Industrial Engineering | Process Control Deep-Learning-Based Model Predictive Control of an Industrial-Scale Multistate Counter-Flow Paddy Drying Process. January 11, 2024
Bioinformatics | Genomics Deep learning and support vector machines for transcription start site identification. June 22, 2023
Data Science | Infectious Diseases | Public Health Long Short-term Memory-Based Prediction of the Spread of Influenza-Like Illness Leveraging Surveillance, Weather, and Twitter Data: Model Development and Validation. February 6, 2023
Industrial Equipment Maintenance | Internet of Things (IoT) | Machine Learning Light-Weighted Deep Learning Model to Detect Fault in IoT-Based Industrial Equipment. July 11, 2022
Power System Planning | Power Trading Combination of Manifold Learning and Deep Learning Algorithms for Mid-Term Electrical Load Forecasting. September 3, 2021
Neurology | Ophthalmology Deep Neural Network Driven Speech Classification for Relevance Detection in Automatic Medical Documentation. May 27, 2021
Geriatrics | Neurology Deep Learning for Fall Risk Assessment with Inertial Sensors: Utilizing Domain Knowledge in Spatio-Temporal Gait Parameters. December 13, 2019
Pulmonology | Sleep Medicine Automated Sleep Apnea Detection in Raw Respiratory Signals using Long Short-Term Memory Neural Networks. December 18, 2018
Bioinformatics | Biology An introduction to deep learning on biological sequence data: examples and solutions. December 2, 2018
Infectious Disease | Intensive Care | Machine Learning Early Prediction of Sepsis in EMR Records Using Traditional ML Techniques and Deep Learning LSTM Networks. November 16, 2018
Computer Science | Transportation Engineering Spatiotemporal Recurrent Convolutional Networks for Traffic Prediction in Transportation Networks. November 13, 2018