Guangliang Chen

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 13

Top Topics

Spectral Clustering

Cosine Similarity

Clustering Algorithm

Top Venues

Int. J. Geogr. Inf. Sci.

TextGraphs@NAACL-HLT

Publications

Ran Li, Guangliang Chen
A fast incremental spectral clustering algorithm with cosine similarity. ICDM (Workshops) (2023)
Ran Li, Guangliang Chen
Fast, Memory-Efficient Spectral Clustering with Cosine Similarity. CIARP (2023)
Jie Liu, Xianshun Guo, Guangliang Chen, Zhengchao Zhang, Zheng Wang, Xingwei Chen
Research on The Application of Intelligent Locks in The Field of Electric Power. ICITEE (2022)
Guangliang Chen
The Larger the Better: Analysis of a Scalable Spectral Clustering Algorithm with Cosine Similarity. MMBD/MLIS (2021)
Xun Liang, Xiaoping Liu, Guangliang Chen, Jiye Leng, Youyue Wen, Guangzhao Chen
Coupling fuzzy clustering and cellular automata based on local maxima of development potential to model urban emergence and expansion in economic development zones. Int. J. Geogr. Inf. Sci. 34 (10) (2020)
Guangliang Chen
A general framework for scalable spectral clustering based on document models. Pattern Recognit. Lett. 125 (2019)
Khiem Pham, Guangliang Chen
Large-scale spectral clustering using diffusion coordinates on landmark-based bipartite graphs. TextGraphs@NAACL-HLT (2018)
Guangliang Chen
MATLAB Implementation Details of a Scalable Spectral Clustering Algorithm with the Cosine Similarity. RRPR (2018)
Guangliang Chen
A Scalable Spectral Clustering Algorithm Based on Landmark-Embedding and Cosine Similarity. S+SSPR (2018)
Guangliang Chen
Scalable spectral clustering with cosine similarity. ICPR (2018)
Guangliang Chen, Wilson Florero-Salinas, Dan Li
Simple, fast and accurate hyper-parameter tuning in Gaussian-kernel SVM. IJCNN (2017)
Xia Li, Yimin Chen, Xiaoping Liu, Xiaocong Xu, Guangliang Chen
Experiences and issues of using cellular automata for assisting urban and regional planning in China. Int. J. Geogr. Inf. Sci. 31 (8) (2017)
Yi Wang, Guangliang Chen, Mauro Maggioni
High-Dimensional Data Modeling Techniques for Detection of Chemical Plumes and Anomalies in Hyperspectral Images and Movies. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (9) (2016)
Yi Grace Wang, Mauro Maggioni, Guangliang Chen
Enhanced detection of chemical plumes in hyperspectral images and movies throughimproved backgroundmodeling. WHISPERS (2015)
Guangliang Chen, Atul Divekar, Deanna Needell
Guaranteed sparse signal recovery with highly coherent sensing matrices. CoRR (2013)
Guangliang Chen, Mark A. Iwen, Sang Chin, Mauro Maggioni
A fast multiscale framework for data in high-dimensions: Measure estimation, anomaly detection, and compressive measurements. VCIP (2012)
William K. Allard, Guangliang Chen, Mauro Maggioni
Multiscale Geometric Methods for Data Sets II: Geometric Wavelets CoRR (2011)
Guangliang Chen, Mauro Maggioni
Multiscale geometric and spectral analysis of plane arrangements. CVPR (2011)
Eric E. Monson, Guangliang Chen, Rachel Brady, Mauro Maggioni
Data representation and exploration with Geometric Wavelets. IEEE VAST (2010)
Guangliang Chen, Mauro Maggioni
Multiscale geometric wavelets for the analysis of point clouds. CISS (2010)
Guangliang Chen, Gilad Lerman
Motion segmentation by SCC on the hopkins 155 database. ICCV Workshops (2009)
Guangliang Chen, Gilad Lerman
Foundations of a Multi-way Spectral Clustering Framework for Hybrid Linear Modeling. Found. Comput. Math. 9 (5) (2009)
Guangliang Chen, Stefan Atev, Gilad Lerman
Kernel Spectral Curvature Clustering (KSCC). ICCV Workshops (2009)
Guangliang Chen, Stefan Atev, Gilad Lerman
Kernel Spectral Curvature Clustering (KSCC) CoRR (2009)
Guangliang Chen, Gilad Lerman
Motion Segmentation by SCC on the Hopkins 155 Database CoRR (2009)
Guangliang Chen, Gilad Lerman
Spectral Curvature Clustering (SCC). Int. J. Comput. Vis. 81 (3) (2009)
Gilad Lerman, Joseph McQuown, Alexandre Blais, Brian D. Dynlacht, Guangliang Chen, Bud Mishra
Functional genomics via multiscale analysis: application to gene expression and ChIP-on-chip data. Bioinform. 23 (3) (2007)