Shuai Yuan
Shuai Yuan
Vahvistettu sähköpostiosoite verkkotunnuksessa
Building a multi-scaled geospatial temporal ecology database from disparate data sources: fostering open science and data reuse
PA Soranno, EG Bissell, KS Cheruvelil, ST Christel, SM Collins, ...
GigaScience 4 (1), s13742-015-0067-4, 2015
LAGOS-NE: A multi-scaled geospatial and temporal database of lake ecological context and water quality for thousands of US lakes
PA Soranno, LC Bacon, M Beauchene, KE Bednar, EG Bissell, ...
GigaScience 6 (12), gix101, 2017
Proceedings of the 2011 SIAM International Conference on Data Mining
B Liu, H Liu, C Clifton, T Washio, C Kamath
Society for Industrial and Applied Mathematics, 2011
Constrained spectral clustering for regionalization: Exploring the trade-off between spatial contiguity and landscape homogeneity
S Yuan, PN Tan, KS Cheruvelil, SM Collins, PA Soranno
2015 IEEE International Conference on Data Science and Advanced Analytics …, 2015
Winter precipitation and summer temperature predict lake water quality at macroscales
SM Collins, S Yuan, PN Tan, SK Oliver, JF Lapierre, KS Cheruvelil, ...
Water Resources Research 55 (4), 2708-2721, 2019
Creating multithemed ecological regions for macroscale ecology: Testing a flexible, repeatable, and accessible clustering method
KS Cheruvelil, S Yuan, KE Webster, PN Tan, JF Lapierre, SM Collins, ...
Ecology and evolution 7 (9), 3046-3058, 2017
Macroscale patterns of synchrony identify complex relationships among spatial and temporal ecosystem drivers
NR Lottig, PN Tan, T Wagner, KS Cheruvelil, PA Soranno, EH Stanley, ...
Ecosphere 8 (12), e02024, 2017
Hash-based feature learning for incomplete continuous-valued data
S Yuan, PN Tan, KS Cheruvelil, CE Fergus, NK Skaff, PA Soranno
Proceedings of the 2017 SIAM International Conference on Data Mining, 678-686, 2017
Multi-level multi-task learning for modeling cross-scale interactions in nested geospatial data
S Yuan, J Zhou, PN Tan, E Fergus, T Wagner, P Soranno
2017 IEEE International Conference on Data Mining (ICDM), 1153-1158, 2017
Spatially constrained spectral clustering algorithms for region delineation
S Yuan, PN Tan, KS Cheruvelil, SM Collins, PA Soranno
arXiv preprint arXiv:1905.08451, 2019
LAGOS-NE v. 1.054. 1 Lake water clarity time series (1987-2011), climate, and geophysical data for 601 lakes across a 17-state region of the United States
N Lottig, PN Tan, T Wagner, K Cheruvelil, P Soranno, E Stanley, C Scott, ...
Environmental Data Initiative, 2017
Novel Learning Algorithms for Mining Geospatial Data
S Yuan
Michigan State University, 2017
LAGOS-Creating multi-themed ecological regions for macrosystems ecology
K Cheruvelil, S Yuan, K Webster, PN Tan, JF Lapierre, S Collins, ...
Environmental Data Initiative, 2016
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Artikkelit 1–13