This paper describes the central role of peace in the Bahá’í Faith. For Bahá’ís, peace begins at the level of the individual and migrates outward to the community, nation, and the world. The article explains how the Bahá’í Faith outlines a covenant – an agreement between Bahá’ís and between Bahá’ís and the world – made manifest in an Administrative Order in which the ascertainment of peaceful principles and the establishment of peaceful practices are developed. The paper explains how concepts like (...) the oneness of humanity, the symbiosis between science and religion, and the unity of religion and God combine with ideals like justice, equality, and consultation to form a Bahá’í approach to the creation and maintenance of peace. Integration and disintegration – broad-structured, dynamic effects that shift societies and the world – will help to usher in two main aspects of a present and future Bahá’í order: the Lesser Peace and the Most Great Peace. The Lesser Peace is defined by the efforts of nations and international actors to form a broad-based, global peace. The Most Great Peace describes the arrival and ascendance of the Bahá’í Administrative Order, which will result in an unprecedented level of global peace and security. (shrink)

Emotion recognition systems have been of interest to researchers for a long time. Improvement of brain-computer interface systems currently makes EEG-based emotion recognition more attractive. These systems try to develop strategies that are capable of recognizing emotions automatically. There are many approaches due to different features extractions methods for analyzing the EEG signals. Still, Since the brain is supposed to be a nonlinear dynamic system, it seems a nonlinear dynamic analysis tool may yield more convenient results. A novel approach in (...) Symbolic Time Series Analysis for signal phase space partitioning and symbol sequence generating is introduced in this study. Symbolic sequences have been produced by means of spherical partitioning of phase space; then, they have been compared and classified based on the maximum value of a similarity index. Obtaining the automatic independent emotion recognition EEG-based system has always been discussed because of the subject-dependent content of emotion. Here we introduce a subject-independent protocol to solve the generalization problem. To prove our method’s effectiveness, we used the DEAP dataset, and we reached an accuracy of 98.44% for classifying happiness from sadness. It was 93.75% for three, 89.06% for four, and 85% for five emotional groups. According to these results, it is evident that our subject-independent method is more accurate rather than many other methods in different studies. In addition, a subject-independent method has been proposed in this study, which is not considered in most of the studies in this field. (shrink)

This paper deals with the application of the metabolic control theory, especially the measurement of control coefficients, to the threonine pathway inE. coli. The control coefficient of a step on a metabolic flux quantitatively assesses the flux response to the step variations. This concept is particularly relevant both in pathological situations (decrease in the activity of an enzymatic step in the metabolism) and in biotechnologies, where, on the contrary steps are amplified.Measurement of the control coefficients of the steps of a (...) metabolic network makes it possible to know those whose amplification should lead to a simultaneous increase in the fluxes. (shrink)

carrington places race and racism at the center of his densely written analysis of science fiction, fantasy, utopia, and other forms of popular culture. He moves easily between a broad range of forms, which include memoirs, television series, comic books, novels, novelizations, fandom and fanzines, and short fiction and fiction circulated on the Internet. Popular culture helps us to construct notions of identity and race, and for carrington many constituent groups, notably fans, develop its key concepts and values.Speculative fiction is (...) for carrington a framework that links these various forms of popular culture. Here, SF is a genre different from literature, as it is situated closer to, and is more deeply... (shrink)

Building design based on principles of architecture in harmony with the climate of each region, in addition to creating thermal comfort in building interiors, reduces fuel consumption and more important it will demonstrate a clean and green environment. This issue becomes more intense in some geological areas like Khoramshahr in Iran, which has a warm, tropical and critical climate, since if this issue is not taking into account, using air conditioning utilities would be necessary in most periods of the year. (...) According to the studies, buildings in harmony with the climate of Khorramshahr will be able to adjust the thermal conditions of their interiors naturally to the human comfort level in 82 % of cases during a year. In such a building, only in 18% of cases during a year, using mechanical systems for cooling the internal spaces is essential. The main problem in this climate is cooling the interior spaces in hot season but in winter these spaces can be kept warm at the level of comfort by using passive or active solar energy or by using simple thermal devices in some situations. This all issues give a good answer to the rules of green architecture which they were carried out by traditional architects as well. Research method of this paper is mainly descriptive and analytical which study the traditional housing of Khorramshahr has been considered for achieving climatic design principles. The results of the studies show that the most problematic issue in this climate is the dry and dusty wind in summer. Since in winter, using solar cooling systems perform a situation that restricts unfavorable climatic factors. In this paper both of above mentioned issues were solved through some guidelines in the area of green architecture. (shrink)

Cognitive control is not only componential, but those components may interact in complicated ways in the service of cognitive control tasks. This complexity poses a challenge for developing an ontological description, because the mapping may not be direct between our task descriptions and true component differences reflected in indicators. To illustrate this point, I discuss two examples: (a) the relationship between adaptive gating and working memory and (b) the recent evidence for a control hierarchy. From these examples, I argue that (...) an ontological program must simultaneously seek to identify component processes and their interactions within a broader processing architecture. (shrink)

The prevailing discourse around AI ethics lacks the language and formalism necessary to capture the diverse ethical concerns that emerge when AI systems interact with individuals. Drawing on Sen and Nussbaum's capability approach, we present a framework formalizing a network of ethical concepts and entitlements necessary for AI systems to confer meaningful benefit or assistance to stakeholders. Such systems enhance stakeholders' ability to advance their life plans and well-being while upholding their fundamental rights. We characterize two necessary conditions for morally (...) permissible interactions between AI systems and those impacted by their functioning, and two sufficient conditions for realizing the ideal of meaningful benefit. We then contrast this ideal with several salient failure modes, namely, forms of social interactions that constitute unjustified paternalism, coercion, deception, exploitation and domination. The proliferation of incidents involving AI in high-stakes domains underscores the gravity of these issues and the imperative to take an ethics-led approach to AI systems from their inception. (shrink)

O objetivo dessa pesquisa foi investigar a contribuição de Santo Agostinho para o desenvolvimento da Hermenêutica Jurídica, com a compreensão da influência de sobra obra no pensamento jurídico contemporâneo. Desde aspectos biográficos, foram explorados os principais conceitos do pensamento de Santo Agostinho, a partir do diálogo que esses conceitos realizam com a contemporaneidade e com a hermenêutica moderna. A pesquisa foi realizada a partir do método hipotético-dedutivo, a partir da formulação de hipóteses gerais que permitem a obtenção de respostas potencialmente (...) válidas. Quanto aos meios, a pesquisa foi bibliográfica, com o uso da doutrina delimitada ao tema, para o cumprimento dos fins qualitativos. Chegou-se à conclusão de que a obra de Santo Agostinho mantém a sua relevância na temática da hermenêutica, com a aplicação de vários de seus conceitos no campo de atuação e análise da Hermenêutica Jurídica. (shrink)

The objective of this work is to propose ten efficient scaling techniques for the Wisconsin Diagnosis Breast Cancer dataset using the support vector machine. These scaling techniques are efficient for the linear programming approach. SVM with proposed scaling techniques was applied on the WDBC dataset. The scaling techniques are, namely, arithmetic mean, de Buchet for three cases p = 1,2, and ∞, equilibration, geometric mean, IBM MPSX, and Lp-norm for three cases p = 1,2, and ∞. The experimental results show (...) that the equilibration scaling technique overcomes the benchmark normalization scaling technique used in many commercial solvers. Finally, the experimental results also show the effectiveness of the grid search technique which gets the optimal parameters for the SVM classifier. (shrink)

El embrión humano en la legislación no tiene un estatus definido. En lo referente a su condición en los debates éticos, no se ha logrado un consenso entre la pluralidad de contiendas de las distintas corrientes bioéticas. Lo cierto es que, en la mayoría de las legislaciones y para eludir los debates éticos, los argumentos se basan sobre todo en datos científicos. Como resultado, la ética se limita al aspecto científico, aunque es importante recordar que la bioética no solo se (...) detiene en este aspecto o en el sociológico. En particular, el enfoque de la bioética personalista invita a considerar al ser humano, incluido el embrión, en su aspecto metaontológico. La visión personalista se basa en la noción de “persona” descrita por santo Tomás de Aquino. ¿Podría este enfoque dar respuestas a los dilemas éticos de nuestros días? Este artículo pretende responder a esta pregunta analizando el tema de la discontinuidad embrionaria y la unidad de la persona desde una reflexión meta-ontológica. (shrink)

La nueva ley de bioética en Francia, propuesta en 2019 y aprobada por la Asamblea Nacional el 29 de junio de 2021, introduce en su artículo primero, relativo a las Tecnologías de Reproducción Artificial (ART por sus siglas en inglés), modificaciones al artículo L. 2141-2 y L. 2141-3 de la ley número 2011-814 de 7 de julio de 2011 relativa a la bioética. Abre así el camino a “cualquier pareja formada por un hombre o una mujer o por dos mujeres (...) o cualquier mujer soltera”. Como resultado, se rompe el vínculo entre el derecho y la bioética. Mientras que el derecho debe proteger el interés individual, la bioética le recuerda al derecho que también debe protegerse el bien común. De ahí las siguientes interrogantes que surgen a raíz de esta nueva ley de bioética: ¿las ART son un derecho para todos? ¿Es legítimo reivindicarlo en nombre de la igualdad? ¿Qué pasa con la justicia? En este artículo me gustaría abordar el tema desde un punto de vista biojurídico, situando el problema en el marco de la filosofía del derecho. (shrink)

In diesem Aufsatz wird der Begriff „Technik“ bis zu seinem griechischen Ursprung, τέχνη, zurückverfolgt. Wir erkennen seine erste Bedeutung als eine geistige Aktivität, die auf Wissen und systematischer Erforschung beruht und auf die Schaffung eines technischen oder eines moralischen Werks abzielt. Im vorliegenden Aufsatz wird argumentiert, dass der Hauptunterschied zwischen der Technik, wie sie von den klassischen griechischen Philosophen gesehen wurde, und unserer heutigen Technik, in dem Ziel liegen könnte, welches der Mensch für die Technik setzt.

Background and objectivesThe study of brain functional connectivity alterations in children with Attention-Deficit/Hyperactivity Disorder has been the subject of considerable investigation, but the biological mechanisms underlying these changes remain poorly understood. Here, we aim to investigate the brain alterations in patients with ADHD and Typical Development children and accurately classify ADHD children from TD controls using the graph-theoretical measures obtained from resting-state fMRI.Materials and methodsWe investigated the performances of rs-fMRI data for classifying drug-naive children with ADHD from TD controls. Fifty (...) six drug-naive ADHD children and 56 age matched TD controls were included in this study. The graph measures extracted from rs-fMRI functional connectivity were used as features. Extracted network-based features were fed to the RFE feature selection algorithm to select the most discriminating subset of features. We trained and tested Support Vector Machine, Random Forest, and Gradient Boosting using Peking center data from ADHD-200 database to classify ADHD and TD children using discriminative features. In addition to the machine learning approach, the statistical analysis was conducted on graph measures to discover the differences in the brain network of patients with ADHD.ResultsAn accuracy of 78.2% was achieved for classifying drug-naive children with ADHD from TD controls employing the optimal features and the GB classifier. We also performed a hub node analysis and found that the number of hubs in TD controls and ADHD children were 8 and 5, respectively, indicating that children with ADHD have disturbance of critical communication regions in their brain network. The findings of this study provide insight into the neurophysiological mechanisms underlying ADHD.ConclusionPattern recognition and graph measures of the brain networks, based on the rs-fMRI data, can efficiently assist in the classification of ADHD children from TD controls. (shrink)

This article presents a fairness principle for evaluating decision-making based on predictions: a decision rule is unfair when the individuals directly impacted by the decisions who are equal with respect to the features that justify inequalities in outcomes do not have the same statistical prospects of being benefited or harmed by them, irrespective of their socially salient morally arbitrary traits. The principle can be used to evaluate prediction-based decision-making from the point of view of a wide range of antecedently specified (...) substantive views about justice in outcome distributions. (shrink)

La dimensión jurídica de la bioética, denominada bioderecho, ocupa un lugar importante en los debates sobre este tema. Para que sean reconocidas, las distintas legislaciones francesas sobre bioética requieren una autoridad política competente: la autoridad civil, cuyo vértice es la Constitución francesa (CF), como acto jurídico y ley fundamental que establece la organización y el funcionamiento del Estado. Sin embargo, en el ámbito en el que tocamos a la persona humana, a los valores y a los principios fundamentales, la autoridad (...) religiosa, como la Doctrina Social de la Iglesia (DSI), tiene un papel que desempeñar. Es la referencia de valores a través de la cual la conciencia humana puede ejercerse libremente en las realidades políticas, sociales y económicas. Así pues, ¿cuáles son los posibles temas comunes entre la CF y la DSI y qué puede aportar la bioética personalista para conciliar ambas vertientes? (shrink)

Workplace compassion is one of the cornerstone remedies to employees’ suffering. Compassionate acts will directly affect the job performance of employees. This research study looks at the analysing...

This work compares Autometrics with dual penalization techniques such as minimax concave penalty and smoothly clipped absolute deviation under asymmetric error distributions such as exponential, gamma, and Frechet with varying sample sizes as well as predictors. Comprehensive simulations, based on a wide variety of scenarios, reveal that the methods considered show improved performance for increased sample size. In the case of low multicollinearity, these methods show good performance in terms of potency, but in gauge, shrinkage methods collapse, and higher gauge (...) leads to overspecification of the models. High levels of multicollinearity adversely affect the performance of Autometrics. In contrast, shrinkage methods are robust in presence of high multicollinearity in terms of potency, but they tend to select a massive set of irrelevant variables. Moreover, we find that expanding the data mitigates the adverse impact of high multicollinearity on Autometrics rapidly and gradually corrects the gauge of shrinkage methods. For empirical application, we take the gold prices data spanning from 1981 to 2020. While comparing the forecasting performance of all selected methods, we divide the data into two parts: data over 1981–2010 are taken as training data, and those over 2011–2020 are used as testing data. All methods are trained for the training data and then are assessed for performance through the testing data. Based on a root-mean-square error and mean absolute error, Autometrics remain the best in capturing the gold prices trend and producing better forecasts than MCP and SCAD. (shrink)

Trust and trustworthiness are central concepts in contemporary discussions about the ethics of and qualities associated with artificial intelligence (AI) and the relationships between people, organisations and AI. In this article we develop an interdisciplinary approach, using socio-technical software engineering and design anthropological approaches, to investigate how trust and trustworthiness concepts are articulated and performed by AI software practitioners. We examine how trust and trustworthiness are defined in relation to AI across these disciplines, and investigate how AI, trust and trustworthiness (...) are conceptualised and experienced through an ethnographic study of the work practices of nine practitioners in the software industry. We present key implications of our findings for the generation of trust and trustworthiness and for the training and education of future software practitioners. (shrink)

Background and ObjectivesFocal cortical dysplasia is a type of malformations of cortical development and one of the leading causes of drug-resistant epilepsy. Postoperative results improve the diagnosis of lesions on structural MRIs. Advances in quantitative algorithms have increased the identification of FCD lesions. However, due to significant differences in size, shape, and location of the lesion in different patients and a big deal of time for the objective diagnosis of lesion as well as the dependence of individual interpretation, sensitive approaches (...) are required to address the challenge of lesion diagnosis. In this research, a FCD computer-aided diagnostic system to improve existing methods is presented.MethodsMagnetic resonance imaging data were collected from 58 participants. Morphological and intensity-based features were calculated for each cortical surface and inserted into an artificial neural network. Statistical examinations evaluated classifier efficiency.ResultsNeural network evaluation metrics—sensitivity, specificity, and accuracy—were 96.7, 100, and 98.6%, respectively. Furthermore, the accuracy of the classifier for the detection of the lobe and hemisphere of the brain, where the FCD lesion is located, was 84.2 and 77.3%, respectively.ConclusionAnalyzing surface-based features by automated machine learning can give a quantitative and objective diagnosis of FCD lesions in presurgical assessment and improve postsurgical outcomes. (shrink)

The current study explored the effects of using digital flashcards and mobile devices on learning academic vocabulary. The participants were 86 university students majoring in Psychology in two experimental conditions and one control group. A list of 361 core academic words frequently used in Psychology was taught to the participants using different materials, and the learning outcomes were compared across the three groups. Accordingly, the participants in the experimental group 1 used a DF application, participants in the experimental group 2 (...) used traditional materials, and those in the control group were given a list of target words with their definitions. Receptive knowledge of the target words was tested before and after the treatment, and the learning outcomes were compared across the groups using one-way between-groups ANOVA. The findings of the study indicated that using DFs enhanced students’ engagement with learning their discipline-specific academic vocabulary and that experimental group 1 outperformed those participants in other learning conditions. The findings add to the existing literature on mobile-assisted vocabulary learning and provide empirical support for the effectiveness of such platforms for learning academic vocabulary. The implications of the study were discussed in terms of the affordances provided by DFs on mobile devices and corpus-based word lists for informing vocabulary learning components in teaching English for Academic Purposes. (shrink)

BackgroundBurnout is a recognized challenge among the oncology workforce. It affects both genders with a higher frequency among women. This study examined the factors contributing to the development of burnout among female oncologists from the Middle East and North Africa.MethodsAn online cross-sectional survey was distributed to oncology professionals from different countries in the MENA region. The validated Maslach Burnout Inventory of emotional exhaustion, Depersonalization, and Personal Achievement plus questions about demography/work-related factors and attitudes toward oncology were included. Data were analyzed (...) to measure BO prevalence and related factors.ResultsBetween 10 February and 15 March 2020, 545 responses were submitted by female oncologists. The responses pre-dated the COVID-19 pandemic emergence in the region. BO prevalence was 71% among female professionals. Women aged 25% on administrative work daily. Nearly half of the respondents expressed a recurring thought of quitting oncology and 70% had no burnout support or education. Inability to deliver optimal care was reported as distressing for career development in 82%. Factors significantly influencing the BO risk were identified. Marital status, having children, academia and years in practice did not impact the risk of BO among female oncologists from MENA.ConclusionFemale oncologists from the Middle East and North Africa were found to have a high prevalence of BO. In this cohort, the majority of women oncology workers were young and in their early to mid-career stages. Burnout was linked to being younger, practicing in North African nations, having a heavy administrative load, and having persistent thoughts of quitting. Practicing a hobby and engaging in oncology communication, on the other hand, reduced the chance of BO. Burnout support and education, specifically for oncology women, is required. (shrink)

Objectives: We investigated how often journal articles reporting on human HIV research in four developing world countries mention any institutional review boards (IRBs) or research ethics committees (RECs), and what factors are involved.Methods: We examined all such articles published in 2007 from India, Nigeria, Thailand and Uganda, and coded these for several ethical and other characteristics.Results: Of 221 articles meeting inclusion criteria, 32.1% did not mention IRB approval. Mention of IRB approval was associated with: biomedical (versus psychosocial) research (P = (...) 0.001), more sponsor-country authors (P = 0.003), sponsor-country corresponding author (P = 0.047), mention of funding (P < 0.001), particular host-country involved (P = 0.002), journals having sponsor-country editors (P < 0.001), and journal stated compliance with International Committee of Medical Journal Editors (ICMJE) guidelines (P = 0.003). Logistic regression identified 3 significant factors: mention of funding, journal having sponsor-country editors and research being biomedical.Conclusions: One-third of articles still do not mention IRB approval. Mention varied by country, and was associated with biomedical research, and more sponsor country involvement. Recently, some journals have required mention of IRB approval, but allow authors to do so in cover letters to editors, not in the article itself. Instead, these data suggest, journals should require that articles document adherence to ethical standards. (shrink)

Objectives: We investigated how often journal articles reporting on human HIV research in four developing world countries mention any institutional review boards (IRBs) or research ethics committees (RECs), and what factors are involved.Methods: We examined all such articles published in 2007 from India, Nigeria, Thailand and Uganda, and coded these for several ethical and other characteristics.Results: Of 221 articles meeting inclusion criteria, 32.1% did not mention IRB approval. Mention of IRB approval was associated with: biomedical (versus psychosocial) research (P = (...) 0.001), more sponsor‐country authors (P = 0.003), sponsor‐country corresponding author (P = 0.047), mention of funding (P < 0.001), particular host‐country involved (P = 0.002), journals having sponsor‐country editors (P < 0.001), and journal stated compliance with International Committee of Medical Journal Editors (ICMJE) guidelines (P = 0.003). Logistic regression identified 3 significant factors: mention of funding, journal having sponsor‐country editors and research being biomedical.Conclusions: One‐third of articles still do not mention IRB approval. Mention varied by country, and was associated with biomedical research, and more sponsor country involvement. Recently, some journals have required mention of IRB approval, but allow authors to do so in cover letters to editors, not in the article itself. Instead, these data suggest, journals should require that articles document adherence to ethical standards. (shrink)

Anwarul Hoda and Ashok Gulati: WTO Negotiations on Agriculture and Developing Countries Content Type Journal Article DOI 10.1007/s10806-010-9278-y Authors Benjamin M. Munro, Kansas State University Department of Geography Manhattan KS 66506 USA Journal Journal of Agricultural and Environmental Ethics Online ISSN 1573-322X Print ISSN 1187-7863.