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)

Evaluative markers of diminution and augmentation typically express quantity or intensity. Prior evidence suggests that they also convey emotions, although it remains unexplored as to whether this function is mediated by their role in expressing quantification/intensification. Here we investigated the effects of evaluative suffixes on the assessment of word affective properties by asking participants (N = 300) to score valence and arousal features for augmentatives, diminutives and base words with negative, positive or neutral valence. Diminutives and, to a lesser extent, (...) augmentatives were assessed more positively than base forms in negative words and more negatively than bases in positive words. The capacity of diminution to express attenuated emotions is in line with its function in conveying quantity. By contrast, valence effects for augmentatives suggests a role in expressing pejoration and amelioration that is not mediated by quantification. With regard to arousal, negative, neutral and positive augmentatives showed higher scores than base words, which, in addition, were also rated higher than diminutives. These incremental effects suggest that suffixes which convey larger quantity are also associated with increased arousal. Thus, with the exception of valence effects in augmentatives, it seems that evaluative suffixes encode both valence and arousal through quantification. (shrink)

En este artículo intentaremos demostrar que precisamente una aparente confusión de Plutarco, desconocemos si intencionada o no, nos puso en contacto con el sentido ordinario que el término "Biblioteke" tendrá posteriormente hasta la actualidad. Llegar a esta conclusión supone un detallado análisis de la fundación de la Biblioteca de Alejandría atendiendo a su punto de partida desde la aplicación de la filosofía aristotélica a la configuración no sólo de un espacio ordenado para libros sino de un ámbito imaginario de lectura (...) desde el que se establece el mundo de relaciones helenístico. Este monopolio que, como industria del libro, nace y se desarrolla con la filología alejandrina, por obra de Calimaco y sus Pínakes se convierte en una "guía" platónica para la generalización de la biblioteca como una entidad de posible reproducción en cualquier parte, cambiando así el primitivo sentido del término e incluso su función restringida a un solo lugar. Finalmente, un análisis preciso de la frase de Plutarco nos confirmará en esta interpretación. (shrink)

El Papa Francisco dice que la Iglesia quiere: “estudiar criterios y modalidades nuevas para que las mujeres no se sientan invitadas sino participantes a título pleno en los distintos ámbitos de la vida social y eclesial”. Llama a superar el modelo de “subordinación social” de la mujer al varón, e insiste en que “este desafío no se puede retrasar más”. Es evidente que ha llegado el momento de desbloquear las prevenciones y miedos para abordar este asunto, desde todos los aspectos (...) posibles y con la máxima honestidad. Un detenido análisis muestra que, en relación a la corresponsabilidad eclesial de las mujeres, hay contradicciones, lagunas y contrastes. (shrink)

One of the main challenges in medicine is to guarantee an appropriate drug supply according to the real needs of patients. Closed-loop strategies have been widely used to develop automatic solutions based on feedback variables. However, when the variable of interest cannot be directly measured or there is a lack of knowledge behind the process, it turns into a difficult issue to solve. In this research, a novel algorithm to approach this problem is presented. The main objective of this study (...) is to provide a new general algorithm capable of determining the influence of a certain clinical variable in the decision making process for drug supply and then defining an automatic system able to guide the process considering this information. Thus, this new technique will provide a way to validate a given physiological signal as a feedback variable for drug titration. In addition, the result of the algorithm in terms of fuzzy rules and membership functions will define a fuzzy-based decision system for the drug delivery process. The method proposed is based on a Fuzzy Inference System whose structure is obtained through a decision tree algorithm. A four-step methodology is then developed: data collection, preprocessing, Fuzzy Inference System generation, and the validation of results. To test this methodology, the analgesia control scenario was analysed. Specifically, the viability of the Analgesia Nociception Index as a guiding variable for the analgesic process during surgical interventions was studied. Real data was obtained from fifteen patients undergoing cholecystectomy surgery. (shrink)

Se plantea en este trabajo la distinción entre ciencia y filosofía, tanto desde un punto de vista metódico como desde otro temático. Frente a una posible fundamentación de la ciencia en la filosofía, se sugiere una posible conciliación de ambas, que mantenga su diferencia, en el conocimiento matemático.

This paper addresses a variant of the job shop scheduling problem with total tardiness minimization where task durations and due dates are uncertain. This uncertainty is modelled with intervals. Different ranking methods for intervals are considered and embedded into a genetic algorithm. A new robustness measure is proposed to compare the different ranking methods and assess their capacity to predict ‘expected delays’ of jobs. Experimental results show that dealing with uncertainty during the optimization process yields more robust solutions. A sensitivity (...) analysis also shows that the robustness of the solutions given by the solving method increases when the uncertainty grows. (shrink)

The journey through the history of nursing, and its philosophical and political influences of the moment, contextualizes the interest that arose about the nurse–patient relationship after World War II. The concept has always been defined as a relationship but, from a phenomenological approach based on a historical, philosophical, psychological and sociological cosmology, it is possible to re‐conceptualize it as ‘caring interaction’. Under the vision of aesthetics and sociopoetics, the object of nursing care is the most delicate, vulnerable and unrepeatable raw (...) material: the person, whose feelings and reciprocity, which must be considered. In addition, it involves the adoption of the socio‐critical paradigm, as it considers the importance of actively involving the person, not just patient anymore, or their family in the nursing cares, optimizing the reciprocity inherent to this interactivity. In short, our philosophical and epistemological approach to the concept of nurse–patient relationship proposes a new conceptualization of it as a caring interaction. (shrink)

Closed-loop administration of propofol for the control of hypnosis in anesthesia has evidenced an outperformance when comparing it with manual administration in terms of drug consumption and post-operative recovery of patients. Unlike other systems, the success of this strategy lies on the availability of a feedback variable capable of quantifying the current hypnotic state of the patient. However, the appearance of anomalies during the anesthetic process may result in inaccurate actions of the automatic controller. These anomalies may come from the (...) monitors, the syringe pumps, the actions of the surgeon or even from alterations in patients. This could produce adverse side effects that can affect the patient postoperative and reduce the safety of the patient in the operating room. Then, the use of anomaly detection techniques plays a significant role to avoid this undesirable situations. This work assesses different one-class intelligent techniques to detect anomalies in patients undergoing general anesthesia. Due to the difficulty of obtaining real data from anomaly situations, artificial outliers are generated to check the performance of each classifier. The final model presents successful performance. (shrink)

Automatic control of physiological variables is one of the most active areas in biomedical engineering. This paper is centered in the prediction of the analgesic variables evolution in patients undergoing surgery. The proposal is based on the use of hybrid intelligent modelling methods. The study considers the Analgesia Nociception Index to assess the pain in the patient and remifentanil as intravenous analgesic. The model proposed is able to make a one-step-ahead prediction of the remifentanil dose corresponding to the current state (...) of the patient. The input information is the previous remifentanil dose, the ANI variable and the electromyogram signal. Modelling techniques used are Artificial Neural Networks and Support Vector machines for Regression combined with clustering methods. Both training and validation were done with a real dataset from different patients. Results obtained show the potential of this methodology to calculate the drug dose corresponding to a given analgesic state of the patient. (shrink)

This work focuses on the application of machine learning techniques to assist the clinicians in the administration of analgesic drug during general anaesthesia. Specifically, the main objective is to propose the basis of an intelligent system capable of making decisions to guide the opioid dose changes based on a new nociception monitor, the analgesia nociception index. Clinical data were obtained from 15 patients undergoing cholecystectomy surgery. By means of an off-line study, machine learning techniques were applied to analyse the possible (...) relationship between the analgesic dose changes performed by the physician due to the hemodynamic activity of the patients and the evolution of the ANI. After training different classifiers and testing the results under cross validation, a preliminary relationship between the evolution of ANI and the dosage of remifentanil was found. These results evidence the potential of the ANI as a promising index to guide the infusion of analgesia. (shrink)

Trait emotional intelligence concerns our perceptions of our emotional abilities, that is, how good we believe we are in terms of understanding, regulating, and expressing emotions in order to adapt to our environment and maintain well-being. In this article, we present succinct summaries of selected findings from research on the location of trait EI in personality factor space, the biological underpinnings of the construct, indicative applications in the areas of clinical, health, social, educational, organizational, and developmental psychology, and trait EI (...) training. Findings to date suggest that individual differences in trait EI are a consistent predictor of human behavior across the life span. (shrink)

Adaptive optics are techniques used for processing the spatial resolution of astronomical images taken from large ground-based telescopes. In this work, computational results are presented for a modified curvature sensor, the tomographic pupil image wavefront sensor, which measures the turbulence of the atmosphere, expressed in terms of an expansion over Zernike polynomials. Convolutional neural networks are presented as an alternative to the TPI-WFS reconstruction. This technique is a machine learning model of the family of artificial neural networks, which are widely (...) known for its performance as modeling and prediction technique in complex systems. Results obtained from the reconstruction of the networks are compared with the TPI-WFS reconstruction by estimating errors and optical measurements. The reconstructed wavefronts from both techniques are compared for wavefronts of 153 Zernike modes. For this case, a detailed comparison and grid search to find the most suitable neural network is performed, searching between multi-layer perceptron, CNN and recurrent networks topologies. In general, the best network was a CNN trained for TPI-WFS reconstruction, achieving better performance than the reconstruction software from TPI-WFS in most of the turbulent profiles, but the most significant improvements were found for higher turbulent profiles that have the lowest r0 values. (shrink)

Background:The first wave of the COVID-19 pandemic caused a shortage of qualified nurses in Spain. As a result, the government authorized the hiring of senior students.Objectives:To explore the ethical dilemmas and ethical conflicts experienced by final-year nursing students who worked during the first outbreak of the COVID-19 pandemic in Spain.Research design:A qualitative exploratory study was conducted using purposive sampling. Semi-structured interviews were carried out using a question guide. Interviews took place via a private video chat room platform. A thematic, inductive (...) analysis was performed of the information gathered.Participants and research context:Eighteen nursing students were recruited from two universities of Madrid, aged between 18 and 65 years old, enrolled in the fourth year of nursing studies and who were hired under a relief contract for health professionals during the pandemic.Ethical considerations:The present study was carried out in accordance with the Declaration of Helsinki, and the study was approved by the Local Ethics Committee of Universidad Rey Juan Carlos.Results:Three specific themes emerged: (a) coping with patient triage, (b) difficulties in providing end-of-life care, and (c) coping with patient death. Nursing students participated in the process of patient selection for resource allocation and ICU bed occupancy. They were shown how to care for patients who were not admitted to the ICU, in their last moments and were faced with the difficulties of applying end-of-life care. Finally, the nursing students were confronted with the death of their patients, in overwhelming numbers and under adverse conditions.Conclusions:These findings can help shed light on the ethical dilemmas and ethical conflicts faced by novice nursing students, incorporated into the workforce during the COVID-19 pandemic. Moreover, it was described that students may normalize the death due to the exhaustion and overwhelmed routine. (shrink)

La didáctica se ejecuta con estudiantes policiales de la Escuela de Suboficiales y Nivel Ejecutivo Gonzalo Jiménez de Quesada, los cuales multiplicaran a los estudiantes rurales del municipio de Sibaté.El propósito del proyecto fue diseñar una estrategia didáctico pedagógica que permita fortalecer las Habilidades Comunicativas implementando la lectoescritura, en los estudiantes policiales y a la vez a los estudiantes de las Instituciones Educativas Rurales de Sibaté Cundinamarca. Metodológicamente, el proyecto se realizó mediante el enfoque cualitativo de carácter etnográfico. En conclusión, (...) se motivó la implementación de varias actividades de lectura y escritura, con extensión a estudiantes del sector Rural. (shrink)

La presente investigación surge de abordar los comportamientos sociales y su influencia en la convivencia ciudadana. Para ello, se realizó una comprensión desde las perspectivas: cultura, norma, familia, escuela y pedagogía, transversalizado por la Ley 1801 de 2016, Código de Convivencia y Seguridad Ciudadana.El objetivo es analizar desde núcleos como la familia, la escuela y la norma, el proceso del comportamiento social y su incidencia en la convivencia ciudadana, desde la responsabilidad individual y colectiva, se utilizó la metodología de estudio (...) cualitativo documental.Obteniendo resultados poco alentadores por el aumento de los comportamientos contrarios a la convivencia de la sociedad colombiana. (shrink)

Psychological flexibility is a key concept of acceptation and commitment therapy. This factor has been linked with psychological wellbeing and associated factors, such as quality of life, in cancer patients. These and other positive results of acceptation and commitment therapy in cancer patients found in previous research could be enhanced by using mhealth tools. A three-arm randomized superiority clinical trial, with a pre-post-follow-up repeated measures intergroup design with a 1:1:1 allocation ratio is proposed. A hundred and twenty cancer patients will (...) be randomly assigned to one of the following interventions: face-to-face ACT + mobile application, face-to-face ACT, and Waitlist control group. The primary expected outcome is to observe significant improvements in psychological flexibility acceptance and action questionnaire- II in the face-to-face ACT + app group, after comparing baseline and post-treatment scores, and the scores will remain stable in the two assessment points, 3 and 6 months after the intervention. Secondary expected outcomes are significant increasing scores in quality of life and post-traumatic-growth, and significant decreasing scores in anxiety and depression, insomnia and fatigue at the same assessment points. Also, it is expected that the scores of this group will be higher than the scores of the face-to-face ACT group and the waitlist control group. This study aims to assess the efficacy of a combined intervention for psychological flexibility and associated symptoms in cancer patients. The results of this protocol may help to consider the use of acceptation and commitment therapy and mhealth applications in cancer settings as a valid therapeutic choice.Clinical Trial Registration[www.ClinicalTrials.gov], identifier [NCT05126823]. (shrink)

The following paper aims to show that the reception of José María Arguedas’most ambitious work, Todas las Sangres [Every Blood], and his suicide were the consequences of a generation that valued authenticity over sincerity. By making acritical analysis of the life and works of Argueda in the light of Lionel Trilling’s conceptsof “sincerity” and “authenticity”, the following paper concludes that Argueda’s natural sincerity might actually have been more complex and productive than the authenticity of his literary and academic peers.

SUMARIO Artículos ¿Por qué democracia? Referencia a los derechos humanos y a la ciudadanía. Why democracy? Reference to human rights and citizenship. Bozo de Carmona, Ana Julia Libertad de expresión y "libertad cómica". Free speech and "comical liberty".Calvo González, José La justicia según J. Finnis. Justice according to John Finnis. Hocevar G., Mayda G. El lenguaje sagrado y su escritura. The sacred language and its writing. Lizaola, Julieta Del carácter coactivo de la μετηνεστασζ en Tucídides. On cornening to (...) compelling nature of Thucydides' μετηνεστασζ. Meabe, Joaquín E. Apuntes para una filosofía crítica de la historia regional. Notes for a critical philosophy concern to the regional history. Mora García, José Pascual Competencia política partidista en los textos de Simón Bolívar . The defender political competition in the Simon Bolivar’s writings . Ortiz Palanques, Marco Fundamentación socio-jurídica de los procesos normativos. Social and juridical reasoning about the normatives changes. Pavó Acosta, Rolando Filosofía y psicopatología en Karl Jaspers: los entramados de la existencia. Philosophy and psychopathology in Karl Jaspers: the studworks of the existence. Portuondo Pajón, Gladys L. La doctrina platónica del alma en la «república». The platonic doctrine of the soul in the «republic» dialogue. Suzzarini, Andrés Una aproximación a la concepción romana del derecho. An estimate study to the roman concept of law. Terán Pimentel, Milagros Interdisciplinares Lo dionisíaco y lo apolíneo en Don Juan Tenorio. The dionysiac and the apolline in Don Juan Tenorio. Pérez Lo Presti, Alirio. (shrink)

This text summarizes the 15 articles included in the book Futurizar el presente. Estudios sobre la filosofía de Leonardo Polo, edited by I. Falgueras, J. A. García and J. J. Padial. The writings are grouped in these chapters: Theory of language, History of Philosophy, Ratio and Will, Synderesis, Metaphysics and Anthropology. In this latest topic some very interesting and suggestive ideas are proposed.

Artículos Ciudadanía y sociedad civil en las democracias contemporáneas. Citizenship and civil society in contemporary democracies. de La Vega, Marta El poder simbólico de los medios de comunicación.The transformations of the political in the field of the symbolic.González Broquen, Ximena La rutinizacion de la indiferencia ética y el aplanamiento de los valores en la Argentina actual. Ethical indifference routine and smoothing moral in contemporary Argentine. Meabe, Joaquín E. Jürgen Habermas: entre la ética del discurso y la ética de la (...) especie. Jürgen Habermas: between the ethics of discourse and the ethics of the species. Moreno Lax, Alejandro Derechos humanos y proceso justo.Human rights and rightful process. Ramos Pascua, José Antonio El Fedón o la trascendencia del alma.Phaedo or the inmortality of the soul. Robledo Rodriguez, Alejandro La enseñanza del derecho en los países de derecho escrito.Legal education in civil law systems. Rodríguez Ferrara, Mauricio De cómo los latinoamericanos percibimos la pena de muerte. How latin-americans view the death penalti. Rodríguez Ferrara, Mauricio La doctrina platónica del alma en el 'Timeo'.The platonic doctrine of soul in 'Thimaeus'. Suzzarini, Andrés Interdisciplinares Bajo los murmullos: tributo a Juan Rulfo. Under the whispers: a homage to Juan Rulfo. Camacho Crispín, Marco Antonio Recensiones Semblanza del jurista venezolano Tulio Chiossone. Belandria, Margarita Informaciones Índice acumulado. (shrink)

En su anterior estudio sobre la recepción de Vico en el s. XIX español, el autor analizó los casos de importantes intelectuales como Juan Donoso Cortés, Jaime Luciano Balmes, Juan Valera, Marcelino Menéndez Pelayo, Alfredo Adolfo Camus y Nicolás Serrano. Con ello se cumplió parte del plan de desmontar la tesis frecuentemente aceptada de una "ausencia" de Vico en España. Este plan se viene a desarrollar ahora con una nueva aportación investigadora en la que el autor muestra y (...) analiza tres importantes casos más de recepción viquiana: la del ecléctico historiador Fermin Gonzalo Morón, la del renovador neoescolástico Ceferino González, y la del fundador de la escuela jurídica catalana Manuel Durán y Bas. Con ellos el autor confirma su tesis de que Vico es apreciado, tanto desde la recepción positiva como desde la crítica, como un pensador modemo y heterodoxo de considerable valía.In his former paper on Vico’s reception during the XIX century in Spain, the author reviewed such significant intellectuals as Juan Donoso Cortés, Jaime Luciano Balmes, Juan Valera, Marcelino Menéndez Pelayo, Alfredo Adolfo Camus and Nicolás Serrano. In so doing, the task of dislodging the thesis so frequently held that there is a Vico’s "absence" in Spain was partially accomplished. This task is taken up again in a recent investigation where the author analyzes and assesses three further important cases related with the Spanish Vichian reception: that of eclectic historian Femín Gonzalo Morón, the neo-scholastic Ceferino González and finally the Catalan legal school founder Manuel Durán y Bas. With those examples the author aims to validate his claim that Vico was indeed acknowledged both as a modern and heterodox thinker by the positive as well as by the critical reception. (shrink)

Resumo: As elites econômicas intervieram historicamente no sistema educacional chileno e, nos últimos tempos, consolidaram sua posição no quadro da extrema privatização promovida pela reforma neoliberal. O poder corporativo na educação aparece hoje como um poder paraestatal que afeta a organização e os rumos que os sistemas educacionais tomam, no atual contexto de globalização capitalista. No Chile, o princípio constitucional da liberdade de ensino permitiu a organização de um mercado educacional, que finalmente reproduz o poder da elite sobre o próprio (...) sistema. No contexto de apresentação de propostas para uma nova constituição, o poder corporativo se mostra próprio. Quais são os principais elementos que defende nesta conjuntura? Como é possível estabelecer limites? Palavras Chave: Educação Pública; Debate Constitucional; Poder Corporativo; Reforma Educacional Neoliberal. Corporate power in the constitutional educational debate in Chile Abstract: Economic elites have historically intervened in the Chilean education system, and in recent times they have consolidated their position in the framework of extreme privatization promoted by the neoliberal reform. Corporate power in education appears today as a parastatal power that affects the organization and meaning taken by educational systems, in the current context of capitalist globalization. In Chile, the constitutional principle of freedom of education has made it possible to organize an educational market, which ultimately reproduces the power of the elite over the system itself. In the context of presenting proposals for a new constitution, corporate power shows its own. What are the main elements you defend at this juncture? How is it possible to set limits on them? Key Words: Public Education; Constitutional Debate; Corporate Power; Neoliberal Education Reform. El poder corporativo en el debate educativo constitucional en Chile Resumen: Las élites económicas han intervenido históricamente en el sistema educativo chileno, y en el último tiempo han consolidado su posición en el marco de extrema privatización promovida por la reforma neoliberal. El poder corporativo en educación aparece hoy como un poder para-estatal que incide en la organización y sentido que toman los sistemas educativos, en el actual contexto de globalización capitalista. En Chile, el principio constitucional de libertad de enseñanza ha permitido organizar un mercado educativo, el cual finalmente reproduce el poder de la élite sobre el propio sistema. En el contexto de presentación de propuestas para una nueva constitución el poder corporativo muestra las suyas. ¿Cuáles son los principales elementos que defienden en esta coyuntura? ¿Cómo es posible ponerles límites? Palabras clave: Educación Pública; Debate Constitucional; Poder Corporativo; Reforma Educativa Neoliberal. Data de registro: 27/06/2022 Data de aceite: 26/10/2022. (shrink)

This paper deals with the question of the conflict of constitutional rights with regard to basic rights. Two extreme accounts are outlined: the subsumptive approach and the particularistic approach, that embody two main conceptions of practical rationality. Between the two approaches there is room for a range of options, two of which are examined: the proportionalist approach, which conserves the scope of rights restricting their stringency, and the specificationist approach, which preserves the stringency of rights restricting their scope. I will (...) present arguments in defence of the latter. (shrink)

This paper deals with the possibility of faultless disagreement in law. It does this by looking to other spheres in which faultless disagreement appears to be possible, mainly in matters of taste and ethics. Three possible accounts are explored: the realist account, the relativist account, and the expressivist account. The paper tries to show that in the case of legal disagreements, there is a place for an approach that can take into account our intuitions in the sense that legal disagreements (...) are genuine and at times faultless. (shrink)

Analysis of geographical space included under the denomination of "Caribbean". as ~rella s the cartographic representations which have been given to this regard. arid the legendary image of earthly paradise that was known with The differences while including or not part of the continental territory under the Caribbean term. are related with political interests. because the idea of the Caribbean basin with Islands and continental territories is assumed by the Spanishspeaking inhabitants, while among the English-speaking, that is only including the (...) islands Navigation routes are analized together with atlas of the XVlII century,and results of expl-ditionary and scientific activities undertaken by marine and explorers such as Cosme Cliurruca. Vicente Tofiño, Antonio de Ulloa y Jorge Juan, José Mª Mazarredo, Jose Mª Chacón and Joaquín Fidalgo. (shrink)

Leibniz is considered to be one of the main steps in progress of essentialist metaphysics, also called metaphysics of the pure possibility —there are some Leibniz’ texts that endorse it—. Question is placed in if this fact colours all metaphysical reflection of the Hannover thinker. This research considers action metaphysics that Leibniz developpes in the context of monadology.