technologynetworks

Data Mining Techniques: From Preprocessing to Prediction

If you work in science, chances are you spend upwards of 50% of your time analyzing data in one form or another. Data analysis is such a large and complex field however, that it's easy to get lost ...
Indiatimes

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

Muskaan Mukherjee is a student. 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 ...
GIGAZINE

What kind of preprocessing is most efficient when using large-scale language models to search all of the data within an organization?

Organizations store large amounts of data in a variety of formats, from structured databases and nicely formatted CSVs to casually written emails and complex technical manuals. Search Augmentation ...
Nature

FAIR4prep: FAIR clinical informatics data preprocessing in artificial intelligence applications

Reproducibility of machine learning applications in clinical informatics heavily relies on data preparation. However, preprocessing pipelines are not systematically reported in a consistent, ...