Suchergebnisse - "Shams, Mahmoud Y."

Optimizing classification of diseases through language model analysis of symptoms von Hassan, Esraa, Abd El-Hafeez, Tarek, Shams, Mahmoud Y.

“… This paper investigated the use of language models and deep learning techniques for automating disease prediction from symptoms. Specifically, we explored the …”
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Harnessing machine learning to find synergistic combinations for FDA-approved cancer drugs von Abd El-Hafeez, Tarek, Shams, Mahmoud Y., Elshaier, Yaseen A. M. M., Farghaly, Heba Mamdouh, Hassanien, Aboul Ella

“… Combination therapy is a fundamental strategy in cancer chemotherapy. It involves administering two or more anti-cancer agents to increase efficacy and …”
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A novel RFE-GRU model for diabetes classification using PIMA Indian dataset von Shams, Mahmoud Y., Tarek, Zahraa, Elshewey, Ahmed M.

“… Diabetes is a long-term condition characterized by elevated blood sugar levels. It can lead to a variety of complex disorders such as stroke, renal failure, …”
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Semantic segmentation of microbial alterations based on SegFormer von Elmessery, Wael M., Maklakov, Danil V., El-Messery, Tamer M., Baranenko, Denis A., Gutiérrez, Joaquín, Shams, Mahmoud Y., El-Hafeez, Tarek Abd, Elsayed, Salah, Alhag, Sadeq K., Moghanm, Farahat S., Mulyukin, Maksim A., Petrova, Yuliya Yu, Elwakeel, Abdallah E.

“… Precise semantic segmentation of microbial alterations is paramount for their evaluation and treatment. This study focuses on harnessing the SegFormer …”
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A novel model for expanding horizons in sign Language recognition von Hassan, Esraa, Shams, Mahmoud Y., Abd El-Hafeez, Tarek, Elseddik, Marwa

“… The American Sign Language Recognition Dataset is a pivotal resource for research in visual-gestural languages for American Sign Language and Sign-Language …”
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Bayesian Optimization with Support Vector Machine Model for Parkinson Disease Classification von Elshewey, Ahmed M., Shams, Mahmoud Y., El-Rashidy, Nora, Elhady, Abdelghafar M., Shohieb, Samaa M., Tarek, Zahraa

“… Parkinson’s disease (PD) has become widespread these days all over the world. PD affects the nervous system of the human and also affects a lot of human body …”
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Sustainable deep vision systems for date fruit quality assessment using attention-enhanced deep learning models von Hassan, Esraa, Ghazalah, Sarah Abu, El-Rashidy, Nora, El-Hafeez, Tarek Abd, Shams, Mahmoud Y.

“… Accurate and automated fruit classification plays a vital role in modern agriculture but remains challenging due to the wide variability in fruit appearances …”
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Innovative Feature Selection Method Based on Hybrid Sine Cosine and Dipper Throated Optimization Algorithms von Abdelhamid, Abdelaziz A., El-Kenawy, El-Sayed M., Ibrahim, Abdelhameed, Eid, Marwa Metwally, Khafaga, Doaa Sami, Alhussan, Amel Ali, Mirjalili, Seyedali, Khodadadi, Nima, Lim, Wei Hong, Shams, Mahmoud Y.

“… Introduction: In pattern recognition and data mining, feature selection is one of the most crucial tasks. To increase the efficacy of classification …”
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An optimized capsule neural networks for tomato leaf disease classification von Abouelmagd, Lobna M., Shams, Mahmoud Y., Marie, Hanaa Salem, Hassanien, Aboul Ella

“… Plant diseases have a significant impact on leaves, with each disease exhibiting specific spots characterized by unique colors and locations. Therefore, it is …”
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Optimizing poultry audio signal classification with deep learning and burn layer fusion von Hassan, Esraa, Elbedwehy, Samar, Shams, Mahmoud Y., Abd El-Hafeez, Tarek, El-Rashidy, Nora

“… This study introduces a novel deep learning-based approach for classifying poultry audio signals, incorporating a custom Burn Layer to enhance model …”
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Deep regression analysis for enhanced thermal control in photovoltaic energy systems von Elmessery, Wael M., Habib, Abadeer, Shams, Mahmoud Y., Abd El-Hafeez, Tarek, El-Messery, Tamer M., Elsayed, Salah, Fodah, Ahmed E. M., Abdelwahab, Taha A. M., Ali, Khaled A. M., Osman, Yasser K. O. T., Abdelshafie, Mohamed F., El-wahhab, Gomaa G. Abd, Elwakeel, Abdallah E.

“… Efficient cooling systems are critical for maximizing the electrical efficiency of Photovoltaic (PV) solar panels. However, conventional temperature probes …”
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Lightweight deep deterministic policy gradient for edge computing in recirculating aquaculture systems: real-time feeding control with reduced computational requirements von Elmessery, Wael M., Shams, Mahmoud Y., El-Hafeez, Tarek Abd, Szűcs, Péter, Eid, Mohamed Hamdy, Alhumedi, M., Ahmed, Atef Fathy, Elwakeel, Abdallah Elshawadfy

“… The deployment of advanced reinforcement learning algorithms in edge computing environments presents significant challenges for real-time aquaculture …”
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Soil Erosion Status Prediction Using a Novel Random Forest Model Optimized by Random Search Method von Tarek, Zahraa, Elshewey, Ahmed M., Shohieb, Samaa M., Elhady, Abdelghafar M., El-Attar, Noha E., Elseuofi, Sherif, Shams, Mahmoud Y.

“… Soil erosion, the degradation of the earth’s surface through the removal of soil particles, occurs in three phases: dislocation, transport, and deposition …”
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DenseNet Model with Attention Mechanisms for Robust Date Fruit Image Classification von Hassan, Esraa, Ghazalah, Sarah Abu, El-Rashidy, Nora, El-Hafeez, Tarek Abd, Shams, Mahmoud Y.

“… Dates in Saudi Arabia hold immense cultural, economic, and nutritional importance, being a staple food and a symbol of heritage. Saudi Arabia produces …”
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Predicting Gross Domestic Product (GDP) using a PC-LSTM-RNN model in urban profiling areas von Shams, Mahmoud Y., Tarek, Zahraa, El-kenawy, El-Sayed M., Eid, Marwa M., Elshewey, Ahmed M.

“… Gross Domestic Product (GDP) is significant for measuring the strength of national and global economies in urban profiling areas. GDP is significant because it …”
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Optimizing HCV Disease Prediction in Egypt: The hyOPTGB Framework von Elshewey, Ahmed M., Shams, Mahmoud Y., Tawfeek, Sayed M., Alharbi, Amal H., Ibrahim, Abdelhameed, Abdelhamid, Abdelaziz A., Eid, Marwa M., Khodadadi, Nima, Abualigah, Laith, Khafaga, Doaa Sami, Tarek, Zahraa

“… The paper focuses on the hepatitis C virus (HCV) infection in Egypt, which has one of the highest rates of HCV in the world. The high prevalence is linked to …”
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Fine-Tuning Fuzzy KNN Classifier Based on Uncertainty Membership for the Medical Diagnosis of Diabetes von Salem, Hanaa, Shams, Mahmoud Y., Elzeki, Omar M., Abd Elfattah, Mohamed, F. Al-Amri, Jehad, Elnazer, Shaima

“… Diabetes, a metabolic disease in which the blood glucose level rises over time, is one of the most common chronic diseases at present. It is critical to …”
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A Management System for Servicing Multi-Organizations on Community Cloud Model in Secure Cloud Environment von Dubey, Kalka, Shams, Mahmoud Y., Sharma, S. C., Alarifi, Abdulaziz, Amoon, Mohammed, Nasr, Aida A.

“… The emergence of cloud computing has been growing rapidly in the last decades especially for workflow scheduling. Organizations with the same requirements and …”
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An Optimized Model Based on Deep Learning and Gated Recurrent Unit for COVID-19 Death Prediction von Tarek, Zahraa, Shams, Mahmoud Y., Towfek, S. K., Alkahtani, Hend K., Ibrahim, Abdelhameed, Abdelhamid, Abdelaziz A., Eid, Marwa M., Khodadadi, Nima, Abualigah, Laith, Khafaga, Doaa Sami, Elshewey, Ahmed M.

“… The COVID-19 epidemic poses a worldwide threat that transcends provincial, philosophical, spiritual, radical, social, and educational borders. By using a …”
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The effect of choosing optimizer algorithms to improve computer vision tasks: a comparative study von Hassan, Esraa, Shams, Mahmoud Y., Hikal, Noha A., Elmougy, Samir

“… Optimization algorithms are used to improve model accuracy. The optimization process undergoes multiple cycles until convergence. A variety of optimization …”
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