This article introduces some soft computing methods generally used for data analysis and flow pattern detection in fluid dynamics. These techniques decompose the original flow field as an expansion of modes, which can be either orthogonal in time, or in space or in time and space, or they can simply be selected using some sophisticated statistical techniques. The performance of these methods is tested in the turbulent wake of a wall-mounted square cylinder. This highly complex flow is suitable to show (...) the ability of the aforementioned methods to reduce the degrees of freedom of the original data by only retaining the large scales in the flow. The main result is a reduced-order model of the original flow case, based on a low number of modes. A deep discussion is carried out about how to choose the most computationally efficient method to obtain suitable reduced-order models of the flow. The techniques introduced in this article are data-driven methods that could be applied to model any type of non-linear dynamical system, including numerical and experimental databases. (shrink)

Since the early 1990s, increasing attention has been paid to the impact of workplace bullying on employees’ well-being and job attitudes. However, the relationship between workplace bullying and job satisfaction remains unclear. This study aims to shed light on the nature of the bullying-job satisfaction relationship in the Italian context. As expected, the results revealed a U-shape curvilinear relationship between workplace bullying and job satisfaction after controlling for demographic variables. In contrast to the curvilinear model, the results support a negative (...) linear relationship between workplace bullying and psychological well-being, in which higher exposure to negative acts at work is associated with diminished well-being. In addition, gender and job position significantly predicted mental health scores where men and managers reported a better psychological well-being than women, blue-collar, and white-collar employees. Practical and theoretical implications are discussed according to these results. (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)

This article attempts to show the importance of the concept of superstition in understanding a range of psychological problems. With this aim, we critically analyze several constructs that, without actually using the term “superstition,” concern this phenomenon and its role in the development of mental disorders. First we discuss “Thought–Action Fusion” and “magical thinking,” two concepts from the cognitive tradition that view superstition as basically an ideational phenomenon. Second, we look at “Experiential Avoidance,” a post-Skinnerian concept that understands superstition as (...) a type of avoidance behavior for certain private events. Third, we discuss superstition as an emotional phenomenon, in particular, Jean-Paul Sartre’s phenomenological analysis of emotions as magical operations. Finally, we review a cultural approach to superstition and its influence on psychopathology. In this perspective, superstition is seen as a cultural form linked to the historical–social context, which is fostered by certain social practices or institutions, including (perhaps surprisingly) certain features of modernity. (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)

This study aimed to explore the role of two models of well-being in the prediction of psychological distress during the COVID-19 pandemic, namely PERMA and mature happiness. According to PERMA, well-being is mainly composed of five elements: positive emotions, engagement, relationships, meaning in life, and achievement. Instead, mature happiness is understood as a positive mental state characterized by inner harmony, calmness, acceptance, contentment, and satisfaction with life. Rooted in existential positive psychology, this harmony-based happiness represents the result of living in (...) balance between positive and negative aspects of one's life. We hypothesized that mature happiness would be a more prominent protective factor during the present pandemic than the PERMA composite. A total of 12,203 participants from 30 countries responded to an online survey including the Depression Anxiety Stress Scale (DASS-21), the PERMA-Profiler, and the Mature Happiness Scale-Revised (MHS-R). Confirmatory factor analyses indicated that PERMA and mature happiness were highly correlated, but nonetheless, they represented two separate factors. After controlling for demographic factors and country-level variables, both PERMA Well-being and MHS-R were negative predictors of psychological distress. Mature happiness was a better predictor of stress, anxiety, and general distress, while PERMA showed a higher prediction of depression. Mature happiness moderated the relation between the perceived noxious effects of the pandemic and all markers of distress (depression, anxiety, stress, and total DASS-21). Instead, PERMA acted as a moderator in the case of depression and stress. These findings indicate that inner harmony, according to the mature happiness theory, is an essential facet of well-being to be taken into consideration. The results of this study can also orient policies aimed to alleviate the negative effects of the pandemic on mental health through the promotion of well-being. (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)

This work begins by proposing the need for exploring the mode of being of mental disorders. It is a philosophical study in an Aristotelian perspective, with special emphasis on the anthropological–cultural dimension. It is difficult for such an inquiry to be carried out from within psychiatry or clinical psychology, committed as these fields are to their own logic and practical conditions. The issues are, in any case, more ontological than strictly clinical in nature. We therefore turn to Aristotle, and specifically (...) his doctrine of the four “causes,” to flesh out the social and cultural dimensions of mental disorders. In accordance with the present analysis, the material cause of disorders would be found in the contingencies of life; the formal cause would pertain primarily to the way clinical conditions themselves can serve as models of ‘being ill’ in our society; the efficient cause would correspond to the patients themselves, understood as active (albeit less than fully conscious) agents as well as to the pharmaceutical industry and the mass media; the final cause would be found in different adaptive functions served by the disorder. We conclude that the “mode of being” of most (if not all) mental disorders—in particular, their status as mental disorders—can often have more to do with cultural forms than with biological factors. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Defending a Phenomenological–Behavioral Perspective: Culture, Behavior, and ExperienceMarino Pérez-Álvarez (bio), José M. García-Montes (bio), Adolfo J. Cangas (bio), and Louis A. Sass (bio)KeywordsBehavior, contextual phenomenology, culture, experienceWe should like to express our sincere thanks to all the authors for their commentaries on our articles. Given the restrictions of space (a limitation they too had to contend with), we can only respond to a few aspects of their (...) interesting remarks. We shall reply of course on the basis of our own approach—an approach that sets out to integrate culture, behavior, and experience, and that might be termed contextual phenomenology, phenomenological behaviorism, or perhaps most accurately (albeit more awkwardly), the phenomenological–behavioral perspective.In her commentary, Ibáñez-Guerra (2008), referring to the target articles “Phenomenology and behaviorism” (Pérez-Álvarez, Sass, and Cangas 2008) and “The role of superstition in psychopathology” (García-Montes et al. 2008), wonders whether our maintaining of the spirit of Skinner, as well as our recourse to phenomenology, might not themselves represent forms of superstitious behavior. She points out that it is not always a good idea to put new wine in old barrels. For her, the new wine and new barrels would be represented by social constructivism, of which she is reminded by some aspects of our work. But in making her own case, Ibáñez-Guerra (2008) reveals certain common prejudices concerning behaviorism, prejudices that have apparently persisted even after reading our article. Thus, for example, she does not see operant behavior as incorporating intentionality (what, in the target article, is presented in terms of final causality), because she assumes that intentionality would necessarily imply a mentalist and dualist notion involving a supposed internal mental entity that causes behavior. Skinner (1974) himself noted and rejected this very assumption in a passage that clearly distinguishes his own approach from what he calls a “stimulus-response formula”: “Possibly no charge,” he wrote,is more often leveled against behaviorism or a science of behavior than that it cannot deal with purpose or intention. A stimulus-response formula has no answer, but operant behavior is the very field of purpose and [End Page 281] intention. By its nature it is directed toward the future: a person acts in order that something will happen, and the order is temporal.(pp. 55–6)The place Skinner gives to intentionality and purpose is elaborated in our target article.Furthermore, Ibáñez-Guerra (2008) assumes that, on methodological grounds, Skinner rejects all that is not observable, or at least that cannot be operationalized. This, however, is simply incorrect, at least as regards Skinner’s radical behaviorism. As the reader may recall, radical (as opposed to methodological) behaviorism is neither operationalist nor does it reject private or subjective events because of their unobservability. Indeed, Skinner specifically acknowledges that such events are in fact observable—at least for one person: the subject him- or herself. The question for Skinner is to understand how the part of the world that is only observable and experiential for oneself is constructed or formed. In the end, it turns out that radical behaviorism is more radical, in the Aristotelian ontological sense (see Pérez-Alvarez, Sass, and García-Montes 2008), than post-modern constructionism. Indeed, as we remarked, radical behaviorism can still surprise us today. Similarly, phenomenology is starting to be missed in the clinical context (Andreasen 2007). We believe that radical behaviorism and phenomenology, mutually readjusted, are in fact excellent wines for the times we live in—if only we knew how to appreciate them.In their commentary on “Phenomenology and behaviorism: A mutual readjustment,” Fletcher and Hayes (2008) argue that the philosophy and theory of Acceptance and Commitment Therapy (ACT)/Relational Frame Theory (RFT) already contain the salutary aspects of phenomenology that we highlight in our target article. Their insistence on reducing the affinities we find between phenomenology and behaviorism to ACT/RFT consists, in our view, in a scientific–technical argument that is more scientistic than strictly philosophical in nature. Their insistence on the scientific–technical argument itself implies an unclarified philosophical assumption. On what grounds do experimental data constitute the last word? Has... (shrink)

Lower extremity non-contact soft tissue injuries are prevalent in elite futsal. The purpose of this study was to develop robust screening models based on pre-season measures obtained from questionnaires and field-based tests to prospectively predict LE-ST injuries after having applied a range of supervised Machine Learning techniques. One hundred and thirty-nine elite futsal players underwent a pre-season screening evaluation that included individual characteristics; measures related to sleep quality, athlete burnout, psychological characteristics related to sport performance and self-reported perception of chronic (...) ankle instability. A number of neuromuscular performance measures obtained through three field-based tests [isometric hip strength, dynamic postural control and lower extremity joints range of motion ] were also recorded. Injury incidence was monitored over one competitive season. There were 25 LE-ST injuries. Only those groups of measures from two of the field-based tests, as independent data sets, were able to build robust models [area under the receiver operating characteristic curve score ≥0.7] to identify elite futsal players at risk of sustaining a LE-ST injury. Unlike the measures obtained from the five questionnaires selected, the neuromuscular performance measures did build robust prediction models. The inclusion in the same data set of the measures recorded from all the questionnaires and field-based tests did not result in models with significantly higher performance scores. The model generated by the UnderBagging technique with a cost-sensitive SMO as the base classifier and using only four ROM measures reported the best prediction performance scores. The models developed might help coaches, physical trainers and medical practitioners in the decision-making process for injury prevention in futsal. (shrink)

Emotional dysregulation, age, gender, and obesity are transdiagnostic risk factors for the development and maintenance of eating disorders. Previous studies found that patients with ED had less meaning in life than the non-clinical population, and that meaning in life acted as a buffer in the course of ED; however, to the data, there are no studies about the mediator role of meaning in life in association between the emotional dysregulation and the ED psychopathology.Objective: To analyze the mediating role of meaning (...) in life in the relationship between emotional dysregulation and the ED psychopathology in three samples with diverse risk factors for ED.Method: Sample 1, n = 153 undergraduate young women; sample 2, n = 122 participants with obesity; and sample 3, n = 292 participants with ED. Multiple mediation analysis was performed.Results: Sample 1: meaning in life showed a mediation effect between emotional dysregulation and the ED psychopathology, body satisfaction, and depression symptoms ; sample 2: meaning in life showed a mediation effect between emotional dysregulation and binge eating and purging behaviors and depression symptoms ; sample 3: meaning in life showed a mediation effect between emotional dysregulation and the ED psychopathology, body satisfaction, borderline symptoms, and hopelessness.Conclusions: These studies suggest the importance of considering meaning in life as a variable in the onset and maintenance of ED. (shrink)

8 March, now known as International Women’s Day, is a day for feminist claims where demonstrations are organized in over 150 countries, with the participation of millions of women all around the world. These demonstrations can be viewed as collective rituals and thus focus attention on the processes that facilitate different psychosocial effects. This work aims to explore the mechanisms involved in participation in the demonstrations of 8 March 2020, collective and ritualized feminist actions, and their correlates associated with personal (...) well-being and collective well-being, collective efficacy and collective growth, and behavioral intention to support the fight for women’s rights. To this end, a cross-cultural study was conducted with the participation of 2,854 people from countries in Latin America and Europe, with a retrospective correlational cross-sectional design and a convenience sample. Participants were divided between demonstration participants and non-demonstrators or followers who monitored participants through the media and social networks. Compared with non-demonstrators and with males, female and non-binary gender respondents had greater scores in mechanisms and criterion variables. Further random-effects model meta-analyses revealed that the perceived emotional synchrony was consistently associated with more proximal mechanisms, as well as with criterion variables. Finally, sequential moderation analyses showed that proposed mechanisms successfully mediated the effects of participation on every criterion variable. These results indicate that participation in 8M marches and demonstrations can be analyzed through the literature on collective rituals. As such, collective participation implies positive outcomes both individually and collectively, which are further reinforced through key psychological mechanisms, in line with a Durkheimian approach to collective rituals. (shrink)

Music can reduce stress and anxiety, enhance positive mood, and facilitate social bonding. However, little is known about the role of music and related personal or cultural variables in maintaining wellbeing during times of stress and social isolation as imposed by the COVID-19 crisis. In an online questionnaire, administered in 11 countries, participants rated the relevance of wellbeing goals during the pandemic, and the effectiveness of different activities in obtaining these goals. Music was found to be the most effective activity (...) for three out of five wellbeing goals: enjoyment, venting negative emotions, and self-connection. For diversion, music was equally good as entertainment, while it was second best to create a sense of togetherness, after socialization. This result was evident across different countries and gender, with minor effects of age on specific goals, and a clear effect of the importance of music in people's lives. Cultural effects were generally small and surfaced mainly in the use of music to obtain a sense of togetherness. Interestingly, culture moderated the use of negatively valenced and nostalgic music for those higher in distress. (shrink)

The literature addressing bias and fairness in AI models (fair-AI) is growing at a fast pace, making it difficult for novel researchers and practitioners to have a bird’s-eye view picture of the field. In particular, many policy initiatives, standards, and best practices in fair-AI have been proposed for setting principles, procedures, and knowledge bases to guide and operationalize the management of bias and fairness. The first objective of this paper is to concisely survey the state-of-the-art of fair-AI methods and resources, (...) and the main policies on bias in AI, with the aim of providing such a bird’s-eye guidance for both researchers and practitioners. The second objective of the paper is to contribute to the policy advice and best practices state-of-the-art by leveraging from the results of the NoBIAS research project. We present and discuss a few relevant topics organized around the NoBIAS architecture, which is made up of a Legal Layer, focusing on the European Union context, and a Bias Management Layer, focusing on understanding, mitigating, and accounting for bias. (shrink)

The reductionist/anti-reductionist debate about testimonial justification (and knowledge) can be taken to collapse into a controversy about two kinds of underlying monitoring mechanism. The nature and structure of this mechanism remains an enigma in the debate. We suggest that the underlying monitoring mechanism amounts to emotion-based stereotyping. Our main argument in favor of the stereotype hypothesis about testimonial monitoring is that the underlying psychological mechanism responsible for testimonial monitoring has several conditions to satisfy. Each of these conditions is satisfied by (...) our “hot” stereotypical capacities. Intergroup emotions play a key role here. Intergroup emotions inform the agent about which candidate stereotype is better suited to the current situation. Emotions serve as evidence that makes a certain stereotype and its particular profile of features more or less expected. (shrink)

Business Ethics, the Environment & Responsibility, EarlyView.

Going from cognitive theory to neural data to ACT‐R models, the authors relate brain activity in a lexical ambiguity priming task to brain processes that resolve ambiguity in word meanings. These detailed data were tested and found compatible to the results of an ACT‐R computational model of reinforcement learning (RL). The model confirms and extends the behavioral findings to provide a RL account of individual differences in lexical ambiguity resolution.

ABSTRACTWe discuss the thesis of universality of geometric notions and offer critical reflections on the concept of “natural geometry” employed by Spelke and others. Promoting interdisciplinary wor...

The notion of memory storage, central to most contemporary theories of remembering, is challenged from a philosophical perspective as being contradictory and untenable. It criticizes this storage hypothesis as relying upon a linear explanation of time, an assumption which results in infinite regression, solipsism, and a failure to contact the real past. A model based on the phenomenological viewpoints of Edmund Husserl and Maurice Merleau-Ponty is offered as an alternative paradigm. Finally, a research method suggested by this descriptive approach to (...) memory is presented and illustrated. (shrink)

For this issue of JBE, Zyphur and Pierides :1–16, 2017) have written a paper on a concept that they have labeled relational validity. The purpose of the paper and of their advocacy for the concept of relational validity is to improve the way that quantitative research is done by expanding our understanding of its ethics-laden aspects. I agree entirely with the authors that every decision regarding QR is an ethics-laden one and that our research as a whole would be improved (...) by recognition of this fact. I disagree with the authors regarding some of the ways that this improvement might be brought about. (shrink)

A modo de hipótesis de partida, este texto cuenta como supuesto con que en el pensamiento político de Suárez, de Gracián y de Saavedra Fajardo encontramos pistas suficientes para sostener que pueden entenderse como exponentes de un ethos barroco con perfil de ethos de resistencia. Si ello es así, podemos decir que en el barroco hispano encontramos, salvando las distancias, algunos elementos, especialmente sobre la razón de Estado, que permiten ver en él lo que se presentó por el filósofo Bolívar (...) Echeverría, desde América, como ethos barroco. Y a la vez, cabrá proponer que dicho ethos barroco con esa doble apoyatura a uno y otro lado del Atlántico da pie para una relectura del mismo que permita esbozar en la actualidad aportaciones relevantes para una salida de la crisis de la modernidad que necesita otro paradigma. (shrink)

El pensamiento utópico es un producto especialmente significativo de la modernidad occidental y, por tanto, no debe sorprender que la crisis que se ha cebado sobre ella lo arrastre consigo como pieza herida de muerte. A medida que nuestra postmodernidad, largamente anunciada desde Nietzsche, ha ido configurándose como nueva etapa en la que las pretensiones de la razón moderna evidencian el resquebrajamiento de lo que parecían sus bases más sólidas, el pensamiento utópico a través del cual plasmó sus ideales resulta (...) fuertemente cuestionado, tanto que apenas si es posible una honrosa salida de la escena cultural mediante revisión autocrítica de sus planteamientos. Achicado al máximo el espacio para la utopía en la reflexión filosófica contemporánea, ni siquiera cabe una cura de adelgazamiento de pensar utópico para hacerlo sostenible en medio de nuestras perplejidades. Hoy, y en cualquier caso venciendo un pudor difícilmente superable, cuesta asumir la defensa de lo utópico, y si se ha puesto muy complicado hablar de utopía es por el riesgo de caer bajo la doble acusación de ingenuidad y de cinismo. ¿Quién lo iba a decir, cuando el pensamiento utópico logró afirmarse como ariete de la crítica del orden establecido frente al pragmatismo de los defensores del statu quo? (shrink)

La filosofía de la historia se halla en un momento crucial. Ha de repensar categorías fundamentales -como la de progreso-, y debe hacerlo con tanta voluntad de escucha como espíritu crítico, recogiendo aportaciones que enriquezcan sus perspectivas. Es el caso de algunas que continúan procediendo de la herencia judeocristiana -matriz de la conciencia histórica de Occidente1- y, más concretamente, provenientes del Apocalipsis. Estas páginas se inician con propuestas en torno al acceso hermenéutico a ese último libro de la Biblia. La (...) recepción de su legado por una hermenéutica filosófica iluminará la tarea de plantear el postulado del progreso bajo el impacto de lo que supone el punto de vista de la redención, abordando en términos filosóficos la coimplicación de sentido de la existencia de los individuos y sentido de la historia. (shrink)

In this paper, we examine the legal case involving the Court of Arbitration of Sport, the Union of European Football Associations, and the Turkish team Eskişehirspor to analyze the leg...

RESUMENUna de las líneas de investigación más interesantes de la actual filosofía de la psiquiatría gira en torno a la posibilidad de entender el contenido de los delirios a través de la noción wittgensteiniana de «certeza objetiva». En este artículo se mantiene que el contenido de los delirios se podría entender más fácilmente considerando la existencia de sistemas de creencias individuales y reformulando los conceptos diferenciales de dichos sistemas.PALABRAS CLAVEDELIRIO, CERTEZA OBJETIVA, CERTEZA SUBJETIVA, GRAMÁTICA, JUEGO DE LENGUAJEABSTRACTOne of the most (...) interesting research lines in recent philosophy of psychiatry deals with the possibility of understanding the content of delusions through Wittgenstein’s concept of «objective certainty». In this paper it is held that the content of delusions might be understood more easily by considering the existence of individual belief systems and reformulating the distinguishing concepts of such systems.KEYWORDSDELUSION, OBJECTIVE CERTAINTY, SUBJECTIVE CERTAINTY, GRAMMAR, LANGUAGE-GAME. (shrink)

RESUMENEl hombre moderno puede estar tentado a dar por supuesto que la diferencia entre razón y locura no fue creada en un momento dado; lejos de tal cosa, puede pensar que dicha diferencia constituye un hecho evidente, ya que será suficiente que contemple detenidamente a un loco para convencerse de que no tienen absolutamente nada en común. Sin embargo, este artículo no sólo explica en qué consiste el orden primitivo que el hombre moderno comparte con el loco, sino que además (...) ilustra las resistencias que el hombre moderno muestra al apreciar dicho orden.PALABRAS CLAVERazón, locura, orden, sociedad, voluntadABSTRACTThe modern man may be tempted to presuppose that the difference between reason and madness was not created in a certain moment; far from that, he may think that this difference constitutes an obvious fact as, just by looking carefully at a madman he may realize that they have absolutely nothing in common. However, this paper not only explains the nature of the primitive order the modern man shares with the madman, but also illustrates the resistance the modern man puts up when noticing this order.KEYWORDSReason, madness, order, society, will. (shrink)