Cardiovascular diseases, including heart disease, pose a significant global health challenge, contributing to a substantial burden on healthcare systems and individuals. Early detection and accurate prediction of heart disease are crucial for timely intervention and improved patient outcomes. This research explores the potential of neural networks in predicting heart disease using a dataset collected from Kaggle, consisting of 1025 samples with 14 distinct features. The study's primary objective is to develop an effective neural network model for binary classification, identifying the (...) presence or absence of heart disease. The neural network architecture includes an input layer, a hidden layer, and an output layer, designed to capture intricate relationships within the dataset. Rigorous training and validation processes, accompanied by data preprocessing steps, ensure the model's robustness and generalization capabilities. The results demonstrate promising performance, with an accuracy of 92% and an average error of 0.062. Moreover, an analysis of feature importance highlights key predictors, including "oldpeak," "thalach," "trestbps," "ca," "thal," "cp," "chol," "sex," "restecg," "age," "slope," "fbs," and "exang." This research contributes to the field of predictive healthcare by leveraging neural networks to enhance heart disease prediction. The developed model offers the potential for early identification of individuals at risk, facilitating timely medical interventions and ultimately improving public health. Further exploration of machine learning techniques in healthcare promises to reshape disease prediction and prevention strategies. (shrink)

al-Zuhd, one of the most prominent themes in the Arab poetry in the Abbasid period, came to the summit by the poets like Abū l-ʻAtāhiyya and Abū Nuwās. Another important poem known with his poems on al-Zuhd is Mahmud al-Warraq. Warrak, after a youth life in pleasure, understood the s of life and apply himself to poetry on zuhd. Warrak produced a number of different works in verse form. He was distinguished by the sincerity in his statements and the simple (...) language he used. He had thought that he was deceived by worldly gifts and pleasures in his youth and thus tried in his poems to guide young people with a sense of responsibility not to fall in same mistakes. This paper will examine Warraq emphasis on “youth un in his Diwan. Poems will be discussed in the context of the nature and the fate of youth. In the introduction, the development of poetry tradition on al-zuhd in the period of Umayyads and Abbasids will be mentioned briefly. Afterwards, poems About youth in his diwan will be researched. (shrink)

One of the main features that distinguish modern novel from traditional one is the use of new narrative techniques such as monologue, flow of consciousness, leitmotiv and intertextuality. These techniques relate to new approaches that take shape in formal elements such as time, characters and event patterns that make up the modern novel. Which expression technique is used in the work is often related to the form and content of the novel. This research examines the Kevâbîsu Beyrût, which uses modern (...) and post modern expression techniques in the Arab novels of the last century, in the context of the content of the work and reveals the appropriateness of the techniques used for the purpose of the work. The authors of the novel, autobiographical, tried to convey the feelings of a civil war in many ways, and remained in the midst of conflicts. The techniques that came to the forefront in his narration have added aesthetic value to the composition of the narration and it has become one of the famous Arab novels. The introduction part of the work consists of the factors that prepared the ground for the civil war that took place in Lebanon between 1975 and 1990, the first chapter, the work of writer Gâde es-Semman, the third chapter; Kevâbîsu will investigate the relation between the narrative techniques of the novel Beirut and the factors leading to the writing of the work. (shrink)

The fourth goal in Sustainable Development Goals (SDG) spells out Quality Education that demands teachers across all disciplines to teach effectively. The available literature suggests that teaching effectiveness starts from good planning, which should be evident in the documentation of lesson plans. However, when it comes to English teachers, their demanding roles that are attributed to the value-laden content, the grading of essays, the performance pressure of high-stake testing, and the requirement of culturally appropriate pedagogies (Loh & Liew, 2016)have caused (...) the practice of writing lesson plans to be challenged, causing the effectiveness of the teaching to be jeopardised. English teachers in international schools are not exempted from facing this problem, yet little studies have been done on the teachers in this context. To achieve the purpose, this research adopts a case study design using document analysis and semi-structured interview to collect the data. The data were analysed quantitatively using a lesson plan rubric by Student Teacher Assessment Instrument (STAI) and thematic analysis, respectively. The study unveils that the teachers had a moderate level of lesson plan, suggesting a need for further support in lesson planning. The findings of this study will be helpful for English. Teachers understand the importance of writing an effective lesson plan as it has a high possibility of enhancing teaching effectiveness. (shrink)

This paper attempts to deconstruct and undercut the so-called problem of evil from a multitude of perspective. It patches works of scholars from both Christian and Muslim traditions to give the response anyone needs. It also highlights the vagueness of atheism.

What follows is a preponderant article preceding a possible paper - which aims at offering novel solutions to the so-called Euthyphro dilemma. The way it tries to offer those is to patch both western and eastern philosophers and the outcome is devastating to the dilemma to say the least! I've introduced and phrased a new term called "Primacy of being", which helps understand Plato's mistake in copping out of the dilemma. As everyone else, I've stood on the shoulders of giants, (...) but have done my own contribution I believe. Let the reader decide! Not to mention I have consulted multiple top-end philosophers like Dr. Edward Moad before uploading. (shrink)

This article explores the various ethical and legal limitations faced by researchers studying extreme or ‘ shock’ pornographies, beginning with generic and disciplinary contexts, and focusing specifically upon the assumption that textual analysis unproblematically justifies certain pornographies, while legal contexts utilize a prohibitive gaze. Are our academic freedoms of speech endangered by legislations that restrict our access to non-mainstream images, forcing them further into taboo locales? If so, is the ideological normalization of sexuality inextricable from our research methodologies? Simultaneously, can (...) we justify researchers being allowed access to materials that are not deemed suitable for general consumption, which may further bolster normalized hierarchies of class-privilege and cultural capital? (shrink)

This study aimed to highlight the nature of the relationship between knowledge management and the strategic decision-making process, considering that strategic decisions are formulated and made based on a specific knowledge perspective. The study targeted the university management, deans of faculties, and college directors at Al-Azhar University - Gaza. The study followed a descriptive-analytical approach, and data was collected through a questionnaire designed to cover six dimensions related to knowledge management processes and an axis related to strategic decision-making. The data (...) was analyzed using various statistical methods. The study results showed a statistically significant positive relationship between the role of knowledge management processes and activating the strategic decision-making process at Al-Azhar University - Gaza. The study recommended that the university pay more attention to the processes of knowledge awareness and application as they serve as the link between existing knowledge and the creation of good knowledge. Furthermore, these processes are considered the essential means through which the university improves the effectiveness of strategic decisions and enhances its position. (shrink)

The study aimed to investigate the reality of spreading the culture of entrepreneurship at Al-Azhar University from the point of view of students of the Faculty of Engineering and Information Technology and diagnose the most important obstacles that limit its activation. The researchers used the descriptive approach (survey) to achieve the objectives of the study, and relied on the questionnaire as a tool for applied study. The study concluded that: The reality of spreading the culture of entrepreneurship at Al-Azhar University (...) from the point of view of the students participating in the study came with an average degree of approval, while the most important obstacles and possible proposals for activating it came with a high degree of approval, which indicates the existence of strengths of Al-Azhar University in spreading the culture of entrepreneurship among students. Deficiencies must be corrected through proposals. In light of the results of the study, it was possible to develop a number of recommendations that can contribute to activating the culture of entrepreneurship at Al-Azhar University. Including the establishment of a specialized center for entrepreneurship within the university, develop a declared strategic plan to spread and develop the culture of entrepreneurship, allocate a sufficient budget to sponsor and support entrepreneurial ideas and projects for students and provide specialized cadres and certified trainers in the field of entrepreneurship. (shrink)

A large proportion of the total global burden of disease is caused by emergency medical conditions. Emergency care research is essential to improving emergency medicine but this research can raise some distinctive ethical challenges, especially with regard to (1) standard of care and risk–benefit assessment; (2) blurring of the roles of clinician and researcher; (3) enrolment of populations with intersecting vulnerabilities; (4) fair participant selection; (5) quality of consent; and (6) community engagement. Despite the importance of research to improve emergency (...) care in low-income and middle-income countries (LMICs) and the widely acknowledged ethical challenges, very little has been written on the ethics of emergency care research in LMICs. This paper examines the ethical and regulatory challenges to conducting emergency care research with human participants in LMICs. We outline key challenges, present potential solutions or frameworks for addressing these challenges, and identify gaps. Despite the ethical and regulatory challenges, conducting high-quality, ethical emergency care research in LMICs is possible and it is essential for global health. (shrink)

Power transients faults on high voltage lines are prominently due to high frequency transients. These transients affect the predicted life and efficiency of equipment. The Fast Fourier Transform (FFT) is helpful in analysing the effect of high frequencies and Frequency Response Analysis (FRA) provide support in diagnosis and detection of deformation in a transformers. The major aim of this study is to analyse the incorporation of frequencies based on resonating core of a particular transformer. Using transfer function method an impedance (...) change in transformer has been observed when equipment is subjected to high voltage transients. The effect of change in impedance is that it degrade the life of a core with respect to time. In this paper, research that has been done already on Transformers of different ratings i.e. 100, 50 and 30 kVA are studied and then an experiment is performed on 50-kVA transformer. It was concluded that the core of a transformer having rating equal or less than 50 kVA practically shows single resonance behavior while above 50 kVA for instance 100-kVA transformer core resonates twice. In actual, result defines the core deviating frequency with respect to the rating of a transformer. (shrink)

This dissertation is an analysis of the development of dialectic and argumentation theory in post-classical Islamic intellectual history. The central concerns of the thesis are; treatises on the theoretical understanding of the concept of dialectic and argumentation theory, and how, in practice, the concept of dialectic, as expressed in the Greek classical tradition, was received and used by five communities in the Islamic intellectual camp. It shows how dialectic as an argumentative discourse diffused into five communities (theologicians, poets, grammarians, philosophers (...) and jurists) and how these local dialectics that the individual communities developed fused into a single system to form a general argumentation theory (adab al-bahth) applicable to all fields. I evaluate a treatise by Shams al-Din Samarqandi (d.702/1302), the founder of this general theory, and the treatises that were written after him as a result of his work. I concentrate specifically on work by Adud al-Din al-Iji (d.756/1355), Sayyid Sharif al-Jurjani (d.816/1413), Taşköprüzâde (d.968/1561), Saçaklızâde (d.1150/1737) and Gelenbevî (d.1205/1791) and analyze how each writer (from Samarqandi to Gelenbevî) altered the shape of argumentative discourse and how later intellectuals in the post-classical Islamic world responded to that discourse bequeathed by their predecessors. What is striking about the period that this dissertation investigates (from 1300-1800) is the persistence of what could be called the linguistic turn in argumentation theory. After a centuries-long run, the jadal-based dialectic of the classical period was displaced by a new argumentation theory, which was dominantly linguistic in character. This linguistic turn in argumentation dates from the final quarter of the fourteenth century in Iji's impressively prescient work on 'ilm al-wad'. This idea, which finally surfaced in the post-classical period, that argumentation is about definition and that, therefore, defining is the business of language—even perhaps, that language is the only available medium for understanding and being understood—affected the way that argumentation theory was processed throughout most of the period in question. The argumentative discourse that started with Ibn al-Rawandi in the third/ninth century left a permanent imprint on Islamic intellectual history, which was then full of concepts, terminology and objectives from this discourse up until the late nineteenth century. From this perspective, Islamic intellectual history can be read as the tension between two languages: the "language of dialectic" (jadal) and the "language of demonstration" (burhan), each of which refer not only to a significant feature of that history, but also to a feature that could dramatically alter the interpretation of that history. (shrink)

Bu araştırmanın ilk amacı, sınıf öğretmeni adaylarının tartışmaya yönelik özyeterlikleri, bilimin doğası inanışları ve eleştirel düşünmeleri arasında sınıf düzeyine göre anlamlı bir fark olup olmadığını incelemektir. İkinci amacı ise, sınıf öğretmeni adaylarının tartışmaya yönelik öz-yeterlikleri, bilimin doğası inanışları ve eleştirel düşünmeleri arasındaki ilişkilerin yapısal eşitlik modeli ile incelenmesidir. Araştırmanın modeli ilişkisel tarama çalışmasıdır. Araştırmanın örneklemini Aydın Adnan Menderes Üniversitesi, Dokuz Eylül Üniversitesi, Pamukkale Üniversitesi, Muğla Sıtkı Koçman Üniversitesi ve Afyon Kocatepe Üniversitesi Temel Eğitim Bölümü Sınıf Öğretmenliği programının birinci, ikinci, (...) üçüncü ve dördüncü sınıflarında öğrenim gören 858 öğretmen adayı oluşturmaktadır. Araştırmanın örneklemi seçilirken uygun örnekleme tekniği tercih edilmiştir. Veriler “Tartışmaya Yönelik Öz-yeterlik Ölçeği”, “Bilimin Doğası İnanışları Ölçeği” ve “Eleştirel Düşünme Standartları Ölçeği ile toplanmıştır. Verilerinin analizinde SPSS 18, LISREL 8.80 ve MPLUS 7 programlarından faydalanılmıştır. Tartışmaya Yönelik Öz-Yeterlik Ölçeği, Bilimin Doğası İnanışları Ölçeği ve Eleştirel Düşünme Standartları Ölçeği puanlarının anlamlı bir farklılık gösterip göstermediğini belirlemek için tek yönlü varyans analizi (ANOVA) kullanılmıştır. Argümantasyona dayalı öz-yeterliğin, bilimin doğasına yönelik inançları ve eleştirel düşünmeyi yordayıp yordamadığını belirlemek amacıyla kurulan model, yapısal eşitlik modeli ile test edilmiştir. (shrink)