How AI decides what your content means and why it gets you wrong

AI systems label and score content before ranking. Annotation determines how you’re understood — and whether you compete at all.

egnite, Inc. Receives U.S. Patent for NLP-Based Algorithm That Classifies Mitral Regurgitation Mechanism from Echocardiographic Reports

egnite, Inc. Receives U.S. Patent for NLP-Based Algorithm That Classifies Mitral Regurgitation Mechanism from Echocardiographic Reports Patent recognizes egnite's novel approach to identifying ...
IEEE

Sample Denoising and Optimization Technique Based on Noise Filtering and Evolutionary Algorithms for Imbalanced Data Classification

Abstract: Imbalanced data remains a challenge in classification research and significantly influences classifier performance. The strategy that is widely used to address this issue is the data-level ...
IEEE

An Improved Text Categorization Algorithm Based on VSM

Abstract: With the advent of the information age, various kinds of information have been spread on the Internet. The amount of junk information affects people's lives seriously. In order to filter the ...