Artificial Immune Systems (AIS) are intelligent algorithms derived on the principles inspired by human immune system. In this research work, electroencephalography (EEG) signals for four distinct motor movement of human limbs are detected and classified using Negative Selection Classification Algorithm (NSCA). For this study, a widely studied open source EEG signal database (BCI IV - Graz dataset 2a, comprising 9 subjects) has been used. Mel Frequency Cepstral Coefficients (MFCCs) are extracted as selected feature from recorded EEG signals. Dimensionality reduction of (...) data is carried out by applying two hidden layered stacked auto-encoder. Genetic Algorithm (GA) optimized detectors (Artificial Lymphocytes) are trained using Negative Selection Algorithm (NSA) for detection and classification of four motor movements. The trained detectors consist of four sets of detectors, each set is trained for detection and classification of one of the four movements from the other three movements. The optimized radius of detector is small enough not to mis-detect the sample. Euclidean distance of each detector with every training dataset sample is taken and compared with optimized radius of detector as a non-self detector. Our proposed approach achieved a mean classification accuracy of 86.39% for limb movements over 9 subjects with a maximum individual subject classification accuracy of 97.5 % for subject number eight. (shrink)

Fuzzy sets and fuzzy logics are used to model events with imprecise, incomplete, and uncertain information. Researchers have developed numerous methods and techniques to cope with fuzziness or uncertainty. This research intends to introduce the novel concepts of complex neutrosophic relations and its types based on the idea of complex neutrosophic sets. In addition, these concepts are supported by suitable examples. A CNR discusses the quality of a relationship using the degree of membership, the degree of abstinence, and the degree (...) of nonmembership. Each of these degrees is a complex number from the unit circle in a complex plane. The real part of complex-valued degrees represents the amplitude term, while the imaginary part represents the phase term. This property empowers CNRs to model multidimensional variables. Moreover, some interesting properties and useful results have also been proved. Furthermore, the practicality of the proposed concepts is verified by an application, which discusses the use of the proposed concepts in statistical decision-making. Additionally, a comparative analysis between the novel concepts of CNRs and the existing methods is carried out. (shrink)

This abstract presents a novel brain-computer interface (BCI) framework to control a prosthetic leg, for the rehabilitation of patients suffering from locomotive disorders, using functional near-infrared spectroscopy (fNIRS). fNIRS signals corresponding to walking intention and rest are used to initiate and stop the gait cycle and a nonlinear proportional derivative computed torque controller (PD-CTC) with gravity compensation is used to control torques of hip and knee joints for minimization of position error. The brain signals of walking intention and rest tasks (...) are acquired from primary motor cortex in the left hemisphere for nine subjects. After acquiring brain signals, in order to remove motion artifacts and physiological noises, the performance of six different filters i.e. Kalman, Wiener, Gaussian, hemodynamic response filter (hrf), Band-pass and finite impulse response, is evaluated. Afterwards, six different features are extracted from oxygenated hemoglobin signals and their different combinations were used for classification. The classification performance of five different classifiers i.e. artificial neural network, quadratic discriminant analysis, linear discriminant analysis (LDA), Naïve Bayes and support vector machine (SVM) is used. The classification accuracies obtained from SVM using hrf filter are significantly higher (p < 0.005) than the other combinations of classifier and filters. These accuracies are 77.5%, 72.5%, 68.3%, 74.2%, 73.3%, 80.8%, 65%, 76.7%, and 86.7% for all nine subjects. The control commands generated using classifier initiate and stop the gait cycle of the prosthetic leg whose knee and hip torques are controlled using PD-CTC to minimize position error. The proposed scheme can be effectively used for neurofeedback training and rehabilitation of lower limb amputation of paralyzed patients. (shrink)

The Mongols’ invasion of the territories of the Islamic world, especially Baghdad, the seat of the Islamic Caliphate, had great consequences, including the fall of Baghdad and the Bani Abbas Caliphate, the killing of the Caliph, and extensive destruction in the geography of their invasion. About half a century after the invasion of the Mongols, Ibn Taymiyyah (1263-1328), regardless of historical documents, accused Nasir al-Din al-Tusi, a prominent thinker, of collusion and cooperation with Hulagu Khan. After Ibn Taymiyyah (...) Harrani, these accusations were followed and disseminated in religious, historical, rijal (the study of hadith narrators and their personality), and even moral books by his students, such as Ibn Qayyim al Jawziyya (1292-1350). This article is an attempt to deny these accusations. Relying on the earliest historical documents, it tries to describe the historical event as it happened. In this regard, the article first provides the text of Nasir al-Din al-Tusi’s short treatise “On the Baghdad Incident”, included in Aladdin Atamalik Juveyni’s “Tarikh-i Jahangusha”, and then presents its descriptive interpretation separately. Although this treatise is short, it contains all the important points, from Hulagu Khan’s decision to go to war to the conquest of Baghdad and the analysis of the internal factors of the fall of the caliphate. This treatise, above all, is a very solid argument. For its author first of all was the witness of the Baghdad events. Secondly, in this writing, Nasir al-Din al-Tusi examines the Mongols’ attack on Baghdad but does not mention his own activity or role in the attack on Baghdad. Thirdly, if he had an activity and a role in this incident, or if he had an intention to take revenge on his religious opponents considering the situation, he should at least have hinted and expressed his approval, which is not the case at all. (shrink)

The Mongols’ invasion of the territories of the Islamic world, especially Baghdad, the seat of the Islamic Caliphate, had great consequences, including the fall of Baghdad and the Bani Abbas Caliphate, the killing of the Caliph, and extensive destruction in the geography of their invasion. About half a century after the invasion of the Mongols, Ibn Taymiyyah (1263-1328), regardless of historical documents, accused Nasir al-Din al-Tusi, a prominent thinker, of collusion and cooperation with Hulagu Khan. After Ibn Taymiyyah (...) Harrani, these accusations were followed and disseminated in religious, historical, rijal (the study of hadith narrators and their personality), and even moral books by his students, such as Ibn Qayyim al Jawziyya (1292-1350). This article is an attempt to deny these accusations. Relying on the earliest historical documents, it tries to describe the historical event as it happened. In this regard, the article first provides the text of Nasir al-Din al-Tusi’s short treatise “On the Baghdad Incident”, included in Aladdin Atamalik Juveyni’s “Tarikh-i Jahangusha”, and then presents its descriptive interpretation separately. Although this treatise is short, it contains all the important points, from Hulagu Khan’s decision to go to war to the conquest of Baghdad and the analysis of the internal factors of the fall of the caliphate. This treatise, above all, is a very solid argument. For its author first of all was the witness of the Baghdad events. Secondly, in this writing, Nasir al-Din al-Tusi examines the Mongols’ attack on Baghdad but does not mention his own activity or role in the attack on Baghdad. Thirdly, if he had an activity and a role in this incident, or if he had an intention to take revenge on his religious opponents considering the situation, he should at least have hinted and expressed his approval, which is not the case at all. (shrink)

This study sheds light on strategies for retaining skilled pharmacists in Pakistan's pharmaceutical sector, offering valuable insights for both academia and industry stakeholders by investigating the impact of human resource management practices, including training and development, compensation and rewards, job performance, and job satisfaction, on employee retention. It also examines the moderating role of career growth in this context. Theoretical foundations are grounded in international migration theories and social exchange theory, providing a comprehensive framework for the study. A cross-sectional survey (...) design was used to collect data from 254 pharmacists in southern Punjab, Pakistan. Structural equation modeling (SEM) was employed for data analysis. Findings reveal that training and development, compensation and rewards, job performance, and job satisfaction all have significant direct effects on employee retention. Additionally, career growth acts as a crucial moderator, strengthening the relationship between training and development and job performance, as well as compensation and rewards and job satisfaction in relation to employee retention. Theoretical implications emphasize the importance of tailored training programs, fair compensation practices, and career growth opportunities. Practical recommendations include creating a positive work environment, rewarding high-performing employees, and fostering career development. Future research directions encompass longitudinal studies, the influence of organizational culture and technology, regional variations, and additional factors affecting retention. (shrink)

A modern classic of Universal Sufism that explores the mystical dimensions of music-and the musical dimensions of mysticism. Music, according to Sufi teaching, is really a small expression of the overwhelming and perfect harmony of the whole universe-and that is the secret of its amazing power to move us. The Indian Sufi master Hazrat Inayat Khan (1882-1927), the first teacher to bring the Sufi mystical tradition to the West, was an accomplished musician himself. His lucid exposition of music's divine (...) nature has become a modern classic, beloved not only by those interested in Sufism but by musicians of all kinds. This newly reissued edition includes a foreword by Pir Zia Inayat Khan, Hazrat Inayat Khan's grandson and the current leader of the Inayati Order, the widespread Western Sufi organization that Hazrat Inayat Khan founded. (shrink)

The New Towns Movement began in England and later spread world-wide in response to the increasing concern felt at the deterioration of the quality of life in the large cities under the impact of industrialization. The New Towns, it was felt, would combine the advantages of life in the country with that of life in the city. They would be small communities of between 30.000 and 60.000 inhabitants. Their principal characteristics were to be a balanced economy and a well-defined pattern (...) of industrial, commercial and residential zones. (shrink)

This work is an exposition of Salighed, a concept at the heart of Kierkegaard's thought, and the dialectical starting point for his reflections on what it means to live a genuinely human life. Kierkegaard studies to date appear to have underestimated the importance of the word and the concepts that lie behind it—perhaps because the word appears easily translated into the English forms of "eternal happiness" or "blessedness." This, suggests Khan, does little justice to the concepts behind the word, (...) and does even less justice to the relationships of the concept of Salighed to other concepts crucial to Kierkegaard's thought. Khan's approach to this word/concept study has been greatly augmented by his use of the computer in analyzing word-relatedness, context, and frequency of occurrence, both within individual works and in comparing one work with a context of the Kierkegaard corpus. The volume will, of course, be of interest to students of Kierkegaard. It will also be of interest to those scholars intrigued by the possibilities of using computers in linguistic research and in literary studies. (shrink)

In an attempt to re-envision economics, the paper analyses Robert Heilbroner’s philosophy of economics through the lens of Max Weber’s philosophy of science. Specifically, Heilbroner’s position on vision, ideology and value-freedom is examined by contextualising it within a framework of … More ›.

Iqbāl kī shāʻirī meṉ falsafah-yi ḵẖvudī.

Arsalan Khan offers an ethnography of the normative vision that drives Pakistani Muslim men from diverse social and economic backgrounds to participate in a transnational Islamic piety movement: Tablighi Jamaat. Khan examines how Tablighis constitute the domain of religion in ritual and semiotic practice, how they place an ethical commitment to hierarchy at the heart of religion, and how this, in turn, becomes the basis for restructuring domestic and political life.

The question of the development of aesthetic perception in relation to works of art and phenomena of nature suggests a differentiation between aesthetic education and art education which will be attempted in this study. At the same time the necessary interrelationship between the two will also be analysed.

Drawing insight from affective events theory, this study presents a new dimension of perceived organizational politics and job attitudes. The motivation for this study was based on the fact that perceived organizational politics affect job attitudes and that personal resources moderate the direct relationship between perceived organizational politics and job attitudes in the context of the higher-education sector. In this regard, the data was collected through purposive sampling from 310 faculty members from higher-education institutions in Pakistan. To test the relationships (...) among the variables, we employed structural equation modeling via the AMOS software version 24.0. The results indicated that perceived organizational politics were significantly negatively related to job satisfaction. Moreover, perceived organizational politics were non-significantly related to job involvement. Political skill and work ethic weakened the relationship between perceived organizational politics and job satisfaction. We anticipated that these personal resources could mitigate the negative effect of perceived organizational politics and job attitudes. This study also suggests organizations to train their employees to develop essential personal skills. (shrink)

This paper explores ethical issues raised by whole slide image-based computational pathology. After briefly giving examples drawn from some recent literature of advances in this field, we consider some ethical problems it might be thought to pose. These arise from the tension between artificial intelligence research—with its hunger for more and more data—and the default preference in data ethics and data protection law for the minimisation of personal data collection and processing; the fact that computational pathology lends itself to kinds (...) of data fusion that go against data ethics norms and some norms of biobanking; the fact that AI methods are esoteric and produce results that are sometimes unexplainable and the fact that computational pathology is particularly dependent on scanning technology manufacturers with interests of their own in profit-making from data collection. We shall suggest that most of these issues are resolvable. (shrink)

This is the first complete English translation of the Jami al-hikmatayn, written in Persian, the final, and crowning, work of the great poet, philosopher, and Ismaili missionary Nasir-i Khusraw (1004-1077). Twin Wisdoms Reconciled was written at the request of the emir of Badakhshan 'Abu al-Ma'ali 'Ali ibn Asad' who was perplexed by the questions in a long philosophical ode written a century earlier by Abu al-Haytham Jurjani, an obscure Ismaili author. The ode consists of a series of some 90 (...) questions on a wide range of subjects, from logic and metaphysics to medicine, cosmology, and physics, as well as esoteric Ismaili doctrine. Nasir-i Khusraw's text takes the form of a commentary on certain astutely selected lines. Twin Wisdoms Reconciled represents yet another example of the author's lifelong endeavour to transform Persian philosophical prose into a deft and nuanced instrument of expression. The work has not been as extensively studied as Nasir-i Khusraw's other major theological and philosophical treatises, all written in his final exile in Badakhshan, in part perhaps because of its textual difficulties. Twin Wisdoms Reconciled survives in a single manuscript of dubious accuracy in the Aya Sofya collection, Suleymaniyye Library, Istanbul. The present translation is based on the critical edition of the text produced by Henry Corbin and Mohammed Mo'in in 1953, but with frequent reference to the unique original manuscript. Twin Wisdoms Reconciled represents an endeavour to reconcile two apparently opposed forms of knowledge: the knowledge accorded by revelation and exegesis and the knowledge gained by reason. Seeing that "the bazaar of wisdom" stands empty because of the mutual incomprehension of traditional theologians and Aristotelian philosophers, Nasir-i Khusraw stepped boldly forward to reinvigorate that desolate marketplace. His final work, written in 1070, is thus a testimony as well as an exposition of his mature thought. (shrink)

This inquiry examines the question how the category of ‘religion’ generates a complex form of power oriented to the government of subjects. It does this through a critical reading of the right to freedom of religion, offered from the perspective of governmentality. It is argued that the right to freedom of religion enables the rational goals of government to relate to religiosity in such a manner that those subject to them are made at once freer and more governable ‘in this (...) world’. (shrink)

Despite the ever-changing field of artificial intelligence (AI) and its preponderance of pre-print articles, Cohen offers a timely, nuanced, and self-aware overview of ChatGPT and the world of Larg...

On November 2019, the world commemorated the 30th anniversary of the United Nations’ Convention on the Rights of the Child. The UNCRC noted that “the press and other media have essential fu...

In this article I argue that Jürgen Habermas’ notion of morality (moral norms) has more in common with Hegel’s notion of ‘ethical life’ as a ‘ sittlich ’ relation – understood as a socially integrative force – rather than Kant’s supreme principle of personal morality. I show that Habermas and Hegel, each in his own way, make a distinction between morality and ethics. However, I make the case that Habermas’ conception of ‘morality’ incorporates aspects of Hegel’s notion of ‘ethical life’, (...) while Habermas’ conception of ‘ethical’ – referring to individual and group conceptions of the good life – is a remedy to the shortcomings in Hegel’s overly unified ethical life. I offer an alternative reading of Habermas’ principle of morality, which I suggest should be read as his attempt to provide a binding process to set up the norms that ought to condition a modern political community understood as a civil association. (shrink)

Mostly consists of works composed in Tibetan, with translations into Mongolian, on the Soyombo script.

Classical commentaries on Jaimini's Mīmāṃsāsūtra presenting the tradition of Bhāṭṭa school.

Within the Ideological Surround Model of the social sciences and religion, so-called “universal” perspectives within the psychology of religion can dialogically clarify and be clarified by the “particular” elements of Muslim commitment. This study developed new scales for operationalizing the experience and behavior of Pakistani Muslims during Ramadan. In a sample of university students, one set of experiential factors apparently facilitated, whereas another interfered with the practices of Ramadan. Intrinsic and Extrinsic Personal Religious Orientations correlated with greater and the Extrinsic (...) Social motivation with lower levels of involvement in Ramadan. Relative to these religious orientation measures, Ramadan experience scales displayed incremental validity by explaining additional variance in Ramadan behavior. Women proved to be more religious than men. At the most general level, these data further supported the dialogic assumptions of the Ideological Surround Model of research in the psychology of religion. (shrink)

Generally toxic employees are under performers, yet some get better salaries and excel at workplace, getting positioned at higher ranks. This research assesses the relationship between the dark triad (Narcissism, Machiavellianism, and Psychopathy) and perceived victimization with a focus on the mediating effect of abusive supervision and the moderating effect of mindfulness. The data were gathered in three waves. Both the structural equation model with partial least square and Process were used to analyze the data. The study findings suggest that (...) abusive supervision plays a mediating role in the association between the dark triad and perceived victimization. However, the results did not support the mediating role of abusive supervision in the association between narcissism and perceived victimization. Moreover, the findings suggest that mindfulness weakens the effect of abusive supervision on perceived victimization. Furthermore, our findings support the mediated-moderation model. Theoretical and practical implications of the results are also discussed. (shrink)

The canonical view of a 3‐domain (3D) tree of life was recently challenged by the discovery of Asgardarchaeota encoding eukaryote signature proteins (ESPs), which were treated as missing links of a 2‐domain (2D) tree. Here we revisit the debate. We discuss methodological limitations of building trees with alignment‐dependent approaches, which often fail to satisfactorily address the problem of ‘‘gaps.’’ In addition, most phylogenies are reconstructed unrooted, neglecting the power of direct rooting methods. Alignment‐free methodologies lift most difficulties but require employing (...) realistic evolutionary models. We argue that the discoveries of Asgards and ESPs, by themselves, do not rule out the 3D tree, which is strongly supported by comparative and evolutionary genomic analyses and vast genomic and biochemical superkingdom distinctions. Given uncertainties of retrodiction and interpretation difficulties, we conclude that the 3D view has not been falsified but instead has been strengthened by genomic analyses. In turn, the objections to the 2D model have not been lifted. The debate remains open. Also see the video abstract here: https://youtu.be/-6TBN0bubI8. (shrink)

This article focuses on the interrelationship of law and life in human rights. It does this in order to theorize the normative status of contemporary biopower. To do this, the case law of Article 2 on the right to life of the European Convention on Human Rights is analysed. It argues that the juridical interpretation and application of the right to life produces a differentiated governmental management of life. It is established that: 1) Article 2 orients governmental techniques to lives (...) in order to ensure that both deprivation and protection of lives is lawful; 2) A proper application of Article 2 grounds itself on a proper discrimination of lives which causes Article 2 to be applied universally but not uniformly to all juridical subjects; 3) The jurisprudence of Article 2 is theoretically appreciable only in a ‘politics of life’. Finally, the article ends with a plea to analyse other fundamental human rights in the context of ‘biopolitical governmentality’. (shrink)