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articles.bib
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@Article{ellwanger2018,
title = {Transcriptional dynamics of hair-bundle morphogenesis revealed with CellTrails},
author = {DC Ellwanger and M Scheibinger and RA Dumont and PG Barr-Gillespie and S Heller},
journal = {Cell Reports},
year = {2018},
month = {6},
volume = {23},
number = {10},
pages = {2901-2914},
note = {doi: 10.1016/j.celrep.2018.05.002e}
}
@Article{vdmaaten2008,
title = {Visualizing high-dimensional data using t-SNE},
author = {LJP van der Maaten and GE Hinton},
journal = {Journal of Machine Learning Research},
year = {2008},
volume = {9},
pages = {2579-2605},
}
@Article{belkin2003,
title = {Laplacian eigenmaps for dimensionality reduction and data representation},
author = {M Belkin and P Niyogi},
journal = {Neural computation},
year = {2003},
volume = {15},
pages = {1373-1396},
}
@Article{sussman2012,
title = {A consistent adjacency spectral embedding for stochastic blockmodel graphs},
author = {DL Sussman and M Tang and DE Fishkind and CE Priebe},
journal = {J Am Stat Assoc},
year = {2012},
volume = {107},
number = {},
pages = {1119-1128},
}
@Article{daub2004,
title = {Estimating mutual information using B-spline functions--an improved similarity measure for analysing gene expression data},
author = {CO Daub and R Steuer and J Selbig and S Kloska},
journal = {BMC Bioinformatics},
year = {2012},
volume = {5},
pages = {118},
}
@Article{ward1963,
title = {Hierarchical grouping to optimize an objective function},
author = {JH Ward and },
journal = {Journal of the American Statistical Association},
year = {1963},
volume = {58},
pages = {236-244},
}
@Article{peto1972,
title = {Asymptotically efficient bank invariant test procedures (with discussion)},
author = {R Peto and J Peto},
journal = {Journal of the Royal Statistical Society},
year = {1972},
volume = {Series A 135},
pages = {185-206},
}
@Article{benjamini1995,
title = {Controlling the false discovery rate: a practical and powerful approach to multiple testing},
author = {Y Benjamini and Y. Hochberg},
journal = {Journal of the Royal Statistical Society},
year = {1995},
volume = {Series B 57},
pages = {289-300},
}
@Article{kruskal1956,
title = {On the shortest spanning subtree of a graph and the traveling salesman problem},
author = {JB Kruskal},
journal = {Proc Amer Math Soc},
year = {1956},
volume = {7},
pages = {48-50},
}
@Article{bedall1979,
title = {Algorithm AS143. The mediancentre.},
author = {FK Bedall and H Zimmermann},
journal = {Appl Statist},
year = {1979},
volume = {28},
pages = {325-328},
}
@Article{sakoe1978,
title = {Dynamic programming algorithm optimization for spoken word recognition},
author = {H Sakoe and S Chiba},
journal = {IEEE Transactions on Acoustics, Speech, and Signaling Processing},
year = {1978},
volume = {26},
pages = {43-49},
}
@Article{biobase,
author = {W Huber and JV Carey and R Gentleman and S Anders and M Carlson and BS Carvalho and HC Bravo and S Davis and L Gatto and T Girke and R Gottardo and F Hahne and KD Hansen and RA Irizarry and M Lawrence and MI Love and J MacDonald and V Obenchain and AK {{Ole's}} and H {{Pag`es}} and A Reyes and P Shannon and GK Smyth and D Tenenbaum and L Waldron and M Morgan},
title = {{O}rchestrating high-throughput genomic analysis with {B}ioconductor},
journal = {Nature Methods},
year = {2015},
volume = {12},
number = {2},
pages = {115--121}
}
@Article{mahata2014,
title = {Single-cell RNA sequencing reveals T helper cells synthesizing steroids de novo to contribute to immune homeostasis},
author = {B Mahata and X Zhang and AA Kolodziejczyk and V Proserpio and L Haim-Vilmovsky and AE Taylor and D Hebenstreit and FA Dingler and V Moignard and B Goettgens and W Arlt and AN McKenzie and SA Teichmann},
journal = {Cell Reports},
year = {2014},
volume = {7},
number = {4},
pages = {1130-42},
}
@Article{buettner2015,
title = {Computational analysis of cell-to-cell heterogeneity in single-cell RNA-sequencing data reveals hidden subpopulations of cells},
author = {F Buettner and KN Natarajan and FP Casale and V Proserpio and A Scialdone and FJ Theis and SA Teichmann and JC Marioni and O Stegle},
journal = {Nature Biotechnology},
year = {2015},
month = {},
volume = {33},
number = {2},
pages = {155-160},
}
@Article{scran,
author = {ATL Lun and DJ McCarthy and JC Marioni},
title = {A step-by-step workflow for low-level analysis of single-cell RNA-seq data with Bioconductor},
journal = {F1000Res.},
year = {2016},
volume = {5},
pages = {2122},
}
@Article{destiny,
title = {destiny: diffusion maps for large-scale single-cell data in R},
author = {P Angerer and L Haghverdi and M Buettner and FJ Theis and C Marr and F Buettner},
journal = {Bioinformatics},
year = {2015},
volume = {32},
pages = {1241-1243},
}
@Article{scater,
title = {Scater: pre-processing, quality control, normalisation and visualisation of single-cell RNA-seq data in R},
author = {DJ McCarthy and KR Campbell and ATL Lun and QF Wills},
journal = {Bioinformatics},
year = {2017},
volume = {14},
pages = {1179-1186},
}
@Article{fr,
title = {Graph Drawing by Force-directed Placement},
author = {TMJ Fruchterman and EM Reingold},
journal = {Software - Practice and Experience},
year = {1991},
volume = {21},
number = {11},
pages = {1129-1164},
}
@Article{burns2015,
title = {Single-cell RNA-Seq resolves cellular complexity in sensory organs from the neonatal inner ear},
author = {JC Burns and MC Kelly and M Hoa and RJ Morell and MW Kelley},
journal = {Nature Communications},
year = {2015},
month = {Oct},
volume = {15},
number = {6},
pages = {8557},
note = {doi: 10.1038/ncomms9557},
}
@Manual{R-Orgmmegdb,
title = {org.Mm.eg.db: genome wide annotation for mouse.},
author = {M Carlson},
year = {2017},
note = {R package version 3.5.0},
}
@Manual{R-SingleCellExperiment,
title = {SingleCellExperiment: S4 Classes for Single Cell Data},
author = {ATL Lun and D Risso},
year = {2017},
note = {R package version 1.0.0},
}
@Manual{R-AnnotationDbi,
title = {AnnotationDbi: Annotation Database Interface},
author = {H Pag{è}s and M Carlson and S Falcon and N Li},
year = {2017},
note = {R package version 1.40.0},
}