Journal of Medical Internet Research

Implications of Data Extraction and Processing of Electronic Health Records for Epidemiological Research: Observational Study

Data were extracted and processed using distinct data processing pipelines. This allowed for the evaluation of the impact of different processing methods by comparing the two datasets in a three-step ...
IEEE

Impact of Data Preprocessing on Machine Learning Classification Metrics

Abstract: Data preparation is essential for boosting machine learning model's performance by increasing data quality and lowering noise. This study evaluates the impact of preprocessing on key ...
Seeking Alpha

Automatic Data Processing: Still Expensive Given Macro Headwinds

Automatic Data Processing, Inc. remains a Sell as valuation at 22x earnings is expensive relative to mid single-digit growth and macro headwinds. Recent results from ADP showed 6% revenue growth and ...
IEEE

Evaluating Data Quality and Preprocessing Methods to Enhance Skeleton-Based Action Recognition in Retail Environments

Abstract: The accuracy of skeleton-based action recognition models can be significantly improved using data processing techniques, particularly in complicated environments such as retail stores where ...