Many optimisation-based intrusion detection algorithms have been developed and are widely used for intrusion identification. This condition is attributed to the increasing number of audit data features and the decreasing performance of human-based smart intrusion detection systems regarding classification accuracy, false alarm rate, and classification time. Feature selection and classifier parameter tuning are important factors that affect the performance of any intrusion detection system. In this paper, an improved intrusion detection algorithm for multiclass classification was presented and discussed in detail. (...) The proposed method combined the improved teaching-learning-based optimisation algorithm, improved parallel JAYA algorithm, and support vector machine. ITLBO with supervised machine learning technique was used for feature subset selection. The selection of the least number of features without causing an effect on the result accuracy in FSS is a multiobjective optimisation problem. This work proposes ITLBO as an FSS mechanism, and its algorithm-specific, parameterless concept was explored. IPJAYA in this study was used to update the C and gamma parameters of the support vector machine. Several experiments were performed on the prominent intrusion ML dataset, where significant enhancements were observed with the suggested ITLBO-IPJAYA-SVM algorithm compared with the classical TLBO and JAYA algorithms. (shrink)

The aim of this article is to reconstruct and pinpoint the peculiarities of Ismail Kadare’s idea of Europe. Kadare’s idea of Europe, it is argued, differs from the ideas of Europe embraced or presumed by intellectuals like Paul Valéry, Georg Simmel, Danilo Kiš, Václav Havel, Adam Michnik, or Milan Kundera, or from that of the European Union. For Kadare it is literature rather than the polis or its particular ideology that is the guardian of European values. Thus the European (...) legacy, in his view, is primarily Homeric rather than Socratic. I suggest first that the persecution of writers and the repression of literature in totalitarian regimes underlies Kadare’s idea of Europe. I then further characterize Kadare’s theme of persecution as a dialectic between regime and culture. Finally, I reconstruct Kadare’s narrative of Albania’s “return to Europe” as the struggle for recognizing Albania as the birthplace of European culture. (shrink)

Continuum of care throughout pregnancy, delivery and post-delivery has proved to be a critical health intervention for improving the health of mothers and their newborn children. Using data from the fourth wave of the National Family Health Survey conducted in 2015–16, this study examined the correlates of utilization of maternal health care services and child immunization following the continuum of care approach in India. The study also assessed whether the continuity in utilizing maternal health care services affects the immunization of (...) children. A total of 33,422 survey women aged 15–49 were included in the analysis of maternal health care indicators, and 8246 children aged 12–23 months for the analysis of child immunization. The results indicated that about 19% of the women had completed the maternal health continuum, i.e. received full antenatal care, had an institutional delivery and received postnatal care. Women with a higher level of education and of higher economic status were more likely to have complete continuum of care. Continuity of maternal health care was found to be associated with an increase in the immunization level of children. It was observed that 76% of the children whose mothers had complete continuum of care were fully immunized. Furthermore, the results from propensity score matching revealed that if mothers received continuum of care, the chance of their child being fully immunized increased by 17 percentage points. The results suggest that promotion of the continuum of maternal health care approach could help reduce not only the burden of maternal deaths in India, but also that of child deaths by increasing the immunization level of children. (shrink)

The concept of sustainability was developed in response to stakeholder demands. One of the key mechanisms for engaging stakeholders is sustainability disclosure, often in the form of a report. Yet, how reporting is used to engage stakeholders is understudied. Using resource dependence and stakeholder theories, we investigate how companies within the same industry address different dependencies on stakeholders for economic, natural environment, and social resources and thus engage stakeholders accordingly. To achieve this objective, we conducted our research using qualitative research (...) methods. Our findings suggest that the resource dependencies on different stakeholders lead to development of different stakeholder relationships and thus appropriate resources within the company to execute engagement strategies that are informing, responding, or involving. Our research explains why diversity exists in sustainability disclosure by studying how it is used to engage stakeholders. We find that five sustainability reporting characteristics are associated with the company’s stakeholder engagement strategy: directness of communication, clarity of stakeholder identity, deliberateness of collecting feedback, broadness of stakeholder inclusiveness, and utilization of stakeholder engagement for learning. Our study develops the literature by providing insight into companies’ choices of stakeholder engagement strategy thus explaining diversity in sustainability reporting based on the characteristics and relationships with specific stakeholders. (shrink)

In _Knowing God_, Ismail Lala investigates the nature of God and whether we can truly know Him according to the influential mystic, Muḥyī al-Dīn ibn ʿArabī, and his disciple, ʿAbd al-Razzāq al-Qāshānī.

Karl Popper’s critique of idealism manifests itself with the application of his method, falsificationism, to metaphysics, epistemology, and social and political philosophy. According to Popper, who identifies himself as a philosophical realist, idealism has emerged as a result of the idea that reality cannot be known by reason and of the search for certainty which is erroneous, and it has begotten two mistaken and detrimental views. These views are historicism, the notion that history has an irresistible course, and holism, the (...) notion that social wholes are organic structures that amount to more than the individuals constituting them. Historicism and holism have become the philosophical underpinnings of closed societies throughout history, such as the totalitarian regimes of the 20th century. Therefore, with a practical leaning, Popper actually takes aim at these pernicious consequences of idealism while criticizing it. In this study, idealism and the contours of Popper’s philosophy are examined, and then Popper’s metaphysical, epistemological, social, and political critiques against idealism are investigated. Keywords: Karl Popper, idealism, historicism, holism, falsificationism. (shrink)

The aim of this paper is to analyze the factors that influence the occurrence of the criminal offense of theft as well as the roles of all parties involved in its preventive activities. Ownership creates rights and obligations, and it should serve the well-being of the individual and the community. No one can be deprived of, nor limited from property and the rights deriving from it, except when it comes to the public interest determined by law. Belongings can be movable (...) and real estate. The subject of the criminal offense of theft can be only related to movable items that have economic value and serve to human needs and not in cases when they are abandoned. In the process of preventive fight against crime, it is of great importance to define explicitly and concretely the roles, the tasks, and the goals of certain subjects of preventive activities. (shrink)

This article presents the Islamic bioethical deliberation on the issue of sex assignment surgery for infants with disorders of sex development or intersexed as a case study. The main objective of this study is to present a different approach in assessing a biomedical issue within the medium of the Maqasid al-Shari’ah. Within the framework of the maqasidic scheme of benefits and harms, any practice where benefits are substantial is considered permissible, while those promoting harms are prohibited. The concept of Maqasid (...) al-Shari’ah which is the mechanistic interpretation of Qur’an and Hadith presents the holistic attention of Islam on many life activities, including healthcare. Indeed, this concept encompasses many aspects of worldly life, both for the human individual and collectively for the whole society. In healthcare, the practice of SAS on DSD newborns has presented an assortment of implications on the future livelihood of the affected individual. The process of decision-making seems to be very multifaceted since every element such as the determination of the ‘correct’ sex and the urgency of early surgery must consider the benefits and harms, as well as the child’s rights and best interest. The application of the concept of Maqasid al-Shari’ah, would convey a pragmatic approach that is often disregarded in Western medicine. This approach considers the right of the individual to live life optimally, individually and socially and practice his faith, precisely, in accordance with the assigned gender. (shrink)

This paper discussed the life background of Nasr Hamid Abu Zayd and the hermeneutical method used to the interpretation of the Qur’an. Nasr Hamid Abu Zayd was among productive Muslim scientists. He wrote over twenty-nine works from 1964 to 1999. His works included books and articles. Nasr’sthought was a product of his educational background and religious thought. An interesting discussion of Nasr’s thought was the conceptual discourse. In the historical trajectory of the Arabic world, the text had a crucial position, (...) especially when we saw the development of Islamic literature from pre-Islamic to the Islamic era. The oral tradition was deeply rooted. The text was ultimately believed to have a major influence in the formation of civilization through a hermeneutical approach, developed by modernists such as Nasr Hamid Abu Zayd, which became an attempt to develop an approaching understanding the Qur’an which had been widely opposed among Muslims. Because there was a very basic difference between hermeneutics on the other hand, and tafsir-takwil on the other hand, so it is considered inappropriate to be used to study the Qur’an. Therefore, this paper will discuss the concept of the hermeneutical method of the Qur’an by Nasr Hamid Abu Zayd as a repertoire of Islamic studies. (shrink)

South Asian regional integration is seemingly confronting many challenges. The aim of this paper is to identify those challenges and also look for prospects. Although regional integration in South Asia has adopted a kind of institutionalization, it is yet to deliver any concrete outcomes. High-politics and the not-so-conducive regional economic structures hinder any effectual culmination. However, constructivism, as a theory, is given due credence in this paper when looking for future prospects. The paper highlights the issues, and attempts to offer (...) certain policy directions by analyzing the challenges and identifying the prospects in the on-going integration/cooperation process. (shrink)

Religion and work are seldom discussed. The two have caused scholars to question the religion’s role with work. This paper reviews research on the integrate between religion and work by examining issues of concept, definition, measurement, and reviewing research that examines the relationship of work and religion with respect to: different times, types of people, organize human interactions and sources of knowledge. We then discuss the methodological requirement for reintegrating work studies into social institutional theory and indicate what the conceptual (...) payoffs of such integration might be. These payoffs include breaking new conceptual ground, resolving theoretical puzzles and envisioning the nature of new social institutions. (shrink)

Kadim bir dil olan Arapça, İslamiyet’in gelişiyle birlikte kutsal bir kitap olan Kur’an-ı Kerim’in dili olmuş, günümüze kadar varlığını ve önemini korumuştur. Anadili Arapça olmayanlara bu dilin öğretilmesi için farklı coğrafya ve farklı dönemlerde medreselerde veya devletin resmi eğitim kurumlarında Arapça dersleri verilmiştir. Verilen Arapça eğitimlerinde nahiv ve sarf temelli bir eğitim uygulanmıştır. Gramere dayalı bu dil eğitimi İlahiyat veya İslami İlimler fakültelerinde verilen eğitimlerle daha ileri bir seviyeye taşınmaya çalışılmıştır. İlahiyat veya İslami İlimler fakültelerinde verilen Arapça eğitimleri temelde dört (...) beceriyi kazandırma odaklı hazırlanmıştır. Ancak gramer odaklı verilmeye çalışılan Arapça eğitimlerinde hedeflenen başarı elde edilememektedir. Bu araştırmanın konusu, İlahiyat veya İslami İlimler fakültelerinde okutulan Arapça hazırlık eğitiminin değerlendirilmesi ve bu eğitimin kalitesinin arttırılması için yapılması gerekenlerdir. Bu doğrultuda bu çalışmada Bitlis Eren Üniversitesi İslami İlimler Fakültesi %30 Zorunlu Arapça Hazırlık Sınıflarının 2018-2019 Eğitim ve Öğretim Yılında aldıkları Arapça eğitimi model alınmıştır. Hazırlık Sınıflarında Arapça eğitimi alan 90 öğrenciye 33 sorudan oluşan anket uygulanmıştır. Anket sonuçları değerlendirilmiş ve verilen Arapça eğitiminin kalitesi ortaya konulmuştur. Elde edilen sonuçlardan hareketle, verilen eğitimde eksik ve hatalı durumlar tespit edilerek, eğitimin daha kaliteli bir düzeye ulaştırılması için önerilerde bulunulmuştur. Giriş bölümünde İlahiyat veya İslami İlimler fakültelerindeki Arapça eğitimi hakkında bilgiler verilmiştir. Sonrasında çalışmanın amacı, önemi, sınırlılıkları, problemi ve örneklem ortaya konulmuştur. Fakültede uygulanan Arapça hazırlık eğitimi hakkında bilgiler verilmiş ve uygulanan anket çalışmaya eklenmiştir. Son olarak bulgular ve yorumlar verilerek çalışma sonuç ve öneriler ile sonlandırılmıştır. (shrink)

In this paper I shall be looking at the state of science before and after the 17th century especially with regard to the question of the nature of scientific knowledge, specifically scientific paradigms. I will argue that some of the major differences between modern science and pre-modern science are due to (i) methodological changes, (ii) the rise of paradigmatic monism in modern science as opposed to paradigmatic pluralism in pre-modern science, (iii) the integration of science with technology after the 17th (...) century. These changes, I maintain, also redefine the role of scientific knowledge in society and culture, and bring in its wake certain problems and challenges, which in turn elicit different types of responses. Pre-modern science, I argue, are admirably suited to play a cultural and religious role, partly because of a lack of a pragmatic criterion of knowledge, and the emphasis on rational coherence. This makes enchantment of nature through science, possible. However, with the further evolution of science, especially the introduction of the experimental method and the emphasis on empiricism in the 17th century, scientific knowledge now has to conform to different criteria of knowledge -pragmatic in partleading to 'paradigmatic monism' and the consequent loss of enchantment in our conception of nature. The rise of the new science beginning in the 17th century thus brings in its wake a new set of epistemological and cultural challenges which were met with in different ways. I will then comment on the different types of responses made against the rise of the new science. (shrink)

With the rapid advancements made in biotechnology, bioethical discourse has become increasingly important. Bioethics is a multidisciplinary and interdisciplinary field that goes beyond the realm of natural sciences, and has involved fields in the domain of the social sciences. One of the important areas in bioethical discourse is religion. In a country like Malaysia, where Muslims make up the majority of the population, Islam plays a crucial role in providing the essential guidelines on the permissibility and acceptability of biotechnological applications (...) in various fields such as medicine, agriculture, and food processing. This article looks at the framework of a complementary model of bioethics derived from the perspective of Islam. The framework is based on ‘maqasid al-shariah’ (purposes or objectives of Islamic law) which aims to protect and preserve mankind’s faith, life, intellect, progeny, and property. It is proposed that ‘maqasid al-shariah’ be used as a pragmatic checklist that can be utilized in tackling bioethical issues and dilemmas. (shrink)

The machines exhibit an intelligence which is artificial intelligence, and it is the design of intelligent agents. A system is represented by an intelligent agent who perceives its environment and the success rate is maximized by taking the action. The AI research is highly specialized and there are two subfields and each communication fails often. The popular AI approaches include the traditional symbolic AI and computational intelligence. In order to optimize the seismic design of the reinforced concrete pier structure, the (...) particle swarm optimization algorithm and the reaction spectrum analysis method are combined; they establish a regular bridge of the design variable with cross-sectional characteristics and reinforcement ratios, with the target function. The seismic optimization design framework of the pier is transformed into a multi-objective optimization problem. Calculations show that the method can quickly obtain the optimal design parameters that meet multi-objective requirements. The improved PSO main program and the calling push-over program run time are 4.32 and 1347.56 s, respectively; the push-over program running time is 99.68% of the run time of the total program. Optimization of the seismic performance of the rear bridge pier is significantly improved and is more in line with the design method; the design method proposed in this article is more practical. (shrink)

There is a growing demand for information and computational technology for surgeons help with surgical planning as well as prosthetics design. The two-dimensional images are registered to the three-dimensional model for high efficiency. To reconstruct the 3D model of knee joint including bone structure and main soft tissue structure, the evaluation and analysis of sports injury and rehabilitation treatment are detailed in this study. Mimics 10.0 was used to reconstruct the bone structure, ligament, and meniscus according to the pulse diffusion-weighted (...) imaging sequence and stir sequences of magnetic resonance imaging. Excluding congenital malformations and diseases of the skeletal muscle system, MRI scanning was performed on bilateral knee joints. Proton weighted sequence and stir pulse sequence were selected for MRI. The models were imported into Geomagic Studio 11 software for refinement and modification, and 3D registration of bone structure and main soft tissue structure was performed to construct a digital model of knee joint bone structure and accessory cartilage and ligament structure. The 3D knee joint model including bone, meniscus, and collateral ligament was established. Reconstruction and image registration based on mimics and Geomagic Studio can build a 3D model of knee joint with satisfactory morphology, which can meet the requirements of teaching, motion simulation, and biomechanical analysis. (shrink)

This paper discusses the contribution of a prolific author and an Egyptian scholar Nasr Hamid Abu Zayd and his hermeneutical approach to the Qur’an. The article argues that Abu Zayd is a Muslim reformer of the twentieth century through his takwil. His hermeneutical concept is questioning the “an-nash ” tradition of the Qur’an and the transformation of Arab culture from oral to text-oriented culture in the earliest history of the Qur’an. He differentiates between tanzil to takwil. This article further argues (...) that Abu Zayd’s hermeneutical concept should be understood from the history of revelation which speaks to a particular community and respond to a particular situation. Thus, the Qur’an itself is a living phenomenon and open for interpretation, rather than a closed corpus. (shrink)

The COVID-19 pandemic has raised challenges in dealing with information sharing by the public and the authorities. There are two categories of information sharing on social media that are believed to be potentially problematic and unethical: the sharing of personal information of patients and the sharing of fake news or false information. We present a discussion on how the response to the COVID-19 pandemic in Malaysia can be ethically handled in terms of information sharing. It is recommended that the public (...) should cultivate the basic skills to evaluate information and determine its validity. On the other hand, the authorities should refrain from placing the blame on patients to avoid them from being stigmatized. It is crucial that all parties are aware of their ethical duty to ensure only ethical and valid information gets shared on social media. (shrink)

This paper attempts to examine the paradigm shift in ASEAN from a state-based to a people-based organization. We argue that by adopting a people-based organization, ASEAN now enters an era of Neo-Communitarianism replacing the Old Communitarianism of the old generation of ASEAN. By using communitarian perspectives, we look at the continuities and changes in ASEAN with regard to how it deals with issues involving their members. Three important issues namely the debates on intervention principle; the adoption of the three pillars (...) of the ASEAN Community; and the inclusion of human rights are seen as the signposts where ASEAN departs from their Old to a Neo-Communitarianism. Although there have been a lot of challenges to the realization of the people-based organization, we see that the dynamics of debates and the active participation of the community in the debates show good prospects for the new paradigm to realize. In this paper, we use debate on the formation of ASEAN Intergovernmental Commission on Human Rights (ICHR), to show the involvements of people in setting the agendas for the future ASEAN. (shrink)