11 citations · 29 across the 7 of their papers we have counts for
3 papers · 1 filter
Early Stage Diabetes Prediction via Extreme Learning Machine
Nelly Elsayed, Zag ElSayed, Murat Ozer
Diabetes is one of the chronic diseases that has been discovered for decades. However, several cases are diagnosed in their late stages. Every one in eleven of the world's adult po…
Intrusion Detection System in Smart Home Network Using Bidirectional LSTM and Convolutional Neural Networks Hybrid Model
Nelly Elsayed, Zaghloul Saad Zaghloul, Sylvia Worlali Azumah +1
Internet of Things (IoT) allowed smart homes to improve the quality and the comfort of our daily lives. However, these conveniences introduced several security concerns that increa…
Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification
Nelly Elsayed, Anthony S. Maida, Magdy Bayoumi
Hybrid LSTM-fully convolutional networks (LSTM-FCN) for time series classification have produced state-of-the-art classification results on univariate time series. We show that rep…