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)

The phenomenological goal of grounding the content of conceptual thought in the background understanding of everyday, skillful coping was approached using evolutionary autonomous agent methodology. The behavior of an EAA evolved to perform a specified motor task was identified with skillful coping. Changes in the dynamics of the EAA controller occurred when the EAA encountered an unexpected obstacle with loss of longer time scale components in its hierarchical temporal organization. These temporal changes are consistent with the phenomenological changes which we (...) experience with breakdown during equipment use with our adoption of a more immediate, determinate stance. Since this latter experience is the basis of conceptual thought, the EAA paradigm goes some way in providing a naturalized explanation for the grounding of the content of conceptual thought in everyday, skillful coping in a manner that is physiologically plausible and phenomenologically accurate. (shrink)

Substance use disorders (SUDs) constitute a growing global health crisis, yet many limitations and challenges exist in SUD treatment research, including the lack of objective brain-based markers for tracking treatment outcomes. Electroencephalography (EEG) is a neurophysiological technique for measuring brain activity, and although much is known about EEG activity in acute and chronic substance use, knowledge regarding EEG in relation to abstinence and treatment outcomes is sparse. We performed a scoping review of longitudinal and pre-post treatment EEG studies that explored (...) putative changes in brain function associated with abstinence and/or treatment in individuals with SUD. Following PRISMA guidelines, we identified studies published between January 2000 and March 2022 from online databases. Search keywords included EEG, addictive substances (e.g., alcohol, cocaine, methamphetamine), and treatment related terms (e.g., abstinence, relapse). Selected studies used EEG at least at one time point as a predictor of abstinence or other treatment-related outcomes; or examined pre- vs. post-SUD intervention (brain stimulation, pharmacological, behavioral) EEG effects. Studies were also rated on the risk of bias and quality using validated instruments. Forty-four studies met the inclusion criteria. More consistent findings included lower oddball P3 and higher resting beta at baseline predicting negative outcomes, and abstinence-mediated longitudinal decrease in cue-elicited P3 amplitude and resting beta power. Other findings included abstinence or treatment-related changes in late positive potential (LPP) and N2 amplitudes, as well as in delta and theta power. Existing studies were heterogeneous and limited in terms of specific substances of interest, brief times for follow-ups, and inconsistent or sparse results. Encouragingly, in this limited but maturing literature, many studies demonstrated partial associations of EEG markers with abstinence, treatment outcomes, or pre-post treatment-effects. Studies were generally of good quality in terms of risk of bias. More EEG studies are warranted to better understand abstinence- or treatment-mediated neural changes or to predict SUD treatment outcomes. Future research can benefit from prospective large-sample cohorts and the use of standardized methods such as task batteries. EEG markers elucidating the temporal dynamics of changes in brain function related to abstinence and/or treatment may enable evidence-based planning for more effective and targeted treatments, potentially pre-empting relapse or minimizing negative lifespan effects of SUD. (shrink)

Errors have been the concern of providers and consumers of health care services. However, consumers' perception of medical errors in developing countries is rarely explored. The aim of this study is to assess community members' perceptions about medical errors and to analyse the factors affecting this perception in one Middle East country, Oman.

Polygamy, which was practiced without limitations in the past, had been restricted to four wives after the arrival of Islam in the Arabian Peninsula. However, some scholars have different views on this issue, supposedly influenced by the literal and cultural background of patriarchal tradition on treating women as the object of polygamy. This article attempts to examine the construction of patriarchal interpretation in a gender-biased interpretation, its factors and its implications. This study adopts a qualitative approach and employs a content (...) analysis approach. Interviews with relevant scholars are also used to explore in-depth information regarding this subject. The object of research is based on a full set (30 juz /chapters) of 11 books of tafsir written in Indonesia. These books are Tafsir Al-Furqan, Tafsir Quran, Adz-Dzikra: Terjemah dan Tafsir al-Quran, Al-Quran dan Terjemahnya, Tafsir Quran Karim, Tafsir al-Azhar, Tafsir Rahmat, Tafsir al-Quran al-Majid an-Nur, Tafsir al-Mishbah, Al-Quran and its Exegesis of the Department of Religion, and Tafsir al-Hijri. This study found that women have been exploited through polygamy practices. Our findings show that biased gender interpretation, especially because of the patriarchal mindset, brought a greater impact on the Quranic interpretation. This study suggested that reinterpretation towards Quranic verses particularly dealing with gender issues needs to be strengthened in accordance with justice and humanistic values. Contribution: This article offered two approaches for the study of the Quran in order to establish gender equality and justice in marriage practice. Firstly, the adaptive and humanistic interpretations of the Quran need to be strengthened and should raise common consciousness in Muslim society. Secondly, there is a need to study the Quran in an integrative, holistic and hermeneutical understanding of the Quranic text. This method can explore the deepest meaning of the Quran so it can rise gender-sensitive, humanist and moderate interpretations. (shrink)

This book focuses on sovereignty referendums, which have been used throughout different historical periods of democratization, decolonization, devolution, secession and state creation. Referendums on questions of sovereignty and self-determination have been a significant element of the international political and legal landscape since the French Revolution, and have been a central element in the resolution of territorial issues from the referendum in Avignon in 1791 until today. More recent examples include Quebec, East Timor, New Caledonia, Puerto Rico and South Sudan. The (...) global aim of this book is to achieve a better empirical and legal understanding of sovereignty referendums and related problems in international and national law and politics. Accordingly, it presents readers a comprehensive study of sovereignty referendums from the perspectives of both international and constitutional law. (shrink)

Data center technology changes the mode of computing. Traditional DCs consist of a single layer and only have Ethernet connections among switches. Those old-fashioned DCs cannot fulfill the high resource demand compared with today’s DCs. The architectural design of the DCs is getting substantial importance and acting as the backbone of the network because of its essential feature of supporting and maintaining the rapidly increasing Internet-based applications which include search engines and social networking applications. Every application has its parameters, like (...) latency and blocking in the DC network. Every data center network has its specialized architecture. It has a specific arrangement of layers and switches, which increase or decrease the DC network’s efficiency. We develop a simulation tool that comprises two different DC architectures: basic tree architecture and c-Through architecture. Using this simulation, we analyze the traffic behavior and the performance of the simulated DCN. Our main purpose is to focus on mean waiting time, load, and blocking with respect to the traffic within the DCN. (shrink)

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

Agitation is one of the most common behavioural and psychological symptoms in people living with dementia. This behaviour can cause tremendous stress and anxiety on family caregivers and healthcare providers. Direct observation of PLwD is the traditional way to measure episodes of agitation. However, this method is subjective, bias-prone and timeconsuming. Importantly, it does not predict the onset of the agitation. Therefore, there is a need to develop a continuous monitoring system that can detect and/or predict the onset of agitation. (...) In this study, a multi-modal sensor platform with video cameras, motion and door sensors, wristbands and pressure mats were set up in a hospital-based dementia behavioural care unit to develop a predictive system to identify the onset of agitation. The research team faced several barriers in the development and initiation of the study, namely addressing concerns about the study ethics, logistics and costs of study activities, device design for PLwD and limitations of its use in the hospital. In this paper, the strategies and methodologies that were implemented to address these challenges are discussed for consideration by future researchers who will conduct similar studies in a hospital setting. (shrink)

Time and Fantasy in Narratives of Jihad: The Case of the Islami Jamiat-I-Tuleba in Karachi This article proposes an analytical framework for thinking about violence in the Islami Jamiat-i-Tuleba (IJT), the student organization of Jamaat e Islami (JI), Pakistan's longstanding Islamist party. It prioritises the intersection of the psychic and the social, and the role of politics, history and biography in mediating the modalities, narration and praxis of violence in the city of Karachi. The dominant explanations tend to emphasise political (...) instrumentalism, and structural and ideological factors, and to "Islamicise" the violence, collapsing Islamic rhetoric into an extemporization of conditions, ignoring the deep affective appeal of violence to individuals, and leaving unelaborated the role of intersecting national, local and individual contexts and temporalities in structuring political subjectivity and violent action. (shrink)

South Asia is one of the most densely populated regions of the world, where despite a slow growth, agriculture remains the backbone of rural economy as it employs one half to over 90 percent of the labor force. Both extensive and intensive policy measures for agriculture development to feed the massive population of the region have resulted in land degradation and desertification, water scarcity, pollution from agrochemicals, and loss of agricultural biodiversity. The social and ethical aspects portray even a grimmer (...) picture of the region with growing poverty mainly, amongst small farmers, food scarcity, and overall poor quality of life. This article reviews the historical perspective of agriculture development in the region and gives a panoramic view of the policy initiatives and their environmental as well as social and ethical spin-offs. The aim is to explore the environmental and ethical dimensions of the agricultural development in South Asia and recommend a holistic approach in formulating plans and programs to combat environmental degradation, hunger, and poverty resulting from unsustainable agricultural practices. (shrink)

Clinicians have an obligation to ensure that patients with adequate capacity can make autonomous decisions. Thus, patients who choose to forego treatment and leave hospitals “against medical advice” are typically allowed to do so. But what happens when they require clinicians’ assistance to physically leave? Is it incumbent upon clinicians to not only respect and fulfill patients’ requests with which they disagree, but to physically assist in their fulfillment? We attempt to develop an ethical framework wherein clinicians can honor patients’ (...) wishes without necessarily sacrificing their own moral position. (shrink)

Not only in philosophy but in religion as well, concepts such as God, World and Man are discussed quite considerably. Nevertheless, an understanding of these concepts requires careful, detailed and systematic analyses. One of the methods of achieving the same is to use a comparative framework. Within Islam, Wahdatul-Wujud is an important mystical and philosophical perspective that has witnessed a tumultuous journey. It has however played a dominant role in Islamic thought. Within Indian philosophy, Vedānta has played a very influential (...) role. Visistādvaita as a school of thought has also played a great role to interpret core philosophical concepts of Upanishads, Bhagavad Gita and Brahma Sutras. In this research paper, we attempt to provide a comparative analysis of Visistādvaita and Wahdatul-Wujud marking out the aspects of similarity and departures. What stands out as relevant and insightful as an implication of the comparative method is an understanding of these two approaches. Wahdatul-Wujud is redefined as a panentheistic philosophy which believes that God exists inside of everything, but is at the same time, transcendent of everything. In this type ofbelief, God is seen as an eternal spark of all things, the Prime Mover. Quite similarly, Visistādvaita, on the other hand is conceived as a Qualified Non- dualistic philosophy which believes in subsuming every diverse phenomena and experience under an underlying unity. (shrink)

This article examines the stance held by a Meccan-Indonesian exegete in the 13 AH or 19 AD century, Muḥammad Nawawī al-Bantānī (d. 1230–1314 H/1813–1897 AD), in dealing with Ṣifāt verses in his exegetical work, Marāḥ Labīd li Kashf Ma’nā al-Qur’ān al-Majīd. As an established term, Ṣifāt verses refer to Quranic expressions that ostensibly ascribe anthropomorphic dimensions to God. Interpretation of such ambiguous verses has been bitterly contended since the 2/8th century and remains one of the most debated topics in the (...) pre- and postmodern era. This study applies literature and document analysis focused on many of al-Bantānī’s works. The results show that al-Bantānī actively applied ta’wīl [figurative interpretation] in dealing with Ṣifāt verses without totally discarding amodality position [tafwīḍ].Contribution: Although al-Bantānī never mentioned Wahhabism in any of his works, his interpretation of Ṣifat verses alludes to his indirect response to the Wahhabi’s literalism and anti-ta’wīl approach. In addition, by accepting both of ta’wīl and tafwīḍ solutions, al-Bantānī underpinned the wasaṭī [moderate] stand, which later became the most distinctive tradition in Malay–Islamic discourse. (shrink)

Nowadays, the whole world is facing a pandemic situation in the form of coronavirus diseases. In connection with the spread of COVID-19 confirmed cases and deaths, various researchers have analysed the impact of temperature and humidity on the spread of coronavirus. In this paper, a deep transfer learning-based exhaustive analysis is performed by evaluating the influence of different weather factors, including temperature, sunlight hours, and humidity. To perform all the experiments, two data sets are used: one is taken from Kaggle (...) consists of official COVID-19 case reports and another data set is related to weather. Moreover, COVID-19 data are also tested and validated using deep transfer learning models. From the experimental results, it is shown that the temperature, the wind speed, and the sunlight hours make a significant impact on COVID-19 cases and deaths. However, it is shown that the humidity does not affect coronavirus cases significantly. It is concluded that the convolutional neural network performs better than the competitive model. (shrink)

Jensen’s inequality is one of the fundamental inequalities which has several applications in almost every field of science. In 2003, Mercer gave a variant of Jensen’s inequality which is known as Jensen–Mercer’s inequality. The purpose of this article is to propose new bounds for Csiszár and related divergences by means of Jensen–Mercer’s inequality. Also, we investigate several new bounds for Zipf–Mandelbrot entropy. The idea of this article may further stimulate research on information theory with the help of Jensen–Mercer’s inequality.

There is evidence of continued food insecurity and malnutrition in Pakistan despite significant progress made in terms of food production in recent years. According to “Vision 2030” of the Planning Commission of Pakistan, about half of the population in the country suffers from absolute to moderate malnutrition, with the most vulnerable being children, women, and elderly among the lowest income group. The Government of Pakistan has been taking a series of policy initiatives and strategic measures to combat food insecurity issues. (...) These range from increasing production to food imports, implementation of poverty reduction strategies, nutritional improvement programs, as well as provision of social safety nets. The article aims to instill some fresh thinking into the debate regarding the challenges of food security. It underscores the limitations of hitherto policy response, and suggests crucial measures to improve the present grim scenario. Policy makers, planners, practitioners, and academicians in countries with comparable socio-political and economic setup can view this discussion as a case study and may apply the findings in their domain accordingly. (shrink)

The earlier volume in this series dealt with two religions of Indian origin, namely, Buddhism and Jainism. The Indian religious scene, however, is characterized by not only religions which originated in India but also by religions which entered India from outside India and made their home here. Thus religious life in India has been enlivened throughout its history by the presence of religions of foreign origin on its soil almost from the very time they came into existence. This volume covers (...) three such religions—Zoraoastrianism, Judaism, and Islam. In the case of Zoraostianism, even its very beginnings are intertwined with India, as Zoroastrianism reformed a preexisting religion which had strong links to the Vedic heritage of India. This relationship took on a new dimension when a Zoroastrian community, fearing persecution in Persia after its Arab conquest, sought shelter in western India and ultimately went on to produce India’s pioneering nationalist in the figure of Dadabhai Naoroji ( 1825-1917), also known as the Grand Old Man of India. Jews found refuge in south India after the destruction of the Temple by the Romans in 70 C.E. and have remained a part of the Indian religious scene since then, some even returning to Israel after it was founded in 1948. Islam arrived in Kerala as soon as it was founded and one of the earliest mosques in the history of Islam is found in India. Islam differs from the previously mentioned religions inasmuch as it went on to gain political hegemony over parts of the country for considerable periods of time, which meant that its impact on the religious life of the subcontinent has been greater compared to the other religions. It has also meant that Islam has existed in a religiously plural environment in India for a longer period than elsewhere in the world so that not only has Islam left a mark on India, India has also left its mark on it. Indeed all the three religions covered in this volume share this dual feature, that they have profoundly influenced Indian religious life and have also in turn been profoundly influenced by their presence in India. (shrink)

The earlier volume in this series dealt with two religions of Indian origin, namely, Buddhism and Jainism. The Indian religious scene, however, is characterized by not only religions which originated in India but also by religions which entered India from outside India and made their home here. Thus religious life in India has been enlivened throughout its history by the presence of religions of foreign origin on its soil almost from the very time they came into existence. This volume covers (...) three such religions—Zoraoastrianism, Judaism, and Islam. In the case of Zoraostianism, even its very beginnings are intertwined with India, as Zoroastrianism reformed a preexisting religion which had strong links to the Vedic heritage of India. This relationship took on a new dimension when a Zoroastrian community, fearing persecution in Persia after its Arab conquest, sought shelter in western India and ultimately went on to produce India’s pioneering nationalist in the figure of Dadabhai Naoroji ( 1825-1917), also known as the Grand Old Man of India. Jews found refuge in south India after the destruction of the Temple by the Romans in 70 C.E. and have remained a part of the Indian religious scene since then, some even returning to Israel after it was founded in 1948. Islam arrived in Kerala as soon as it was founded and one of the earliest mosques in the history of Islam is found in India. Islam differs from the previously mentioned religions inasmuch as it went on to gain political hegemony over parts of the country for considerable periods of time, which meant that its impact on the religious life of the subcontinent has been greater compared to the other religions. It has also meant that Islam has existed in a religiously plural environment in India for a longer period than elsewhere in the world so that not only has Islam left a mark on India, India has also left its mark on it. Indeed all the three religions covered in this volume share this dual feature, that they have profoundly influenced Indian religious life and have also in turn been profoundly influenced by their presence in India. (shrink)

The author has found in Sri Aurobindo a unique synthesis of the Eastern Wisdom and Western Rationalism, and a perfect reconciliation of ancient spirituality and modern thought. This work is essentially a collection of essays on Sri Aurobindo's thought and Yoga, based upon his major works. Brief life-sketches of Sri Aurobindo and the Mother are included to give a sense of fullness to it. A sampling of the contents exemplifies the wide sweep covered by the essays: The Philosophy of Life (...) Divine, All Life is Yoga, The Ideal of Human Unity, Education, and Future Poetry and 'Savitri'. (shrink)

Recently a prospective, observational clinical study was carried out in the department of ophthalmology, at a district general hospital. The main purpose of the study was to evaluate the medicolegal and ethical implication of consent and confidentiality in ophthalmic practice, in accordance with the guidelines provided by medical law. One hundred patients, who had been referred by optometrists to ophthalmologists, were included in the study. The general ophthalmic services (GOS) 18 form, a referral form used by optometrists for referring patients (...) to ophthalmologists, which allows optometrists to share a patient's medical information with ophthalmologists, was used as a …. (shrink)

This article analyzes the relationship between corporate social responsibility (CSR) decoupling and financial market outcomes. CSR decoupling refers to the gap between CSR disclosure and CSR performance. More specifically, we analyze the effect of CSR decoupling on analysts’ forecast errors, cost of capital, and access to finance. We also examine the moderating effect of forecast errors on relationships between CSR decoupling and cost of capital and access to finance. For a sample of U.S. firms consisting of 7,681 firm-year observations for (...) the period 2006–2015, our empirical evidence supports the idea that a wider gap results in higher analysts’ forecast errors, a greater cost of capital, and reduced access to finance. In addition, our results show that forecast errors enhance the effect of the CSR decoupling on cost of capital and access to financial resources. We also note that external monitoring, in the form of greater analysts’ coverage, reduces CSR decoupling. (shrink)

This study examined the influence of ethical leadership on knowledge sharing, the mediating role of psychological ownership, and the moderating effect of professional commitment between ethical leadership and knowledge sharing. Data were collected from 307 public listed Pakistani companies’ employees. Statistical analyses were performed by using SPSS Version 25 and AMOS version 22. The findings indicate a positive relationship between EL and KS behavior. Additionally, the impact of EL on KS was partially mediated by psychological ownership. Furthermore, professional commitment buffers (...) the link between EL and KS. This study contributes to the body of knowledge in the field of leadership by confirming the role of ethics. The results show that ethical leaders develop employee attitudes that contribute to employee KS behavior. Ethical leaders create and encourage a learning culture to enhance organizational performance. This study adds to the little data on the positive impact of EL on listed company’s employees and addresses the gaps in previous studies on the role of EL in changing environments. In addition, professional commitment as a moderator has not been previously investigated with ethical leadership antecedents. (shrink)