BIOENGINEER

Kernel-Tuned Machine Learning Pushes Network Intrusion Detection Toward 99% Accuracy on Benchmark Data

A new study reports that Random Forest and Gaussian and Sigmoid kernel Support Vector Machines, combined with systematic ...
BIOENGINEER

Machine-learning model shows moderate accuracy for predicting specialist nurse transfer intentions

A model-development study using 471 specialist nurse samples achieved an AUC of 0.766 for distinguishing stated transfer ...

What this machine-learning model with 65% accuracy says is coming next for the 10-year Treasury

HSBC says it’s designed a machine-learning model to predict the direction of the most important financial instrument in global markets.
Phys.org

Machine learning method improves accuracy of inverse protein folding for drug design

An AI approach developed by researchers from the University of Sheffield and AstraZeneca, could make it easier to design proteins needed for new treatments. Inverse protein folding is a critical ...
News Medical

New machine learning model achieves breakthrough in heart disease prediction with over 95% accuracy

In a recent study published in Scientific Reports, researchers developed a machine learning-based heart disease prediction model (ML-HDPM) that uses various combinations of information and numerous ...
Nasdaq

NTT Researchers Advance AI and Machine Learning Accuracy, Security and Cost Effectiveness at ICML 2025

NTT Research and NTT R&D scientists presented 12 papers at ICML 2025, one of the world’s most prestigious conferences on AI and machine learning. Three papers co-authored by NTT Research Physics of AI ...
Nature

Machine learning articles from across Nature Portfolio

Researchers developed NiCLIP, an AI model that decodes cognitive tasks, concepts, and domains from brain activation patterns.

Label Design in Financial Machine Learning: Triple Barrier Method, Meta-Labeling, and Pitfalls of Prediction Accuracy

In quantitative trading research, a significant amount of time is spent on model architecture, feature engineering, and ...
techtarget

Clean data is the foundation of machine learning

Machine learning projects can succeed or fail based on a single, seemingly simple factor: data quality. Data scientists and engineers have recognized -- often through hard-won lessons -- that this ...

Using machine learning to build safer cities

In eThekwini, researchers have harnessed machine learning and satellite data to spot the city's most landslide-prone zones. A ...