Através de algumas considerações de caráter teológico, pretendemos mostrar que a festa da Virgem Maria de Guadalupe tem profundo enraizamento no coração do povo de Deus, por duas razões fundamentais: Primeiro: a devoção à "Guadalupana" nos remete à Palavra de Deus, que instrui nossa fé; e segundo, tal devoção se funda em uma verdadeira epifania profética. A reflexão teológica se sustenta em algumas idéias centrais: Guadalupe permite a reestruturação da consciência indígena. Analogicamente, Guadalupe permite nomear a Deus em três modos: (...) cristológico, trinitário e antropológico. Guadalupe, gravada na Tilma (manto) de Juan Diego, desvela um mundo como mundo de Maria que não é possível habitar. Na narrativa do Nican Mopohua discernimos uma Simbólica da Bondade originária , que manifesta o amor misericordioso do Pai no Filho, com a figura do Servo Sofredor como pano de fundo. Finalmente, Guadalupe remete ao texto bíblico, por ser interpretação do mesmo e sinal de sua recepção. A Virgem de Guadalupe assume dessa forma as características de um verdadeiro profeta. Palavras-chave: Festa; sagrado; sociedade; religião. Resumen Es nuestro propósito mostrar, a través de algunas consideraciones de caracter teológico, que la Fiesta en torno de la Virgen María de Guadalupe tiene un arraigo profundo en el corazón del pueblo de Dios por dos razones fundamentales: Primero, la devoción a la Guadalupana nos remite a la Palabra de Dios, que instruye nuestra Fe; y segundo, la devoción se funda en una verdadera epifanía profética. La reflexión teológica se basa en algunas ideas fuerza: Guadalupe permite la reestructuración de la conciencia indígena. Guadalupe analógicamente permite nombrar a Dios en tres modos, cristológico, trinitario y antropológico. Guadalupe, grabada en la Tilma de Juan Diego, despliega un mundo como mundo de María que nos es posible habitar. En la narrativa del Nican Mopohua discernimos una Simbólica de la Bondad originaria , que manifiesta el amor misericordioso del Padre en el Hijo, con la figura del Siervo Sufriente como telón de fondo. Guadalupe es, finalmente, referencia al texto bíblico, por ser interpretación del mismo y señal de su recepción. La Virgen de Guadalupe asume las características fundamentales de un verdadero profeta. Palabras clave: Fiesta; sagrado; sociedad; religión.Through some theological observations, we intend to show that the feast of the Virgin Mary of Guadalupe has deep rooting in the heart of the people of God, for two basic reasons: Firstly: the devotion to the "Guadalupana" sends us to the Word of God, that instructs our faith; secondly: such devotion is founded on an authentic prophetic Epiphany. The theological reflection is supported in some central ideas: Guadalupe allows the reorganization of the aboriginal conscience. Analogicalally, Guadalupe allows us to nominate God in three ways: christological, trinitarian and anthropological. Guadalupe, recorded in Juan Diego's Tilma (mantle), reveals a world as a world of Mary which is not possible to inhabit. In the narrative of Nican Mopohua we discern a Symbolic approach of the originary Goodness, that manifests the merciful love of the Father in the Son, with the figure of the Sufferer Servant as background.. Finally, Guadalupe sends us to the Biblical text, for being an interpretation of such text and a sign of its reception. The Virgin of Guadalupe finally assumes the characteristics of an authentic prophet. Keywords: feast; sacred; society; religion. (shrink)

E. San Juan Jr. examines Peirce’s discourses on semiotics, ethics, and aesthetics and suggests their analogies with the radical critiques of Marx and other progressive trends.

In lieu of an abstract, here is a brief excerpt of the content:The Journal of Aesthetic Education 37.2 (2003) 31-45 [Access article in PDF] Antonio Gramsci on Surrealism and the Avant-garde E. San Juan, Jr. Surrealism provided me with what I had been confusedly searching for. I have accepted it joyfully because in it I have found more of a confirmation than a revelation. It was a weapon that exploded the French language. It shook up absolutely everything....A process of (...) disalienation, that's how I interpreted surrealism. 1In the spring of 1919, André Breton and Phillipe Soupault conducted various experiments in automatic writing. They converted themselves into machines to record the whispers of the unconscious, inspired by Rimbaud's urge for adventure in quest of cosmic knowledge and Lautreamont's conviction of art as a communal enterprise. To destroy bourgeois morality and class inequality, uphold the freedom of the imagination, and release the libidinal energies dammed up in the psyche, surrealism — Guillaume Appolinaire's term 2 — was invented from the nihilistic ruins of Dada to lay the groundwork for building a society founded on liberty and justice. In the same year the Italian Marxist Antonio Gramsci founded the innovative journal, L'Ordine Nuovo and advocated the factory council (modeled after the Russian Soviets) as the germ of an emergent communist society. Both initiatives were pathbreaking in challenging the orthodoxies of modernist bourgeois culture, politics, and philosophy.When Breton published his 1924 "First Manifesto of Surrealism" privileging dreams, the unconscious, the fantastic, and marvelous, Gramsci was the principal leader of the Communist Party of Italy spearheading the opposition to Mussolini's fascist takeover. Two years later, Gramsci was arrested and imprisoned until his death in 1937. In the Prison Notebooks that occupied him while in jail, Gramsci does not — as far as I am aware — refer to Breton or to surrealism directly. But in his scattered reflections on modern art and culture in general, and in his particular observations on Italian futurism (in particular, on Filippo Marinetti and Luigi Pirandello), we can [End Page 31] extrapolate the general approach Gramsci would take toward surrealism and avantgarde art as oppositional cultural practices. This exercise may clarify what a revolutionary Marxist position should be toward the philosophical or pedagogical category of the aesthetic within the field of cultural practice and artistic production, especially in the post-Cold War epoch of nation-state realignments and the reconfiguration of globalized finance capital in the new millennium.All commentators agree that Gramsci viewed the aesthetic as a category within the terrain of historical materialism and the political economy ofvalue in general. Artistic values are rooted in the social and material practices of a specific society which defines the limits of conventional artistic forms and the subject matter available to the artist. Vision or intuition and diverse raw materials (language, sounds, dance movements, and filmic images) are indissociable. Contrary to Benedetto Croce's emphasis on transcendental intuition, Gramsci valorizes the materialization of this intuition into perceptible, sensory structure, an architectonic whole produced by intellectual discipline and shaped by an integral worldview. In short, for Gramsci, the work of art is the historicization and objectification of vision/intuition.Gramsci's conception of Marxism stresses its intrinsic dialectical method, its emphasis on processes and relations within a social formation comprised of multilayered modes of production, given the necessarily uneven development of capitalism. This mode of historicizing life not only to interpret but to change it is a guide for collective action, not a dogmatic party line. "Man 'is' precisely the process of his actions," Gramsci writes, and "relative to what we have thought and seen, we seek to know what we are and what we can become, whether it is true and within what limits that we do 'make ourselves,' create our own lives and our own destinies." 3 Here, knowledge and action are oriented toward linking the past with the present in order to fashion the future. The chronotope of revolution is essentially a collage, more precisely a montage, of transformations that amalgamates contraries, oppositions, disparities.While Gramsci did not endorse Freudian theory completely except by... (shrink)

Suenan timbres, by the Colombian poet Luis Vidales, is an urbanely rural work. The fact that flowers, spiders, cats and landscapes are found in these short poems-vignettes –all of which are a reflection of a city in the process of modernization–; confirms how interested was the author in the idea that his poetic project could erode the barrier separating the cultural and natural spheres. Bearing this in mind, the article attempts to show that the intersubjective dialogue between the two spheres (...) is not peaceful, balanced or horizontal. On the contrary, the article, through a philosophical analysis based on the ideas of ecocriticism, seeks to reveal that underlying this dialogue, there is the desire of modern men to dominate, control and subdue nature to the laws and rule of culture. (shrink)

Luc Ferry and Alain Renaut are political philosophers in Lyon and Nantes, respectively. They have jointly directed the Collège de philosophie since 1975 and have recently collaborated in a study titled From Human Rights to the Republican Idea. In La pensée 68, which was published in Paris last October, they seek to settle scores with some of the most influential French thinkers of the past twenty years. Their book purports to deal with the intellectual heritage of the sixties in France. (...) Its central thesis claims that humanism remains the philosophical question of our times and that, from this perspective, the sixties must be revisited with a great many apologies. (shrink)

When, in Telos #55, we sought to evaluate the meaning and impact of French socialism in power, the verdict turned out to be peculiarly disappointing. The rhetorical question in the Introduction: “Beyond Reform or Revolution?” had already been effectively answered. As early as 1982 French socialism had revealed itself to be a “Gaullism with a Human Face” which did not have much to do either widi reform or revolution, and could provide nothing more -above and beyond the usual cliches—than a (...) continuation of the same berated but unsurpassed technocratic management of the given. Socialism had turned out to be a bad idea whose time had past. (shrink)

He was almost a year older than my father. Yet when I learned of his death on February 12 in Paris I did not have the sense of an orderly passing of generations. Julio Cortázar had the personal as well as the literary ability of remaining young. It was the combination of a nimble mind, the experimental quality of his narrative, and the uncanny resilience of his lean figure to the routine ravages of time (he looked a good 25 years (...) younger than his age). He stood tall in a generation of splendid Latin American writers. As Carlos Fuentes has remarked, he is the first figure of what is known as the Latin American boom to go. (shrink)

Desde la llegada al poder de Hugo Chávez, en las elecciones de 1998, comenzó la configuración de unas nuevas relaciones de poder en el sistema político venezolano (SPV). Estas relaciones estaban determinadas por la naturaleza de los actores políticos que accedieron al poder, el funcionamiento ..

The COVID-19 global health emergency has greatly impacted the educational field. Faced with unprecedented stress situations, professors, students, and families have employed various coping and resilience strategies throughout the confinement period. High and persistent stress levels are associated with other pathologies; hence, their detection and prevention are needed. Consequently, this study aimed to design a predictive model of stress in the educational field based on artificial intelligence that included certain sociodemographic variables, coping strategies, and resilience capacity, and to study the (...) relationship between them. The non-probabilistic snowball sampling method was used, involving 337 people from the university education community in south-eastern Spain. The Perceived Stress Scale, Stress Management Questionnaire, and Brief Resilience Scale were administered. The Statistical Package for the Social Sciences was used to design the architecture of artificial neural networks. The results found that stress levels could be predicted by the synaptic weights of coping strategies and timing of the epidemic, with a predictive capacity of over 80% found in the neural network model. Additionally, direct and significant associations were identified between the use of certain coping strategies, stress levels, and resilience. The conclusions of this research are essential for effective stress detection, and therefore, early intervention in the field of educational psychology, by discussing the influence of resilience or lack thereof on the prediction of stress levels. Identifying the variables that maintain a greater predictive power in stress levels is an effective strategy to design more adjusted prevention programs and to anticipate the needs of the community. (shrink)

Cancer is a singular cellular state, the emergence of which destabilises the homeostasis reached through the evolution to multicellularity. We present the idea that the onset of the cellular disobedience to the metazoan functional and structural architecture, known as the cancer phenotype, is triggered by changes in the cell's external environment that occur with ageing: what ensues is a breach of the social contract of multicellular life characteristic of metazoans. By integrating old ideas with new evidence, we propose that with (...) ageing the environmental information that maintains a multicellular organisation is eroded, rewiring internal processes of the cell, and resulting in an internal shift towards an ancestral condition resulting in the pseudo‐multicellular cancer phenotype. Once that phenotype emerges, a new local social contract is built, different from the homeostatic one, leading to tumour formation and the foundation of a novel local ecosystem. (shrink)

This book considers coercion within the healing and ethical framework of therapeutic relationships and partnerships at all levels, and addresses the universal ...

En "Legal Reasons, Sources and Gaps", Raz señala que las lagunas jurídicas existen sólo cuando el derecho habla con voz incierta o cuando habla con muchas voces, pero que no hay lagunas cuando el derecho guarda silencio. En este último caso habría reglas de clausura, analíticamente verdaderas, que impiden la ocurrencia de esas lagunas. Según Raz, si hay una laguna en un sistema jurídico, entonces no es verdadero ni falso que exista una razón concluyente para ejecutar cierta acción. Así, una (...) de las contribuciones más importantes de Raz a la solución del problema de las lagunas jurídicas es subrayar que el discurso jurídico no está completamente controlado por la bivalencia. Sin embargo, a menudo se sostiene que el rechazo de la bivalencia conduce a contradicciones. Si esta afirmación fuese verdadera, entonces la solución de Raz al problema de las lagunas jurídicas se vería seriamente amenazada. En este artículo mostramos, con ayuda de una herramienta analítica sofisticada, i.e., la lógica de la verdad de G.H. von Wright, que el rechazo de la bivalencia sólo nos compromete a aceptar la conclusión trivial de que puede haber proposiciones que no son verdaderas ni falsas. Por esta razón, el trabajo de Raz todavía puede ser considerado un buen punto de partida para analizar las relaciones entre normas, razonamiento práctico y lagunas jurídicas. Sin embargo, también mostramos que para admitir proposiciones que no son verdaderas ni falsas, las tesis de Raz deben ser reformuladas. De otra manera, la tesis de que no existen lagunas cuando el derecho guarda silencio no sería compatible con el rechazo de la bivalencia. /// In his paper "Legal Reasons, Sources and Gaps", Raz says that legal gaps only exist when law speaks with uncertain voice or when it speaks with many voices, but there are no gaps when law is silent. In this later case, rules of closure, which are analytically true, prevent from the occurrence of gaps. According to Raz, if there is a gap in a legal system, then both the claim that there is a conclusive legal reason to perform a certain action, and its negation are neither true nor false. Therefore, one of the Raz's most important contributions to the solution of the problem of legal gaps is to remark that legal discourse is not altogether governed by the principie of bivalence. However, philosophers often claim that the denial of bivalence leads to a logical inconsistency. If this claim were true, then Raz's solution to the problem of gaps would be seriously threatened. In this paper we show--with the aid of a sophisticated analytical tool, i.e., von Wright's truth-logic--that the rejection of bivalence only commits us to accept the trivial conclusion that propositions can lack truth-values. For this reason, Raz's paper can still be regarded as a good starting-point for analyzing the relationships between norms, practical reasoning and legal gaps. However, we also show that in order to admit propositions which are neither true nor false, Raz's theses must be reformulated. Otherwise, the claim that there is no gap when law is silent would not be compatible with the rejection of bivalence. (shrink)

Gracias al invaluable aporte hecho por Foucault, hoy sabemos que la transición del acto de tortura de un espacio público y abierto a un espacio cerrado y secreto trajo consigo una serie de repercusiones filosóficas, políticas y físicas de gran complejidad. No obstante, vale la pena significar que, dentro del contexto de las dictaduras militares del cono sur, el acto de la tortura –si bien fiel a su naturaleza cerrada, inaccesible y secreta– evidenció en ciertos casos una regresión atávica a (...) espacios que si bien no eran públicos sí eran abiertos: los registros de los hombres y mujeres que tras ser sedados, golpeados y brutalmente enceguecidos fueron arrojados al mar, las montañas, los volcanes y el desierto chileno así lo confirman. Debido a esto, los rasgos físicos de la geografía chilena terminan siendo constituidos por los cuerpos anónimos de todas estas personas. Por eso, en su afán por re-construir tanto el cuerpo de la nación chilena como los cuerpos de los torturados, con su INRI (2004) Raúl Zurita apela a una inversión filosófica y física de la geografía chilena. Si bien es cierto que dicha inversión cosmogónica confirma que la redención está negada para estas almas, el despliegue astuto del recurso de la metalepsis, como concatenación metonímica que ya de por sí es, permite que estos cuerpos, antes fustigados, concebidos siempre como ajenos al país, irónicamente terminen por configurar la fisionomía misma de un Chile zuritano en el que los términos “democracia” y “muerte” resultan estar ligados de manera indisoluble. (shrink)

Market inefficiency is a latent concept, and it is difficult to be measured by means of a single indicator. In this paper, following both the adaptive market hypothesis and the fractal market hypothesis, we develop a new time-varying measure of stock market inefficiency. The proposed measure, called composite efficiency index, is estimated as the synthesis of the most common efficiency measures such as the returns’ autocorrelation, liquidity, volatility, and a new measure based on the Hurst exponent, called the Hurst efficiency (...) index. To empirically validate the indicator, we compare different European stock markets in terms of efficiency over time. (shrink)

Machine Learning has become a popular tool in a variety of applications in criminal justice, including sentencing and policing. Media has brought attention to the possibility of predictive policing systems causing disparate impacts and exacerbating social injustices. However, there is little academic research on the importance of fairness in machine learning applications in policing. Although prior research has shown that machine learning models can handle some tasks efficiently, they are susceptible to replicating systemic bias of previous human decision-makers. While there (...) is much research on fair machine learning in general, there is a need to investigate fair machine learning techniques as they pertain to the predictive policing. Therefore, we evaluate the existing publications in the field of fairness in machine learning and predictive policing to arrive at a set of standards for fair predictive policing. We also review the evaluations of ML applications in the area of criminal justice and potential techniques to improve these technologies going forward. We urge that the growing literature on fairness in ML be brought into conversation with the legal and social science concerns being raised about predictive policing. Lastly, in any area, including predictive policing, the pros and cons of the technology need to be evaluated holistically to determine whether and how the technology should be used in policing. (shrink)

The hardest part of replicating a genome is the beginning. The first step of DNA replication (called “initiation”) mobilizes a large number of specialized proteins (“initiators”) that recognize specific sequences or structural motifs in the DNA, unwind the double helix, protect the exposed ssDNA, and recruit the enzymatic activities required for DNA synthesis, such as helicases, primases and polymerases. All of these components are orderly assembled before the first nucleotide can be incorporated. On the occasion of the 50th anniversary of (...) the discovery of the DNA structure, we review our current knowledge of the molecular mechanisms that control initiation of DNA replication in eukaryotic cells, with particular emphasis on the recent identification of novel initiator proteins. We speculate how these initiators assemble molecular machines capable of performing specific biochemical tasks, such as loading a ring‐shaped helicase onto the DNA double helix. BioEssays 25:1158–1167, 2003. © 2003 Wiley Periodicals, Inc. (shrink)

Digital transformation has allowed to offer additional services - which complement the main product - both in terms of use, emotional and relationship terms. Focused on a traditionally rational insurance customer offering a value that explores the customer's emotions, from co-creating with the user, allows brand differentiation. Given this idea, this document has three purposes. First, identify the role of expectations and the perceived quality of the customer's digital experience. Secondly, to identify the relationship between experience and satisfaction gained in (...) private insurance web areas. Third, identify the most valued digital attributes by the user. A sample of 4,178 customers registered was analyzed using the partial least squares technique. The model is highly predictive to customer experience and evidence the important relationship between the WOW effect and satisfaction, as well as the weak but doble role that expectations play on insurance digital self-service. The model demonstrates that expectations are only relevant before web consumption, because during the process it is the perceived digital quality, in particular the usefulness, information and technology, that offer a true customer experience. This article offers high academic value because it more accurately defines the determinants of the digital insurance customer experience and its effect on customer satisfaction in digital services. While expectations influence attitude before service, this research reveals that perceived digital quality is what delivers a true customer experience. Strategically, the implications are immediate in the field of business as it shows the importance of co-creation in digital design, not only because of the significant savings in implementation costs but also because it guarantees a greater experience, essential in the loyalty of its customers. This ensures the sustainable growth of the company. (shrink)

Artificial intelligence is a useful predictive tool for a wide variety of fields of knowledge. Despite this, the educational field is still an environment that lacks a variety of studies that use this type of predictive tools. In parallel, it is postulated that the levels of self-esteem in the university environment may be related to the strategies implemented to solve problems. For these reasons, the aim of this study was to analyze the levels of self-esteem presented by teaching staff and (...) students at university and to design an algorithm capable of predicting these levels on the basis of their coping strategies, resilience, and sociodemographic variables. For this purpose, the Rosenberg Self-Esteem Scale, the Perceived Stress Scale, and the Brief Resilience Scale were administered. The results showed a relevant role of resilience and stress perceived in predicting participants’ self-esteem levels. The findings highlight the usefulness of artificial neural networks for predicting psychological variables in education. (shrink)

In this work we will analyze the main features of Sartre’s ontological-phenomenological theory in Being and Nothingness, linking them with some key historical precedents. By clarifying the connections of this theory with the former philosophical tradition on the subject of Being, its role in existence, reality’s nature and its relation to the phenomenon, the actual contribution of Sartre in this matter is demonstrated.

ObjectiveTest anxiety (TA) is a construct that has scarcely been studied based on Lang’s three-dimensional model of anxiety. The objective of this article is to investigate the repercussion of sociodemographic and academic variables on different responses for each component of anxiety and for the type of test in adolescent students.MethodA total of 1181 students from 12 to 18 years old (M= 14.7 and SD = 1.8) participated, of whom 569 were boys (48.2%) and 612 girls (51.8%). A sociodemographic questionnaire and (...) theCuestionario de Ansiedad ante los examenes-Adaptado (CAEX-A)[Test Anxiety Questionnaire-Adapted] an adaptation for Spanish secondary school levels (ESO) and Bachillerato were administered.ResultsGirls scored higher on the cognitive and physiological components of TA than boys, the intensity of the physiological response increasing with age. Bachillerato level students reported more physiological anxiety than those of ESO level. Students with better marks in the previous year presented more anxiety in the cognitive component, while those who obtained the lower mark presented higher anxiety values in the behavioral component. Participants reported that the types of tests that cause them more anxiety were oral tests in front of the class, oral presentation in front of a panel, and mathematics tests.ConclusionAdolescents show a differential response of TA based on the physiological, cognitive and motor components, mediated by the variables of gender, age, grade, academic performance and type of exam. These results serve to design specific intervention programs to manage anxiety in situations of academic assessment. (shrink)

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

This article examines Brazilian writer Clarice Lispector’s contributions to the women’s pages of the newspapers Correio da Manhã and Diário da Noite between 1959 and 1961. While Lispector’s fictional output has spawned a steady flow of scholarly and academic studies from a wide array of disciplines and fields of study, her journalistic production, in particular the women’s pages she crafted under a pseudonym, has hardly received any critical attention. The “women’s page” is a fixed section in magazines and newspapers entirely (...) dedicated to women, addressed specifically to a female readership, and generally authored by a woman or a female persona. The purpose of this article is to redress this critical oversight and complement the only study so far of this corpus – Aparecida Maria Nunes’s Clarice Lispector Jornalista – by arguing that, in Lispector’s hands, these pages become spaces of potential cultural and political intervention. Through their nuanced parody of other comparable discursive spaces and their overemphasis on what is culturally constructed as feminine, Lispector’s pages perform a transvestite gesture that unsettles normative models of femininity and dislodges a heteronormative temporality predicated upon birth, marriage, reproduction, and death. (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)

A large part of technological advances, especially in the field of industry, have been focused on the optimization of productive processes. However, the detection of anomalies has turned out to be a great challenge in fields like industry, medicine or stock markets. The present work addresses anomaly detection on a control level plant. We propose the application of different intelligent techniques, which allow to obtain one-class classifiers using real data taken from the correct plant operation. The performance of each classifier (...) is assessed and validated with real created faults, achieving successful overall results. (shrink)

Nowadays, batteries play an important role in a lot of different applications like energy storage, electro-mobility, consumer electronic and so on. All the battery types have a common factor that is their complexity, independently of its nature. Usually, the batteries have an electrochemical nature. Several different test are accomplished to check the batteries performance, and commonly, it is predictable how they work depending of their technology. The present research describes the hybrid intelligent system created to accomplish fault detection over a (...) Lithium Iron Phosphate—LiFePO4 power cell type, commonly used in electro-mobility applications. The approach is based on the cell temperatures behaviour for voltage and current specific values. Taken into account the operating range of a real system based on a LiFePO4 cell, a large set of points of operation have been used to achieve the dataset. The different behaviour zones have been obtained by clustering as a first step. Then, different regression techniques have been used over each cluster. Polynomial regression, artificial neural networks and support vector regression were the combined techniques to develop the hybrid intelligent model proposed. The intelligent system gives very good results over the operating range, detecting all the faults tested during the validation. (shrink)