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 ...
IEEE

Local Normal Space Alignment for Industrial Process Monitoring by Nonisotropic Condition Data

Abstract: The effectiveness of dimension reduction analysis for high-dimensional process data is crucial to ensure industrial safety. Manifold learning methods can be advanced by considering both ...
IEEE

Data Detection and Resource Allocation for Distributed Two-Way Cell-Free Network: A Graph Attention Network-Based Approach

Abstract: This paper introduces a unified message-passing framework for two-way cell-free relaying networks, achieving paradigm-level integration of uplink data detection and downlink resource ...