To cite GFA when used in biclustering or with data sources paired in two modes, use
Kerstin Bunte, Eemeli Leppäaho, Inka Saarinen and Samuel Kaski. Sparse group factor analysis for biclustering of multiple data sources. Bioinformatics, 32(16):2457--2463, 2016. http://arxiv.org/abs/1512.08808
else, to cite GFA, use
Seppo Virtanen, Arto Klami, Suleiman A. Khan and Samuel Kaski. Bayesian Group Factor Analysis. Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS), volume 22 of JMLR W&CP, pages 1269-1277, 2012. http://research.ics.aalto.fi/mi/online-papers/virtanen12.pdf
,
Arto Klami, Seppo Virtanen, Eemeli Leppäaho and Samuel Kaski. Group Factor Analysis. IEEE Transactions on Neural Networks and Learning Systems, 26(9):2136-2147,2015.
or
Eemeli Leppäaho, Muhammad Ammad-ud-din and Samuel Kaski. GFA: Exploratory Analysis of Multiple Data Sources with Group Factor Analysis. Journal of Machine Learning Research, 18(39):1-5,2017.
Corresponding BibTeX entries:
@Article{,
author = {Kerstin Bunte and Eemeli Lepp{"a}aho and Inka Saarinen
and Samuel Kaski},
title = {Sparse group factor analysis for biclustering of multiple
data sources},
journal = {Bioinformatics},
volume = {32},
number = {16},
pages = {2457--2463},
year = {2016},
url = {http://arxiv.org/abs/1512.08808},
}
@InProceedings{,
author = {Seppo Virtanen and Arto Klami and Suleiman A. Khan and
Samuel Kaski},
title = {Bayesian Group Factor Analysis},
booktitle = {Proceedings of the Fifteenth International Conference
on Artificial Intelligence and Statistics (AISTATS)},
volume = {22},
pages = {1269--1277},
year = {2012},
url =
{http://research.ics.aalto.fi/mi/online-papers/virtanen12.pdf},
}
@Article{,
author = {Arto Klami and Seppo Virtanen and Eemeli Lepp{"a}aho and
Samuel Kaski},
title = {Group Factor Analysis},
journal = {IEEE Transactions on Neural Networks and Learning
Systems},
volume = {26},
number = {9},
pages = {2136--2147},
year = {2015},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6985615},
}
@Article{,
author = {Eemeli Lepp{"a}aho and Muhammad Ammad-ud-din and Samuel
Kaski},
title = {GFA: Exploratory Analysis of Multiple Data Sources with
Group Factor Analysis},
journal = {Journal of Machine Learning Research},
volume = {18},
number = {39},
pages = {1--5},
year = {2017},
url = {http://jmlr.org/papers/v18/16-509.html},
}