressive Hypothesis. The Expressive Hypothesis is intuitive. But in this chapter I argue that it does not allow us to do away with the thought that we sometimes perceive people's mental states. I take my arguments to provide some tentative support for the Simple Perceptual Hypothesis. (shrink)

The close association of particular races with particular classes invites a means to exhibit disdain for a race via class. Class and race do not simply occupy a list of social problems, because generally, specific races correlate with particular classes. Racism is presently unacceptable, but not classism. We may feel sympathy for the poor, but we do not refrain from disdain. The disdain of the poor centers on Neoclassical economics’ insistence on choice in regards to class. The language of choice (...) does not circumscribe race. Michel Foucault’s work illustrates that the persistent correlation of race and class is not merely sociological but conceptual. Such close associations of particular races with particular classes serve as a means to generate essentialisms that express racism through classism. (shrink)

Artificial intelligence (AI) is an area of computer science that emphasizes the creation of intelligent machines or software that work and react like humans. Some of the activities computers with artificial intelligence are designed for include, Speech, recognition, Learning, Planning and Problem solving. Deep learning is a collection of algorithms used in machine learning, It is part of a broad family of methods used for machine learning that are based on learning representations of data. Deep learning is a technique used (...) to produce Pneumonia detection and classification models using x-ray imaging for rapid and easy detection and identification of pneumonia. In this thesis, we review ways and mechanisms to use deep learning techniques to produce a model for Pneumonia detection. The goal is find a good and effective way to detect pneumonia based on X-rays to help the chest doctor in decision-making easily and accuracy and speed. The model will be designed and implemented, including both Dataset of image and Pneumonia detection through the use of Deep learning algorithms based on neural networks. The test and evaluation will be applied to a range of chest x-ray images and the results will be presented in detail and discussed. This thesis uses deep learning to detect pneumonia and its classification. (shrink)