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.

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)

In this article, we discuss the current trend of authoritarianism in the Islamic world, especially as embodied in the institution of taqlîd, whereby a lay person blindly follows a religious scholar. We will compare this to the mystical tradition of Ibn ‘Arabî as well as the early esoteric Shî’ite tradition, where a much more “rebellious” type of Islam was offered and provided purviews of pluralism and universalism that challenge authoritarian closures of interpretation in relationship with God. By way of further (...) comparison, we will also attend to the writings of some liberal and pluralistic thinkers in the Muslim world. Maintaining cheerfulness in the midst of a gloomy task, fraught with immeasurable responsibility, is no small feat; and yet what is needed more than cheerfulness?-Nietzsche Twilight of the Idols. (shrink)

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.

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

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

Glosses on a work by Gelenbevî on logic.

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)

Islamic thought; Islamic philosophy; history; analytical study.