The current research aims to reveal the strength of education and the direction of the relationship between the formal thinking and learning methods of Kindergarten department students. To achieve this objective, the researcher developed a scale of formal thinking according to the theory of (Inhelder & Piaget 1958) consisting of (25) items in the form of declarative phrases derived from the analysis of formal thinking skills based on a professional situation that students are expected to interact with in a professional way. The research sample consisted of (100) female students selected randomly who were divided into four groups based on the academic stages, the results revealed that The level of formal thinking of the main sample is moderate. The sample was distributed among learning methods in different percentages and in the following descending order (convergent 30%, adaptive 27%, divergent 24%, absorptive 19%). There is a significant difference in terms of the academic levels in favor of the fourth stage. There is a weak negative correlation between the two variables. The research came out with a set of recommendations, including holding training workshops for teachers about the importance and detecting students’ preferred learning methods
Clinical keratoconus (KCN) detection is a challenging and time-consuming task. In the diagnosis process, ophthalmologists must revise demographic and clinical ophthalmic examinations. The latter include slit-lamb, corneal topographic maps, and Pentacam indices (PI). We propose an Ensemble of Deep Transfer Learning (EDTL) based on corneal topographic maps. We consider four pretrained networks, SqueezeNet (SqN), AlexNet (AN), ShuffleNet (SfN), and MobileNet-v2 (MN), and fine-tune them on a dataset of KCN and normal cases, each including four topographic maps. We also consider a PI classifier. Then, our EDTL method combines the output probabilities of each of the five classifiers to obtain a decision b
The rise of Industry 4.0 and smart manufacturing has highlighted the importance of utilizing intelligent manufacturing techniques, tools, and methods, including predictive maintenance. This feature allows for the early identification of potential issues with machinery, preventing them from reaching critical stages. This paper proposes an intelligent predictive maintenance system for industrial equipment monitoring. The system integrates Industrial IoT, MQTT messaging and machine learning algorithms. Vibration, current and temperature sensors collect real-time data from electrical motors which is analyzed using five ML models to detect anomalies and predict failures, enabling proactive maintenance. The MQTT protocol is used for efficient com
... Show MoreCryptocurrency became an important participant on the financial market as it attracts large investments and interests. With this vibrant setting, the proposed cryptocurrency price prediction tool stands as a pivotal element providing direction to both enthusiasts and investors in a market that presents itself grounded on numerous complexities of digital currency. Employing feature selection enchantment and dynamic trio of ARIMA, LSTM, Linear Regression techniques the tool creates a mosaic for users to analyze data using artificial intelligence towards forecasts in real-time crypto universe. While users navigate the algorithmic labyrinth, they are offered a vast and glittering selection of high-quality cryptocurrencies to select. The
... Show MoreThe goal of the research is to identify prevailing values in Kurdish children’s stories, and statistically significant differences between groups. In the theoretical framework, the definitions of values are reviewed. Furthermore, a range of previous studies were offered, with the most important findings.
To achieve the goals of this research, an amount of 14 Kurdish children’s must be analyzed. The selected Kurdish children’s stories must be translated to Arabic conform the classification ’White’. After confirming the stability of this tool, the researcher reached the following results:
The cognitive and physical values received the highest ratios, while the moral, practical, patriotic and nationalistic values
... Show Moreلقد عرفت بلادنا ظاهرة ( اطفال الشوارع ) والتي تشمل عمالة الاطفال والمتشردين والمتسولين ، فتحولت من مشكلة على نطاق نسبي الى ظاهرة واسعة جداً تتضمن المخاطر المصاحبة لها ، إذ إنها ظاهرة منتشرة جداً في جميع المدن العراقية تصف في كثرة انتشارها في المناطق المليئة بالسكان .
إن ظاهرة عمالة الاطفال والتي ينصب عليها إهتمامنا في هذا البحث تشير الى نشاطات تقع خارج نطاق قوانين العمل وشروطه الاجتماعية ،
... Show MoreThe Arabic medicine books have emphasized that the Arabic Pediatricians in their scientific career ,who searched in Various aspects concerns with pediatric , as well as that some medical results and phenomena emphasized some data related to this subject . Which operates at the present time attention and concern towards human and in public and towards Pediatricians in special.
This research contained from an introduction that interpreted the Arabic medical heritage in progressing medicines in Europe then it mentioned the prominence Arabic pediatricians . the researcher depended on references and sources which will the reader had found through research.
The scholars of Iraq in the modern and contemporary era have been interested in the definition of tremendous knowledge treasures left by the successive Iraqi civilizations on Mesopotamia and around the cities, through the census and extrapolation of manuscript heritage and even printed, they compiled indexes,evidence