IEEE

Land Use Regression on Interpolated Urban Graphs to Assess Personal Exposure to Air Pollution

Abstract: Past research has demonstrated that continuous exposure to pollutants, such as PM2.5 and PM10, is associated with an increased risk of developing and worsening respiratory and ...
GitHub

Kshqsz/machine-learning-lab

machine-learning-lab/ ├── linear_regression/ # 线性回归 │ └── gradient_descent.py # 梯度下降法实现 ├── perceptron/ # 感知机 ...
IEEE

Subpixel Target Detection in Hyperspectral Imaging Using a Deep Neural Network With a Variable Stepsize Gradient Descent Method

Abstract: The main difficulty in using artificial neural networks, which are designed for classification, to detect a rare subpixel target in hyperspectral imaging is that there is typically only one ...
GitHub

lasso-regression

Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative ...