Graph regularization multidimensional projection

Semi-supervised node classification via adaptive graph smoothing networks

(2021) Ruigang Zheng et al.   PATTERN RECOGNITION

Deep learning multidimensional projections

(2020) Mateus Espadoto et al.   Information Visualization

Semi-automatic data annotation guided by feature space projection

(2020) Bárbara C. Benato et al.   PATTERN RECOGNITION

TopoMap: A 0-dimensional Homology Preserving Projection of High-Dimensional Data

(2020) Harish Doraiswamy et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Wavelet-Based Visual Analysis of Dynamic Networks

(2018) Alcebiades Dal Col et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Data-driven graph construction and graph learning: A review

(2018) Lishan Qiao et al.   NEUROCOMPUTING

Graph Spectral Image Processing

(2018) Gene Cheung et al.   PROCEEDINGS OF THE IEEE

Graph Signal Processing: Overview, Challenges, and Applications

(2018) Antonio Ortega et al.   PROCEEDINGS OF THE IEEE

Non-Intrusive Load Disaggregation Using Graph Signal Processing

(2018) Kanghang He et al.   IEEE Transactions on Smart Grid

Graph-Based Compression of Dynamic 3D Point Cloud Sequences

(2016) Dorina Thanou et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Multi-manifold Discriminant Isomap for visualization and classification

(2016) Bo Yang et al.   PATTERN RECOGNITION

LoCH: A neighborhood-based multidimensional projection technique for high-dimensional sparse spaces

(2015) Samuel G. Fadel et al.   NEUROCOMPUTING

Graph Wavelets for Multiscale Community Mining

(2014) Nicolas Tremblay et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains

(2013) D. I. Shuman et al.   IEEE SIGNAL PROCESSING MAGAZINE

Local Affine Multidimensional Projection

(2011) P. Joia et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Two-Phase Mapping for Projecting Massive Data Sets

(2010) Fernando V Paulovich et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Nonlocal Discrete Regularization on Weighted Graphs: A Framework for Image and Manifold Processing

(2008) A. Elmoataz et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Least Square Projection: A Fast High-Precision Multidimensional Projection Technique and Its Application to Document Mapping

(2008) F.V. Paulovich et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Graph spectral image smoothing using the heat kernel

(2008) Fan Zhang et al.   PATTERN RECOGNITION

Graph-based tools for microscopic cellular image segmentation

(2008) Vinh-Thong Ta et al.   PATTERN RECOGNITION