The novel coronavirus disease is regarded as one of the most imminent disease outbreaks which threaten public health on various levels worldwide. Because of the unpredictable outbreak nature and the virus’s pandemic intensity, people are experiencing depression, anxiety, and other strain reactions. The response to prevent and control the new coronavirus pneumonia has reached a crucial point. Therefore, it is essential—for safety and prevention purposes—to promptly predict and forecast the virus outbreak in the course of this troublesome time to have (...) control over its mortality. Recently, deep learning models are playing essential roles in handling time-series data in different applications. This paper presents a comparative study of two deep learning methods to forecast the confirmed cases and death cases of COVID-19. Long short-term memory and gated recurrent unit have been applied on time-series data in three countries: Egypt, Saudi Arabia, and Kuwait, from 1/5/2020 to 6/12/2020. The results show that LSTM has achieved the best performance in confirmed cases in the three countries, and GRU has achieved the best performance in death cases in Egypt and Kuwait. (shrink)

Total quality; commerce; economics; religious aspects; Islam; Islamic ethics.

The matter of the soul has been one of the most important and central matters in the history of Islamic science and thought. For the soul constitutes one of the two elements that make up the human being, and the issue of the human being has undoubtedly been one of the most prominent matters in Islamic civilization and has been a major preoccupation for Islamic intellectuals. In this context, the Islamic basin of knowledge and thought has constructed two main definitions (...) of the soul, one based on the Qur’anic teachings and the other inspired by Ancient Greek philosophy. Theologians conceived of the soul as a “subtle body”. Philosophers, on the other hand, conceived it as an “abstract substance”. This dispute between kalām and philosophy over the soul has not only been confined to the physical realm, but has also extended to the eschatological dimension, leading to a polemic that has lasted for centuries. As with many issues in post-classical Islamic thought, the influence of philosophy on this issue has been seen to be greater than that of other traditions. In fact, in the aforementioned period and later on, works on the soul from a theological perspective could not bypass the philosophical perspective. Within this framework, the theological perspective criticized the philosophers because they disagreed with it and especially because one end of the issue extended to the eschatological axis, and found it important to refute their conceptions in this regard. One of the most prominent figures of the aforementioned period, i.e., post-classical Islamic science and thought, was Abū Muhammad Rukn al-Dīn Ubaydallāh b. Muhammad b. ‘Abd al-‘Abd al-‘Aziz al-Samarqandī (d. 701/1301), a member of the Māturīdī and Hanafī sects. Samarqandī wrote many works and treatises on kalām, Qur’anic sciences, tafsīr, fiqh, hadīth, and mysticism. Among the author’s works/risālas/treaties that have reached the present day, there is a work titled “Risālat al-rūḥ” on the humanitarian-nātik (speaking) rational human soul (al-rūh al-nātiq al-insānī). Comprising an introduction and ten chapters, al-Samarqandī used a theological and mystical style, drawing on the teachings of the Qur’ān on the one hand, and partly on rational arguments on the other. The work includes the subject of the soul and the essence of the human being in this context, the definition and essence of the soul, the comparison between the views of the Ahl al-Sunnah and the philosophers in this regard, and the criticisms against the philosophers, the issue of ma‘ād (the end) in eschatology, the thoughts of the Sufis on the soul, the perception of Allah through the saying “Whoever knows himself, knows his Lord”, which the author considered as a hadith, and similar issues. As a mutakallim and following the line of Ahl al-Sunnah, the main problem of al-Samarqandī’s treatise revolves around what should be understood when it comes to “human being”, the nature of the soul, the manner in which ma‘ād will be realized, and his criticisms of philosophers over these issues. Based on our research and studies, it has been observed that the aforementioned treatise has not yet been analyzed and published. Furthermore, two manuscript copies of the treatise in question were found as a result of our investigations. This study covers the critical edition and review of al-Samarqandī’s Risālat al-rūḥ. (shrink)

In this study, some postscripts (Ḥashiyah) written on Sharḥ al-Aqâid in the Ottoman Empire were examined and their sectarian identities were tried to be determined in the context of the Takwīn. Our aim is to determine the correctness of the opinion that the Ottoman Empire adopted the Ash’arism based on the reading of Ash’arian kalâm books in the Ottoman madrasahs. The book of al-Taftâzânî named Sharḥ al-Aqâid is an important kalâm book that was read together with its postscripts in the (...) time of the Ottoman Empire. This book, in which the views of Omar al-Nasafī in his book named Aqâid is evaluated from the perspective of Ash’ari, is one of the important examples of the commentary and postscript period. In this book, al-Taftâzânî explained both the views of al-Nasafī, who adopted the school of Mâturidism, and his own evaluations together. This structure of the book led to the writing of postscripts and to discuss the views of the two theological schools of Ahl al-Sunnah through this book. In this study, the postscripts written by the Ottoman period famous kalâm scholars such as Ahmad b. Mûsâ al-Khayâlî (875/1470), Muṣliḥ al-dîn Moṣtafâ al-Kastalî (901/1496) and Ramaḍân b. Moḥammad (1017/1608) on the views of al-Taftâzânî were examined. In order to understand the views of al-Khayâlî, the postscripts of Ḳûl (or Ḳavl) Aḥmad b. Ḫıżır al-Kâzarûnî (950/1543) and Abd al-Ḥakîm al-Siyâlkûtî (1067/1657) are also included. (shrink)

Twitter integrates with streaming data technologies and machine learning to add new value to healthcare. This paper presented a real-time system to predict breast cancer based on streaming patient’s health data from Twitter. The proposed system consists of two major components: developing an offline building model and an online prediction pipeline. For the first component, we made a correlation between the features to determine the correlation between features and reduce the number of features from the Breast Cancer Wisconsin Diagnostic dataset. (...) Two feature selection algorithms are recursive feature elimination and univariate feature selection algorithms which are applied to features after correlation to select the essential features. Four decision trees, logistic regression, support vector machine, and random forest classifier have been used on features after correlation and feature selection. Also, hyperparameter tuning and cross-validation have been applied with machine learning to optimize models and enhance accuracy. Apache Spark, Apache Kafka, and Twitter Streaming API are used to develop the second component. The best model with the highest accuracy obtained from the first component predicts breast cancer in real time from tweets’ streaming. The results showed that the best model is the random forest classifier which achieved the best accuracy. (shrink)

Qurʼan; hermeneutics; criticism, textual; criticism, interpretation, etc.

1. Les philosophes théologiens.--2. Les philosophes purs.

Islamic thought; Islamic philosophy; history; analytical study.

Essai sur les traités philosophiques de Cicéron et leurs sources grecques.--La polémique de la nouvelle académie contre le stoīcisme.--Miskaweih, sa philosophie morale et ses sources.

صدر عن المركز العربي للأبحاث ودراسة السياسات كتاب "الشرعية الديمقراطية: من التعاقد إلى التواصل، هبرماس في مواجهة رولز"، ويسلط فيه مؤلفه، عبد العزيز ركح، الضوء على أنموذجين من الإتيقا العمومية، هما النظرية الليبرالية التعاقدية كما تجسدت حصرًا في أعمال جون رولز، والنظرية التداولية القائمة على أسس فلسفة التواصل وإتيقا الحوار كما يعرضها يورغن هبرماس، والمقترحان مشروعَا شرعنة سياسية للمسار الديمقراطي، مركزًا على إبراز أوجه اختلافهما وتشابههما، مفترضًا أن الخلاف الظاهر بينهما يُخفي في العمق تداخلًا وتشابهًا كبيرين؛ إذ يمكن القول إنهما (...) أنموذج واحد صيغ بطريقتين مختلفتين، نتيجة تباين البيئتين اللتين وُضِعا فيهما، واختلاف مرجعياتهما التاريخية والثقافية. (shrink)

It would not be an overstatement to say that Mulla Sadra’s metaphysical system—commonly known as transcendent philosophy or transcendent wisdom (hikmat muta‘aliyyah)—is founded on the fundamentality of existence and the subjectivity of quiddity or whatness. I will begin this essay by drawing a rather simple picture of this principle under the title “A Common Error.” Then I will proceed by explaining its background and the reasoning supporting it, while offering a more detailed elucidation of the problem. The essay will end (...) by examining two recent interpretations that have gone to extremes in describing quiddity’s subjective nature. (shrink)