Support vector regression can predict numeric values effectively, and this article shows how to implement and train a kernel SVR model in C# using stochastic sub-gradient descent.

Abstract: Wheelset bearing is the most critical component in High-Speed Train (HST) and crucial for HST safe and efficient operation. As a wide applying method for bearing health monitoring, Support ...

Materials testing remains a cornerstone of engineering and manufacturing, ensuring that components and structures—from ...

Abstract: Accurate power transformer fault diagnosis is crucial for power system reliability, but traditional gas ratio rule- and expert experience-based methods suffer from strong subjectivity and ...

Data lakehouses offer a solid footing, but when agents access the data autonomously, enterprises need to consider security, ...

The Vector W8 was a mid-engine American supercar that outpunched the Ferrari F40 on paper — yet only 17 were ever built.

iRobot cofounder Colin Angle unveils Familiar, a pet-inspired emotionally aware home robot designed to learn your routines and support healthier habits.

This project is targeting people who want to learn internals of ml algorithms or implement them from scratch. The code is much easier to follow than the optimized libraries and easier to play with.

A new study developed a snore-source classification model that uses STFT spectrograms, pretrained CNN features, and an L2-regularized SVM to identify where snoring originates in the upper airway.

Antivirus software used to hunt for known malware, but now it’s predicting suspicious behavior before an attack fully lands.

Analyzing thousands of proteins from a single drop of blood is no longer science fiction. High-throughput proteomics has transformed biomarker discovery by enabling simultaneous profiling of thousands ...

Open-Source AI Tools while not widely publicized, are highly regarded within the developer community for their ability to simplify complex tasks ...