جامعة فلسطين الأهلية

ملخص البحث A groundbreaking initiative is reshaping fire safety by fusing advanced machine learning with cutting-edge light sensors. This innovation swiftly detects fires, transmitting vital data for rapid emergency response, reducing damage, and enhancing safety. Its proactive approach, leveraging AI for real-time analysis and predictive risk assessment, enables preemptive measures, such as automated safety protocols. [...]

ملخص البحث This work proposes machine learning (ML) and deep learning (DL) algorithms. Applying SMOTE and class weighting techniques optimizes the process through grid search in combination with Bayesian optimization (Optuna). Accuracy levels improved significantly with the addition of more features and data-balancing techniques. After applying SMOTE to the CNN model, its accuracy increased from [...]

ملخص البحث Ensuring the digital preservation of files and data in an immutable environment is essential for maintaining security, integrity, and trust. The decentralized architecture, robust security, and reliability of blockchain position it as a leading solution for storage technologies requiring tamper-proof integrity. This work presents an enhanced version of a previously published framework, introducing [...]

ملخص البحث Background Despite the crucial role of palliative care (PC) in enhancing the quality of life for patients with life-threatening illnesses and their caregivers, access remains limited, particularly in resource-limited settings. Only 12% of terminally ill patients receive PC in these areas. In Palestine, where cancer is the third leading cause of death, PC [...]

حققت جامعة فلسطين الأهلية إنجازاً جديداً في تصنيف Times Higher Education Impact Rankings 2026، أحد أبرز التصنيفات العالمية المتخصصة في قياس مساهمة مؤسسات التعليم العالي في تحقيق أهداف التنمية المستدامة للأمم المتحدة (SDGs). وحصدت الجامعة المركز الثالث على مستوى فلسطين، وجاءت ضمن الفئة 401-600 عالمياً من بين 1,646  جامعة من 116 دولة وإقليماً حول العالم، لتؤكد بذلك مكانتها المتنامية بين الجامعات العالمية [...]