IEEE

An Improved Lempel–Ziv Complexity for Bearing Fault Diagnosis Based on the Time–Frequency Encoding Method

Abstract: Lempel-Ziv complexity (LZC) is extensively utilized in the identification of bearing faults. The present enhancement in LZC encoding relies on time-domain information. When the magnitude of ...
Nature

A ‘time capsule’ for cells stores the secret experiences of their past

Researchers have engineered a time capsule for cells, capable of collecting and storing mementos of past activity. The engineered cellular storage units, called TimeVaults, could help to unlock ...
Wall Street Journal

Trump Praises Microsoft’s Pledge to Lower AI-Linked Electricity Costs

WASHINGTON—Microsoft MSFT-0.58%decrease; red down pointing triangle promised to pay higher utility bills for all of its U.S. data centers powering artificial-intelligence models, a pledge that drew ...
IEEE

Optimized Time Series Feature Selection for Manufacturing AI: Reducing Complexity and Improving Classification Accuracy

Abstract: Although AI enhances productivity and quality in manufacturing, real-time validation remains difficult due to the complexity and high-dimensionality of time series data under strict ...