Stock markets accurately reflect countries’ economic health, and stock returns are tightly related to economic indices. One popular area of financial research is the factors that influence stock returns. Several investigations have frequently cited macroeconomic factors, among numerous elements. Therefore, this study focuses on the empirical analysis of the relationship between macroeconomic factors and stock market returns. When a stock market becomes increasingly volatile, it becomes susceptible to economic uncertainty news, and information on social media platforms. Thus, we incorporated a (...) new dimension of economic uncertainty news sentiment for stock return predictions. We employed the daily data ofgold index, crude oil price, interest rate, exchange rate, and stock returns for a set of countries from January 2010 to December 2020. Subsequently, to compute coefficients, we conducted a regression analysis using one of the more sophisticated approaches: single-layer neural networks and ordinary least square regression. In addition, we only computed EUNS for the period of the fiscal budget announcement for the US, Turkey, and Hong Kong. The results indicate that the gold index, interest rate, and exchange rate are highly significant and negative macroeconomic factors for all analyzed countries. These findings also indicate that EUNS is important and detrimental for projecting stock returns. (shrink)

This paper is devoted to an analysis of Ma‘ruf ar-Rusafi’s work The Personality of Mohammed or the Elucidation of the Holy Enigma. While ar-Rusafi is traditionally known as a poet who combines great evocative power with a superb mastery of language and strict adherence to classical form, this canonical image is seriously complicated by the iconoclastic character of this book, completed in 1933 but unpublished until 2002. It totally rejects the orthodox theory of prophecy as passive transmission, and insists on (...) the historic development behind orthodoxy. Rusafi puts forward a way of conceiving the Prophet’s mission that he considers more faithful to the sources and in greater conformity with the elementary requirements of reason. He proposes a “disenraptured” or “demythologized” reading of the Prophet’s life and work. The author considers ar-Rusafi’s book as the most serious assault on orthodoxy that has been launched on it from within in modern times. (shrink)

While prophethood is the backbone of the Islamic tradition and an uncompromised tenet of faith, the impact of modernity with its ambivalent status afforded to the prophet and institution of prophethood shook many Muslim scholars. Through analysis of these modern debates on prophethood in Islam, this book situates Muhammad Iqbal's (1877-1938) and Said Nursi's (1877-1960) discourses within it and assesses their implications on the modern period. This book introduces the 'what, who and how' of the prophets in the Islamic tradition. (...) It unveils the rich Islamic literature of both the classical and modern periods and analyses the construction of their philosophies and theologies. Concise in both historical and textual analysis, this book makes an important contribution to our understanding of contemporary debates on prophecy and prophethood in Islam, and will be of great interest to postgraduate students and researchers of Islam, religious studies, medieval studies and contemporary studies of Islam and religion. (shrink)

The first eulogies (Qaṣāīd) about the Prophet Muḥammad (pbuh) appeared when he was still alive. Ḥassān ibn Thābit (d. 60/680 [?]), ʿAbd Allāh b. Rawāḥa (d. 8/629) and Kaʿb b. Mālik (d. 50/670), important Muslim poets of the period, praised the Prophet and inspired future generations of poets. Depending on the developments in the following centuries, there had been a great increase in the number of poems sung to express enthusiastic feelings towards the Prophet and to defend him and his (...) Prophethood. Andalusia is one of the places where this genre increased the most. The first examples of the praise of the Prophet appeared in Andalusia during the Mulūk al-Ṭawāʾif period (1031-1090). The praises of the Prophet, which were processed in the poems of asceticism, dirge and elegy until the end of the 5th/11th century, became an independent genre called al-Madāʾiḥ al-Nabawiyyah/Nabawiyyāt thanks to the ever-increasing Ṣūfī thoughts penetrating literary circles. The turning point of the praise of the Prophet in Andalusia, as in the East, is the period of the The Almohads (1147-1238), which coincides with the 7th/13th century. The mawlid celebrations, which were first initiated by the Fāṭimids in the 4th/10th century to give legitimacy to their rule, and held every year in North Africa on the twelfth of the month of Rabi'ulawwal, moved to Andalusia at the end of the The Almohad period and gradually became one of the largest official and religious holidays in Andalusia. Giving awards to high-quality poems read on the mawlid festival and celebrations made all over Andalusia has greatly contributed to the literary richness in this field. In praise of the Prophet, talented poets such as Abū Zayd al-Fāzāzī (d. 627/ 1230), Ibn al-Jannān al-Anṣārī (d. 650/1252), Ibn Jābir (d. 780/1378) and Ibn Zumruk (d. 797/1395) emerged. Abū Zayd al-Fāzāzī, one of the most distinguished Prophetic ode poets of the Almohad period is said to have first pioneered the spread of Prophetic praises in Andalusia before the Iraqi poet Yaḥyā al-Ṣarṣarī (d. 656/1258) and the Egyptian poet Būṣīrī (d. 695/1296). He has a dīvān called al-Wasā’il al-mutaqabbalah, which he wrote in alphabetical order and dedicated to the praise of the Prophet. The fame of the odes he uttered about the Prophet spread as far as North Africa, and it has become a tradition to read his odes on special days. Because of the abundance and quality of Prophetic odes, Ibn al-Jannān, who witnessed the glorious days and the collapse of the The Almohad state, also commemorated the poet Ḥassān ibn Thābit, The Prophet’s Odic Poet. Ibn Jābir al-Andalusī, on the other hand, wrote the second ode in this field after Ṣafī al-Dīn al-Ḥilli (d. 749/1348), the inventor of the axiomatic odes, and became the pioneer of axiomatic odes in Andalusia. The effect of political instability on Prophetic odes in Andalusia, which entered its collapse with the end of the Almohad state, is obvious. According to many poets, salvation from this plight of Muslims in Andalusia is possible by once again adhering to the Sunnah of the Prophet. Probably as a reflection of this idea, many poets from 7th/13th centuries onwards devoted their odes to narrating the Prophet and his Sunnah. Poets who describe the Prophet elaborately in their poems hope to be saved from the troubles they have fallen into and to reach the highest rank in heaven. Poets who touched upon the physical characteristics of the Prophet often likened his smiling face to a bright sun and a full moon. In terms of oratory, they stated that he had a fluent language and never uttered bad words. Andalusian poets, who praised the Prophet with moral virtues such as tolerance, justice and courage, stated that there was nobody more merciful and generous than him due to the abundance of his blessings resembling torrential rain. Andalusian Prophetic ode poets adhered to the traditional forms of Arabic poetry in terms of the structure of eulogy. In the introductory parts of odes, they generally express longing for the Prophet and the holy places. The main theme is mostly the Prophet and his outstanding virtues, and they usually end their eulogies with salutation to the Prophet. Save a few Sufi poets, it can be said that they used simple and understandable language in their poems. The sources of inspiration for their poems are the Qur'an and hadiths. Andalusian poets used non-material axiomatic arts in their poems without disturbing the structure of eulogy. In addition to the art of pun, they provided musicality in the poem with the ‘tent-frame’ meter and rhyme scheme, sometimes supporting it through repetition. It is possible to see all kinds of repetitions in, Ibn al-Jannān's odes. In this study, the place of the Prophet in Andalusia and odes, which are reflections of the love for him, will be examined. In addition, the concept of the Prophet in Andalusia will be explained within the political, social and cultural framework of the period. (shrink)

We examined the direct and indirect (via relational social capital) relationship between ethical leadership and knowledge hiding. We also tested the moderating role of instrumental thinking in the relationship between ethical leadership and knowledge hiding and the relationship between ethical leadership and relational social capital. Data were collected from 245 employees in different firms spanning different manufacturing and service sectors. The results showed that ethical leadership was negatively related to knowledge hiding, both directly and via relational social capital. The results (...) revealed that instrumental thinking moderated the positive relationship between ethical leadership and relational social capital, such that the relationship was weak when instrumental thinking was high. The results also showed that instrumental thinking moderated both direct and indirect relationships between ethical leadership and knowledge hiding, such that the relationships were weak when instrumental thinking was high. The study carries important practical implications for managers concerned about the destructive consequences of knowledge hiding. (shrink)

The study aimed to identify the strategic sensitivity and its impact on enhancing the creative behavior of Palestinian NGOs in Gaza Strip, and the study used the descriptive analytical approach and the questionnaire as a main tool for collecting data from employees of associations working in Gaza Strip governorates, and the cluster sample method was used and the sample size reached (343) individuals (298) questionnaires were retrieved, and the following results were reached: The relative weight of strategic sensitivity was 79.22 (...) (%), and the relative weight of creative behavior was 78.99 (%), a statistically significant relationship between all strategic sensitivity and creative behavior, and the presence of a sensitivity effect The strategy’s strategy on creative behavior, there are statistically significant differences in the scale dimensions attributable to the gender variable and the differences were in favor of females, there are no statistically significant differences between the averages of strategic sensitivity due to the age variable, and the educational qualification, and there were no statistically significant differences in creative behavior according to The gender variable, age, educational qualification, specialization, and the study presented a set of recommendations, the most important of which are: the need for civil organizations in Gaza Strip to seek funding from external countries in order to provide self-income for associations to face crises and give them independence Mechanism in order to keep them to carry out their role in society, the need to follow up the strategic plan of civil organizations using e-mails as they pave the way to reach excellence and creativity in the field of work. (shrink)

Experience with a group of mechanical engineering seniors at the University of Colorado led to an informal experiment with engineering students in India. An attempt was made to qualitatively gauge the students’ ability to appreciate a worldview different from the standard engineering worldview—that of a mechanical universe. Qualitative differences between organic and mechanical systems were used as a point of discussion. Both groups were found to exhibit distinct thought and behavior patterns which provide important clues for sensitizing engineers to environmental (...) issues in future educational initiatives. Cross-cultural and global dimensions of these initiatives are discussed. (shrink)

Abstract In the present article, we provide a critical overview of the emerging field of ‘neuroeducation’ also frequently referred to as ‘mind, brain and education’ or ‘educational neuroscience’. We describe the growing energy behind linking education and neuroscience in an effort to improve learning and instruction. We explore reasons behind such drives for interdisciplinary research. Reviewing some of the key advances in neuroscientific studies that have come to bear on neuroeducation, we discuss recent evidence on the brain circuits underlying reading, (...) mathematical abilities as well as the potential to use neuroscience to design training programs of neurocognitive functions, such as working memory, that are expected to have effects on overall brain function. Throughout this review we describe how such research can enrich our understanding of the acquisition of academic skills. Furthermore, we discuss the potential for modern brain imaging methods to serve as diagnostic tools as well as measures of the effects of educational interventions. Throughout this discussion, we draw attention to limitations of the available evidence and propose future avenues for research. We also discuss the challenges that face this growing discipline. Specifically, we draw attention to unrealistic expectations for the immediate impact of neuroscience on education, methodological difficulties, and lack of interdisciplinary training, which results in poor communication between educators and neuroscientists. We point out that there should be bi-directional and reciprocal interactions between both disciplines of neuroscience and education, in which research originating from each of these traditions is considered to be compelling in its own right. While there are many obstacles that lie in the way of a productive field of neuroeducation, we contend that there is much reason to be optimistic and that the groundwork has been laid to advance this field in earnest. Content Type Journal Article Category Original Paper Pages 1-13 DOI 10.1007/s12152-011-9119-3 Authors Daniel Ansari, Numerical Cognition Laboratory, Department of Psychology, The University of Western Ontario, Westminster Hall, London, ON N6A 3K7, Canada Bert De Smedt, Parenting and Special Education Research Group, Katholieke Universiteit Leuven, Leuven, Belgium Roland H. Grabner, Institute for Behavioral Sciences, Swiss Federal Institute of Technology (ETH) Zurich, Zurich, Switzerland Journal Neuroethics Online ISSN 1874-5504 Print ISSN 1874-5490. (shrink)

Mankind is faced with a number of serious problems that demand an effective solution. The prevalence of injustice and the frequency of financial crises are two of the most serious of these problems. Consisting of an in-depth introduction along with a selection of eight of Muhammad Umer Chapra's essays--four on Islamic economics and four on Islamic finance--this timely book raises the question of what can be done to not only minimize the frequency and severity of the financial crises, but also (...) make the financial system more equitable. The author considers the origins of Islamic economics and outlines its development and underlying principles. He compares the approach taken to ethics and economics in Islam with that taken in the West, considering whether lessons can be applied to the global financial architecture in order to mitigate against financial crises. The book also examines the case against interest and looks at both innovation in Islamic finance, as well as challenges facing the industry. Written by a leading authority in the field, this book will be a stimulating resource for students and researchers in Islamic economics and finance, as well as providing valuable insight to all of those with an interest in financial systems and their interaction with society. (shrink)

In recent years there have been growing calls for forging greater connections between education and cognitive neuroscience. As a consequence great hopes for the application of empirical research on the human brain to educational problems have been raised. In this article we contend that the expectation that results from cognitive neuroscience research will have a direct and immediate impact on educational practice are shortsighted and unrealistic. Instead, we argue that an infrastructure needs to be created, principally through interdisciplinary training, funding (...) and research programs that allow for bidirectional collaborations between cognitive neuroscientists, educators and educational researchers to grow. We outline several pathways for scaffolding such a basis for the emerging field of ‘Mind, Brain and Education’ to flourish as well as the obstacles that are likely to be encountered along the path. (shrink)

Data analytics, machine intelligence, and other cognitive algorithms have been employed in predicting various types of diseases in health care. The revolution of artificial neural networks in the medical discipline emerged for data-driven applications, particularly in the healthcare domain. It ranges from diagnosis of various diseases, medical image processing, decision support system, and disease prediction. The intention of conducting the research is to ascertain the impact of parameters on diabetes data to predict whether a particular patient has a disease or (...) not. This paper develops an improved ANN model trained using an artificial backpropagation scaled conjugate gradient neural network algorithm to predict diabetes effectively. For validating the performance of the proposed model, we conduct a large set of experiments on a Pima Indian Diabetes dataset using accuracy and mean squared error as evaluation metrics. We use different number of neurons in the hidden layer, ranging from 5 to 50, to train the ANN models. The experimental results show that the ABP-SCGNN model, containing 20 neurons, attains 93% accuracy on the validation set, which is higher than using the other ANNs models. This result confirms the model’s effectiveness and efficiency in predicting diabetes disease from the required data attributes. (shrink)

This short book, based on authentic sources, outlines the story of Imam al-Ghazali's life.

This study investigates the significance of understanding police perspectives on community policing as a means of addressing insecurity, particularly within the context of localised and asymmetrical conflicts. It highlights the pivotal role of the police in shaping community security and the substantial impact they can have (positive or negative) in fragile environments. The study contends that the localised nature of the community policing effectively addresses security and development issues and empowering citizens. Qualitative interviews were conducted with senior police in Islamabad, (...) to assess the implementation and potential impacts of community policing in Pakistan’s Federal Capital Territory. The findings reveal how the historical foundations of police structures and operations – which date back to the colonial period – have led to the promotion of fear, mistrust and manipulation under successive regimes. Despite these challenges, the findings are promising highlighting enhanced human security through context-specific community policing. Finally, the paper argues that the movement towards community-oriented policing marks a departure from the control of elites within state systems, and encourages values such as local ownership, social cohesion, mutual engagement, accountability and agency. These developments have profound implications for global security and justice. (shrink)

With the growing call for private sector actors to address global challenges, it is necessary to first assess whether regions with the greatest needs are accessing corporate philanthropy. In this paper, we ask whether corporate philanthropy is reaching those with the greatest health-care needs. Drawing on economic geography and corporate homophily, we argue that corporate philanthropy tends to exacerbate health inequality as grants are destined for counties with fewer health problems. We test and find support for this hypothesis using data (...) on health grants made by US corporate foundations and county-level health data. Our results that corporate health grants are less likely to go to counties which have a lower proportion of medical service providers and insured citizens suggest that corporate foundations are unwittingly complicit in worsening the resource gap between small, poor, rural counties and large, wealthy, urban counties. From an ethical perspective, we provide some guidance as to how this may be corrected. (shrink)

Muslim communities in the village facing the COVID-19 Pandemic attempts to find refuge from the plague and hope for survival. However, this led to more caution, which may lead to xenophobia. Via ethnography, this study unmasks the xenophobic attitude. This research discusses the root causes of panic in the community so that remedies can be implemented. The research attempts to explain, from a socio-anthropological viewpoint, how people and religious groups in the village perceive the pandemic of COVID-19 based on their (...) belief in their faith and in the science. The research takes place in Cigagak village, an area of approximately 7000 m2 on the outskirts of Bandung of West Java of Indonesia. This study examines the selected respondents from about 190 inhabitants who had close ties to managing places of worship and public places. This study utilises a collaborative self-ethnographic method and qualitative analysis. The influence of COVID-19 has moved to new exclusive and disintegrating practices from the inclusion-cohesive religious tradition. Therefore, this study tries to find out ways on how to reduce exclusive perception and religious practices to a minimum level and how to disappear xenophobia. Amid the COVID-19 Pandemic, inclusive awareness and actions were re-established, and even social cohesiveness was fostered. This study concludes that in its deep conviction nature, theology can change exclusive behaviour to be inclusive if it is based on the religious principles that are raised in response to human events. In this case, the Muslim community in a village can change the fear of COVID-19 pandemic to be a reducer of the panic based on the support of the religious doctrines.Contribution: This article used a collaborative self-ethnography with a religious socio-anthropological viewpoint. This study could help to solve social problems through theological convergence in Islamic milieu, especially that of the government’s formal Islamic organisation and organic Islamic leaders of the society. (shrink)

Saba Mahmood’s anthropological work studies the gain in skills, agency and capacity building by the women’s dawa movement in Egypt. These women increase their virtue toward the goal of piety by following dominant, often patriarchal norms. Mahmood argues that “teleological feminism” ignores this gain in agency because this kind of feminism only focuses on opposition or resistance to these norms. In this paper I defend Mahmood’s “anti-teleological” feminist work from criticisms that her project valorizes oppression and has no vision for (...) a nonoppressive feminist future. I argue the future envisioned by teleological feminists gets caught in “the Hegelian” trap of replicating past oppression in their feminist future. I find in Mahmood’s work the tools to escape this trap. I argue, rather than a movement of overcoming oppression, Mahmood’s work suggests an immanent and creative movement that emphasizes difference for a truly new future. I turn to a Bergsonian metaphor and argue that this movement can be seen as akin to the movement of biological evolution. I conclude using the work of Eve Sedgwick that the Egyptian women that Mahmood studies are being read in a “paranoid” fashion and demonstrate using Leila Ahmed a better “reparative” reading of these women. (shrink)

This study provides the historical background to, and analysis and translations of, two seminal texts from the medieval Islamic world concerning the univocity of being/existence and a theory of “ambiguous predication” (tashkīk), which is similar to the Thomistic theory of analogy. The disputants are Fakhr al-Dīn al-Rāzī (1149–1210), who defended a theory of the univocity of being, and Naṣīr al-Dīn al-Ṭūsī (1201–1274), who defended the theory of ambiguous predication. While the purported issue is whether a quiddity can cause its own (...) existence, the debate extends further. Rāzī draws on several arguments that “existence” must be predicated univocally of God and creature and then concludes that, given the univocity of “existence,” God cannot be simple, but is a composite of the divine quiddity and distinct attributes. In contrast, Ṭūsī denies that “existence” is said univocally of God and creature and rather is predicated ambiguously/analogously, and then defends divine simplicity. (shrink)

I begin the first part by showing how situationism should make us question traditional understandings of virtues as intrinsic dispositions. I concentrate specifically on situationist experiments related to mood. I then introduce Islamic virtue ethics and the dawa movement. In parts two and three I examine ethnography of the dawa movement to explore how they deal with worries about the influence of mood on their virtue. In part two I show how they train their habits in very traditional virtue ethics (...) ways in order to be more resilient when faced with virtue-diminishing affective situations. In part three I show how the situation, rather than hindering practitioners, is recruited into helping these women achieve piety. I conclude, in part four, by showing the dawa movement's creative use of the Islamic veil as a way to help these women deal with the objection that one cannot avoid all bad situations. Going beyond social psychological experiments, I examine two methodological sources not found in situationist debates. First, I argue for ethnography as an empirical method through which to study virtue. I draw on ethnography of the Islamic women's dawa movement. Secondly, the work in the philosophy of mind on ‘affective scaffolding’. (shrink)

This study provides the historical background to, and analysis and translations of, two seminal texts from the medieval Islamic world concerning the univocity of being/existence and a theory of “ambiguous predication” (tashkīk), which is similar to the Thomistic theory of analogy. The disputants are Fakhr al-Dīn al-Rāzī (1149–1210), who defended a theory of the univocity of being, and Naṣīr al-Dīn al-Ṭūsī (1201–1274), who defended the theory of ambiguous predication. While the purported issue is whether a quiddity can cause its own (...) existence, the debate extends further. Rāzī draws on several arguments that “existence” must be predicated univocally of God and creature and then concludes that, given the univocity of “existence,” God cannot be simple, but is a composite of the divine quiddity and distinct attributes. In contrast, Ṭūsī denies that “existence” is said univocally of God and creature and rather is predicated ambiguously/analogously, and then defends divine simplicity. (shrink)

An intelligent climate and watering agriculture system is presented that is controlled with Android application for smart water consumption considering small and medium ruler agricultural fields. Data privacy and security as a big challenge in current Internet of Things (IoT) applications, as with the increase in number of connecting devices, these devices are now more vulnerable to security threats. An intelligent fuzzy logic and blockchain technology is implemented for timely analysis and securing the network. The proposed design consists of various (...) sensors that collect real-time data from environment and field such as temperature, soil moisture, light intensity, and humidity. The sensed field information is stored in IoT cloud platform, and after the analysis of entries, watering is scheduled by implementing the intelligent fuzzy logic and blockchain. The intelligent fuzzy logic based on different set of rules for making smart decisions to meet the watering requirements of plant and blockchain technology provides necessary security to the IoT-enabled system. The implementation of blockchain technology allows access only to the trusted devices and manages the network. From the experimentation, it is observed that the proposed system is highly scalable and secure. Multiple users at the same time can monitor and interact with the system remotely by using the proposed intelligent agricultural system. The decisions are taken by applying intelligent fuzzy logic based on input variables, and an alert is transmitted about watering requirements of a field to the user. The proposed system is capable of notifying users for turning water motor on and off. The experimental outcomes of the proposed system also reveal that it is an efficient and highly secure application, which is capable of handling the process of watering the plants. (shrink)

This paper presents a unique manuscript copy of a fifth/eleventh-century Maghribī commentary on al-Bāqillānī’s Kitāb al-Tamhīd. The work, entitled al-Tasdīd fī sharḥ al-Tamhīd, was written by ‘Abd al-Jalīl b. Abī Bakr al-Dībājī —also known as Ibn al-Ṣābūnī— who had studied the Kitāb al-Tamhīd with al-Bāqillānī’s disciples in Qayrawān. The present study first reviews the transmission of al-Bāqillānī’s work to the Islamic west. It then continues to present the author of the commentary, to reconstruct the work’s genesis and to describe its (...) content. The final section focuses on a sample chapter and argues that al-Dībājī follows al-Bāqillānī’s later position on a specific theory —the so-called theory ofaḥwāl— of which the Tamhīd strongly disapproved. The Tasdīd is one of the oldest texts of Maghribī Ash‘arism that has come down to us and provides valuable new insights into the school’s early history in the Islamic west. (shrink)

To optimize the weak robustness of traditional face recognition algorithms, the classification accuracy rate is not high, the operation speed is slower, so a face recognition algorithm based on local binary pattern and stacked autoencoder is proposed. The advantage of LBP texture structure feature of the face image as the initial feature of sparse autoencoder learning, use the unified mode LBP operator to extract the histogram of the blocked face image, connect to form the LBP features of the entire image. (...) It is used as input of the stacked AE, feature extraction is done, realize the recognition and classification of face images. Experimental results show that the recognition rate of the algorithm LBP-SAE on the Yale database has achieved 99.05%, and it further shows that the algorithm has a higher recognition rate than the classic face recognition algorithm; it has strong robustness to light changes. Experimental results on the Olivetti Research Laboratory library shows that the developed method is more robust to light changes and has better recognition effects compared to traditional face recognition algorithms and standard stack AEs. (shrink)

Name der Zeitschrift: Der Islam Jahrgang: 93 Heft: 2 Seiten: 371-373.

Name der Zeitschrift: Der Islam Jahrgang: 93 Heft: 2 Seiten: 460-471.

In step with rapid advancements in computer vision, vehicle classification demonstrates a considerable potential to reshape intelligent transportation systems. In the last couple of decades, image processing and pattern recognition-based vehicle classification systems have been used to improve the effectiveness of automated highway toll collection and traffic monitoring systems. However, these methods are trained on limited handcrafted features extracted from small datasets, which do not cater the real-time road traffic conditions. Deep learning-based classification systems have been proposed to incorporate the (...) above-mentioned issues in traditional methods. However, convolutional neural networks require piles of data including noise, weather, and illumination factors to ensure robustness in real-time applications. Moreover, there is no generalized dataset available to validate the efficacy of vehicle classification systems. To overcome these issues, we propose a convolutional neural network-based vehicle classification system to improve robustness of vehicle classification in real-time applications. We present a vehicle dataset comprising of 10,000 images categorized into six-common vehicle classes considering adverse illuminous conditions to achieve robustness in real-time vehicle classification systems. Initially, pretrained AlexNet, GoogleNet, Inception-v3, VGG, and ResNet are fine-tuned on self-constructed vehicle dataset to evaluate their performance in terms of accuracy and convergence. Based on better performance, ResNet architecture is further improved by adding a new classification block in the network. To ensure generalization, we fine-tuned the network on the public VeRi dataset containing 50,000 images, which have been categorized into six vehicle classes. Finally, a comparison study has been carried out between the proposed and existing vehicle classification methods to evaluate the effectiveness of the proposed vehicle classification system. Consequently, our proposed system achieved 99.68%, 99.65%, and 99.56% accuracy, precision, and F1-score on our self-constructed dataset. (shrink)

This article examined the recent emergence of the national and international issue of religious polarisation and identity, which affects some groups’ populism and fanaticism. Regarding social phenomena, religion and identity are intertwined like the two sides of a coin. This discourse has an impact how to interpret diversity on religious issues that are caused by political influences. Given the polarisation of identity politics and religion, the national and state campaign slogan ‘unity in diversity’ is merely wishful thinking. The polarisation of (...) identity and religion is heavily implicated in the Indonesia–Philippines border case; consequently, in some instances, the ‘seeds’ of these cases are discovered, eventually resulting in group fanaticism. This article employed the historical way of writing while also taking a social science angle that interacts with the research being done. For some communities, religion and identity may take on symbolic meaning, affecting how well they adapt and are accepted. However, the qualities of a community group or region are also shaped by historical events. According to the study’s findings, religion and ethnic identity have played important roles in long-standing historical processes and impacted them. This study is anticipated to ‘suppress’ the problem of political division involving religion and identity because the identification of ‘border’ communities depends not only on entity and identity issues but also on the community’s culture.Contribution: The contribution in this study is that it has an impact on religious issues and cultural identity relations perspectives. (shrink)

The notion of 'natural kinds' has been central to contemporary discussions of metaphysics and philosophy of science. Although explicitly articulated by nineteenth-century philosophers like Mill, Whewell and Venn, it has a much older history dating back to Plato and Aristotle. In recent years, essentialism has been the dominant account of natural kinds among philosophers, but the essentialist view has encountered resistance, especially among naturalist metaphysicians and philosophers of science. Informed by detailed examination of classification in the natural and social sciences, (...) this book argues against essentialism and for a naturalist account of natural kinds. By looking at case studies drawn from diverse scientific disciplines, from fluid mechanics to virology and polymer science to psychiatry, the author argues that natural kinds are nodes in causal networks. On the basis of this account, he maintains that there can be natural kinds in the social sciences as well as the natural sciences. (shrink)

The research addresses the effect of sense of control on perceived stress by controlling for the intervening effects of Religiosity and Materialism. A total of 609 emerging adults living in Dhaka city participated in the survey; surveyors used a 48-item structural closed-ended questionnaire to collect the responses. The elicited responses were quantified, and structural equation models were formulated to identify any associations among the variables of interest. The findings suggest that sense of control is a strong determinant of perceived stress; (...) neither religiosity nor materialism mediate the association. The study advances the transactional model of stress and coping. (shrink)

Psychology has been the significant discipline since the time of antiquity which becomes more consolidated during the medieval age of Islam. It had a strong foundation in the professional writings of polymaths from the Islamic Middle Ages that were eventually transmitted to the West. However, the unique psychological contributions of these medieval polymaths remained largely unexplored. Despite the growing interest in their work, which is partly due to Islamic psychology, only a handful of them have been investigated for their unique (...) psychological contributions, and a complete examination of psychological work has not been done, separately from an Islamic perspective. The majority of them have only been examined in terms of their medical value, neglecting psychological issues in their all-encompassing approaches to care. Therefore, it was quintessential to extensively explore all those scholars who contributed to the various fields of psychology and to fill a gap of information that has been left by the previous researchers. (shrink)

The article explores the emergent tension between the minority imagination and anticaste politics among India’s most significant religious minority, the Muslims. Since the late 1990s, the mobilization of lowered-caste Muslims in the form of the Pasmanda movement has increasingly challenged the hegemony of the so-called high-caste Ashraf Muslims. The nascent Pasmanda counterdiscourse has contested the critical elements of the entrenched Muslim-minority discourse: identity and the religio-cultural, security and interreligious (communal) violence, and equity and affirmative action. The monolithic image of the (...) Muslim community has been dispelled, and the Muslim-minority discourse has been characterized as a machination for preserving and reproducing the Muslim elite interests. The article maps the Pasmanda discourse and locates it as an instance within the evolving literature on the analytical limitations of the concept of minority to address the justice claims of emergent political subjectivities. The Pasmanda contestations present a sharp anomaly to the existing Muslim-minority discourse and indicate a paradigmatic shift. (shrink)

Building on conservation of resource (COR) theory, this study adds to the business ethics literature by examining how employees' religiousness might help them cope with a stressful work environment. In doing so, this study examines the differential effects of challenge and hindrance stressors on employees’ job performance and their helping behaviors; and the moderating role of religiousness in this process. Findings from a multisource and three-wave survey data, collected from dyads of employees and their supervisors in Pakistan-based organizations, indicate that (...) challenge stressors positively predict employees' job performance; however, the link between challenge stressors and helping behavior was not significant. Religiousness invigorates both these relationships such that the employees with high religiousness exhibit higher job performance and helping behavior when confronted with challenging stressors. In contrast, hindrance stressors had a negative effect on employees' job performance and their propensity to engage in helping behaviors. Religiousness mitigates this negative effect of hindrance stressors such that the effect is weaker for employees who can draw strength from their religiousness. Finally, this paper discusses the theoretical and practical implications of the study’s findings and offers directions for future research. (shrink)

The aim of this work focuses on the relationship among the Dark Triad, perceptions of organizational politics, political skills, and counterproductive work behavior. This study empirically tests the mediating role of perceptions of organizational politics in the relationship between the Dark Triad and counterproductive work behavior. Furthermore, the study investigates the moderating role of political skills in strengthening the link between the Dark Triad and the perceptions of organizational politics. A sample of 149 participants was randomly selected. To analyze the (...) data of the present work, we employed a structural equation model using partial least square and PROCESS. From empirical findings, we imply an inference that perception of organizational politics partially mediates the Dark Triad's influence on the counterproductive work behavior. Moreover, the results identify the moderating role of political skills in strengthening the link between the Dark Triad and the perceptions of organizational politics. Empirical findings suggest important policy implications for the hospitality industry. (shrink)