Deep Learning has been widely used for tackling challenging natural language processing tasks over the recent years. Similarly, the application of Deep Neural Networks in legal analytics has increased significantly. In this survey, we study the early adaptation of Deep Learning in legal analytics focusing on three main fields; text classification, information extraction, and information retrieval. We focus on the semantic feature representations, a key instrument for the successful application of deep learning in natural language processing. Additionally, we share pre-trained (...) legal word embeddings using the word2vec model over large corpora, comprised legislations from UK, EU, Canada, Australia, USA, and Japan among others. (shrink)

The present study proposes a new reconstruction and a new interpretation of a quite singular piece of sculpture with relief decoration, discovered on Melos at the beginning of the last century. It belongs to the permanent collection of Roman sculpture of the National Archaeological Museum of Athens. After a detailed presentation and iconographical analysis of its relief decoration, we proceed to a new interpretation of its function, always in connection with the social, historical and artistic context of the Cyclades in (...) Late Antiquity. (shrink)

In 2009 during excavations at the courtyard of the late eleventh-/early twelfth-century CE church of Aghios Ioannis Theologhos at the site of Palio Ligourio, the first incubation relief from the Asklepieion of Epidauros was unearthed (Epidauros Museum inv. no. 1305). The relief, dated to the beginning of the fourth century and, probably, imported from Athens, depicts an incubation scene and the associated dream. Asklepios and his wife, Epione, preside over their sons, Machaon and Podaleirios, conveying the power of healing to (...) an ailing man, reclining on a stibas, until now not documented otherwise in the sanctuary of Epidauros. (shrink)

Explainable artificial intelligence has become a vitally important research field aiming, among other tasks, to justify predictions made by intelligent classifiers automatically learned from data. Importantly, efficiency of automated explanations may be undermined if the end user does not have sufficient domain knowledge or lacks information about the data used for training. To address the issue of effective explanation communication, we propose a novel information-seeking explanatory dialogue game following the most recent requirements to automatically generated explanations. Further, we generalise our (...) dialogue model in form of an explanatory dialogue grammar which makes it applicable to interpretable rule-based classifiers that are enhanced with the capability to provide textual explanations. Finally, we carry out an exploratory user study to validate the corresponding dialogue protocol and analyse the experimental results using insights from process mining and argument analytics. A high number of requests for alternative explanations testifies the need for ensuring diversity in the context of automated explanations. (shrink)

In this article, the author reveals the question of the relationship between the political concepts of “conservatism” and “reaction,” their evolution in the historical context, as well as the special place of conservatism in the Russian political tradition.

The purpose of this article is to present an educative experience carried out in a university context, in order to discuss of the ways that peer tutoring could contribute to the development of the pedagogical skills of future and novice teachers of French as a Foreign Language. The aforementioned case study lasted throughout an academic semester and involved undergraduate and graduate students.

This article shows what difficulties are connected with the enactivist interpretation of Heidegger and what options can be found to overcome them. First of all, the epistemological attitude of enactivism is outlined. This attitued forced the enactivist theoreticians (i.e. Francisco Varela and Evan Thompson) to turn to the “cognitive” understanding of Heidegger. The rejection of cognitivism and connectionism as equally “disembodied” ways of understanding consciousness in favor of an “embodied” approach led enactivist theorists to turn to the phenomenological tradition and, (...) in particular, to the cognitive interpretations of Heidegger. Secondly, the reasons for disappointment in the Heideggerian heritage, expressed by the theorists of enactivism, are considered. It is shown that the main reason for this disappointment was the basic incompatibility of the enactivist approach to consciousness, based on the Husserlian concept of intentionality, with Heidegger's approach. Natalie Depraz' non-intentional approach based on her interpretation of the concept of Gelassenheit is named as an example of overcoming the contradictions that arise in enactivism. (shrink)

The aim of this paper is to introduce the concept of the mirror as a methodological tool, with which Plato discusses reflection and describes the mimetic phenomena. The notion of the mirror first presents Plato’s view on the metaphysical division of the world. It then accounts for Plato’s hostility towards the poets and reveals that the ideal polis is the product of a special kind of philosophical mimesis. I argue that Plato’s own mirror is the dialogues he writes, and the (...) perfection of his mimetic activity is juxtaposed to the hazardous imitations of the poets. (shrink)

Exploration of brain pathways involved in religious experience has been the focus of research by Andrew Newberg and colleagues. Although the import of this work sheds new light on the human capacity to experience divine reality, the theological implications drawn from this research are vague and lack an appropriate methodology to provide critical distinctions. This paper offers a theological response to Newberg's work by highlighting several aspects of this research including the relationship between theological judgments and empirical observations, the uniqueness (...) of human transcendence, and the appropriateness of measuring mystical experience. (shrink)

The purpose of the study is to analyze and systematize the types of contracts which contain the concept of a lifecycle business model based on international and Russian experience. The article examines the genesis of lifecycle contracts from the moment of their first approbation in the early 1990s to the present day. Particular attention is paid to the comparison of various types of contracts and the experience of their application in the Russian economy. The scientific novelty consists of the development (...) of a typology of lifecycle contracts, that can be used in further scientific work and in the practical activities of Russian enterprises. As a result of the research, it was revealed that in the world practice there are four most widespread types of lifecycle contracts, but in the Russian economy, lifecycle contracts are implemented so far only as experiments. (shrink)

This article examines the passing of the Palamedes episode, a matter from the subtexts of the Epic Cycle, into Byzantine rhetoric. This scene forms the center of a topic in the Progymnasmata of three Byzantine writers, Nikolaos Sophistes, Nikephoros Basilakes and George Pachymeres, while at the same time this matter is used (with a different function) also by Constantine Manasses, in his Synopsis Chronike. The way of use and the evaluation of the episode in these texts are examined in detail. (...) In particular, Basilakes' and Pachymeres' Progymnasmata (διηγήματα), in which the Palamedes episode is used in an autonomous way, are compared with each other, and the differences of style, syntax, grammar and vocabulary between the texts of these wo writers are determined. (shrink)

Background End-of-life decisions for neonates with adverse prognosis are controversial and raise ethical and legal issues. In Greece, data on physicians’ profiles, motivation, values and attitudes underlying such decisions and the correlation with their background are scarce. The aim was to investigate neonatologists' attitudes in Neonatal Intensive Care Units and correlate them with self-reported practices of end-of-life decisions and with their background data. Methods A structured questionnaire was distributed to all 28 Neonatal Intensive Care Units in Greece. One hundred and (...) sixty two out of 260 eligible physicians answered anonymously the questionnaire. Demographic and professional characteristics, self-reported practices and opinions were included in the questionnaire, along with a questionnaire of 12 items measuring physicians’ attitude and views ranging from value of life to quality of life approach. Results Continuation of treatment in neonates with adverse prognosis without adding further therapeutic interventions was the most commonly reported EoL practice, when compared to withdrawal of mechanical ventilation. Physicians with a high attitude score were more likely to limit, while those with a low score were more likely for continuation of intensive care. Physicians’ educational level, involvement in research, religion and position on the existing legal framework were factors that affected the attitude score. Conclusions Physicians presented with varying end-of-life practices. Limiting interventions in neonates with poor prognosis was strongly related to their attitudes. The most important predictors for physicians' attitudes were religiousness and belief for Greek legal system reform. (shrink)

We review some known results about the Ramsey property for partitions of reals, and we present a certain two-person game such that if either player has a winning strategy then a homogeneous set for the partition can be constructed, and conversely. This gives alternative proofs of some of the known results. We then discuss possible uses of the game in obtaining effective versions of Ramsey's theorem and prove a theorem along these lines.

The UK’s Cancer Drugs Fund (CDF) was introduced in 2010 following the Conservative Party’s promise to address the fact that numerous efficacious cancer drugs were not available because of their cost ineffectiveness, as deduced by the National Institute of Health and Care Excellence. While, at face value, this policy appears only to promote the UK’s public welfare, a deeper analysis reveals the ethically unjustifiable inconsistencies that the CDF introduces; where is the analogous fund for other equally severe diseases? Have the (...) patients without cancer been neglected simply due to the fear-inducing advertising and particularly ferocious speech which surrounds cancer? The CDF is unjustifiable when challenged by such questions. However, it is troubling to think that the CDF might be repealed in order to abolish these ethical concerns. Intuitively, one feels uncomfortable stripping the cancer patient of their benefits just so that they might be on an equally pessimistic footing with others. In the present essay, I argue that, although there are no ethically justifiable grounds for the CDF’s introduction, its removal would be inappropriate. Following this realisation, I investigate whether the procedural steps of the CDF itself—theoretically removed from the context of resource distribution for all disease types—represent an ethically justifiable system. I believe that the answer is yes, given the CDF’s conformity to accountability for reasonableness, a robust framework of procedural justice, which continuously improves the ethical and epistemological standards of the policies to which it is applied. (shrink)

Pensamiento atrevido y nuevo, visión abierta, donde el lector hallará cuestiones clave del conocimiento, pero también del confundir y fundir, metafísica, física, antropología, sociedad. Desde la psicología a la reunión de los hombres en ciudades, la política, todo penetrado de la mirada estética, como si el saber fuera una de las bellas artes. Cuestiones como la Orden del Temple, la francmasonería, el ciber-arte, la clonación de obras artísticas o las bibliotecas digitales se convierten en ejemplos para una filosofía alternativa. Ilia (...) Galán, Titular de Estética y Teoría del Arte en la Universidad Carlos III de Madrid y profesor invitado en las universidades de Oxford, Harvard, la Sorbona, New Tork University, etc. Columnista habitual en El País, y otros periódicos. Entre sus libros, editados en varios idiomas, destacan: El Dios de los dioses (Ciencia del Arte) 1993, El romanticismo: Schelling o el arte divino Madrid, 1999, Actualidad del pensamiento de Sem Tob (filosofía hispano-hebrea del siglo XIV), 2003, 2004. Teorías del arte desde el siglo XXI, 2005, Sabiduría oculta en el Camino de Santiago, 2011. (shrink)

With this book Ilia Delio has provided a long needed introduction to Bonaventures thought.

Background: End-of-life decision-making for terminally ill neonates raises important legal and ethical issues. In Greece, no recent data on nurses’ attitudes and involvement in end-of-life decisions are available. Research question/aim: To investigate neonatal nurses’ attitudes and involvement in end-of-life decisions and the relation to their socio-demographic and work-related background data. Research design: A survey was carried out in 28 neonatal intensive care units between September 2018 and January 2019. A structured questionnaire was distributed by post. Participants and research context: The (...) questionnaire was answered anonymously by 312 nurses (response rate, 71.1%) and returned to the investigators. Ethical considerations: The study was approved by the Bioethics and Research Committee of Aretaieio Hospital in accordance with the Helsinki Declaration. Findings: Nurses more often reported involvement in various end-of-life decisions, such as continuation of treatment without adding further therapeutic interventions for terminally ill neonates, while less reported were mechanical ventilation withdrawal and drug administration to end life. Nurses with a high attitude score, reflecting a more quality-of-life approach, were more likely to be involved in setting limits to intensive care. α low score was consistent with life preservation. Nurses’ religiousness ( p = 0.097), parenthood ( p = 0.093), involvement in daily practice ( p = 0.03), and position on the existing legal framework ( p < 0.002) influenced their attitude score. Discussion: The likelihood of nurses to support interventions in neonates with poor prognosis in neonatal intensive care units was related to their attitudes. After adjusting for potential confounders, the most important predictors for nurses’ attitudes were parenthood, involvement in daily practice, and position supporting current legislation reform. Conclusion: Variability in involvement in end-of-life decisions among nurses exists on a national level. (shrink)

Human-robot collaboration, whereby the human and the robot join their forces to achieve a task, opens new application opportunities in manufacturing. Robots can perform precise and repetitive operations while humans can execute tasks that require dexterity and problem-solving abilities. Moreover, collaborative robots can take over heavy-duty tasks. Musculoskeletal disorders (MSDs) are a serious health concern and the primary cause of absenteeism at work. While the role of the human is still essential in flexible production environment, the robot can help decreasing (...) the workload of workers. This paper describes a novel framework for task allocation of human-robot assembly applications based on capabilities and ergonomics considerations. Capable agents are determined on the basis of agent characteristics and task requirements. Ergonomics is integrated by measuring the human body posture and the related workload. The developed framework was validated on a gearbox assembly use case using the collaborative robot Baxter. (shrink)

F. 1v-9v of the codex Vat. gr. 1020, which is dated to the first half of the 14th century, contains seven unknown and anonymous letters, the last one mutilated. In this study, at first, the ascription of the letters to Maximus Neamonites as proposed by the database of the PINAKES is rejected, and a number of assumptions are made concerning the name of their writer in the light of the little prosopographical information offered. The content is studied, as well as (...) the style of the letters and their place in the literary context of the Palaiologan Rennaisance of the 13th-14th centuries. A critical edition of the letters completes the article. (shrink)

Designing a mechanism that provides a direct incentive for an individual to report her utility function over several alternatives is a difficult task. A framework for such mechanism design is the following: an individual (a decision maker) is faced with an optimization problem (e.g., maximization of expected utility), and a mechanism designer observes the decision maker’s action. The mechanism does reveal the individual’s utility truthfully if the mechanism designer, having observed the decision maker’s action, infers the decision maker’s utilities over (...) several alternatives. This paper studies an example of such a mechanism and discusses its application to the problem of optimal social choice. Under certain simplifying assumptions about individuals’ utility functions and about how voters choose their voting strategies, this mechanism selects the alternative that maximizes Harsanyi’s social utility function and is Pareto-efficient. (shrink)

There is a dilemma in modern medicine, and, as a general family practitioner, this dilemma has great impact on me as a professional with a responsibility to my patients, and on the treatments I prescribe. Every day we receive a lot of updated information about relevant issues in treatment of various conditions we encounter in our daily practice. There is a great deal of interesting, serious research; however, frequently results and conclusions are very different and at times, contradictory. It is (...) extremely difficult to evaluate updated research information, and to understand trends in current medicine. Our responsibility to our patients is to find a solution for this problem. (shrink)

Journal Name: Semiotica - Journal of the International Association for Semiotic Studies / Revue de l'Association Internationale de Sémiotique Volume: 2013 Issue: 195 Pages: 1-44.

Decision making in noisy and changing environments requires a fine balance between exploiting knowledge about good courses of action and exploring the environment in order to improve upon this knowledge. We present an experiment on a restless bandit task in which participants made repeated choices between options for which the average rewards changed over time. Comparing a number of computational models of participants’ behavior in this task, we find evidence that a substantial number of them balanced exploration and exploitation by (...) considering the probability that an option offers the maximum reward out of all the available options. (shrink)

The relationship between being and goodness is one of the most engaging philosophical questions, particularly in light of the new science, which pointsto the interconnectedness of the physical world. The relationship between being and goodness is examined here in the thought of Bonaventure, who maintainsa primacy of the good. Bonaventure’s integration of philosophy and theology provides an understanding of being as goodness and hence an understandingof being as relational and generative. Because being is good, created reality is intrinsically good and (...) bears within it an inner dynamic toward the pleroma oflove. The implications of Bonaventure’s metaphysics of the good for ecology and epistemology are explored. (shrink)