News-Medical.Net

New Pico C technology maps genome structure before activation

For decades, scientists viewed the genome of a newly fertilised egg as a structural 'blank slate' – a disordered tangle of ...
Visual Studio Magazine

Decision Tree Regression from Scratch Without Pointers or Recursion Using C#

Dr. James McCaffrey presents a complete end-to-end demonstration of decision tree regression from scratch using the C# language. The goal of decision tree regression is to predict a single numeric ...
IEEE

Synthetic Data Generation using Diffusion Models for ML-based Lightpath Quality of Transmission Estimation Under Extreme Data Scarcity

Abstract: Generative diffusion models are gaining attention as a promising solution for synthetic data generation, offering a distinct advantage over traditional statistical methods and basic ...
IEEE

Adaptive Structure Strategy for Designing Nonparametric Models Based on Differential Neural Networks Using Functional Projection

Abstract: Differential neural networks (DiNNs) encounter a trade-off between the approximation quality and structural complexity. One promising approach to address this trade-off is incorporating ...