Why It’s Crucial We Understand How A.I. ‘Thinks’

For us to trust it on certain subjects, researchers in the growing field of interpretability might need to learn how to open ...
Chromatography Online

AI/ML in Practice: Enhanced Identification Probability for Non-Targeted Workflows

What was the rationale behind applying machine learning (ML) models to improve identification probability in the absence of ...
Opinion

How do different data preprocessing techniques affect performance of machine learning models on prediction tasks?

Artificial intelligence (AI) and machine learning (ML) systems have become central to modern data-driven decision-making. They are now widely applied in fields as diverse as healthcare, finance, ...
IEEE

Robust Sea Clutter Suppression by C-ASJU Dictionary Learning and ECWT Denoised Algorithm

Abstract: To address the challenge of detecting weak targets obscured by strong sea clutter and noise in complex maritime environments, this article presents a robust sea clutter suppression method.
IEEE

Sentiment Analysis Algorithm Based on Deep Transfer Learning for Multi-Source Data Fusion

Abstract: To tackle the challenge of data diversity in sentiment analysis and improve the accuracy and generalization ability of sentiment analysis, this study first cleans, denoises, and standardizes ...