Abstract: Many local outlier detection algorithms have been proposed inspired by the idea of local outlier factor (LOF). However, they often have low detection performance and are sensitive to ...

Linux 6.19 just came out, and Torvalds has confirmed that 7.0 will be next "Almost running out of fingers and toes again," in reference to ending at x.19 The latest major release (and first of 2026) ...

Five areas where Linux gives you more power, privacy, and simplicity that Windows 11 can't match. When you purchase through links on our site, we may earn an affiliate commission. Here’s how it works.

The takeaway: As numerous controversies and Microsoft's relentless push for generative AI damage Windows 11's reputation, Linux continues to make strides in performance and compatibility. Handheld PCs ...

A lightweight Linux distribution can revive old hardware. Puppy Linux and Linux Lite achieve this in very different ways. Both of these distributions can be used for free. Do you have an old computer ...

Windows 10 is on its last legs: The predecessor to Windows 11 has already reached its official end of support in October 2025, and will continue to limp along with free Extended Security Updates (ESU) ...

Running Linux from a USB drive is possible. You can boot just about any distribution you want from USB. There are some things you should consider before going this route. I've used Linux in just about ...

Certifications from Red Hat, Oracle and SUSE are tailored to environments where those Linux distributions are prevalent. Vendor-neutral certifications emphasize core Linux principles applicable across ...

The annual assertion by open-source developers that the year of the Linux desktop is here may finally be more than a mere catchphrase. According to the web traffic analysis website StatCounter, Linux ...

Very few VPNs have native Linux support and even fewer have a GUI, which makes the search a little harder. This guide highlights the best VPNs for Linux, including those with a user interface. Linux ...