Analytics Insight

10 Must-Know Machine Learning Algorithms for Data Science in 2026

Machine learning algorithms help computers analyse large datasets and make accurate predictions automatically.Classic models like regression, dec ...

What makes a genus real? Scientists use tree bats to evaluate a testable '2 Sigma Genus Concept'

Dr. Amy Baird, Professor of Biology at the University of Houston-Downtown (UHD), and her colleagues are seeking to change the attitude of biologists toward the meaning of taxonomic categories above ...
IEEE

Fused IGAN-IDS System Leveraging Randomized Tree Classification for Extreme Performance Improvement

Abstract: Functionality data obtained from real-world data sets exhibit characteristics such as larger sample size and fewer invasive testing methods. Current intrusion detection systems (IDS) have a ...
IEEE

Genetic Algorithm Optimization of Attention-Enhanced Transfer Learning for Eggshell Color Classification

Abstract: In the poultry food industry, eggshell color is recognized as a crucial quality indicator that influences consumer preference and market value. Traditional classification methods, such as ...
Smithsonian Magazine

A New, Endemic Tree Species Discovered in an Indigenous Area is Already Threatened

Botanists from the Smithsonian Tropical Research Institute (STRI) named the new species, Clusia nanophylla, because of the tiny size of the leaves, the smallest within the genus. This species has only ...