This paper analyzes the rapid and unexpected rise of deep learning within Artificial Intelligence and its applications. It tackles the possible reasons for this remarkable success, providing candidate paths towards a satisfactory explanation of why it works so well, at least in some domains. A historical account is given for the ups and downs, which have characterized neural networks research and its evolution from “shallow” to “deep” learning architectures. A precise account of “success” is given, in order to sieve out (...) aspects pertaining to marketing or sociology of research, and the remaining aspects seem to certify a genuine value of deep learning, calling for explanation. The alleged two main propelling factors for deep learning, namely computing hardware performance and neuroscience findings, are scrutinized, and evaluated as relevant but insufficient for a comprehensive explanation. We review various attempts that have been made to provide mathematical foundations able to justify the efficiency of deep learning, and we deem this is the most promising road to follow, even if the current achievements are too scattered and relevant for very limited classes of deep neural models. The authors’ take is that most of what can explain the very nature of why deep learning works at all and even very well across so many domains of application is still to be understood and further research, which addresses the theoretical foundation of artificial learning, is still very much needed. (shrink)

We provide a list of open problems in the research area of generalised Baire spaces, compiled with the help of the participants of two workshops held in Amsterdam (2014) and Hamburg (2015).

Some arguments against the assumption that ordinary people may share common knowledge are sound. The apparent cost of such arguments is the rejection of scientific theories that appeal to common knowledge. My proposal is to accept the arguments without rejecting the theories. On my proposal, common knowledge is shared by ideally rational people, who are not just mathematically simple versions of ordinary people. They are qualitatively different from us, and theorizing about them does not lead to predictions about our behavior. (...) Nevertheless, models of action that assume common knowledge have a role to play in our understanding of collective rationality. (shrink)

The COVID-19 pandemic has raised questions about the just allocation of limited medical resources. In this essay, I consider four pressing moral questions raised by the scarcity of mechanical ventilators, using the guiding principle that the primary criterion should be the conviction that each and every human being has equal moral status because each has an intrinsic dignity that makes him or her inestimable and inviolable. I propose that any legitimate criteria for ventilator allocation cannot discriminate among patient populations on (...) the basis of any judgments that are not medically relevant. Instead, ventilators should be distributed solely on the basis of the likelihood that they will benefit patients and enable them to heal. (shrink)

Despite their controversial ontological status, the discussion on arbitrary objects has been reignited in recent years. According to the supporting views, they present interesting and unique qualities. Among those, two define their nature: their assuming of values, and the way in which they present properties. Leon Horsten has advanced a particular view on arbitrary objects which thoroughly describes the earlier, arguing they assume values according to a sui generis modality, which he calls afthairetic. In this paper, we offer a general (...) method for defining the minimal system of this modality for any given first-order theory, and possible extensions of it that incorporate further aspects of Horsten’s account. The minimal system presents an unconventional inference rule, which deals with two different notions of derivability. For this reason and the failure of the Necessitation rule, in its full generality, the resulting system is non-normal. Then, we provide conditional soundness and completeness results for the minimal system and its extensions. (shrink)

Purpose: The research explored empirical evidence to assess the impact of cyber security and supply chain risk on digital operations in the UAE pharmaceutical industry. Methodology/Design/Approach: Based on responses from 243 personnel working at 14 pharmaceutical manufacturing companies in Dubai, data were examined for normality, instrument validity and regression analysis. Cyber security and SC risk on digital operations were explored by applying convenient sampling and descriptive and analytical research design. Findings: The findings validated the significant positive association between cyber security (...) and supply chain risk with digital operations. Research implications and Limitations: The research model was developed with three variables evaluated only on the pharmaceutical industry in Dubai. Future research should focus on multiple manufacturing industries by covering a larger geographic area. Practical implications: When suppliers are highly concentrated, customer-focused organisations with uncertain levels of digital transformation could improve their ability to manage supply chain risk by diversifying their clients. Pharmaceutical firms may require a greater focus on technology-based manufacturing firms to build and maintain customer trust. Originality Value: To illustrate how the pharmaceutical industry has explored the relationship between cyber security, supply chain risk and digital operations, the research highlights the significant and convoluted consequences of the relationship model that have not been previously considered. (shrink)

This article addresses the new theories and concepts of design management: design thinking, user experience (UX) and service design. They consider people's experiences and focus on the characteristics of each one of them. From industrial design, the scope and relationships between these definitions - now better visible - were analyzed, which always belonged to the design field of the discipline, from which an attempt was made to identify how they influence innovation, design and development of new products. To account for (...) the evolution that the design field has had, the most significant processes are contrasted to visualize the differences that make this change fundamental. Finally, it is concluded on its strategic relevance for the application in public and private organizations. Also taking into account how these theories are methodologically incorporated into the set of activities inherent to industrial design. (shrink)

The objective of this article is to analyze the relationships between theories of strategic design and participatory design, in multiple commercial alliances between local entrepreneurs from different sectors and their integrated application in the urban context. Various authors have dealt with these strategic issues in isolation and less frequently have addressed them from the entrepreneurial experience. A review of the specific literature allows us to account for the main concepts involved in this approach. The case being analyzed refers to a (...) fitness-related venture in the city of La Plata, which articulated, together with other local actors, a collaborative strategy that led to the application of a superior business model for its sector. In addition, he capitalized on his role as an influencer on the social network Instagram, as a way to enhance the project’s comprehensiveness. The topics that are addressed synthesize the key concepts that allow us to interpret the praxis relieved. And from them, create a model that can be applied in other markets and territories to promote young local development. And in this way, different actors, complementary products and services serve to jointly promote a co-productive and self-managed culture. (shrink)

Often, there are conceptual differences between politicians, officials, academics and professionals on key concepts related to forms of administrative organization of the State and in relation to the categorization of the various subjects who directs their actions. Settle these differences contribute to the implementation of the modernization of the State. It is also necessary to distinguish conceptually between different degrees of protection can be invoked by natural and legal persons in the administration. To help settle these conceptual differences, we will (...) propose some key definitions related to governance, from a literature review and analysis of the actions of the state. (shrink)

This article attempts to open the debate on a territorial development perspective that fixes the interest in organized territories that are characterized by the existence of a community with a local identity, politically and administratively regulated. We conceive these territories as subjects of development promotion interventions. For this we propose a model for the creation of Municipal Development Forums, which with the participation of local actors, can generate a tailor-made Local Development Program. The development program will consider a diagnosis of (...) the productive profile of the territory and its relationship with the characteristics and origin of goods or services consumed at the municipality. Based on the diagnosis, the causes of the decoupling between the local production system and consumption needs can be detected. And with this, find a way to readjust local production systems to meet the demand for goods and services of the inhabitants, generating new companies and encouraging local consumption. (shrink)

in the present work we analyze the new concepts and theories related to the activity of Design Management, which focus on the experiences of people and the particular characteristics of each one of them. Specifically, from an Industrial Design perspective, the scope and relationships between these conceptual definitions —now made visible— that always belonged to the field of design of the discipline will be studied, trying to identify how they influence innovation and product development. Finally, it will conclude about its (...) strategic relevance for public and private organizations, and the incorporation to the set of professional activitie. (shrink)

This article seeks to establish the development of rural communities, with up to 500 inhabitants, with the creation of a Rural Tourism Development Forum and a Tourism Development Program with local identity. It is proposed to capitalize on cultural assets and local knowledge, to strengthen the profile and tourist circuits, local services and enterprises, agro-tourism and other related economic and social activities. The objective is to contribute to territorial tourism development from an innovative perspective, which, based on the efficient use (...) of local resources, generates employment and improves the quality of life of its inhabitants, capitalizing on the advantages of tourist activity. The methodology used consisted in analyzing the problems of local development, identifying the obstacles and conceiving tourism as a solution and sustenance that allowed the elaboration of the model. (shrink)

Nicholas of Cusa.--The academic scholar.--Leonardo da Vinci.--Sir Thomas More.--Machiavelli.--Erasmus, Luther, and Dürer.--Michelangelo.--Copernicus.--Montaigne.--Paracelsus, Kepler, and Boehme.--Galileo.--Hakluyt.--Giordano Bruno.--Recommended further reading (p. 277-281).

Propositions are defined by abstraction from an equivalence relation on sentences. The equivalence is synonymy. The resulting view, Propositional Abstractionism, has roots in Frege’s work, and considerable advantages over competitors. The key to the advantages is that Propositional Abstractionism puts language first. Consequently, in metaphysics, granularity debates benefit from linguistic evidence; in logic, abstraction is a safeguard against higher-order paradoxes; in epistemology, questions of knowledge of propositions can be approached as questions about semantic competence. These benefits form a package that (...) make Propositional Abstractionism a compelling hypothesis. (shrink)

In this paper, I discuss the currently most popular argument for alethic pluralism, maintaining that the so-called scope problem provides no compelling reason for abandoning the traditional view that truth is one and the same (substantive) property across the various regions of thought or discourse in which it is ascribed or denied to the things we think or say. I disarm the argument by showing that the scope problem does not arise for a number of non-deflationary, monistic views of truth (...) that meet certain semantic and metaphysical constraints, for one can accept any of these views and provide a plausible account of the fact that mental and linguistic tokenings belonging to different regions of discourse involve radically different ways of engaging with reality? from detecting pre-existing facts to constituting them. (shrink)

El tema de este trabajo es el benchmarking en el sector público. Esta investigación, parte del interés por analizar la importancia que ha cobrado el benchmarking en el sector como herramienta de mejora e innovación de la gestión pública donde los Estados comprometen esfuerzos para conseguir calidad, eficiencia y eficacia en los servicios que presta. En esta lógica se inscribe el principal objetivo, que consiste en realizar aportes y propuestas, para la implementación de herramientas de benchmarking en las dimensiones transversales (...) y regionales del Estado de la Provincia de Buenos Aires. El estudio es exploratorio y descriptivo, emplea una metodología cualitativa que combina un análisis bibliográfico para la elaboración del marco teórico y la definición de los tipos y dimensiones del benchmarking, con la identificación y descripción de experiencias a partir de la evidencia empírica relevada. El punto de partida teórico, se estructura en base a los modelos y enfoques desarrollados por Robert Camp, Michael Spendolini, Rolf Pfeiffer y Fernando Marchitto. Este marco conceptual, permite examinar distintas prácticas institucionales de los niveles subnacional, nacional e internacional. (shrink)

¿De qué hablamos cuando decimos Diseño Sustentable? El diseño sustentable podría definirse como el diseño que tiene en cuenta los aspectos ambientales en todos los niveles de producción. Así mismo, persigue el objetivo de fabricar productos que aporten el menor impacto posible en el ecosistema a lo largo de todo el ciclo de vida. Es muy difícil encontrar productos de consumo que cumplan puntualmente con los Preceptos del eco diseño y que sean exitosos en el mercado. Ante esta situación es (...) necesario revisar los aspectos involucrados en la concepción de un nuevo producto: ¿El rol del diseñador es el adecuado?, ¿Existe una seria y responsable conciencia por parte de los empresarios para llevar adelante un proyecto de eco diseño?, ¿Son los productos eco lo suficientemente atractivos para captar la atención de los consumidores? (shrink)

This book gathers experiences, reflections and new pedagogical proposals that are being incorporated to the teaching practices, in different levels of the technical education in our countries. The authors' interventions, which cover different perspectives and depth, allow us to understand and evaluate: the trajectories that technical education has had since its origins with the advances and setbacks it has experienced with political, economic and productive changes; the methodologies to incorporate the new models of industrial production; the experiences of education for (...) entrepreneurship; and, technical-professional education in development processes. (shrink)

The subject of this book is benchmarking in the public sector and part of the interest is to analyze the importance that benchmarking has acquired in this sector - as a tool for improving and innovating public administration - when states strive for quality, efficiency and effectiveness of the services offered. The study is exploratory and descriptive and uses a qualitative methodology that combines a bibliographic analysis to develop the theoretical framework and the definition of the types and dimensions of (...) benchmarking with the identification and description of the experiences from the empirical data studied. A special chapter discusses the importance, scope and dimensions of product design benchmarking (comparative assessment of product design or industrial design) for government assessment of design and development of new products for micro, small and medium-sized manufacturers. Our approach covers the various policies and measures to support Micro, Small and Medium Industries (MiPyMIs) implemented by sub-national states. (shrink)

The theme of this book is benchmarking in the public sector and part of the interest to analyze the importance that benchmarking has gained in the sector -as a tool for improvement and innovation of public management- where States commit efforts to achieve quality, efficiency and effectiveness in the services it provides. The study is exploratory and descriptive, employing a qualitative methodology that combines a bibliographic analysis for the elaboration of the theoretical framework and the definition of the types and (...) dimensions of benchmarking, with the identification and description of experiences from the empirical evidence surveyed. In a special chapter, the importance, scope and dimensions of benchmarking of product design (comparative evaluation of product design or industrial design) is discussed for the state assessment in design and development of new products for micro, small and medium producers. Our approach includes the different policies and actions to support Micro, Small and Medium Industries (MiPyMIs), which are undertaken from subnational states. RESUMEN. El tema de este libro es el benchmarking en el sector público y parte del interés por analizar la importancia que ha cobrado el benchmarking en el sector –como una herramienta de mejora e innovación de la gestión pública– donde los Estados comprometen esfuerzos para conseguir calidad, eficiencia y eficacia en los servicios que presta. El estudio es exploratorio y descriptivo, emplea una metodología cualitativa que combina un análisis bibliográfico para la elaboración del marco teórico y la definición de los tipos y dimensiones del benchmarking, con la identificación y descripción de experiencias a partir de la evidencia empírica relevada. En un capítulo especial se trata la importancia, alcances y dimensiones del benchmarking of product design (evaluación comparada de diseño de producto o diseño industrial) para el asesoramiento estatal en diseño y desarrollo de nuevos productos a micro, pequeños y medianos productores. Nuestro enfoque comprende a las distintas políticas y acciones de apoyo a las Micro, Pequeñas y Medianas Industrias (MiPyMIs), que se emprenden desde los Estados subnacionales. (shrink)

This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work. This work is in the public domain (...) in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant. (shrink)

"Contents: " "Man Without Letters." Newton, the Enigma. Paolo Toscanelli and His Friends. Alessandro Volta. Galileo Today. Necessity, Contingency, and Natural Law. Prologue to Parmenides. Galileo and Oppenheimer. The Role of Art in the Scientific Renaissance. The Italian Novel Today--A Note on Realism. The Seventeenth-Century Legacy: Our Mirror of Being. Philolaos in Limbo, Or: What Happened to the Pythagoreans? Paralipomena of the Future. Vico and Descartes. Eudodux and Plato: A Study in Chronology. "Scientific Rationalism." Einstein (pour le decennal de sa (...) mort). Les Grandes Doctrines Cosmologiques. De Bruno a Leibnitz. Postface a Galilee; Les Suites de l'Affaire. La Storia da Riscrivere. Fato Antico--Fato Moderno. Salvemini. Il Rovescio della Medaglia. (shrink)

This paper aims to explain how the insights Weyl gleaned from Husserl played an important role in his scientific work, and then how Einstein’s major work exhibit important parallels to Weyl’s work, thereby establishing phenomenology both as an indirect historical influence and a systematic underpinning for Einstein’s work in theoretical physics. In so doing, this paper seeks to show how some of the most basic problems that Einstein addresses have a kinship not just to problems addressed in a completely different (...) context by Edmund Husserl’s phenomenology and his circle, but also to perennial problems in ontology and epistemology that go back to Kant, Hume and Leibniz. The conclusion seems to suggest that it not only shows how phenomenology both historically and systematically provides a backdrop for Einstein’s work; my thesis actually situates issues in twentieth-century scientific thought against the backdrop of a philosophical development, and perhaps the most original idea of this study consists not just in showing how phenomenology influenced Einstein, but also how Einstein’s work on relativity had an important influence on the work of Edmund Husserl in Crisis of European Sciences and in his later works. (shrink)

The Italian philosopher Giorgio Agamben has always been an original reader of texts, understanding their many rich and multiple historical, aesthetic, and political meanings and effects. In Profanations, Agamben has assembled for the first time some of his most pivotal essays on photography, the novel, and film. A meditation on memory and oblivion, on what is lost and what remains, Profanations proves yet again that Agamben is one of the most provocative writers of our time. In ten essays, Agamben (...) ponders a series of literary and philosophical problems: the relation among genius, ego, and theories of subjectivity; the problem of messianic time as explicated in both images and lived experience; parody as a literary paradigm; and the potential of magic to provide an ethical canon. The range of topics and themes addressed here attest to the creativity of Agamben's singular mode of thought and his persistent concern with the act of witnessing, sometimes futile, sometimes earth-shattering: the talking cricket in Pinocchio; "helpers" in Kafka's novels; pictorial representations of the Last Judgment, of anonymous female faces, and of "Rosebud," the infamous object of obsession in Citizen Kane. "In Praise of Profanity," the central essay of this small but dense book, confronts the question of profanity as the crucial political task of the moment. An act of resistance to every form of separation, the concept of profanation reorients perceptions of how power, consumption, and use interweave to produce an urgent political modality and desire: to profane the unprofanable. Agamben not only provides a new and potent theoretical model but describes it with a writerly style that itself forges inescapable links among literature, politics, and philosophy.Giorgio Agamben is Professor of Aesthetics at the University of Venice. His many publications include Homo Sacer: Sovereign Power and Bare Life, Remnants of Auschwitz: The Witness and the Archive, The Coming Community, and State of Exception. (shrink)

English, French, German, and Italian, with summaries in the same languages.

What is a paradigm? -- Theory of signatures -- Philosophical archeology.