The no-free-lunch theorems promote a skeptical conclusion that all possible machine learning algorithms equally lack justification. But how could this leave room for a learning theory, that shows that some algorithms are better than others? Drawing parallels to the philosophy of induction, we point out that the no-free-lunch results presuppose a conception of learning algorithms as purely data-driven. On this conception, every algorithm must have an inherent inductive bias, that wants justification. We argue that many standard learning algorithms should rather (...) be understood as model-dependent: in each application they also require for input a model, representing a bias. Generic algorithms themselves, they can be given a model-relative justification. (shrink)

Brown and Hodgson present a new English edition of Hegel's 1822-3 lectures on the philosophy of world history. Here he sets out his vision of the development of reason, spirit, and culture in human history, as it advances inexorably towards the establishment of a political state of free, fully self-conscious individuals and just institutions.

This book is a guide to the poetics of the two Greek fountainheads of Western literary theory. Part I traces the development of Plato's great themes of inspiration and imitation but makes no attempt to reduce his disparate statements to a system. Part II demonstrates that Aristotle's Poetics embodies a powerful theory of literature that answers Plato's objections to poetry as an emotionally powerful, and therefore dangerous, communication of false opinion. Originally published in 1987. A UNC Press Enduring Edition -- (...) UNC Press Enduring Editions use the latest in digital technology to make available again books from our distinguished backlist that were previously out of print. These editions are published unaltered from the original, and are presented in affordable paperback formats, bringing readers both historical and cultural value. (shrink)

This new edition of Hegel's Lectures on the History of Philosophy sets forth clearly, for the first time for the English reader, what Hegel actually said. These lectures challenged the antiquarianism of Hegel's contemporaries by boldly contending that the history of philosophy is itself philosophy, not just history. It portrays the journey of reason or spirit through time, as reason or spirit comes in stages to its full development and self-conscious existence, through the successive products of human intellect and activity. (...) These lectures proved to be extremely influential on the intellectual history of the past two centuries. They are crucial to understanding Hegel's own systematic philosophy in its constructive aspect, as well as his views on the centrality of reason in human history and culture. Volume I holds additional importance because, as well as setting out Hegel's discussion of the history of Chinese and Indian philosophy, it presents the interesting and significant changes that Hegel made to the stage-setting introduction to these lectures across the years from 1819 to 1831. This edition adapts the considerable editorial resources of the German edition that it translates, to the needs of the general reader as well as the serious scholar, so as to constitute an unparalleled resource on this topic in the English language. (shrink)

Otto Neurath (1882-1945) was a highly unorthodox thinker both in philosophy and economics. The contributions to this sparkling new book conclude that Neurath touched on many of the most critical problems of economic theory during its formative years as a modern discipline. His economics provide insights into the foundational problems of modern economics and should encourage contemporary economic theorists to critically reflect their own hidden presumptions.

Previous research in North America has supported the view that male involvement in committed, romantic relationships is associated with lower testosterone (T) levels. Here, we test the prediction that undergraduate men involved in committed, romantic relationships (paired) will have lower T levels than men not involved in such relationships (unpaired). Further, we also test whether these differences are more apparent in samples collected later, rather than earlier, in the day. For this study, 107 undergraduate men filled out a questionnaire and (...) collected one saliva sample (from which a subject’s T level was measured) at various times across the day. As in previous studies, men involved in committed, romantic relationships had lower salivary T levels, though only during later times of the day. Furthermore, additional analysis of the variation among unpaired subjects indicated that men without prior relationship experience had lower T levels than experienced men. Finally, while paired men as a group had lower T levels than unpaired men, those men at the earliest stage (less than six months) of a current relationship had higher T levels than unpaired men as well as men in longer-term relationships. These results suggest that variation in male testosterone levels may reflect differential behavioral allocation to mating effort. (shrink)

Die »Enzyklopädie Philosophie- und Wissenschaftstheorie«, das größte allgemeine Nachschlagewerk zur Philosophie im deutschsprachigen Raum, wurde 1980 begonnen und 1996 mit dem vierten Band abgeschlossen. Sie erschien 2005 bis 2018 in einer komplett aktualisierten und erweiterten 8-bändigen Neuauflage, die hiermit nun in einer kartonierten Sonderausgabe vorliegt. Die »Enzyklopädie« umfasst in Sach- und Personenartikeln nicht nur den klassischen Bestand des philosophischen Wissens, sondern auch die neuere Entwicklung der Philosophie, insbesondere in den Bereichen Logik, Erkenntnis- und Wissenschaftstheorie sowie Sprachphilosophie. Zugleich finden Grundlagenreflexionen in (...) den Wissenschaften und deren Geschichte ausführliche Berücksichtigung. Die umfassenden Bibliographien und Werkverzeichnisse wurden für die 2. Auflage in allen Artikeln auf den neuesten Stand gebracht. Der Herausgeber Jürgen Mittelstraß, Professor em. für Philosophie und Wissenschaftstheorie an der Universität Konstanz, ist einer der international renommiertesten deutschen Philosophen. 1989 erhielt er den Leibniz-Preis der Deutschen Forschungsgemeinschaft (DFG) und seitdem zahlreiche weitere Wissenschaftspreise sowie Ehrendoktorwürden. Er ist Direktor des Konstanzer Wissenschaftsforums, war Präsident der Academia Europaea (2002-2008) und Vorsitzender des Österreichischen Wissenschaftsrates (2005-2015). Band 1: A-B | Band 2: C-F | Band 3: G-Inn | Band 4: Ins-Loc | Band 5: Log-N | Band 6: O-Ra | Band 7: Re-Te | Band 8: Th-Z. (shrink)

The concept of mechanism is analyzed in terms of entities and activities, organized such that they are productive of regular changes. Examples show how mechanisms work in neurobiology and molecular biology. Thinking in terms of mechanisms provides a new framework for addressing many traditional philosophical issues: causality, laws, explanation, reduction, and scientific change.

Against the backdrop of Walter Benjamin's famous essay, “Unpacking My Library”, this article, by the Librarian of the Warburg Institute, tells the story of the many times that the Warburg Library has been packed and unpacked. First it was the private collection of Aby Warburg, later a public institution, originally in Hamburg and then in London from 1933 to the present. This essay also explores the various ways in which books have been — and continue to be — acquired by (...) the Warburg Library, including publication, donation, recommendation, and purchase. Each of these methods is not only discussed but also examined in light of Benjamin's account of the acquisition of his own library. Moreover, Benjamin's view that collections lose their meaning when they cease to be personal is challenged by the example of the Warburg Library, which has been transformed from a private collection containing around 15,000 books in 1911 to a public institution today housing over 350,000 volumes, while still maintaining its unique character. (shrink)

© 2015 Elsevier Inc.Toxoplasma gondii is a protozoan pathogen in the phylum Apicomplexa that resides within an intracellular parasitophorous vacuole that is selectively permeable to small molecules through unidentified mechanisms. We have identified GRA17 as a Toxoplasma-secreted protein that localizes to the parasitophorous vacuole membrane and mediates passive transport of small molecules across the PVM. GRA17 is related to the putative Plasmodium translocon protein EXP2 and conserved across PV-residing Apicomplexa. The PVs of GRA17-deficient parasites have aberrant morphology, reduced permeability to (...) small molecules, and structural instability. GRA17-deficient parasites proliferate slowly and are avirulent in mice. These GRA17-deficient phenotypes are rescued by complementation with Plasmodium EXP2. GRA17 functions synergistically with a related protein, GRA23. Exogenous expression of GRA17 or GRA23 alters the membrane conductance properties of Xenopus oocytes in a manner consistent with a large non-selective pore. Thus, GRA17 and GRA23 provide a molecular basis for PVM permeability and nutrient access. (shrink)

_Current Issues in Business Ethics_ analyzes the questions which underlie business activities, arguing that the prime object for a legitimate business must be sustainability. It also looks at the issues between individuals and business and asks whether businesses can support their employees as an alternative to family and church. Finally it assesses the impact of most recent trends in business looking at: * the activities of multinational companies * the changing gender balance * privatization * the loss of power of (...) the trade unions. (shrink)

_Current Issues in Business Ethics_ analyzes the questions which underlie business activities, arguing that the prime object for a legitimate business must be sustainability. It also looks at the issues between individuals and business and asks whether businesses can support their employees as an alternative to family and church. Finally it assesses the impact of most recent trends in business looking at: * the activities of multinational companies * the changing gender balance * privatization * the loss of power of (...) the trade unions. (shrink)

Conservation and restoration programs usually involve nostalgic claims about the past, along with calls to return to that past or recapture some aspect of it. Knowledge of history is essential for such programs, but the use of history is fraught with challenges. This essay examines the emergence, development, and use of the “ecological baseline” concept for three levels of biological organization. We argue that the baseline concept is problematic for establishing restoration targets. Yet historical knowledge—more broadly conceived to include both (...) social and ecological processes—will remain essential for conservation and restoration. (shrink)