Abstract: In the last decade, with the increase in cyberattacks the privacy of network traffic has become a critical issue. Currently, simple network intrusion detection techniques are inefficient in ...

Abstract: Random Forests are renowned for their good performance on tabular data and are widely used in many real-life tasks. However, the ensemble mechanism sacrifices interpretability for higher ...

In this video, Thanh shares his journey of two years living deep in the forests of northern Vietnam. Experience the challenges and rewards of a simple rural lifestyle, from harvesting giant custard ...

This project implements a Federated Random Forest (FRF) using the federated learning library Flower and the sklearn random forest classifier. It is demonstrated through three clients as an example.

ABSTRACT: The Efficient Market Hypothesis postulates that stock prices are unpredictable and complex, so they are challenging to forecast. However, this study demonstrates that it is possible to ...

In this video, we build a peaceful tree hut deep in the forest using only basic tools and natural materials. This cozy retreat offers a quiet space to relax, connect with nature, and enjoy simple ...

Brighton boss Fabian Hurzeler admits he sees Nottingham Forest as an example to follow. Brighton meet third-place Forest in today's early kickoff. “We can be there but the truth is we are not there,” ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the random forest regression technique (and a variant called bagging regression), where the goal is to ...

President Biden said former President Carter, who died Sunday, “lived a life measured not by words but by deeds.” In a Sunday night speech from the U.S. Virgin Islands, Biden added that Carter was “a ...

ABSTRACT: Over the past ten years, there has been an increase in cardiovascular disease, one of the most dangerous types of disease. However, cardiovascular detection is a technique that analyzes data ...