Browsing by Author "Rasheed, J."

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Application of Adaptive Back-Propagation Neural Networks for Parkinson's Disease Prediction

Rasheed, J.; Hameed, A.A.; Ajlouni, N.; Jamil, A.; Ozyavas, A.; Orman, Z. (Institute of Electrical and Electronics Engineers Inc., 2020)

Parkinson's disease (PD) is a common neurodegenerative disease that has affected millions of people worldwide and is more prevalent in older people. Early detection of this disease remains a challenging task. Recently, ...
Classification of Epileptic Seizures using Artificial Neural Network with Adaptive Momentum

Hameed, A.A.; Jamil, A.; Ajlouni, N.; Rasheed, J.; Ozyavas, A.; Orman, Z. (Institute of Electrical and Electronics Engineers Inc., 2020)

Epilepsy seizures are neurological diseases caused by brain disorders. Electroencephalogram (EEG) is a common clinical method to detect epilepsy seizure from EEG signals. Several automated techniques have been proposed for ...
Improving Stock Prediction Accuracy Using CNN and LSTM

Rasheed, J.; Jamil, A.; Ali, Hameed, A.; Ilyas, M.; Ozyavas, A.; Ajlouni, N. (Institute of Electrical and Electronics Engineers Inc., 2020)

Stock price modeling and prediction is a challenging task due to its non-stationary and dynamic nature of data. Developing an accurate stock prediction method can help investors in making profitable decisions by reducing ...