A fuzzy rough set approach to hierarchical feature selection based on Hausdorff distance

Z Qiu, H Zhao - Applied Intelligence, 2022 - Springer
… On the other hand, using Hausdorff distance based … feature selection algorithm built on fuzzy
rough set is first proposed for dimension-reduction tasks. (2) We apply Hausdorff distance to …

Sensitivity Assessing to Data Volume for forecasting: introducing similarity methods as a suitable one in Feature selection methods

MGSA Tirvan - arXiv preprint arXiv:2406.04390, 2024 - arxiv.org
… This study focuses on evaluating the stability of feature selection techniques with respect …
feature selection methods including variance thresholds, edit distance, and Hausdorff distance

[HTML][HTML] Unsupervised feature selection based on variance–covariance subspace distance

S Karami, F Saberi-Movahed, P Tiwari, P Marttinen… - Neural Networks, 2023 - Elsevier
distance established in this paper is the first work used in the world of feature selection. In
… As a result, from what has been explained about the Euclidean and Hausdorff distances, it …

Hausdorff distance and similarity measures for single-valued neutrosophic sets with application in multi-criteria decision making

M Ali, Z Hussain, MS Yang - Electronics, 2022 - mdpi.com
… Thus, we propose two novel schemes to calculate the Hausdorff distance and its … two
forms of Hausdorff distance between SVNSs based on the definition of Hausdorff metric …

Object recognition using Hausdorff distance for multimedia applications

KS Kumar, T Manigandan, D Chitra, L Murali - Multimedia Tools and …, 2020 - Springer
… So the proposed work recognizing object using a shape context and Hausdorff distance is
… The process evaluates the similarity of the two point set using Hausdorff distance. Finally, …

A fault detection method of electric vehicle battery through Hausdorff distance and modified Z-score for real-world data

M Wu, M Sun, F Zhang, L Wang, N Zhao, J Wang… - Journal of Energy …, 2023 - Elsevier
… cost and fast calculation speed, and to improve the safety and stability of the battery system,
this manuscript describes the voltage variation of each cell by calculating Hausdorff distance

Parametric-based feature selection via spherical harmonic coefficients for the left ventricle myocardial infarction screening

G Valizadeh, F Babapour Mofrad, A Shalbaf - Medical & Biological …, 2021 - Springer
… In this study, we present a novel parametric-based feature selection method using the three-…
The calculated similarity measurements (ie, three-dimensional Hausdorff distance (HD) [6]) …

Continuous Keystroke Dynamics-Based User Authentication Using Modified Hausdorff Distance

M Zhuravskii, M Kazachuk, M Petrovskiy… - Database Systems for …, 2021 - Springer
… Along with this method, we explore new approaches based on the Hausdorff distance [7] …
Section 3 describes methods based on the Hausdorff distance and the sum of maximum …

Identifying irregular potatoes using Hausdorff distance and intersection over union

Y Yu, H Jiang, X Zhang, Y Chen - Sensors, 2022 - mdpi.com
… that of Hausdorff distance and IoU, and using Hausdorff distance and IoU as feature parameters
can … Using Hausdorff distance separately as a feature parameter, the algorithm achieved …

Hausdorff distance with outliers and noise resilience capabilities

BJ Maiseli - SN Computer Science, 2021 - Springer
… the robustness of the traditional Hausdorff distance by rejecting outliers and noise in the
point sets. Our method ensures that the Hausdorff distance maintains a higher accuracy under …