A robust distance-based approach for detecting multidimensional outliers
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Applied Statistics"
DOI: 10.1080/02664763.2024.2422403
Abstract: ABSTRACT Identifying outliers in data analysis is a critical task, as outliers can significantly influence the results and conclusions drawn from a dataset. This study explores the use of the Mahalanobis distance metric for detecting… read more here.
Keywords: distance; robust distance; distance measure; positive rates ... See more keywords
Robust Distance Estimation using LiDAR-Guided Deep Learning for Assistive Mobility
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2025.3637978
Abstract: Modern powered wheelchairs (PWs) can greatly improve mobility for individuals with severe motor impairments, but conventional control methods are not always suitable for users with advanced disabilities. This work presents a hybrid measurement framework that… read more here.
Keywords: deep learning; mobility; robust distance; distance estimation ... See more keywords