TMCnet

Data Normalization vs. Standardization: What's the Difference and When to Use Each

Data Normalization vs. Standardization is one of the most foundational yet often misunderstood topics in machine learning and data preprocessing. If you''ve ever built a predictive model, worked on a ...

Amplio Details AI-Enabled Approach for Surplus Inventory and Asset Recovery in Industrial Enterprises

Company outlines data-driven appraisal, internal redeployment matching, and marketplace liquidation workflows designed ...
AHA/ASA Journals

Multistage Electrocardiographic Profiling for Mental Stress-Induced Myocardial Ischemia in Women: A Prospective, Age-Matched Cohort Study in China

BACKGROUND: Mental stress-induced myocardial ischemia is often clinically silent and associated with increased cardiovascular risk, particularly in women. Conventional ECG-based detection is limited, ...
IEEE

Some Practical Aspects of the Relational Database Normalization Process

Abstract: Database normalization is a ubiquitous theoretical relational database analysis process. It comprises several levels of normal forms and encourage database designers not to split database ...

Sophelio Launches Data Fusion Labeler (dFL) to Accelerate Sensor Data Preparation for Machine Learning

Sophelio Introduces the Data Fusion Labeler (dFL) for Multimodal Time-Series Data - The only labeling and harmonization studio built for multimodal time-series with full provenance you can replay “dFL ...
GitHub

GitHub - FEPSJY00716/PIGRU_GAPS: Physics-Informed Gated Recurrent Unit Network for Temperature Forecast in Greenhouse Aquaponic Systems

This document provides comprehensive instructions for reproducing all experimental results in the PIGRU_GAPS project. The repository contains machine learning models and evaluation scripts for ...
IEEE

FedTAN: Federated Learning in Internet of Things Data via Transformer with Agile Normalization

Abstract: Interactive data generated by Internet of Things (IoT) devices provides a strong foundation for advancing artificial intelligence. However, the transmission of IoT data poses significant ...