In the current worldwide health crisis produced by coronavirus disease (COVID-19), researchers and medical specialists began looking for new ways to tackle the epidemic. According to recent studies, Machine Learning (ML) has been effectively deployed in the health sector. Medical imaging sources (radiography and computed tomography) have aided in the development of artificial intelligence(AI) strategies to tackle the coronavirus outbreak. As a result, a classical machine learning approach for coronavirus detection from      Computerized Tomography (CT) images was developed. In this study, the convolutional neural network (CNN) model for feature extraction and support vector machine (SVM) for the classification of axial

Suicidal ideation is one of the most severe mental health issues faced by people all over the world. There are various risk factors involved that can lead to suicide. The most common & critical risk factors among them are depression, anxiety, social isolation and hopelessness. Early detection of these risk factors can help in preventing or reducing the number of suicides. Online social networking platforms like Twitter, Redditt and Facebook are becoming a new way for the people to express themselves freely without worrying about social stigma. This paper presents a methodology and experimentation using social media as a tool to analyse the suicidal ideation in a better way, thus helping in preventing the chances of being the victim o

Software-defined networking (SDN) presents novel security and privacy risks, including distributed denial-of-service (DDoS) attacks. In response to these threats, machine learning (ML) and deep learning (DL) have emerged as effective approaches for quickly identifying and mitigating anomalies. To this end, this research employs various classification methods, including support vector machines (SVMs), K-nearest neighbors (KNNs), decision trees (DTs), multiple layer perceptron (MLP), and convolutional neural networks (CNNs), and compares their performance. CNN exhibits the highest train accuracy at 97.808%, yet the lowest prediction accuracy at 90.08%. In contrast, SVM demonstrates the highest prediction accuracy of 95.5%. As such, an

Abstract:

This research aims to know the reflection of selection of employees strategy dimensions ( selection of employees strategy standards, procedures selection of employees strategy , efficiency based on a selection of employees strategy) on human capital (knowledge, skills, abilities) in a sample of Lecturers consists of (Deans and assistants and heads of departments) in ( Baghdad University) included nine colleges and university president as total sample size (54), which represent almost 50% of the total research community of 116, was used in the light of the objectives of the research descriptive and analytical approach, has been a resolution main tool for data collection as well as the interview p

The research seeks to find the relationship between psychological flow and futuristic thinking among postgraduate students. To this end, the researchers have made up two scales: one scale to measure the psychological flow which consisted of (32) items and the other to measure the futuristic thinking included (39) items which were distributed into three domains. As to collect the required data, the two scales had applied on a sample comprised (200) postgraduate students. The findings revealed that there is a correlation between psychological flow and futuristic thinking. The researcher recommended the coming studies take the relationship between psychological flow and psychological happiness.

Today, more than ever before, the business organizations’ initiatives should seek to design themselves and delivery them to the environment because of its change, and the increasing of uncertainties and the growing opportunities. What is required by the business organizations is that to adopt good approaches to stimulate the modern thinking and non traditional thinking and exploit the valued concepts and overcome the old thinking. Substantially, the scenario planning is the art of thinking about what is unexpected.

       Therefore the research’s problem is reflected to answer the following questions:

• What

تعـد مدرســة فرانكفــورت ابــرز مدرســة فلــسفية اجتماعيــة نقديــة معاصــره وجهــت نقــدا مركزيا وبناءً للـسلبيات الاجتماعيـة والفكريـة التـي عرفتهـا المجتمعـات الاوربيـة المعاصـرة بتوجيه انتقادات جذرية وعميقة للمفاهيم والقيم التي تأسست عليهـا هـذه المجتمعـات كـ )العقلانية ، الحرية ، التقدم العلمي والتقني )، اذ كان اغلب مفكريهـا يـسعون الـى هـدف واحد مشترك هو العمل على تغيير الواقـع ليـصبح اكثـر انـس

تعد الطوابع احدى وسائل الاتصال المهمة في المجتمع لما تتميز به من مستوى في القيمة الفنية والفكرية، فضلاً عن كونها وسيلة من وسائل الخطاب الاعلامي وذلك لتعدد وظائفها التي من ابرزها:التوثيق لمرحلة معينة وحدث ما.التداولية الرسمية للمراسلات المحلية والعالمية.الاعلانية كونها تعطي انطباعاً عن مراحل التطور والتقدم الاجتماعي والحضاري والسياسي للمجتمع.الدعائية لما تتضمنه من مفاهيم وأفكار وتوجهات سياسية واقتصادية

تعد الحسيدية فرعا من فروع التيار الديني الارثوذكسي، والتي ظهرت في القرن الثامن عشر في اوربا، وقد ساعد على ظهورها: سوء الحالة التي كان يعيشها اليهود آنذاك، وبمرور الزمن كبرت هذه الحركة، وكثر عدد المنتمين اليها حتى اصبح افرادها اليوم يعدون بمئات الالاف منتشرين في كثير من بلدان العالم ، ولهم تأثير كبير في عالم اليهود داخل اسرائيل وخارجها. وللحركة الحسدية اليوم مجموعات كثيرة ومتعددة ولكل واحدة منها زعيمها ومرشد

The research consisted of four chapters, the first of which wasa methodological framework. The problem of research was determined by a question drawn up by the researcher as follows: What are the intellectual contents of science fiction films ?. The main objective of the research was to uncover the intellectual contents of contemporary science fiction films. The most important research terms (content, thought, ideology, science fiction, contemporary) were defined as either the second chapter (the theoretical framework) The second topic was entitled "The Intellectual Contents of Contemporary Science Fiction Films", in which the films of the science fiction and its current intellectual contents were discussed. The third topic included the