Alex Shenfield

Automated detection of atrial fibrillation using long short-term memory network with RR interval signals

Oliver Faust, Alex Shenfield, Murtadha Kareem et al. · Computers in Biology and Medicine · 2018 · 293 citations

Rr Interval Signals, Electrophysiological Evaluation, Biosignal Processing +8

Intelligent intrusion detection systems using artificial neural networks

Alex Shenfield, David J. Day, Aladdin Ayesh · ICT Express · 2018 · 246 citations · Full text

Internet Traffic Analysis, Engineering, Machine Learning +18

A Novel Deep Learning Model for the Detection and Identification of Rolling Element-Bearing Faults

Alex Shenfield, M. Howarth · Sensors · 2020 · 170 citations · Full text

Fault Diagnosis, Convolutional Neural Network, Rolling Element-bearing Faults +18

Accurate detection of sleep apnea with long short-term memory network based on RR interval signals

Oliver Faust, Ragab Barika, Alex Shenfield et al. · Knowledge-Based Systems · 2020 · 83 citations

Rr Interval Signals, Sleep, Accurate Detection +7

Voltage Sag Estimation in Sparsely Monitored Power Systems Based on Deep Learning and System Area Mapping

Huilian Liao, Jovica V. Milanović, Marcos Rodrigues et al. · IEEE Transactions on Power Delivery · 2018 · 70 citations · Full text

Electrical Engineering, Power Network, Power Engineering +14