In this research work a novel two-step system for anomaly detection is presented and tested over several real datasets. In the first step the novel Exploratory Projection Pursuit, Beta Hebbian Learning algorithm, is applied over each dataset, either to reduce the dimensionality of the original dataset or to face nonlinear datasets by generating a new subspace of the original dataset with lower, or even higher, dimensionality selecting the right activation function. Finally, in the second step Principal Component Analysis anomaly detection (...) is applied to the new subspace to detect the anomalies and improve its classification capabilities. This new approach has been tested over several different real datasets, in terms of number of variables, number of samples and number of anomalies. In almost all cases, the novel approach obtained better results in terms of area under the curve with similar standard deviation values. In case of computational cost, this improvement is only remarkable when complexity of the dataset in terms of number of variables is high. (shrink)

SíNTESE - Partindo de um exame mais cuidadoso e de uma leitura menos linear das fontes, o artigo procura mostrar que as concepções adornianas a respeito da arte na era da técnica, embora críticas, revelam uma abertura dialética, não se deixando prender a dogmas e preconceitos, conforme pretendem seus adversários.

Aristóteles y G.E. Moore, los dos fundadores de la filosofía moral en épocas diferentes, son una especie de símbolo del combate que esta disciplina ha debido librar entre la Escila de un intelectualismo extremo y la Caribdis de un antiintelectualismo igualmente extremo. Los dos han luchado en pro de cierto cognitivismo en materia ética ¿Han escapado por ello a las tentaciones y a los reclamos del no-cognitivismo? ¿Y cuál de los dos se halla más cerca de la vida moral, tal (...) como ella transcurre realmente? ¿Cuál es el lugar efectivo de la razón en ésta y en la ética que la piensa? El autor investiga estas cuestiones en su obra, dedicadas, respectivamente, al dominio, las metas y los métodos de la filosofía moral. (shrink)

A reality-design gap in the conceptualization and practice of digital agriculture has been systematically reported in the literature. This condition is favored by the lack of understanding and inclusion of local worldviews around digital technologies. Informed by Amartya Sen’s capabilities approach, this study looks to bring stories of local appropriation to the spotlight. Based on a qualitative approach that included data collected through interviews with 73 households, the authors explored the way in which two selected communities of Colombian coffee growers (...) are engaged in the use of digital technologies in material and symbolic ways. Three emergent themes—a relational way of farming, (dis)connected machines, and nurtured families and communities – articulate multiple interactions between farmers, farms, institutional programs, and technologies, that originate local forms of digitalization (and non-digitalization). This study points out the relevant role of situated ideas of development in positioning technologies in or out of the farm, and broader digitalization agendas in or out of farmers’ life projects. At the same time, it presents a critique of notions of universality that drive unquestioned quests for technification. In contrast, building on a relational perspective, this study calls for embracing a perspective of multiplicity within notions of development and innovation. (shrink)

The Colombian conflict seems a typical instantiation of a “greedy war”and exhibits very strong links between criminal economic activities and rebel organizations. On the contrary, the author suggests that not even in Colombia does the “criminal rebels” thesis hold. On the other hand, the Colombian case shows that criminality and war mix in ways that escape a strictly economic interpretation of war.

Resumo: Pretendemos pensar as relações entre arte e sociedade, tendo sempre em mente a tensão irredutível entre a autonomia e a heteronomia de uma em relação a outra. Para tanto, traçaremos uma análise dos argumentos principais a respeito dessa relação dialética, em dois momentos distintos da reflexão filosófica sobre o tema. Em um primeiro momento, traremos a defesa de uma certa autonomia da arte com referência não apenas à sociedade que a produz, como também aos valores morais que são ensinados (...) através dela, com as reflexões e, sobretudo, com as críticas de Nietzsche sobre suas interpretações da tragédia clássica, a partir principalmente de O Nascimento da Tragédia, para, em um segundo momento, poder traçar um paralelo dessa argumentação com a constatação de Adorno a respeito da instrumentalização e da comercialização da arte, no contexto contemporâneo, expondo algumas das críticas de Nietzsche realizadas no séc. XIX sobre as produções culturais gregas do séc. IV a. C. e contextualizando-as em relação aos fenômenos estéticos contemporâneos.: We examine the relationship of art to society, bearing in mind the irreducible tension between the autonomy and heteronomy of the one in relation to the other. To do so, we analyze the main arguments about this dialectical relationship in two distinct moments of philosophical reflection on the subject. First, we argue for a degree of autonomy of art in relation not only to the social context that produces it but also with respect to the moral values that are taught through it, as found in the critique of Nietzsche in his interpretation of classical tragedy, principally in his The Birth of Tragedy. We then draw a parallel between this argumentation and that of Adorno on the exploitation and marketing of contemporary art. In this context, we also discuss Nietzsche's critique of the cultural productions of Greece in the fourth century BC, and contextualize them in relation to contemporary aesthetic phenomena. (shrink)

The fate of cellular RNAs is largely dependent on their structural conformation, which determines the assembly of ribonucleoprotein (RNP) complexes. Consequently, RNA‐binding proteins (RBPs) play a pivotal role in the lifespan of RNAs. The advent of highly sensitive in cellulo approaches for studying RNPs reveals the presence of unprecedented RNA‐binding domains (RBDs). Likewise, the diversity of the RNA targets associated with a given RBP increases the code of RNA–protein interactions. Increasing evidence highlights the biological relevance of RNA conformation for recognition (...) by specific RBPs and how this mutual interaction affects translation control. In particular, noncanonical RBDs present in proteins such as Gemin5, Roquin‐1, Staufen, and eIF3 eventually determine translation of selective targets. Collectively, recent studies on RBPs interacting with RNA in a structure‐dependent manner unveil new pathways for gene expression regulation, reinforcing the pivotal role of RNP complexes in genome decoding. (shrink)

Los Servicios de Inteligencia en la fase que se extiende desde el final de la guerra civil hasta el fallecimiento del General Franco sufrieron, como es lógico, las vicisitudes propias de una organización que estuvo sometida, en un principio, a la situación mundial, derivada del desarrollo de la Segunda Guerra Mundial y ala precariedad de medios, humanos y materiales, fundamentalmente hasta la década de los años 70, que se derivaban de la propia situación nacional. En sus orígenes estuvieron obligados a (...) mantener una estructura similar a la existente durante la guerra civil, como consecuencia del desarrollo de la guerra en Europa…. (shrink)

Hospitality can be considered a key institution in the social relationships in the ancient Mediterranean. To identify the people involved in a hospitality agreement, in certain contexts small objects were used in a similar way to a password, which the Greeks called symbolon and the Romans tessera hospitalis. We know how the latter were used thanks to Plautus' Poenulus. At least 64 pieces are currently known which may be identified as tesserae hospitales. All come from the Western Mediterranean. The majority (...) contain brief inscriptions, written in Etruscan, Latin, Greek, or Celtiberian. They share a series of common features, which impart a clear family resemblance beyond geographic, cultural, or linguistic borders. (shrink)

This essay explores the intersection of the reality of journey, present in the lives of so many recent immigrant Latinos/as, with the theme of journey as found in the Fourth Gospel. This exploration raises questions about what it means to live in the United States as a Latino/a as well as questions about the role of the plot of the Fourth Gospel in negotiating bicultural relations.

In this article Jason Brennan’s arguments about the moral duties relating to our practice of voting are examined. These arguments provide an epistocratic approach of politics and present a conception of abstention at four levels: abstention as a personal choice, as a moral responsibility, as a duty legally enforceable and as an obligation decided by lot. The contrast with John Stuart Mill’s positions helps to highlight the postdemocratic ambivalences and the latent paternalism behind Brennan’s rejection of massive voting and electoral (...) democracy. A deliberative, Millian-inspired understanding of abstention also allows questioning the assumption in Brennan’s successive proposals that there is no significant loss in overlooking the political valence of qualified abstention. (shrink)

Este artigo tem como objetivo fundamental apresentar o legado de Kant para as relações internacionais a partir dos artigos preliminares de À paz perpétua (1795). A maioria dos estudos foca sua atenção nos artigos definitivos, porém esquece de analisar a relevância daquilo que antecede. O ponto hipotético desta investigação é que sem os artigos preliminares, os artigos definitivos para a paz entre os povos não têm força suficiente. De um ponto de vista metodológico, este artigo está articulado em duas partes: (...) uma propedêutica sobre o legado da filosofia crítica objetivando reconsiderar a contribuição do autor em termos concretos para a filosofia preparando o caminho para À paz perpétua e, em seguida, uma abordagem focada nas contribuições dos artigos preliminares para a construção pacífica das relações internacionais. (shrink)

O artigo pretende examinar um aspecto ainda pouco explorado no parágrafo 36 de Além do bem e do mal (BM), a saber: a função e o alcance do princípio da economia para a apresentação da hipótese da vontade de poder. A pertinência do princípio se estabelece, ao menos, a partir de Ockham e Newton, que prescrevem a simplicidade como critério para a decisão entre teorias ou explicações concorrentes. O foco aqui, no entanto, será a adesão efetivada por Richard Avenarius e (...) Ernst Mach, que conduzem o princípio da economia ao centro metodológico de seus empreendimentos filosóficos e são relevantes fontes para o uso que Nietzsche faz do princípio em BM §36. Avalia-se, por fim, que Nietzsche promove a redução econômica e estratégica ao confronto de forças (ou vontades) como alternativa à redução empiriocrítica, restrita a uma compreensão físico-mecânica do mundo, de Avenarius e Mach. Pondera-se também, como contraexemplo do princípio da economia, o paralelismo psicofísico de Wundt. Em suas considerações finais, o artigo indica, como perspectiva para futuros trabalhos, algumas vantagens da abordagem da vontade de poder a partir do princípio em questão, em especial, uma renovada direção para o exame do problema da circularidade e autorreferência. (shrink)

Bernard Suits’ groundbreaking work, The Grasshopper: Games, Life, and Utopia, has profoundly shaped the philosophy of sport. Its sequel, Return of the Grasshopper: Games, Leisure, and the Good Life in the Third Millennium, released in October 2022, enriches scholarly understandings of Suits’ views on games, emphasizing the normative aspects of gameplay and its impact on people’s pursuit of the good life. In this book symposium, world-leading Suits scholars analyze the Suitsian conception of gameplay and its relevance to his views on (...) Utopia outlined in the sequel, covering a wide range of topics. Filip Kobiela explores counterfactual situations in Suits’ oeuvre. Christopher Bartel and Gwen Bradford scrutinize the ethical nature and ramifications of Suits’ claim that life is an unconscious game. R. Scott Kretchmar and John S. Russell present thoughtful critiques of Suits’ musings on Utopia. William J. Morgan’s contribution integrates contemporary work studies to illuminate Suits’ utopia. The symposium concludes with the editors, Francisco Javier Lopez Frias and Christopher Yorke, offering their perspectives on Suitsian Utopia, ethics, and metaethics. (shrink)

Resenha do Livro: EAGLETON, Terry. _Sobre o Mal_. Tradução de Fernando Santos. São Paulo: Editora Unesp, 2022, 152 p. ISBN 978-65-5711-142-0.

El presente ensayo explora el itinerario de la crítica que Nietzsche ejerció sobre el arte de Wagner en tres pasos. Primero, se trata de reconocer la juvenil admiración del filósofo por la ópera wagneriana entendida como un renacimiento del drama musical antiguo. Luego, se explora el tránsito hacia su desilusión en la clave de la influencia de Schopenhauer sobre Wagner. Finalmente, el ensayo remata en la crítica madura de Nietzsche sobre Wagner, donde se advierten los prolegómenos decimonónicos de la transformación (...) general del arte en espectáculo en el sentido contemporáneo. (shrink)

In this article, we identify various kinds of injustice at work in the global care chains by looking at the damages they entail and at some of their ties. Taking as our point of reference an invidious privileges dilemma that poses a real challenge to feminist theories, we analyze first the moral harm that, as Eva Kittay maintains, follows the fracturing of central, interpersonal and affective relationships of the women migrant workers. This specific moral harm of care relationships is not (...) reducible to other kinds of social injustice. These other kinds are identified by applying Nancy Fraser’s questioning of the frame problem to the global care chains. We can then talk of an interdependence of several genres or axes of injustice (maldistribution, misrecognition and misrepresentation) that work and intersect at several scales. (shrink)

El autor, tras apuntar las razones por las que el debate en la UE y en España continúa ignorando lo que él califica como significado radicalmente político del fenómeno migratorio, trata de argumentar las condiciones y las consecuencias del reconocimiento de la inmigración como cuestión (incluso, la cuestión) política. Se centra en particular en el problema del acceso de los inmigrantes a la ciudadanía, para proponer, como Rubio o Carens, un reconocimiento gradual (en tiempo y ámbito) pero meramente temporal -basado (...) en la residencia estable- de la ciudadanía a los inmigrantes que entiende como pieza de un concepto plural, múltiple e inclusivo de ciudadanía. (shrink)