Radio World

A Class on Predicting FM Radio Signals

In my latest Signal Spot, I had my Villanova students explore machine learning techniques to see if we could accurately ...
Journal of Medical Internet Research

Beyond Comparing Machine Learning and Logistic Regression in Clinical Prediction Modelling: Shifting from Model Debate to Data Quality

The rapid uptake of supervised machine learning (ML) in clinical prediction modelling, particularly for binary outcomes based on tabular data, has sparked debate about its comparative advantage over ...
GitHub

fastLPR: Fast Local Polynomial Regression via NUFFT

cd fastLPR_py uv pip install -e .
IEEE

A Hybrid CNN-Logistic Regression Model for Accurate and Efficient Car Damage Assessment

Abstract: This paper develops a machine learning model to classify the various sorts of car damages with high performance toward damage detection. Precision, recall, and F1-score values for all types ...
IEEE

Hierarchical Clustering Weighted Gaussian Process Regression Low-Fidelity Model and Application in Airfoil Drag Coefficients Prediction

Abstract: Multi-fidelity modeling is a common approach for predicting the drag coefficient of airfoil, offering high accuracy and low computational cost. Low-fidelity data are acquired by simplifying ...
GitHub

Simple M/M/s queuing model: Python DES RAP

This repository is an example accompanying the DES RAP Book — an open educational resource on reproducible discrete-event simulation (DES) in Python and R. The book demonstrates best practices for ...