This study proposes a hybrid predictive maintenance framework that integrates the Kolmogorov-Arnold Network (KAN) with Short-Time Fourier Transform (STFT) for intelligent fault diagnosis in industrial rotating machinery. The method is designed to address challenges posed by non-linear and non-stationary vibration signals under varying operational conditions. Experimental validation using the FALEX multispecimen test bench demonstrated a high classification accuracy of 97.5%, outperforming traditional models such as SVM, Random Forest, and XGBoost. The approach maintained robust performance across dynamic load scenarios and noisy environments, with precision and recall exceeding 95%. Key contributions include a hardware-accelerated K

This study aims at identifying the problems facing the students teachers in the department of Science Computer in the College of Education for Women in Baghdad University during their application in the Schools and their attitudes Towards teaching before and after the application the sample Consists of the Fourth year Students Who did teach in Baghdad (75 Students) The data have been dealt with statistically by using chi – Square, the relative percentage Weight, Person's Correlation Coefficient and the t – test.
After analyzing the results, it has been Shown that the Following are the most important problems :-
1. limitedness of the period of application.
2. Insufficiency of the hours specified for the Computer.
3. Insuff

From the above we conclude that the Peronist represents one of the distinguished scientists who had a prominent role in supplying the Arab and Islamic Heritage Library scientific achievements that have had their impact on the Arab-Islamic civilization at a high level of knowledge has given us

In recent decades, the world has faced some rapid technical developments, affected on many fields of life, which had the best chance in the information and communication technology, such that it created an entirely new situation, summed up the life and development of business enterprises. This is while these developments have changed a lot the reputation of management institutions and civil society organizations in return. In addition, they have linked the citizen and those institutions in their different specialties within a distinct electronic format called e-management in the contemporary literature.

    This study attempted to highlight the importance of investment in building e-management by linking citiz

Individuals resort to insurance against certain risks, in order to ward off the danger in the event of their occurrence and therefore a sense of security, so they are shifting the burden of risk that they may be subjected in their persons or their property to others by contracting with an insurance company to perform this service. To achieve this it is necessary to pay the premiums and certain amounts to the insurance company, and you are investing for their development to the ability to pay them compensation for the insured in the event of a hazard insured against. Therefore, subject to the insurance business to the supervision and control of the state, albeit to varying degrees from country to country, so as to ensure the achievement o

تعد حوكمة الشركات Governance  من المواضيع التي تهم العديد من الباحثين والمنظمات المهنية والدولية في فروع عديدة من المعرفة ، حيث يتضمن مفهوم حوكمة الشركات الاطار الذي يتم من خلاله وضع أهداف الشركات والمتمثله في حماية مصالح حملة الاسهم والاخرين من أصحاب المصلحه ، وتعظيم أداء الشركات وتقليل المخاطر وتحسين فرص الوصول الى أسواق رأس المال.  وان احد اسباب ظهور حوكمة الشركات هو وجود عدد من الاختلالات الهيكلية في ا