Hassan Ismail Fawaz

Publications by Year

Research Areas

Anomaly Detection Techniques and Applications, Time Series Analysis and Forecasting, Music and Audio Processing, Stock Market Forecasting Methods, Surgical Simulation and Training

Most-Cited Works

• → Deep learning for time series classification: a review(2019)3,101 cited
• → Transfer learning for time series classification(2018)264 cited
• → Adversarial Attacks on Deep Neural Networks for Time Series Classification(2019)135 cited
• → Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks(2018)120 cited
• Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks(2019)
• → Deep Neural Network Ensembles for Time Series Classification(2019)93 cited
• → Data augmentation using synthetic data for time series classification\n with deep residual networks(2018)80 cited
• → Knowledge-driven Biometric Authentication in Virtual Reality(2020)77 cited
• → Surgical motion analysis using discriminative interpretable patterns(2018)62 cited