A lot of research has been done on the detection of mental workload using various bio-signals. Recently, deep learning has allowed for novel methods and results. A plethora of measurement modalities have proven to be valuable in this task, yet studies currently often only use a single modality to classify MWL. The goal of this research was to classify perceived mental workload using a deep neural network that flexibly makes use of multiple modalities, in order to allow for feature sharing (...) between modalities. To achieve this goal, an experiment was conducted in which MWL was simulated with the help of verbal logic puzzles. The puzzles came in five levels of difficulty and were presented in a random order. Participants had 1 h to solve as many puzzles as they could. Between puzzles, they gave a difficulty rating between 1 and 7, seven being the highest difficulty. Galvanic skin response, photoplethysmograms, functional near-infrared spectrograms and eye movements were collected simultaneously using LabStreamingLayer. Marker information from the puzzles was also streamed on LSL. We designed and evaluated a novel intermediate fusion multimodal DNN for the classification of PMWL using the aforementioned four modalities. Two main criteria that guided the design and implementation of our DNN are modularity and generalisability. We were able to classify PMWL within-level accurate on a seven-level workload scale using the aforementioned modalities. The model architecture allows for easy addition and removal of modalities without major structural implications because of the modular nature of the design. Furthermore, we showed that our neural network performed better when using multiple modalities, as opposed to a single modality. The dataset and code used in this paper are openly available. (shrink)

Trope theory is a leading metaphysical theory in analytic ontology. One of its classic statements is found in the work of Donald C. Williams who argued that tropes qua abstract particulars are the very alphabet of being. The concept of an abstract particular has been repeatedly attacked in the literature. Opponents and proponents of trope theory alike have levelled their criticisms at the abstractness of tropes and the associated act of abstraction. In this paper I defend the concept of a (...) trope qua abstract particular by rejecting arguments that purport to show that tropes should not be understood as abstract and by arguing that the abstractness of tropes plays an indispensable role in one of our more promising trope-theoretic analyses of universals and of concrete objects. (shrink)

Linda Zagzebski’s book on epistemic authority is an impressive and stimulating treatment of an important topic. 1 I admire the way she manages to combine imagination, originality and argumentative control. Her work has the further considerable merit of bringing analytic thinking and abstract theory to bear upon areas of concrete human concern, such as the attitudes one should have towards moral and religious authority. The book is stimulating in a way good philosophy should be -- provoking both disagreement and emulation. (...) I agree with much of what she says, and have been instructed by it, but it will be of more interest and relevance here if I concentrate upon areas of disagreement. Perhaps they are better seen as areas, at least some of them, where her emphases suggest a position that seems to me untenable, but that she may not really intend. In that event, I will be happy to have provoked a clarification or the dispelling of my misunderstanding. My focus will be upon problems in her account of communal authority and autonomy, especially with respect to religious and political authority. Here my worry is that she places too much trust in trust and not enough in what I call selective mistrust. (shrink)

The concept of instantiation is realized differently across a variety of metaphysical theories. A certain realization of the concept in a given theory depends on what roles are specified and associated with the concept and its corresponding term as well as what entities are suited to fill those roles. In this paper, the classic realization of the concept of instantiation in a one-category ontology of abstract particulars or tropes is articulated in a novel way and defended against unaddressed objections.

In this paper I examine Grace A. de Laguna’s theory of universals in its historical context and in relation to contemporary debates in analytic metaphysics. I explain the central features of her theory, arguing that her theory should be classified as a form of immanent realism and as a powers ontology. I then show in what ways her theory affords a theory of modality in terms of potentialities and discuss some of its consequences along the way.

Tuberculosis (TB) is a potentially fatal infectious disease that, in Aotearoa New Zealand (NZ), inequitably affects Asian, Pacific, Middle Eastern, Latin American, and African (MELAA), and Māori people. Medical research involving genome sequencing of TB samples enables more nuanced understanding of disease strains and their transmission. This could inform highly specific health interventions. However, the collection and management of TB isolate samples for research are currently informed by monocultural biomedical models often lacking key ethical considerations. Drawing on a qualitative kaupapa (...) Māori–consistent study, this paper reports on preliminary discussions with groups of Māori, Pacific, and Afghan people in NZ, whose communities have been harmed by TB and TB stigma. Participants’ discussions highlight key concerns and meanings that ought to inform the development of guidelines and a more robust consultative process for the governance of how TB isolate samples are collected and used both retrospectively and in future research. We argue for ethical processes to be culturally nuanced and community-generated, flexible and meaningful, and situated in relation to the physical and symbolic effects of TB. We discuss the significance of Indigenous data sovereignty, rights, and kāwanatanga (governorship) in shaping a multicultural data sovereignty model. (shrink)

David Richards here argues that the legal interpretation of the US constitution depends on an understanding of the liberal humanist principles which guided the Founders.

Seventeenth-century philosophy scholars come together in this volume to address the Insiders--Descartes, Spinoza, Leibniz, Locke, and Hobbes--and Outsiders--Pierre Gassendi, Kenelm Digby, Theophilus Gale, Ralph Cudworth and Nicholas Malebranche--of the philosocial canon, and the ways in which reputations are created and confirmed. In their own day, these ten figures were all considered to be thinkers of substantial repute, and it took some time for the Insiders to come to be regarded as major and original philosophers. Today these Insiders all feature in (...) the syllabi of most history of philosophy courses taught in western universities, and the papers in this collection, contrasting the stories of their receptions with those of the Outsiders, give an insight into the history of philosophy which is generally overlooked. (shrink)

This book outlines the realist and pluralist philosophy of John Anderson, Australia's most original thinker, whose articles and teaching at Sydney University have deeply influenced Australian intellectual life. Several main themes run though his work, but Anderson never gave an overall account of his views. This is remedied here: in exhibiting the range of Anderson's thought, from logic, epistemology and theory of mind, to language and social theory, Baker's work sketches realism as a systematic philosophical position and shows something of (...) the history of ideas in Australia. This book will be of particular interest to historians of modern philosophy and those studying realism. (shrink)

This is the first of three volumes which will contain all of Locke's extant philosophical writings relating to An Essay Concerning Human Understanding, not included in other Clarendon editions like the Correspondence. It contains the earliest known drafts of the Essay, Drafts A and B, both written in 1671, and provides for the first time an accurate version of Locke's text. Virtually all his changes are recorded in footnotes on each page. Peter Nidditch, whose highly acclaimed edition of An Essay (...) Concerning Human Understanding was published in this series in 1975, used pioneering editorial techniques in his compilation of Volume 1. Most of the work was completed before his tragically early death in 1983. Volumes 2 and 3, almost wholly the work of G. A. J. Rogers will contain the third extant draft of the Essay, the Epitome and the Conduct of the Understanding. They will also include a History of the Writing of the Essay, together with other shorter writings by Locke. (shrink)

Business Ethics, the Environment &Responsibility, Volume 31, Issue 4, Page 1157-1173, October 2022.

Apart from the names of Jan Baudouin de Courtenay (1845-1929), Mikołaj Kruszewski (1851-1887), and, later, Jerzy Kuryłowicz (1895-1978), Polish linguists and Polish linguistics generally have been little known in the West. The first two were mentioned with approval by Saussure in an unpublished paper, and this reference was picked up by Roman Jakobson and others many years later. Kuryłowicz, for his part, made himself well known in the West through his important work as Indo-Europeanist, even Semiticist, and as a general (...) linguist. The present volume is a first attempt to broaden the perspectives on the Polish contribution to linguistics both inside and outside of Poland during the past centuries. Specialists in their respective fields contributed chapters on the origins and development of general linguistics (Z. Wąsik), applied linguistics (F. Grucza), lexicology (T. Piotrowski), dialectology (St. Gogolewski), and onomastics (S. Gala), followed by five chapters presenting the theories of the arguably most remarkable Polish linguistic thinkers, from Baudouin de Courtenay (A. Adamska-Sałaciak), Kruszewski (F. M. Berezin), and Kuryłowicz (W. Smoczyński) to Mikołaj Rudnicki (1881-1978) and Ludwik Zabrocki (1907-1977) (both written by J. Bańczerowski). Detailed individual bibliographies, a full index of names (with life dates of Polish linguists from the Renaissance to the present day), and a thorough index of subjects and terms make this volume an important reference tool for anyone wishing to acquaint himself with the rich heritage of Polish linguistic thought. (shrink)

This is a description of an avian-shaped feature that rests below a network of cellular structures found on a mound within the Argyre Basin of Mars in Mars Global Surveyor image M14-02185, acquired on April 30, 2000, and released to the public on April 4, 2001. The area examined is located near 48.0° South, 55.1° West. The formation is approximately 2,400 meters long from the tip of its beak to the tip of its farthest tail feather. There is a minimum (...) of six different variations in appearance of the surface material over this small area. Utilizing the public targeting request form provided on the Mars Global Surveyor (MGS) website, co-author Miller secured a second image of the area that was obtained on July 3, 2006, showing this feature under different conditions S20-00165. The new image was then released to the public on August 11, 2006. A third image of the formation identified as MGS S13-01480 was acquired on December 15, 2005, and although officially processed on June 20, 2006, it was not made available to the public until August 22, 2009, on NASA’s Planetary Data System (PDS) website. All three of the MGS images reveal defining aspects of this avian feature, including a head, beak, body, eye, leg, foot, toes, wing, and feathers. When taken together, these components induce the visual impression of an avian-shaped formation that exhibits a unique set of proportional features. Adjoining this formation is a composite of complex cellular features that form a compartmentalized infrastructure. The three authors who are veterinarians provide a critical analysis of the avian features, and the geologist and geoscientist authors examine natural mechanisms that could contribute to the formation of this feature. An extensive search of comparable regions within and beyond the area of the Argyre Basin was conducted. A list of these sites is provided, and terrestrial comparisons are also offered. (shrink)

We argue that new meta-theoretically based applications of non-traditional perspectives of knowledge in science, and sport science, that highlights the question of ‘being woman’, and our understanding of woman as a social and biological being through sport, can enrich the general understanding of gender, identity, body and sport by developing and deepening a critical humanistic sport science perspective through athletes’ artistic reflections of their own athletic female body.

Since the publication of Jonathan Dancy's 'Moral Reasons' in 1991, many English speaking ethicists have been especially interested in the role of abstract theory in moral life and the extent to which principles analogous to those employed in the hard sciences like physics are central to the development of ethical knowledge. Unlike earlier generations of philosophers who had, on the whole, accepted that principles had an integral role in the life of a morally serious person, contemporary ethicists are largely divided (...) about the merits of such principles and whether ethical knowledge is gained through principles. This debate about the form of ethical knowledge raises questions about the epistemic status of intuitions. Can intuitions about right and wrong provide an alternative source of genuine ethical knowledge? Is reflection upon a belief enough to show that it is true? This edited collection, consisting of 11 essays by distinguished philosophers, pursues and advances that debate. The early chapters of the book are concerned primarily with intuitions and intuitionism. John Cottingham, in an essay that casts doubt on the possibility of secular intuitions, argues that if intuitions are uprooted from their traditional theological foundations then they lose their plausibility. The claim is that theism and moral intuitionism are natural partners and morality is doomed if we reject theistic picture that 'provides a home for these intuitions'. James Lenman provides an indirect response to Cottingham, questioning whether evolutionary explanations of intuitions genuinely debunk them. Explaining the causal origins of intuitions within a naturalistic framework is not damning of them or of morality itself. (shrink)

‘Rights and Territories: A Reply to Nine, Miller, and Stilz’ defends the Lockean theory of states’ territorial rights (as this theory was presented in Boundaries of Authority) against the critiques of Nine, Miller, and Stilz. In response to Nine’s concern that such a Lockean theory cannot justify the right of legitimate states to exclude aliens, it is argued that a consent-based theory like the Lockean one is flexible enough to justify a wide range of possible incidents of territorial rights – (...) importantly including, though not necessarily including, the sort of right to exclude aliens that is familiar from actual political practice. Miller’s criticisms are more wide-ranging. In response, the article argues that Lockean labor-based property rights are both stronger and more enduring than Miller suggests and that nationalism’s resources for dealing with concerns about rights-supersession and trapped minorities are importantly overstated by Miller. Against Stilz’s Kantian, ‘presentist’ account of states’ authority over persons and territories, it is argued that the rectification of past (historical) wrongs remains morally crucial even in the context of otherwise-just societies and that Stilz’s Kantian/rawlsian position unconvincingly privileges the rights to autonomy of territorially concentrated groups over those of dissenting individuals or wrongfully dispersed groups. (shrink)