Multiscale Classification

Multiscale Classification is a computational framework that systematically categorizes patterns or entities across multiple spatial, temporal, or organizational scales by integrating hierarchical scale-specific features to enable accurate discrimination in complex, multi-resolution data environments.

Publications

7.3K

Citations

360

Authors

173

Institutions

Publications per year

2017–2026

Parents

Multi-scale Pattern Analysis

Publications

A survey of hierarchical classification across different application domains

Carlos N. Silla, Alex A. Freitas · Data Mining and Knowledge Discovery · 2010 · 1.1K citations

Computing, Computer Science, Data Mining +13

Multiscale Convolutional Neural Networks for Fault Diagnosis of Wind Turbine Gearbox

Guoqian Jiang, Haibo He, Jun Yan et al. · IEEE Transactions on Industrial Electronics · 2018 · 866 citations · Full text

Computing, Computer Science, Feature Engineering +16

Multi‐scale Feature Extraction on Point‐Sampled Surfaces

Mark V. Pauly, Richard Keiser · Computer Graphics Forum · 2003 · 551 citations · Full text

Computing, Computer Science, Visualization +17

A Multiscale Curvature Algorithm for Classifying Discrete Return LiDAR in Forested Environments

Jeffrey S. Evans, Andrew T. Hudak · IEEE Transactions on Geoscience and Remote Sensing · 2007 · 379 citations

Computing, Earth Sciences, Geoinformatics +17

Multiscale characteristics of the emerging global cryptocurrency market

Physics Reports · 2020 · 235 citations · Full text

Business, Economics, Finance +11

1–5 of 99

Authors

360

RG
Richard G. Baraniuk
Rice University, United States
3 publications · 105 citations
3
h-index
HC
Hyeokho Choi
Rice University, United States
3 publications · 105 citations
3
h-index
SP
Sylvie Philipp‐Foliguet
Centre National de la Recherche Scientifique, France
3 publications · 124 citations
3
h-index
RD
Ricardo da Silva Torres
Universidade Estadual de Campinas (UNICAMP), Brazil
3 publications · 124 citations
3
h-index
HC
Haiyong Chen
Hebei University of Technology, China
2 publications · 221 citations
2
h-index

1–5 of 360

Institutions

173

1–8 of 173

Venues

IEEE Transactions on Geoscience and Remote Sensing
10 publications · 941 citations
10
h-index
arXiv (Cornell University)
Repository · 5 publications · 85 citations
5
h-index
Remote Sensing
4 publications · 87 citations
4
h-index
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
4 publications · 156 citations
4
h-index
International Journal of Remote Sensing
3 publications · 150 citations
3
h-index

1–5