Meeting 5G high bandwidth rates, ultra-low latencies, and high reliabilities requires of network infrastructures that automatically increase/decrease the resources based on their customers’ demand. An autonomous and dynamic management of a 5G network infrastructure represents a challenge, as any solution must account for the radio access network, data plane traffic, wavelength allocation, network slicing, and network functions’ orchestration. Furthermore, federation among administrative domains (ADs) must be considered in the network management. Given the increased dynamicity of 5G networks, artificial intelligence/machine learning (...) (AI/ML) solutions are strong candidates able to learn, and take quick provisioning decisions upon fast changes in network conditions. Therefore, this chapter presents an analysis of the state-of-the-art solutions for 5G networks’ management, where AI/ML solutions are discussed and compared with traditional methods. Additionally, the chapter provides a technology overview of both standards, and existing solutions regarding the 5G network management, and directions toward the integration of AI/ML in 5G networks. (shrink)

This paper contains a survey of the main definitions and results obtained to date related to Temporal Equilibrium Logic, a nonmonotonic hybrid approach that combines Equilibrium Logic (the best-known logical characterisation for the stable models semantics of logic programs) with Linear-Time Temporal Logic.

In this paper, we study the introduction of modal past temporal operators in Temporal Equilibrium Logic, an hybrid formalism that mixes linear-time modalities and logic programs interpreted under stable models and their characterisation in terms of Equilibrium Logic. We show that Kamp’s translation can also be used to translate the new extension of TEL with past operators into Quantified Equilibrium Logic. Additionally, we provide a method for removing past operators that consists in replacing past-time subformulas by fresh auxiliary atoms, obtaining (...) an equivalent formula, modulo the original alphabet. (shrink)

Durante su desarrollo el niño se enfrenta a eventos que plantean demandas difíciles de satisfacer como la enfermedad y la hospitalización. La Organización Mundial de Salud define la salud como un estado de completo bienestar físico, mental y social, pero no existe consenso en la literatura sobre el término bienestar. El objetivo del artículo es realizar una revisión bibliográfica acerca del concepto bienestar en niños, asociado al proceso salud - enfermedad y a la hospitalización. Los niños experimentan bienestar cuando predominan (...) sus emociones positivas, estas favorecen la salud, las negativas, pueden provocar estados patológicos y son frecuentes en la hospitalización. Esa realidad amerita ser transformada. El bienestar en niños hospitalizados constituye un reto para las ciencias médicas para penetrar las bases del nivel secundario de atención. Throughout their development, children face events that pose hard-to-satisfy demands for them such as illness and hospitalization. The World Health Organization defines health as a state of complete physical, mental, or social well-being; however, there is no consensus in literature about the term "well-being". The objective of the article is to do a bibliographic review on the concept of children well-being associated to the health-illness process and to hospitalization. Children experience the state of well-being when positive emotions, which favor health, prevail. Negative feelings, on the other hand, can cause pathological states and they are common in hospitalization. That reality merits transformation. Hospitalized children's well-being presents a challenge for medical sciences in order to get inside the basis of secondary health care attention. (shrink)

Despite the extensive research in both the determinants and the results of corporate social responsibility (CSR), relatively few studies have considered extra-legal institutions as potential determinants of CSR. Our work fills this gap by looking at how media attention affects CSR over a long-term period in a continental European setting. Our results show that media coverage positively affects CSR. Additional scrutiny triggered by media coverage encourages dominant owners to signal their commitment to limiting self-dealing transactions and their orientation toward stakeholders' (...) needs through CSR investments. Additionally, our results reveal that this signaling device offers greater benefits and lower costs in firms where controlling owners show a voting-cash flow wedge. Our results are relevant to different actors such as investors, auditors, and policy makers as they provide solid evidence that media coverage is an important driver of CSR orientation in a continental European setting. (shrink)

Over the last few years, a new methodology to address the P versus NP problem has been developed, based on searching for borderlines between the nonefficiency of computing models and the presumed efficiency. These borderlines can be seen as frontiers of efficiency, which are crucial in this methodology. “Translating,” in some sense, an efficient solution in a presumably efficient model to an efficient solution in a nonefficient model would give an affirmative answer to problem P versus NP. In the framework (...) of Membrane Computing, the key of this approach is to detect the syntactic or semantic ingredients that are needed to pass from a nonefficient class of membrane systems to a presumably efficient one. This paper deals with tissue P systems with communication rules of type symport/antiport allowing the evolution of the objects triggering the rules. In previous works, frontiers of efficiency were found in these kinds of membrane systems both with division rules and with separation rules. However, since they were not optimal, it is interesting to refine these frontiers. In this work, optimal frontiers of the efficiency are obtained in terms of the total number of objects involved in the communication rules used for that kind of membrane systems. These optimizations could be easier to translate, if possible, to efficient solutions in a nonefficient model. (shrink)

The current literature shows great interest in the issue of gender diversity on boards of directors. Some studies have hypothesized a direct relationship between diversity and the value of the firm, but not many examine the intermediate mechanisms that may exert an influence on such relationships. We employ two stages of GMM estimation methodology to exhibit evidences of the relationship between gender diversity and compensation of top managers in the Spanish context. Results show that gender diversity positively affects the effectiveness (...) of boards—in terms of composition, structure, size and functioning—influencing a proper design of top managers compensation linked to company performance. Evidences suggest that legislative actions aimed at increasing the presence of women on boards of directors are justified not only for ethical reasons, but also for reasons of economic efficiency. (shrink)

The Totonac homegarden is a traditionally designed agroecosystem mixing different elements, such as cultivated and wild plants, and livestock. Our objective was to understand the role and importance of homegardens as a strategy for subsistence and natural resources management. Anthropological fieldwork was carried out in Coxquihui, Veracruz, Mexico, a Totonac community. Conventional sampling using a questionnaire yielded a sample of 40 individuals, each representing a family group. Personal interviews, life stories, observations, and field transects enriched survey information. Fieldwork permitted identification (...) of four types of Totonac homegardens: backyards, cropping fields, acahuales or fallow fields, and fences or field edges. Each of these gardens yields an array of products and services important for several cultural roles and natural resource management aims. Totonacs see land as the dominant and most critical resource. A great deal of terrain is steeply sloped and soils are poor. Homegardens play a key role in a production system that minimizes these site limitations, striking a balance between resource maintenance and subsistence needs. Their functions are ecological, to foster a multistrata vegetation cover, and a continuous supply of organic matter to the soil; economic, serving as living storehouses where diverse products (food, timber, firewood, forage, animals, ceremonial supplies, medicinal products), are kept through the annual cycle; and social, performing various social roles such as growing medicinal, ritual, and edible plants, thus supporting beliefs and culture continuity. Studies like this contribute to a better understanding of Totonac culture and native ecology, and give ideas for a better land management. (shrink)

Uterus transplantation (UTx) research has been introduced in several countries, with trials in Sweden and the United States producing successful outcomes. The growing interest in developing UTx trials in other countries, such as Spain, the Netherlands, Japan, and Australia, raises important questions regarding the ethics of surgical innovation research in the field of UTx. This paper examines the current state of UTx in the context of the surgical innovation paradigm and IDEAL framework and discusses the ethical challenges faced by those (...) considering the introduction of new trials. We argue that UTx remains an experimental procedure at a relatively early stage of the IDEAL framework, especially in the context of de novo trials, where protocols are likely to deviate from those used previously and where researchers are likely to have limited experience of UTx. We conclude that countries considering the introduction of UTx trials should build on the strengths of the reported outcomes to consolidate the evidence base and shed light on the uncertainties of the procedure. Authorities responsible for the ethical governance of UTx trials are advised to draw on the ethical framework used in the oversight of surgical innovation. (shrink)

Business Ethics, the Environment & Responsibility, EarlyView.

It is unknown whether hospital-based medical professionals in Spain educate patients about advance directives. The objective of this research was to determine the frequency of hospital-based physicians’ and nurses’ engagement in AD discussions in the hospital and which patient populations merit such efforts. A short question-and-answer-based survey of physicians and nurses taking care of inpatients was conducted at a university hospital in Madrid, Spain. In total, 283 surveys were collected from medical professionals, of whom 71 per cent were female, with (...) an average age of thirty-four years. Eighty-four per cent had never educated patients about ADs because of lack of perceived responsibility, time, or general knowledge of ADs. Patient populations that warranted AD discussions included those with terminal illnesses, chronic diseases, and elderly patients. Regarding degree of AD understanding in medical professionals: 57 per cent of medical professionals claimed sufficient general knowledge of ADs, 19 per cent understood particulars regarding AD document creation, and 16 per cent were aware of AD regulatory policies. Engagement in AD discussions was considered important by 83 per cent of medical professionals, with 79 per cent interested in participating in such discussions themselves. The majority of hospital physicians and nurses do not educate their patients about ADs, despite acknowledging their importance. Patient populations of highest priority included those with terminal diseases or chronic illness or who are of advanced age. (shrink)

Critical thinking is a complex, dynamic process formed by attitudes and strategic skills, with the aim of achieving a specific goal or objective. The attitudes, including the critical thinking attitudes, constitute an important part of the idea of good care, of the good professional. It could be said that they become a virtue of the nursing profession. In this context, the ethics of virtue is a theoretical framework that becomes essential for analyse the critical thinking concept in nursing care and (...) nursing science. Because the ethics of virtue consider how cultivating virtues are necessary to understand and justify the decisions and guide the actions. Based on selective analysis of the descriptive and empirical literature that addresses conceptual review of critical thinking, we conducted an analysis of this topic in the settings of clinical practice, training and research from the virtue ethical framework. Following JBI critical appraisal checklist for text and opinion papers, we argue the need for critical thinking as an essential element for true excellence in care and that it should be encouraged among professionals. The importance of developing critical thinking skills in education is well substantiated; however, greater efforts are required to implement educational strategies directed at developing critical thinking in students and professionals undergoing training, along with measures that demonstrate their success. Lastly, we show that critical thinking constitutes a fundamental component in the research process, and can improve research competencies in nursing. We conclude that future research and actions must go further in the search for new evidence and open new horizons, to ensure a positive effect on clinical practice, patient health, student education and the growth of nursing science. (shrink)

Background: Patients at the end-of-life and their families experience a strong emotional impact. The wellbeing of the patient at the end-of-life and their family caregiver are related. Aim: to explore the elements related with the emotional wellbeing of patients with and without cognitive impairment at the end-of-life and that of their primary family caregivers. Design: Cross- sectional study. Participants: data was collected from 202 patients at the end of life with different diagnosis (COPD, cancer and frail elderly) as well as (...) from their respective 202 primary family caregivers. Results: Structural equation models indicated that the emotional state of the patients was best predicted by their functional independence and the burden of their family caregivers. At the same time, the emotional state of the primary family caregiver was predicted by their burden and not by the cognitive state or the functional independence of the patient. Nevertheless, the burden of the family caregiver, which is the only variable predicting both the emotional state of the patient and that of the caregiver, was directly related with the functional independence of the patient and indirectly with the patient’s cognitive state. Conclusions: The burden of the family caregiver stands out as a key factor in the reduction of the emotional distress of patients at the end-of-life –whether or not they present significant cognitive impairment- and that of their family caregivers. (shrink)

SARS and monkeypox have given the public health community a unique opportunity to examine the use of quarantine measures. Until recently, the word “quarantine”was not used in polite conversation, and evoked unsavory images. The recent SARS epidemic illustrated the important role of quarantine and isolation as a public health response to communicable disease.As public health officials in Toronto began to take control of the SARS epidemic, a second wave of the disease emerged. In the first SARS epidemic, approximately 8,200 individuals (...) were isolated. There were approximately 82 probable cases, 66 suspect cases, and 24 deaths. On May 22, 2003, SARS II emerged. In total, approximately 13,000 people were quarantined. SARS II saw the onset of difficult questions being asked about the control and spread of SARS.The province of Ontario establishes the public health policies and legislative framework for the entire province. (shrink)

SARS and monkeypox have given the public health community a unique opportunity to examine the use of quarantine measures. Until recently, the word “quarantine”was not used in polite conversation, and evoked unsavory images. The recent SARS epidemic illustrated the important role of quarantine and isolation as a public health response to communicable disease.As public health officials in Toronto began to take control of the SARS epidemic, a second wave of the disease emerged. In the first SARS epidemic, approximately 8,200 individuals (...) were isolated. There were approximately 82 probable cases, 66 suspect cases, and 24 deaths. On May 22, 2003, SARS II emerged. In total, approximately 13,000 people were quarantined. SARS II saw the onset of difficult questions being asked about the control and spread of SARS.The province of Ontario establishes the public health policies and legislative framework for the entire province. (shrink)

El presente trabajo es un estudio descriptivo y con un enfoque sincrónico que da muestra de las deficiencias de los profesores universitarios al redactar textos científicos. Este estudio tiene como objetivo proponer varias acciones de superación para perfeccionar el manejo del lenguaje y el arte de redactar de los docentes de la Universidad de Ciencias Médicas "Dr. Faustino Pérez Hernández" de la provincia Sancti Spíritus que cursan la octava edición de la Maestría en Ciencias de la Educación de la Universidad (...) de Sancti Spíritus "José Martí Pérez". Para darle cumplimiento a este propósito, se aplicaron varios métodos y técnicas de recolección de datos a una muestra seleccionada al azar de informantes y de sus publicaciones, lo que permitió fundamentar la existencia de varias problemáticas en la redacción científica de dichos profesores y la necesidad de implementar formas organizativas básicas del proceso de educación de posgrado para su inmediata y eficaz aplicación. The present work is a descriptive study grounded in a synchronic approach that identifies the deficiencies of university professors when writing scientific texts. This study aims to propose several measures to improve the use of language and the art of writing of teachers of the " Dr. Faustino Pérez Hernández" University of Medical Sciences in Sancti Spíritus, Cuba who are participating in the eighth edition of the Master's Degree in Educational Sciences program at the "José Martí Pérez" University, also located in Sancti Spiritus. Several methods and techniques of data collection were applied to a random sample of informants and their scientific articles. This allowed for the detection of several problems in scientific writing and the need to implement basic organizational forms of postgraduate education for immediate and effective application. (shrink)

La contribution s’intéresse aux transitions institutionnelles dans la formation en travail social et aux effets de ces évolutions dans le rapport au travail des formateurs. Elle a pour objet de repérer les mouvements mais aussi les tensions, les difficultés, les transactions nécessaires pour (re) donner du sens à l’activité et construire de nouveaux repères professionnels entre travail prescrit, travail rêvé/idéalisé et réel du travail de formation. Des entretiens ont été conduits dans quatre établissements de formation d’une même région. L’analyse du (...) corpus a permis de mettre à jour quelques grandes problématiques qui traversent le monde des formateurs en travail social, en prise avec les évolutions du secteur. Les résultats donnent à comprendre les remaniements identitaires et les formes d’implication des acteurs. Ils montrent la nécessite de « faire collectif », de retrouver des marges d’action et assurer sa mission de façon plus éclairée et mieux soutenue. (shrink)

Although entrepreneurial intention has been widely studied using cognitive models, we still lack entrepreneurial vocation and, therefore, lack disruptive innovations. Entrepreneurship scholars have some understanding of the reasons underlying this weakness, although there is much room for improvement in our learning concerning how to promote entrepreneurship among university students, especially in the transformed context of digital technologies. This paper focuses on the early stages of start-up, and in particular seeks to evaluate what role social and psychological factors play in the (...) development of entrepreneurial intentions. Drawing on network theory, we consider the impact of social networks on entrepreneurial intention. Specifically, we analyze the influence of two types of social networks: face-to-face and online social networks, with the latter proving especially important in digital transformations. In addition, based on affective congruency theory, we relate affect with entrepreneurial intention. Particularly, we evaluate the influence of positive and negative dispositional affectivity on the formation of entrepreneurial intentions. Finally, since affect and emotions can also be related with social relationships, we analyze whether dispositional affectivities influence entrepreneurial intention through the mediation effect of social networks. Using structural equation modeling, we confirm the impact of both online and face-to-face social networks, as well as positive dispositional affectivity on entrepreneurial intention for 589 higher education students in Spain. However, negative dispositional affectivity is not seen to influence entrepreneurial intention. Furthermore, both face-to-face and online social networks are influenced by positive dispositional affectivity. Moreover, these two types of networks can even partially mediate the relationship between positive dispositional affectivity and entrepreneurial intention. Positive dispositional affectivity can thus influence entrepreneurial intention in two different ways: directly and indirectly through both face-to-face and online social networks. This study provides further insights and adds to the literature on affect, social networks, and entrepreneurial intention. From a broader perspective, we also contribute to the literature on disruptive innovations by explaining how the development of entrepreneurial intentions would have positive consequences for university students vis-à-vis achieving these disruptive innovations. (shrink)

Business Ethics, the Environment & Responsibility, Volume 31, Issue 1, Page 192-208, January 2022.

Researchers working in the field of ecosystem services (ES) have long acknowledged the importance of recognising multiple values in ecosystems and biodiversity. Yet the operationalisation of value pluralism in ES assessments remains largely elusive. The aim of this research is to present a taxonomy of values and valuation methods to widen the evaluative space for ES. First, we present our preanalytic positions in regards to the values and valuation of ES. Second, we review different value definitions that we deem relevant (...) for the discussion of ES valuation. Third, we propose a taxonomy of ES values based on different conceptions of human-nature relationships. Finally, we present a taxonomy of different methods that can be used to recognise plural values in ES. This taxonomy for a plural valuation can help ES scientists and practitioners with their aim of representing people's multiple and context-specific ways of valuing nature. The taxonomy can also serve to pay broader attention to ES values that are overlooked or misrepresented in assessments that restrict their focus to monetary valuations. (shrink)

Handwriting is a complex activity that involves continuous interaction between lower-level handwriting and motor skills and higher-order cognitive processes. It is important to allocate mental resources to these high-order processes since these processes place a great demand on cognitive capacity. This is possible when lower-level skills such as transcription are effortlessness and fluent. Given that fluency is a value in virtually all areas of academic learning, schools should provide instructional activities to promote writing fluency from the first stages of learning (...) to write. In an effort to determine if teaching handwriting enhances writing fluency, we conducted a systematic and meta-analytic review of the writing fluency intervention literature. We selected 31 studies: 21 true and quasi-experimental studies, 4 single-group design, 3 single-subject design, and 3 non-experimental studies, conducted with K-6 students in a regular school setting. A total of 2,030 students participated in these studies. When compared to no instruction or non-handwriting instructional conditions, teaching different handwriting intervention programs resulted in statistically significant greater writing fluency. Moreover, three specific handwriting interventions yielded statistically significant results in improving writing fluency, when compared to other handwriting interventions or to typical handwriting instruction conditions: handwriting focused on training timed transcription skills, multicomponent handwriting treatments, and performance feedback. There were not enough data to calculate the impact of sensory-motor and self-regulated strategy handwriting interventions on writing fluency. The significance of these findings for implementing and differentiating handwriting fluency instruction and guiding future research will be discussed. (shrink)

PurposeInformation and communications technologies (ICTs) have transformed the lives of many people around the world, yet billions remain unconnected. While many initiatives attempt to “connect the unconnected,” initiatives focused on access and skills-development alone will still fall short. Based on the authors’ experience with the SolarSPELL initiative, this study aims to propose using the concept of socio-technical awareness as a step forward in conceptualizing a more accurate picture of capabilities necessary to enable people to make meaningful use of the internet.Design/methodology/approachThis (...) paper uses an integrative literature review for the ideas related to the digital divide, digital inclusion and digital literacies, as well as the applied work of the authors in the SolarSPELL initiative, to develop the concept of socio-technical awareness, which is presented as a method for understanding empowered, meaningful internet use.FindingsThe argument is made that access, skills- and literacy-development are necessary but insufficient conditions for meaningful ICTs use. Accordingly, a third concept, socio-technical awareness, is introduced, and the case is made for including this concept in both application and measurement of meaningful use of ICTs.Practical implicationsThe design of digital inclusion initiatives should focus on increasing socio-technical awareness to empower users to make meaningful use of digital technologies.Originality/valueTaking a step further than most assessments of the digital divide or digital inclusion, this study proposes that to achieve meaningful internet use, people need access, requisite skills development and socio-technical awareness, to be able to make informed, empowered decisions about ICT use. (shrink)

Diseases of complex origin have a component of quantitative genetics that contributes to their susceptibility and phenotypic variability. However, after several studies, a major part of the genetic component of complex phenotypes has still not been found, a situation known as “missing heritability.” Although there have been many hypotheses put forward to explain the reasons for the missing heritability, its definitive causes remain unknown. Complex diseases are caused by multiple intermediate phenotypes involved in their pathogenesis and, very often, each one (...) of these intermediate phenotypes also has a component of quantitative inheritance. Here we propose that at least part of the missing heritability can be explained by the genetic component of intermediate phenotypes that is not detectable at the level of the main complex trait. At the same time, the identification of the genetic component of intermediate phenotypes provides an opportunity to identify part of the missing heritability of complex diseases. (shrink)

It is a matter of fact that Europe is facing more and more crucial challenges regarding health and social care due to the demographic change and the current economic context. The recent COVID-19 pandemic has stressed this situation even further, thus highlighting the need for taking action. Active and Assisted Living technologies come as a viable approach to help facing these challenges, thanks to the high potential they have in enabling remote care and support. Broadly speaking, AAL can be referred (...) to as the use of innovative and advanced Information and Communication Technologies to create supportive, inclusive and empowering applications and environments that enable older, impaired or frail people to live independently and stay active longer in society. AAL capitalizes on the growing pervasiveness and effectiveness of sensing and computing facilities to supply the persons in need with smart assistance, by responding to their necessities of autonomy, independence, comfort, security and safety. The application scenarios addressed by AAL are complex, due to the inherent heterogeneity of the end-user population, their living arrangements, and their physical conditions or impairment. Despite aiming at diverse goals, AAL systems should share some common characteristics. They are designed to provide support in daily life in an invisible, unobtrusive and user-friendly manner. Moreover, they are conceived to be intelligent, to be able to learn and adapt to the requirements and requests of the assisted people, and to synchronise with their specific needs. Nevertheless, to ensure the uptake of AAL in society, potential users must be willing to use AAL applications and to integrate them in their daily environments and lives. In this respect, video- and audio-based AAL applications have several advantages, in terms of unobtrusiveness and information richness. Indeed, cameras and microphones are far less obtrusive with respect to the hindrance other wearable sensors may cause to one’s activities. In addition, a single camera placed in a room can record most of the activities performed in the room, thus replacing many other non-visual sensors. Currently, video-based applications are effective in recognising and monitoring the activities, the movements, and the overall conditions of the assisted individuals as well as to assess their vital parameters. Similarly, audio sensors have the potential to become one of the most important modalities for interaction with AAL systems, as they can have a large range of sensing, do not require physical presence at a particular location and are physically intangible. Moreover, relevant information about individuals’ activities and health status can derive from processing audio signals. Nevertheless, as the other side of the coin, cameras and microphones are often perceived as the most intrusive technologies from the viewpoint of the privacy of the monitored individuals. This is due to the richness of the information these technologies convey and the intimate setting where they may be deployed. Solutions able to ensure privacy preservation by context and by design, as well as to ensure high legal and ethical standards are in high demand. After the review of the current state of play and the discussion in GoodBrother, we may claim that the first solutions in this direction are starting to appear in the literature. A multidisciplinary debate among experts and stakeholders is paving the way towards AAL ensuring ergonomics, usability, acceptance and privacy preservation. The DIANA, PAAL, and VisuAAL projects are examples of this fresh approach. This report provides the reader with a review of the most recent advances in audio- and video-based monitoring technologies for AAL. It has been drafted as a collective effort of WG3 to supply an introduction to AAL, its evolution over time and its main functional and technological underpinnings. In this respect, the report contributes to the field with the outline of a new generation of ethical-aware AAL technologies and a proposal for a novel comprehensive taxonomy of AAL systems and applications. Moreover, the report allows non-technical readers to gather an overview of the main components of an AAL system and how these function and interact with the end-users. The report illustrates the state of the art of the most successful AAL applications and functions based on audio and video data, namely lifelogging and self-monitoring, remote monitoring of vital signs, emotional state recognition, food intake monitoring, activity and behaviour recognition, activity and personal assistance, gesture recognition, fall detection and prevention, mobility assessment and frailty recognition, and cognitive and motor rehabilitation. For these application scenarios, the report illustrates the state of play in terms of scientific advances, available products and research project. The open challenges are also highlighted. The report ends with an overview of the challenges, the hindrances and the opportunities posed by the uptake in real world settings of AAL technologies. In this respect, the report illustrates the current procedural and technological approaches to cope with acceptability, usability and trust in the AAL technology, by surveying strategies and approaches to co-design, to privacy preservation in video and audio data, to transparency and explainability in data processing, and to data transmission and communication. User acceptance and ethical considerations are also debated. Finally, the potentials coming from the silver economy are overviewed. (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)

The removal of water from mines was one of the key issues that former miners had to deal with. Roman colonists brought new technology to the Iberian Peninsula that addressed this problem. However, they did not invent this technology because it had already been applied to the growth of other endeavours in the Hellenistic society throughout the Eastern Mediterranean. In the mine, the Archimedes screw, waterwheels, bucket pulleys, and Ctesibius pumps were the primary drainage systems. In this essay, the primary (...) characteristics, and modes of operation of machines are examined. Without leaving out the most significant finds made in the southwest of the Iberian Peninsula, one of the regions with the longest history of mining exploitation. To serve as a foundation for future research in this field, this work compares the primary mining mechanisms in ancient Huelva on a qualitative and quantitative level by the implementation of a TOPSIS methodology, a multi-criteria decision analysis method. (shrink)

Resumen: En este artículo sostengo que los planteamientos de Jakob von Uexküll constituyen un apoyo científico decisivo para las reflexiones metafísicas de Martin Heidegger sobre el mundo, más allá de lo que el mismo Heidegger reconoce explícitamente. En particular, los estudios de Jakob von Uexküll enfatizan, de mejor manera que el mecanicismo y el vitalismo, la relación que existe entre el medio ambiente y el mundo interior del animal, lo que es fundamental para que Heidegger sostenga en su lección (...) de invierno de 1929 y 1930 que la esencia del animal es el "perturbamiento".: In this paper I argue that the scientific approaches of Jakob von Uexküll crucially support Martin Heidegger's metaphysical reflections about the world, beyond what Heidegger himself explicitly recognized. In particular, Jakob von Uexküll's studies emphasized, better than mechanicism and vitalism, the relationship between the environment and the inner world of the animal, which is crucial for Heidegger to claim in his winter 1929-1930 lessons that the essence of the animal is "disturbance". (shrink)