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This package relies on Constrained spectral embedding for K-way data clustering:
Wacquet G, Caillault EP, Hamad D, Hebert P (2013). “Constrained spectral embedding for K-way data clustering.” Pattern Recognition Letters, 34(9), 1009–1017. doi:10.1016/j.patrec.2013.02.003, https://hal.science/hal-01536663.
Wacquet G, Caillault EP, Hebert P (2013). “Semi-supervised K-Way Spectral Clustering with Determination of Number of Clusters.” In Madani, Kurosh, Dourado, Antonio, Rosa, Agostinho, Filipe, Joaquim (eds.), Computational Intelligence: Revised and Selected Papers of the International Joint Conference, IJCCI 2011, Paris, France, October 24-26, 2011, chapter Semi-supervised K-Way Spectral Clustering with Determination of Number of Clusters, 317–332. Springer Berlin Heidelberg, Berlin, Heidelberg. ISBN 978-3-642-35638-4, doi:10.1007/978-3-642-35638-4_21.
Corresponding BibTeX entries:
@Article{, title = {Constrained spectral embedding for K-way data clustering}, author = {Guillaume Wacquet and Emilie Poisson Caillault and Denis Hamad and Pierre-Alexandre Hebert}, journal = {Pattern Recognition Letters}, year = {2013}, volume = {34}, number = {9}, pages = {1009--1017}, url = {https://hal.science/hal-01536663}, pdf = {https://hal.science/hal-01536663/file/2013.PRL.pdf}, doi = {10.1016/j.patrec.2013.02.003}, }
@InBook{, title = {Semi-supervised K-Way Spectral Clustering with Determination of Number of Clusters}, author = {Guillaume Wacquet and Emilie Poisson Caillault and Pierre-Alexandre Hebert}, editor = {{Madani} and {Kurosh} and {Dourado} and {Antonio} and {Rosa} and {Agostinho} and {Filipe} and {Joaquim}}, booktitle = {Computational Intelligence: Revised and Selected Papers of the International Joint Conference, IJCCI 2011, Paris, France, October 24-26, 2011}, chapter = {Semi-supervised K-Way Spectral Clustering with Determination of Number of Clusters}, year = {2013}, publisher = {Springer Berlin Heidelberg}, address = {Berlin, Heidelberg}, pages = {317--332}, isbn = {978-3-642-35638-4}, doi = {10.1007/978-3-642-35638-4_21}, }
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.