Patricia A. Soranno

Publication Activity (10 Years)

Years Active: 2015-2019
Publications (10 Years): 4

Top Topics

Constrained Spectral Clustering

Geospatial Data

Top Venues

Publications

Shuai Yuan, Pang-Ning Tan, Kendra Spence Cheruvelil, Sarah M. Collins, Patricia A. Soranno
Spatially Constrained Spectral Clustering Algorithms for Region Delineation. CoRR (2019)
Craig A. Stow, Katherine E. Webster, Tyler Wagner, Noah Lottig, Patricia A. Soranno, YoonKyung Cha
Small values in big data: The continuing need for appropriate metadata. Ecol. Informatics 45 (2018)
Shuai Yuan, Pang-Ning Tan, Kendra Spence Cheruvelil, C. Emi Fergus, Nicholas K. Skaff, Patricia A. Soranno
Hash-Based Feature Learning for Incomplete Continuous-Valued Data. SDM (2017)
Shuai Yuan, Jiayu Zhou, Pang-Ning Tan, C. Emi Fergus, Tyler Wagner, Patricia A. Soranno
Multi-level Multi-task Learning for Modeling Cross-Scale Interactions in Nested Geospatial Data. ICDM (2017)
Shuai Yuan, Pang-Ning Tan, Kendra Spence Cheruvelil, Sarah M. Collins, Patricia A. Soranno
Constrained spectral clustering for regionalization: Exploring the trade-off between spatial contiguity and landscape homogeneity. DSAA (2015)