Guangliang Chen

According to our database, Guangliang Chen authored at least 25 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A fast incremental spectral clustering algorithm with cosine similarity.

Ran Li, Guangliang Chen

Proceedings of the IEEE International Conference on Data Mining, 2023

Fast, Memory-Efficient Spectral Clustering with Cosine Similarity.

Ran Li, Guangliang Chen

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

2022

Research on The Application of Intelligent Locks in The Field of Electric Power.

Jie Liu, Xianshun Guo, Guangliang Chen, Zhengchao Zhang, Zheng Wang, Xingwei Chen

Proceedings of the 5th International Conference on Information Technologies and Electrical Engineering, 2022

2021

The Larger the Better: Analysis of a Scalable Spectral Clustering Algorithm with Cosine Similarity.

Guangliang Chen

Proceedings of the Modern Management based on Big Data II and Machine Learning and Intelligent Systems III, 2021

2020

Coupling fuzzy clustering and cellular automata based on local maxima of development potential to model urban emergence and expansion in economic development zones.

Xun Liang, Xiaoping Liu, Guangliang Chen, Jiye Leng, Youyue Wen, Guangzhao Chen

Int. J. Geogr. Inf. Sci., 2020

2019

A general framework for scalable spectral clustering based on document models.

Guangliang Chen

Pattern Recognit. Lett., 2019

2018

Large-scale spectral clustering using diffusion coordinates on landmark-based bipartite graphs.

Khiem Pham, Guangliang Chen

Proceedings of the Twelfth Workshop on Graph-Based Methods for Natural Language Processing, 2018

A Scalable Spectral Clustering Algorithm Based on Landmark-Embedding and Cosine Similarity.

Guangliang Chen

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

MATLAB Implementation Details of a Scalable Spectral Clustering Algorithm with the Cosine Similarity.

Guangliang Chen

Proceedings of the Reproducible Research in Pattern Recognition, 2018

Scalable spectral clustering with cosine similarity.

Guangliang Chen

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017

Experiences and issues of using cellular automata for assisting urban and regional planning in China.

Xia Li, Yimin Chen, Xiaoping Liu, Xiaocong Xu, Guangliang Chen

Int. J. Geogr. Inf. Sci., 2017

Simple, fast and accurate hyper-parameter tuning in Gaussian-kernel SVM.

Guangliang Chen, Wilson Florero-Salinas, Dan Li

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016

High-Dimensional Data Modeling Techniques for Detection of Chemical Plumes and Anomalies in Hyperspectral Images and Movies.

Yi Wang, Guangliang Chen, Mauro Maggioni

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

2015

Enhanced detection of chemical plumes in hyperspectral images and movies throughimproved backgroundmodeling.

Yi Grace Wang, Mauro Maggioni, Guangliang Chen

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

2013

Guaranteed sparse signal recovery with highly coherent sensing matrices.

Guangliang Chen, Atul Divekar, Deanna Needell

CoRR, 2013

2012

A fast multiscale framework for data in high-dimensions: Measure estimation, anomaly detection, and compressive measurements.

Guangliang Chen, Mark A. Iwen, Sang Chin, Mauro Maggioni

Proceedings of the 2012 Visual Communications and Image Processing, 2012

2011

Multiscale Geometric Methods for Data Sets II: Geometric Wavelets

William K. Allard, Guangliang Chen, Mauro Maggioni

CoRR, 2011

Multiscale geometric and spectral analysis of plane arrangements.

Guangliang Chen, Mauro Maggioni

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Data representation and exploration with Geometric Wavelets.

Eric E. Monson, Guangliang Chen, Rachel Brady, Mauro Maggioni

Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

Multiscale geometric wavelets for the analysis of point clouds.

Guangliang Chen, Mauro Maggioni

Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010

2009

Spectral Curvature Clustering (SCC).

Guangliang Chen, Gilad Lerman

Int. J. Comput. Vis., 2009

Foundations of a Multi-way Spectral Clustering Framework for Hybrid Linear Modeling.

Guangliang Chen, Gilad Lerman

Found. Comput. Math., 2009

Motion segmentation by SCC on the hopkins 155 database.

Guangliang Chen, Gilad Lerman

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Kernel Spectral Curvature Clustering (KSCC).

Guangliang Chen, Stefan Atev, Gilad Lerman

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

2007

Functional genomics via multiscale analysis: application to gene expression and ChIP-on-chip data.

Gilad Lerman, Joseph McQuown, Alexandre Blais, Brian D. Dynlacht, Guangliang Chen, Bud Mishra

Bioinform., 2007