Data’s Hidden Shapes Revealed With New Geometry-Based Analysis Technique
Researchers are increasingly focused on dimensionality reduction techniques that accurately represent data residing on complex, nonlinear manifolds. Alaa El Ichi...
Technique
Network-based intrusion detection using deep learning technique
The dataset considered for the current research is UNSW-NB155, which has 175,341 records and is also imbalanced with a higher...
An efficient bearing fault detection strategy based on a hybrid machine learning technique
Time–frequency image representations are then classified using features acquired from seven different famous convolutional neural network models. Initial attempts to...
New radiotherapy technique aims to protect the heart during lung cancer treatment
A new study presented at ESTRO 2025 introduces the RAPID-RT study, which uses an innovative rapid-learning approach to evaluate the...
A feature explainability-based deep learning technique for diabetic foot ulcer identification
This study employs a model that has been previously trained to extract visual data from diabetic foot photos and uses...
Machine learning technique can transform hospital care for long-COVID patients
Across the United States, no hospital is the same. Equipment, staffing, technical capabilities, and patient populations can all differ. So,...
