Not-so-model behavior: Popular software tools may give faulty forecasts

Some of the models used to forecast everything from financial trends to animal populations in an ecosystem are incorrect, ...
IEEE

Detection of Economic Crises With Language Models and Comparative Analysis of Simple Time Series Analysis Models and Machine Learning Algorithms on the Stock Market

Abstract: This study investigates the use of natural language processing language representation models as an early warning system for economic crises, and compares the performance of time series ...
IEEE

Joint Optimization of Recurrence Plot Encoding and CNN Model Based on Heuristic Algorithms

Abstract: Peripheral waveform analysis (PWA), which is generally used to reveal hidden health status information from peripheral pulse signals, typically involves three procedures: signal ...
Healio

Machine model may predict MS recurrence risk after DMT discontinuation

Please provide your email address to receive an email when new articles are posted on . The model predicted a 12.6% average risk for recurrent disease activity among DMT discontinuers. The model’s AUC ...
Medical Xpress

AI model combines clinical and magnetic resonance data to improve prediction of breast cancer recurrence

Breast cancer is the most commonly diagnosed form of cancer in the world among women, with more than 2.3 million cases a year, and continues to be one of the main causes of cancer-related mortality.
Wildfire Today

California’s new Wildfire Catastrophe Model will challenge insurance companies’ ‘secretive algorithms’

Sisters Emilee and Natalee De Santiago sit together on the front porch of what remains of their home on January 19, 2025, in Altadena, California. Brandon Bell / Getty Images California Gov. Gavin ...