In the hyperspectral image (HSI) classification, convolutional neural networks (CNNs)-based approaches often struggle with the scarcity of labeled samples. The letter proposes an HSI classification ...

Congedo, L. (2021) Semi-Automatic Classification Plugin A Python Tool for the Download and Processing of Remote Sensing Images in QGIS. Journal of Open Source Software, 6, Article 3172.

Hyperspectral image classification (HIC) has attracted considerable attention in the last two decades, and significant progress has been made. However, the small sample size problem of HIC is still ...

This work presents a spectrofluorimetric system for the rapid detection, classification, and quantification of emerging organic pollutants (EOPs) in water samples without reagents or preparation. The ...

The pattern-matching syntax introduced in Python 3.10 allows for powerful new programming techniques for decision-making in apps.

This article proposes a machine learning-based classification method that can effectively distinguish b, y ions from other ions, especially with the addition of new graph features, significantly ...

There are several tools and code libraries that you can use to perform naive Bayes classification. The scikit-learn library (also called scikit or sklearn) is based on the Python language and is one ...

Multiclass classification is of great interest for various applications, for example, it is a common task in computer vision, where one needs to categorize an image into three or more classes. Here we ...