The Air Quality Index (AQI) shows the state of air pollution in a unique and more understandable way. This work aims to forecast the AQI in Algeciras (Spain) 8 hours in advance. The AQI is calculated indirectly through the predicted concentrations of five pollutants (O3, NO2, CO, SO2 and PM10) to achieve this goal. Artificial neural networks (ANNs), sequence-to-sequence long short-term memory networks (LSTMs) and a newly proposed method combing a rolling window with the latter (LSTMNA) are employed as the (...) forecasting techniques. Besides, two input approaches are evaluated: using only the data from the own time series of the pollutant in the first case or adding exogenous variables in the second one. Several window sizes are employed (24, 28 and 72 hours) with ANNs and LSTMNAs. Additionally, several feature ranking methods are applied in the exogenous approach to select the most relevant lagged variables to feed the models. Results show how the proposed exogenous approach increases the performance of the prediction models. Besides, the newly proposed method LSTMNA provides the best performances in most of the cases evaluated. Hence, it constitutes an exciting alternative to standard LSTMs and ANNs to predict pollutants concentrations and, consequently, the AQI. (shrink)

Participar del món es deté en alguns dels temes clau sobre els quals la filòsofa Hannah Arendt va escriure entre 1941 i 1945 a la revista estatunidenca Aufbau: la gratitud, les figures jueves de la pària i la forana, l’autoemancipació i la qüestió jueva i àrab a Palestina. Participar del món no sols té el valor de rescatar el desconegut perfil sionista d’Hannah Arendt, sinó que també és la primera traducció íntegra dels articles publicats a Aufbau i de les actes (...) del Jove Grup Jueu que Arendt va posar a funcionar el 1942. (shrink)

Las memorias del 2001 en los sectores populares del Gran Buenos Aires se enfocan en los saqueos de diciembre y, en especial, en los rasgos de quién participó de ellos. Así, pueden ser estudiadas como desplazamientos en términos de proximidades y distancias respecto a la figura del saqueador. Si bien todos los entrevistados comparten una representación de dicha figura bajo el predominio de la lejanía, las modalidades de elaboración de esta memoria se encuentran segmentadas según el impacto de la crisis (...) en la trayectoria laboral del sujeto y los usos del espacio local. (shrink)

The figure of the “double” or the other self is an important topic in the history of literature. Many centuries before Jean Paul Richter coined the term, “doppelgänger,” at the beginning of the Romantic Movement in the year 1796, it is possible to find the figure of the double in myths and legends. The issue of the double emphaszses the contradictory character of the human being and invokes a sinister dimension of the psychological world, what has been called in German (...) as “umheimlich.” However, does multiciplicity always involve pathology? Related to this figure in literary history, a new perspective from clinical psychology called “dialogical self” defines the self as a multi-voice reality. Along the same line, postmodernist psychology considers the self a discursive construction. From these perspectives, the “self” is situated a long way away from the classical essential conception of the self. In this paper, we review briefly some important landmarks of the figure of the double in the literature, and we compare the coincidences of the “double” experiencies described in literature with the experiences of our patients. Finally, we discuss how this literary tradition can help us to understand new psychological perspectives. (shrink)

An experimental study was designed to analyze the effect of school-based training in self-regulation learning strategies on academic performance. Class-level variables were considered and the effects of the intervention were measured at the end of the intervention and 3 months later. A sample of 761 students from 3rd and 4th grades, from 14 schools, participated in the study. Data were analyzed using three-level analysis with within-student measurements at level 1, between-students within-classes at level 2, and between-classes at level 3. Data (...) showed a positive effect of the intervention on student performance, both at post-test and at follow-up considering the four school subjects together. However, the effect was significant just at follow-up when subjects were considered separately. Student performance was significantly related to the students’ variables and the context. Finally, students’ gender and level of reading comprehension, as well as the teacher’s gender, were found to moderate the effect of the intervention on students’ academic performance. Two conclusions were highlighted: first, data emphasize the importance of considering time while conducting intervention studies. Second, more teaching experience does not necessarily translate into improvements in the quality of students’ instruction. (shrink)

Business Ethics: A European Review, EarlyView.

Many faces of consciousness -- Ethics, religion, and the identity of self -- States of mind -- Why hearts don't love and brains don't pump -- EEG : a window on the mind -- Dynamic patterns as shadows of thought -- Networks, waves, and resonant binding -- The limits of science : What do we really know? -- Modern physics, cosmology, and consciousness -- The weird behavior of quantum systems -- Ontological interpretations of quantum mechanics -- Does the brain create (...) the mind? (shrink)

Contemporary biological research has suggested that some host–microbiome multispecies systems (referred to as “holobionts”) can in certain circumstances evolve as unique biological individual, thus being a unit of selection in evolution. If this is so, then it is arguably the case that some biological adaptations have evolved at the level of the multispecies system, what we call hologenomic adaptations. However, no research has yet been devoted to investigating their nature, or how these adaptations can be distinguished from adaptations at the (...) species-level (genomic adaptations). In this paper, we cover this gap by investigating the nature of hologenomic adaptations. By drawing on the case of the evolution of sanguivory diet in vampire bats, we argue that a trait constitutes a hologenomic adaptation when its evolution can only be explained if the holobiont is considered the biological individual that manifests this adaptation, while the bacterial taxa that bear the trait are only opportunistic beneficiaries of it. We then use the philosophical notions of emergence and inter-identity to explain the nature of this form of individuality and argue why it is special of holobionts. Overall, our paper illustrates how the use of philosophical concepts can illuminate scientific discussions, in the trend of what has recently been called metaphysics of biology. (shrink)

Do plants represent according to Kant? This is closely connected to the question of whether he held plants are alive, because he explains life in terms of the faculty to act on one’s own representations. He also explains life as having an immaterial principle of self-motion, and as a body’s interaction with a supersensible soul. I argue that because of the way plants move themselves, Kant is committed to their being alive, to their having a supersensible ground of their self-activity, (...) and to their having desires (although these are not conscious). This has important ramifications for Kant’s teleology and philosophy of mind. (shrink)

In this essay I examine Kant's analogy with life from §65 of the Critique of the power of Judgment. I argue that this analogy is central for understanding his notion of a natural end, for his account of the formative power of organisms in the third Critique, and for situating Kant's account of this power in relation to the Lebenskräfte of the vitalists.

Bourrat and Griffiths :33, 2018) have recently argued that most of the evidence presented by holobiont defenders to support the thesis that holobionts are evolutionary individuals is not to the point and is not even adequate to discriminate multispecies evolutionary individuals from other multispecies assemblages that would not be considered evolutionary individuals by most holobiont defenders. They further argue that an adequate criterion to distinguish the two categories is fitness alignment, presenting the notion of fitness boundedness as a criterion that (...) allows divorcing true multispecies evolutionary individuals from other multispecies assemblages and provides an adequate criterion to single out genuine evolutionary multispecies assemblages. A consequence of their criterion is that holobionts, as conventionally defined by hologenome defenders, are not evolutionary individuals except in very rare cases, and for very specific host-symbiont associations. This paper is a critical response to Bourrat and Griffiths’ arguments and a defence of the arguments presented by holobiont defenders. Drawing upon the case of the hologenomic basis of the evolution of sanguivory in vampire bats, I argue that Bourrat and Griffiths overlook some aspects of the biological nature of the microbiome that justifies the thesis that holobionts are evolutionarily different to other multispecies assemblages. I argue that the hologenome theory of evolution should not define the hologenome as a collection of genomes, but as the sum of the host genome plus some traits of the microbiome which together constitute an evolutionary individual, a conception I refer to as the stability of traits conception of the hologenome. Based on that conception I argue that the evidence presented by holobiont defenders is to the point, and supports the thesis that holobionts are evolutionary individuals. In this sense, the paper offers an account of the holobiont that aims to foster a dialogue between hologenome advocates and hologenome critics. (shrink)

The hologenome concept of evolution is a hypothesis about the evolution of animals and plants. It asserts that the evolution of animals and plants was partially triggered by their interactions with their symbiotic microbiomes. In that vein, the hologenome concept posits that the holobiont (animal host + symbionts of the microbiome) is a unit of selection. -/- The hologenome concept has been severely criticized on the basis that selection on holobionts would only be possible if there were a tight transgenerational (...) host-genotype-to-symbiont-genotype connection. As our current evidence suggests that this is not the case for most of the symbiont species that compose the microbiome of animals and plants, the opportunity for holobiont selection is very low in relation to the opportunity for selection on each of the species that compose the host microbiome. Therefore, holobiont selection will always be disrupted ‘from below’, by selection on each of the species that compose the microbiome. -/- This thesis constitutes a conceptual effort to defend philosophically the hologenome concept. I argue that the criticism according to which holobiont selection requires tight transgenerational host-genotype-to-symbiont-genotype connection is grounded on a metaphysical view of the world according to which the biological hierarchy needs to be nested, such that each new level of selection includes every entity from below. Applied to hologenomes, it entails that the hologenome is a collection of genomes, and selection of hologenomes is assumed to entail cospeciation of the host with the species that constitute its microbiome. -/- Against that interpretation, I propose the ‘stability of traits’ account, according to which hologenome evolution is the result of the action of natural selection in a non-nested hierarchical world. In that vein, hologenome evolution does not entail cospeciation, and thus it does not require tight transgenerational host-genotype-to-symbiont-genotype connection. By embracing a multilevel selection perspective, I argue that hologenome evolution results from the simultaneous action of natural selection on each of the lineages that compose the microbiome, and on the assemblage composed by the host genome plus the functional traits of its microbiome. Hologenome selection occurs when the evolution of the traits of the microbiome result from their effects on the fitness of the host, and it can take the form of multilevel selection 1, or multilevel selection 2. In both cases, hologenome selection entails the evolution of microbiome traits, as well as evolution of the host genome, rather than cospeciation of lineages. (shrink)

Este trabajo realiza un estudio metafísico sobre la noción de contacto en términos de límites a partir de una ontología de objetos materiales. Dos cosas están en contacto cuando sus límites (o partes de ellos) se topan espacialmente. Las tesis relacionista y la substantivista sobre la naturaleza del espacio son evaluadas en sus compromisos respecto a la idea de contacto. Sin embargo, puesto que considerando algunos descubrimientos de la física cuántica es posible descartar la idea de contacto físico, la discusión (...) requiere ser trasladada a un espacio topológicamente continuo. Aquí la idea de contacto requiere solucionar la compatibilidad entre la existencia de un espacio continuo y la existencia de límites como un tipo de discontinuidad. Cuatro tesis son evaluadas: clásica, superposición, brecha, y coincidencia. Esta última es defendida puesto que, a diferencia de las otras, no renuncia a características ontológicas fundamentales de un límite y es la menos arbitraria sobre su pertenencia. (shrink)

La ciencia de la política en el siglo veinte ha llegado a una difícil situación. La vida ha sufrido convulsiones inesperadas mientras que la ciencia que debía entender lo sucedido ha quedado apresada por la perplejidad y pos sus fracasos en la predicción y explicación de los acontecimientos. En tono crítico, el autor mantiene que "una ciudadanía de hombres y mujeres vigilantes es un dogma nuevo que no debe pasar desapercibido". La emancipación colonial, el holocausto, la caída del muro de (...) Berlín y las transformaciones vertiginosas de la tecnología han arrastrado a la ciencia política y a sus investigadores a una situación comprometida. En este libro, el autor reconstruye la teoría política del siglo veinte a través de sus grandes maestros y reclama un saber que no se separe de los hombres y mujeres que dan vida a la política cotidiana y real. (shrink)

While punishment is a longstanding object of philosophical scrutiny, other controversial aspects of the justice system, such as policing, have flown under the radar. In this paper, we consider possible reasons why philosophers interested in crime and punishment have neglected policing. We make the case for a broader account of the political morality of the justice system, with a particular emphasis on policing. We sketch the outlines of an egalitarian version of such a theory, highlighting parallels between policing and the (...) welfare state. Finally, we turn to recent calls for police abolition. Evaluating such radical claims requires, we argue, going beyond the traditional confines of the philosophy of punishment and considering a more holistic and interdisciplinary theory of criminal justice. (shrink)

The units or levels of selection debate concerns the question of what kind of biological systems are stable enough that part of their evolution is a result of the process of natural selection acting at their level. Traditionally, the debate has concerned at least two different, though related, questions: the question of the level at which interaction with the environment occurs, and the question of the level at which reproduction occurs. In recent years, biologists and philosophers have discussed a new (...) aspect of this debate, namely the possibility that certain multi-species consortia formed by a host and its microbiome may act as a unit of selection. This thesis, however, has not been without criticism, as it is doubtful that such consortia could meet the conditions required to achieve the degree of stability that would allow them to experience natural selection. The purpose of this paper is to systematically examine such criticisms and to defend the thesis that the holobiont/hologenome can act as a genuine level of selection both in the form of an interactor and in the form of a reproducer. To do so, it will be argued that the microbiome should be characterized in functional rather than taxonomic terms. (shrink)

Introduction to mind and brain -- The science and philosophy of mind -- A brief look into brain structure and function -- States of mind -- Signatures of consciousness -- Rhythms of the brain -- Brain synchrony, coherence, and resonance -- Networks of the brain -- Introduction to the hard problem -- Multiscale speculations on the hard problem -- Glossary.

Despite recent research showing that children rapidly interpret human action in terms of intention, a long tradition of empirical research on moral development and recent conceptual analyses of the deontic domain suggest that children do not apply their understanding of intention to the deontic domain. However, two experiments are described showing that children do make that connection. Preschool children heard stories in which a protagonist was obliged to meet a particular condition if an action was to be taken (e.g. obliged (...) to wear a coat if playing outside). When shown four pictures depicting each possible combination of: (1) the protagonist either performing the action or not, and (2) deliberately or accidentally failing to meet the obligation, children appropriately identified the protagonist as naughty when he or she was depicted as deliberately not meeting the obligation while performing the action. The findings proved to be robust across two different cultural settings. Implications for research on children’s developing theory of mind and their understanding of deontic concepts are discussed. (shrink)

This article analyses the sign systems or semiotic models that make up the meaning of a double face or mask drawing in the pre-Columbian rock art of Colombia, also discussing two human figures with depicted faces associated with the main picture. The sample of rock art was detected on the walls of the Chicamocha Canyon at the Mirador de Barcenas site in the Santander Department in Northeast Colombia. Its origin is attributed to the Guane chiefdom. We hold as a central (...) argument that this face and its gestures were part of a sign system or visual semiosphere that spread along the banks of the Chicamocha Canyon. However, the image shared some semiotic models and visual communication strategies with societies that inhabited areas in central Colombia located hundreds of kilometers away from the site studied. We support this claim because the forms, the use of the space in the images, and the gestures of a hieratic character appear both in the faces of the petroglyphs of the Huila Department as well as in some pre-Hispanic gold masks from the Cundinamarca region. The images of the rock art faces were analysed using a visual semiotic model based on the suggestions of the Mu group and analyses by Felix Thurleman and Jean Marie Floch. The analysis was complemented by Jacques Fontanille’s proposal for the levels of semiotic relevance, with Juri Lotman’s concept of the semiosphere employed as a key concept. (shrink)

La dimensión ética respecto al uso de la inteligencia artificial es hoy un debate obligado en diversas áreas del conocimiento. Los beneficios de la IA en la educación son innegables, sin embargo, invitan a los educadores a una reflexión profunda respecto a los objetivos que se espera alcanzar en los aprendizajes, así como a los riesgos que este tipo de tecnología presenta. A través de una revisión bibliográfica sobre los alcances éticos en educación, se constata la existencia de diversas regulaciones (...) que, desde la perspectiva humanista, apuntan a un uso responsable, sin perder de vista que el fin último es la persona y su dignidad. La ética corre tras los avances tecnológicos, pues la reflexión sobre el uso adecuado de ellas no logra anticiparse a su rápida implementación. Unesco y el Consenso de Beijing señalan que la IA debe estar al servicio de la educación y que es crucial promover una utilización equitativa e inclusiva, transparente y responsable. Generar confianza debe ser el pilar fundamental de esta construcción ética, por ello exige que los líderes escolares y los docentes reflexionen la finalidad del uso; se promueva una adecuada capacitación; se identifiquen beneficios y riesgos y se incorpore a toda la comunidad educativa. (shrink)

Cacao cultivation is one of the most important livelihoods for rural households in Colombia, where it is promoted as a substitute for the illegal cultivation of coca. To strengthen Colombian cacao farming, it is important to understand the livelihood strategies associated with cacao cultivation and the impact of these different strategies on the well-being of Colombian rural households. We analyzed the impact of cacao cultivation on the livelihood strategies and well-being of rural households in western Colombia. Research with 92 rural (...) cacao-growing households produced a typology of household livelihood strategies derived from their approach to cacao production. Indicators of each household capital and level of well-being were identified for each type of households. Correlations between the capitals and the capitals of greater importance in shaping the well-being of rural households were analyzed. Three types of rural households were identified: Cacao Farmers, Diversified Farmers with Cacao, and New Cacao Farmers. Cacao farmers have the highest capitals endowments and level of well-being, followed by Diversified Farmers with Cacao, and New Cacao Farmers. The conditions of cacao cultivation in rural households result in differentiated access to resources from capitals; households with better development of the crop have consolidated greater well-being where human capital has been its major driving factor. Success of the cacao crop and its relationship with well-being of rural households depends on the convergence of different capital resources. Thus, institutional efforts to strengthen the cacao sector in Colombia must go beyond investment to establish new hectares and consider aspects such as: Strengthening the skills and knowledge of producers to improve crop management practices, Promoting the participation of household members in associations, Stimulating sensitivity to the rooting and sustainable management of the crop, and Promoting processes of technification and adaptation of the infrastructure of fermenters and dryers, which will make it possible to guarantee an adequate quality of the cacao bean. (shrink)

Despite recent research showing that children rapidly interpret human action in terms of intention, a long tradition of empirical research on moral development and recent conceptual analyses of the deontic domain suggest that children do not apply their understanding of intention to the deontic domain. However, two experiments are described showing that children do make that connection. Preschool children heard stories in which a protagonist was obliged to meet a particular condition if an action was to be taken (e.g. obliged (...) to wear a coat if playing outside). When shown four pictures depicting each possible combination of: (1) the protagonist either performing the action or not, and (2) deliberately or accidentally failing to meet the obligation, children appropriately identified the protagonist as naughty when he or she was depicted as deliberately not meeting the obligation while performing the action. The findings proved to be robust across two different cultural settings. Implications for research on children’s developing theory of mind and their understanding of deontic concepts are discussed. (shrink)

A critical discussion of Lu-Adler's chapter on Kant's mature view of pure general logic. I sketch an alternative interpretation of its formality on which Kant would hold no deduction is possible of this logic's laws.

Este estudio es una aproximación al tema del trabajo desde el pensamiento sociológico de Zygmunt Bauman. Uno de los textos más conocidos de Bauman al respecto es Trabajo, consumismo y nuevos pobres; sin embargo, este es un tema que el sociólogo trata en otras obras. Aquí se pretende dar una visión en la que se tienen en cuenta la globalidad de sus escritos. Además, se dan unas claves que permiten comprender el enfoque que Bauman tiene del trabajo: se hace una (...) breve explicación de su perspectiva sociológica y de la importancia de la modernidad en su pensamiento. Por último, se expone cómo el trabajo cambia de sentido e importancia en la modernidad sólida y en la líquida. (shrink)

Recent research in philosophy of science has shown that scientists rely on a plurality of strategies to develop successful explanations of different types of phenomena. In the case of biology, most of these strategies go far beyond the traditional and reductionistic models of scientific explanation that have proven so successful in the fundamental sciences. Concretely, in the last two decades, philosophers of science have discovered the existence of at least two different types of scientific explanation at work in the biological (...) sciences, namely: mechanistic and structural explanations. Despite the growing evidence about the radically different nature of these two types of explanation, no inquiry has been conducted to date to determine the ontological reasons that might underlie these differences, nor the way in which these types of explanations can be systematically related with each other. Here, we aim to cover this gap by connecting this plurality of research strategies with the existence of emergent levels of reality. We argue that the existence of these different—and apparently incompatible—explanatory strategies to account for biological phenomena derives from the existence of “ontological jumps” in nature, which generate different regimes of causation that in turn demand the development of different explanatory frameworks. We identify two of these strategies—mechanistic modelling and network modelling—and connect them to the existence of two ontological regimes of causation. Finally, we relate them with each other in a systematic way. In this vein, our paper provides an ontological justification for the plurality of explanatory strategies that we see in the life sciences. (shrink)