IEEE

A Compact Enhanced Information Granulation With Angled Elliptical Forms for Time Series Dynamic Feature Extraction

Abstract: The principle of justifiable granularity makes the constructed information granule (IG) highly justifiable through coverage and specificity. Compactness is equivalent to specific-coverage on ...
GitHub

EcoBound, A Python package for GeoDetector, Ecological Risk Detection, and Natural Geographical Boundary Extraction

🗞 This README also serves as Supplementary Material 2 (SM2) of our manuscript (publishing). The mathematical foundations of EcoBound are provided in SM1 of our manuscript. EcoBound relies on Python 3 ...
GitHub

Multi-platform point cloud analysis — registration, segmentation, surface reconstruction, and feature extraction for aerial, terrestrial, and UAV LiDAR.

Point cloud tooling in Python is fragmented. laspy reads files. Open3D visualizes them. PDAL pipelines transform them. But nothing treats acquisition platform as a first-class concept — and platform ...
IEEE

Enhancing Sleep Stage Classification With Single Channel EEG: Feature Extraction and Random Forest-XGBoost Model

Abstract: Sleep stage classification, essential for diagnosing sleep disorders, monitoring neurological health, and advancing cognitive neuroscience. Traditionally involves manual scoring of ...