The vital data about the electrical activities of the brain are carried by the electroencephalography signals. The recordings of the electrical activity of brain neurons in a rhythmic and spontaneous manner from the scalp surface are measured by EEG. One of the most important aspects in the field of neuroscience and neural engineering is EEG signal analysis, as it aids significantly in dealing with the commercial applications as well. To uncover the highly useful information for neural classification activities, EEG studies (...) incorporated with machine learning provide good results. In this study, a Fusion Hybrid Model with Singular Value Decomposition Based Estimation of Robust Parameters is proposed for efficient feature extraction of the biosignals and to understand the essential information it has for analyzing the brain functionality. The essential features in terms of parameter components are extracted using the developed hybrid model, and a specialized hybrid swarm technique called Hybrid Differential Particle Artificial Bee algorithm is proposed for feature selection. To make the EEG more practical and to be used in a plethora of applications, the robust classification of these signals is necessary thereby relying less on the trained professionals. Therefore, the classification is done initially using the proposed Zero Inflated Poisson Mixture Regression Model and then it is also classified with a deep learning methodology, and the results are compared with other standard machine learning techniques. This proposed flow of methodology is validated on a few standard Biosignal datasets, and finally, a good classification accuracy of 98.79% is obtained for epileptic dataset and 98.35% is obtained for schizophrenia dataset. (shrink)

The human being is the most wonderful creation of God and the highest sign of his infinite power. Humanity is capable of achieving all divine perfections. God created them to reach the position of God’s closeness and God’s successor on Earth, and this path will not be realised except by the correct education. A human is a divine being who has settled in this earthly world, and correct education is the only way to achieve that sacred truth. Divine prophets have (...) come to prepare the Earth for this great transformation in human existence and guide them to the light of divine teachings. There is no doubt that if human beings are not educated according to divine standards, they will remain at the level of animality. The Holy Qur’an, as the most precious Islamic divine book, presents the best way of education based on the knowledge of the truth of humanity and their needs. In addition, it is appropriate to discuss the role of behavioural gentleness in the education of people, and in this regard, the Qur’anic verses have been reviewed carefully. Therefore, the aim of this manuscript is to study the Islamic teachings in education with an emphasis on behavioural gentleness.Contribution: If curriculum planners and educators in general pay attention to Qur’anic teachings in education and base their curriculum and educational programs on Qur’anic teachings and according to characteristics and abilities and appropriateness of methods, and if the contents are paid attention to and educational programs are produced based on the will and authority of the educators, we will definitely witness progress and development in educational systems on the one hand and development and progress in all levels of life. (shrink)

Various consequences of social networks in virtual space are expanding as a new phenomenon in Islamic societies in line with other societies. Social science thinkers point to the two-sided role of the Internet and virtual space in economic, cultural and religious development. Humans need to communicate collectively based on their inherent nature. The media and means of mass communication, which had a slow growth in the past, have faced significant changes in the present era, in such a way that the (...) present age is called the age of information and communication. At such a time when virtual space and social networks have turned the world into a small village and people with different cultures and beliefs are connected with each other, the issues of children’s education (especially in Islamic societies where the focus is on Islamic education) has faced the challenge, what is important for parents in this age is to get familiar with the basics of education and to pay attention to the educational challenges of social networks in the virtual space. One of the necessities of the era of information and communication in Islamic societies is the need for education in accordance with religious teachings that prepares people to face the changing and unpredictable challenges of life. New media are accused of creating new challenges in life from two perspectives. On the one hand, the media are competitors of educational activities in the field of education, and on the other hand, they are considered to be the foundation of many new challenges. In addition, it is worth mentioning that the religious teachings that form the basis of Islamic governments are the answer to all the problems of the human society and its requirements in every age. Contribution: This research presents the effectiveness of religious teachings (Qur’an, Sunnah and Hadiths) as the best sources of Islamic education, which can be used in the cultural policy of virtual space and raise the level of awareness of families and individuals in knowing the points of threat and opportunity in the virtual space. (shrink)

While humans are the best of creations and God’s caliphs on Earth, such a status is always hard to achieve and necessitates many efforts and too much practice. This world also has a two-way path, one terminating in the lowest of the low and the other culminating in the highest of the high. It means that one way leads to misfortune and misery and the other to happiness and perfection. To attain happiness, accountability can be of utmost importance. Besides, the (...) purpose of human creation is closeness to God by preferring the right path, which is not often possible unless they speak the truth and make the best use of the enlightening teachings of the revelation to spot the bad and good, becoming aware of their own duties and responsibilities and ultimately putting them into effect. This research aimed to investigate the mediating role of values in the relationship between accountability and trust among Muslim managers and employees in Islamic organisations, using a descriptive method through a field study. The statistical population included 2500 senior Muslim managers and employees of Iraqi government organisations, selected via simple random sampling. In this research, structural equation modelling (SEM) analysis was recruited for data analysis in the Statistical Package for the Social Sciences (SPSS) and Analysis of a Moment Structures (AMOS). The study results demonstrated that accountability in Muslim managers and employees has a significant positive effect on trust (p = 0.45) and values (p = 0.81). Moreover, the findings revealed that values have a positive effect on reinforcing trust in Islamic organisations (p = 0.54), and above all bolster the relationship between accountability in managers and employees and organisational trust (p = 0.43).Contribution: The accountability of managers and employees can have a positive effect on individuals’ performance in organisations. In general, psychological pressures in organisations result in organisational transformation and then maintain values through trust-building. Such changes can be subsequently operationalized and have a profound impact on people’s behaviour by affecting work order and keeping them always growing, agile and diligent, in order to reach a new level of performance. (shrink)

Lifestyle refers to a set of personal and group behaviours related to normative and semantic aspects of social life. Any coherent set of behavioural patterns derived from religious teachings that exist in life can be considered a religious lifestyle. Considering that the dominant religion in Jordan is Islam, the present study focused on the Islamic lifestyle. In addition, given that the correct relationship between couples has been compared to life-giving blood in marriage, and since the quality of marital role plays (...) a determining role, the existence of communication skills in any of the couples can generate satisfaction and compatibility, whereas lack of awareness of these skills could cause misunderstandings and tension. Therefore, the current study aims to study the role of the Islamic lifestyle in communication skills of 250 Muslim couples of Jordan (Amman, Zarqa and Irbid) in 2022. Data were collected using questionnaires during four months, and the validity and reliability was confirmed. In addition, data analysis was performed in Statistical Package for Social Sciences (SPSS) and Linear Structural Relations (LISREL) using mean tests and structural equation modelling. According to the results, Islamic lifestyle had a positive, significant effect on the improvement of communication skills in Muslim couples in Jordan (P-value: 0.76; T-value: 7.92). Therefore, it is recommended that more attention should be paid to this issue by families, researchers and cultural authorities in the country.Contribution: Our findings revealed that Islamic lifestyle improved communication skills in Muslim couples, which demands special attention. By adhering to the Islamic lifestyle, couples can influence each other’s knowledge, emotions, education and growth, and try to have a realistic understanding of each other’s desires, needs, living environment and perceptions that each has in life issues. Furthermore, they can organise their role in the common life in appropriate ways to prevent problems and solve them in the event of problems. (shrink)

Editorial expression of concern: The editor and publisher express a note of concern regarding this article ‘ ‘Islamic Culture’ textbook content and religious needs of literacy students’, by Mohsen Dibaei Saber, Soolmaz Nourabadi, Ammar Abdel Amir Al-Salami, Harikumar Pallathadka, Sarvar Inatullaevich Nazarkosimov, Hoang Viet Linh, Forqan Ali Hussein Al-Khafaji, Iskandar Muda. An investigation is underway regarding the authorship of this article.

Education has been acknowledged as the key factor contributing to personality development and identity formation. To ensure appropriate education, it is thus of utmost importance to reflect on the power of the educational content. As a result, respecting Islamic values from a major authentic source, like the Holy Qur’an, paves the ground to fulfil this goal. On the contrary, the first and foremost educators to convey these values are the family, because each person mainly spends the time of one’s education (...) in this small, primary social institution. Above and beyond, the building block of a society and the starting point of a culture, a civilisation and human history is the family. As a noble book of guidance for the human beings, the Holy Qur’an has accordingly shed light on the role of the family. Against this background, this study, adopting a descriptive analytical approach, aimed to investigate the Islamic family from the perspective of the Holy Qur’an with an emphasis on the education of children. Accordingly, the Holy Qur’an reveals that the main purposes of creating a family are inner peace, generational survival and expansion of the faith and monotheism. A healthy family environment can thus have a profound impact on cultivating moral character and virtues. In view of the Holy Qur’an, the family is the first place to seek relief and perform the acts of worship. No divine religions have also given as much value to the family as Islam, which implies its comprehensiveness. Despite much attention to the family in most societies, it receives special importance in the Qur’anic teachings. This article is a review study that dealt with Qur’anic concepts related to education in the family. Therefore, after categorising different Qur’anic verses, analyses have been presented in each category. Contribution: Islam has set many specific programmes and educational instructions from childbirth and then delegated their implementation to the family. Accordingly, this noble religion offers many guidelines for picking a perfect name, breastfeeding and weaning, loving, observing justice and fulfilling promises in relation to children. (shrink)

Education has been acknowledged as the key factor contributing to personality development and identity formation. To ensure appropriate education, it is thus of utmost importance to reflect on the power of the educational content. As a result, respecting Islamic values from a major authentic source, like the Holy Qur’an, paves the ground to fulfil this goal. On the contrary, the first and foremost educators to convey these values are the family, because each person mainly spends the time of one’s education (...) in this small, primary social institution. Above and beyond, the building block of a society and the starting point of a culture, a civilisation and human history is the family. As a noble book of guidance for the human beings, the Holy Qur’an has accordingly shed light on the role of the family. Against this background, this study, adopting a descriptive analytical approach, aimed to investigate the Islamic family from the perspective of the Holy Qur’an with an emphasis on the education of children. Accordingly, the Holy Qur’an reveals that the main purposes of creating a family are inner peace, generational survival and expansion of the faith and monotheism. A healthy family environment can thus have a profound impact on cultivating moral character and virtues. In view of the Holy Qur’an, the family is the first place to seek relief and perform the acts of worship. No divine religions have also given as much value to the family as Islam, which implies its comprehensiveness. Despite much attention to the family in most societies, it receives special importance in the Qur’anic teachings. This article is a review study that dealt with Qur’anic concepts related to education in the family. Therefore, after categorising different Qur’anic verses, analyses have been presented in each category.Contribution: Islam has set many specific programmes and educational instructions from childbirth and then delegated their implementation to the family. Accordingly, this noble religion offers many guidelines for picking a perfect name, breastfeeding and weaning, loving, observing justice and fulfilling promises in relation to children. (shrink)

Religion is among the determinants of human beliefs and values in various societies, shaping people’s behaviours in a range of life aspects, including the workplace. In view of the influence of religion in Malaysia, this issue becomes highly significant. With regard to the profound impact of religion on creating individual and collective behaviours, the present study aims to investigate the effects of religious behaviours (RBs) on organisational commitment (OC) among Malaysian healthcare workers (HCWs) in 2022, by a survey method implemented (...) using standardised questionnaires for data collection. The statistical population comprised of 2500 HCWs from 10 hospitals in Kuala Lumpur, Georgetown and Malacca, Malaysia, selected by the simple random sampling among the Muslim staff. The data analysis was further fulfilled using the AMOS software package for structural equation modelling (SEM). In general, the study results demonstrated a significant and positive relationship between RBs and OC among Malaysian HCWs (p-value = 0.84, t-statistic = 6.50).Contribution: As demonstrated by the study results, it is possible to inspire OC among employees through strengthening RBs and take advantages of the results. Thus, RBs shown by employees can definitely bring positive results to organisations; therefore, OC in Malaysian HCWs improves. (shrink)