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my_thesis.bbl

\begin{thebibliography}{}
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\newblock {\em Genome Biology}, 11(12):R119.
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\newblock {\em Nature Methods}, 14(11):1083--1086.
\bibitem[Alipanahi et~al., 2015]{alipanahi_predicting_2015}
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\newblock {\em Nature Biotechnology}, 33(8):831--838.
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\newblock {\em BMC Genomics}, 17:938.
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\newblock Single cells make big data: {New} challenges and opportunities in
transcriptomics.
\newblock {\em Current Opinion in Systems Biology}, 4:85--91.
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\newblock High-{Resolution} {Profiling} of {Histone} {Methylations} in the
{Human} {Genome}.
\newblock {\em Cell}, 129(4):823--837.
\bibitem[Berest et~al., 2018]{berest_quantification_2018}
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\newblock Quantification of differential transcription factor activity and
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\newblock {\em bioRxiv}.
\bibitem[Buenrostro et~al., 2013]{buenrostro_transposition_2013}
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W.~J. (2013).
\newblock Transposition of native chromatin for fast and sensitive epigenomic
profiling of open chromatin, {DNA}-binding proteins and nucleosome position.
\newblock {\em Nature Methods}, 10(12):1213--1218.
\bibitem[Castro-Mondragon et~al., 2017]{castro-mondragon_rsat_2017}
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Helden, J. (2017).
\newblock {RSAT} matrix-clustering: dynamic exploration and redundancy
reduction of transcription factor binding motif collections.
\newblock {\em Nucleic Acids Research}, 45(13):e119--e119.
\bibitem[Chatr-aryamontri et~al., 2017]{chatr-aryamontri_biogrid_2017}
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\newblock The {BioGRID} interaction database: 2017 update.
\newblock {\em Nucleic Acids Research}, 45(D1):D369--D379.
\bibitem[Cirillo et~al., 2002]{cirillo_opening_2002}
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K.~S. (2002).
\newblock Opening of {Compacted} {Chromatin} by {Early} {Developmental}
{Transcription} {Factors} {HNF}3 ({FoxA}) and {GATA}-4.
\newblock {\em Molecular Cell}, 9(2):279--289.
\bibitem[Fan et~al., 2016]{fan_characterizing_2016}
Fan, J., Salathia, N., Liu, R., Kaeser, G.~E., Yung, Y.~C., Herman, J.~L.,
Kaper, F., Fan, J.-B., Zhang, K., Chun, J., and Kharchenko, P.~V. (2016).
\newblock Characterizing transcriptional heterogeneity through pathway and gene
set overdispersion analysis.
\newblock {\em Nature Methods}, 13(3):241--244.
\bibitem[Fu et~al., 2008]{fu_insulator_2008}
Fu, Y., Sinha, M., Peterson, C.~L., and Weng, Z. (2008).
\newblock The {Insulator} {Binding} {Protein} {CTCF} {Positions} 20
{Nucleosomes} around {Its} {Binding} {Sites} across the {Human} {Genome}.
\newblock {\em PLOS Genetics}, 4(7):e1000138.
\bibitem[González-Blas et~al., 2019]{gonzalez-blas_cistopic:_2019}
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\newblock {cisTopic}: cis-regulatory topic modeling on single-cell {ATAC}-seq
data.
\newblock {\em Nature Methods}, 16(5):397.
\bibitem[Grossman et~al., 2018]{grossman_positional_2018}
Grossman, S.~R., Engreitz, J., Ray, J.~P., Nguyen, T.~H., Hacohen, N., and
Lander, E.~S. (2018).
\newblock Positional specificity of different transcription factor classes
within enhancers.
\newblock {\em Proceedings of the National Academy of Sciences},
115(30):E7222--E7230.
\bibitem[Groux and Bucher, 2019]{groux_spar-k:_2019}
Groux, R. and Bucher, P. (2019).
\newblock {SPar}-{K}: a method to partition {NGS} signal data.
\newblock {\em Bioinformatics}.
\bibitem[Hon et~al., 2008]{hon_chromasig:_2008}
Hon, G., Ren, B., and Wang, W. (2008).
\newblock {ChromaSig}: {A} {Probabilistic} {Approach} to {Finding} {Common}
{Chromatin} {Signatures} in the {Human} {Genome}.
\newblock {\em PLOS Computational Biology}, 4(10):e1000201.
\bibitem[Khan et~al., 2018]{khan_jaspar_2018}
Khan, A., Fornes, O., Stigliani, A., Gheorghe, M., Castro-Mondragon, J.~A., van
der Lee, R., Bessy, A., Chèneby, J., Kulkarni, S.~R., Tan, G., Baranasic,
D., Arenillas, D.~J., Sandelin, A., Vandepoele, K., Lenhard, B., Ballester,
B., Wasserman, W.~W., Parcy, F., and Mathelier, A. (2018).
\newblock {JASPAR} 2018: update of the open-access database of transcription
factor binding profiles and its web framework.
\newblock {\em Nucleic Acids Research}, 46(D1):D260--D266.
\bibitem[Kiselev et~al., 2017]{kiselev_sc3:_2017}
Kiselev, V.~Y., Kirschner, K., Schaub, M.~T., Andrews, T., Yiu, A., Chandra,
T., Natarajan, K.~N., Reik, W., Barahona, M., Green, A.~R., and Hemberg, M.
(2017).
\newblock {SC}3: consensus clustering of single-cell {RNA}-seq data.
\newblock {\em Nature Methods}, 14(5):483--486.
\bibitem[Kulakovskiy et~al., 2018]{kulakovskiy_hocomoco:_2018}
Kulakovskiy, I.~V., Vorontsov, I.~E., Yevshin, I.~S., Sharipov, R.~N.,
Fedorova, A.~D., Rumynskiy, E.~I., Medvedeva, Y.~A., Magana-Mora, A., Bajic,
V.~B., Papatsenko, D.~A., Kolpakov, F.~A., and Makeev, V.~J. (2018).
\newblock {HOCOMOCO}: towards a complete collection of transcription factor
binding models for human and mouse via large-scale {ChIP}-{Seq} analysis.
\newblock {\em Nucleic Acids Research}, 46(D1):D252--D259.
\bibitem[Kundaje et~al., 2012]{kundaje_ubiquitous_2012}
Kundaje, A., Kyriazopoulou-Panagiotopoulou, S., Libbrecht, M., Smith, C.~L.,
Raha, D., Winters, E.~E., Johnson, S.~M., Snyder, M., Batzoglou, S., and
Sidow, A. (2012).
\newblock Ubiquitous heterogeneity and asymmetry of the chromatin environment
at regulatory elements.
\newblock {\em Genome Research}, 22(9):1735--1747.
\bibitem[Langmead et~al., 2009]{langmead_ultrafast_2009}
Langmead, B., Trapnell, C., Pop, M., and Salzberg, S.~L. (2009).
\newblock Ultrafast and memory-efficient alignment of short {DNA} sequences to
the human genome.
\newblock {\em Genome Biology}, 10(3):R25.
\bibitem[Li et~al., 2019]{li_identification_2019}
Li, Z., Schulz, M.~H., Look, T., Begemann, M., Zenke, M., and Costa, I.~G.
(2019).
\newblock Identification of transcription factor binding sites using
{ATAC}-seq.
\newblock {\em Genome Biology}, 20(1):45.
\bibitem[Nair et~al., 2014]{nair_probabilistic_2014}
Nair, N.~U., Kumar, S., Moret, B. M.~E., and Bucher, P. (2014).
\newblock Probabilistic partitioning methods to find significant patterns in
{ChIP}-{Seq} data.
\newblock {\em Bioinformatics}, 30(17):2406--2413.
\bibitem[Neph et~al., 2012]{neph_expansive_2012}
Neph, S., Vierstra, J., Stergachis, A.~B., Reynolds, A.~P., Haugen, E., Vernot,
B., Thurman, R.~E., John, S., Sandstrom, R., Johnson, A.~K., Maurano, M.~T.,
Humbert, R., Rynes, E., Wang, H., Vong, S., Lee, K., Bates, D., Diegel, M.,
Roach, V., Dunn, D., Neri, J., Schafer, A., Hansen, R.~S., Kutyavin, T.,
Giste, E., Weaver, M., Canfield, T., Sabo, P., Zhang, M., Balasundaram, G.,
Byron, R., MacCoss, M.~J., Akey, J.~M., Bender, M.~A., Groudine, M., Kaul,
R., and Stamatoyannopoulos, J.~A. (2012).
\newblock An expansive human regulatory lexicon encoded in transcription factor
footprints.
\newblock {\em Nature}, 489(7414):83--90.
\bibitem[Nielsen et~al., 2012]{nielsen_catchprofiles:_2012}
Nielsen, F. G.~G., Markus, K.~G., Friborg, R.~M., Favrholdt, L.~M.,
Stunnenberg, H.~G., and Huynen, M. (2012).
\newblock {CATCHprofiles}: {Clustering} and {Alignment} {Tool} for {ChIP}
{Profiles}.
\newblock {\em PLOS ONE}, 7(1):e28272.
\bibitem[Orenstein and Shamir, 2014]{orenstein_comparative_2014}
Orenstein, Y. and Shamir, R. (2014).
\newblock A comparative analysis of transcription factor binding models learned
from {PBM}, {HT}-{SELEX} and {ChIP} data.
\newblock {\em Nucleic Acids Research}, 42(8):e63--e63.
\bibitem[Ou et~al., 2018]{ou_motifstack_2018}
Ou, J., Wolfe, S.~A., Brodsky, M.~H., and Zhu, L.~J. (2018).
\newblock {motifStack} for the analysis of transcription factor binding site
evolution.
\newblock {\em Nature Methods}, 15(1):8--9.
\bibitem[Soufi et~al., 2015]{soufi_pioneer_2015}
Soufi, A., Garcia, M.~F., Jaroszewicz, A., Osman, N., Pellegrini, M., and
Zaret, K.~S. (2015).
\newblock Pioneer {Transcription} {Factors} {Target} {Partial} {DNA} {Motifs}
on {Nucleosomes} to {Initiate} {Reprogramming}.
\newblock {\em Cell}, 161(3):555--568.
\bibitem[Vierstra and Stamatoyannopoulos, 2016]{vierstra_genomic_2016}
Vierstra, J. and Stamatoyannopoulos, J.~A. (2016).
\newblock Genomic footprinting.
\newblock {\em Nature Methods}, 13(3):213--221.
\bibitem[Voss and Hager, 2014]{voss_dynamic_2014}
Voss, T.~C. and Hager, G.~L. (2014).
\newblock Dynamic regulation of transcriptional states by chromatin and
transcription factors.
\newblock {\em Nature Reviews Genetics}, 15(2):69--81.
\bibitem[Zaret and Carroll, 2011]{zaret_pioneer_2011}
Zaret, K.~S. and Carroll, J.~S. (2011).
\newblock Pioneer transcription factors: establishing competence for gene
expression.
\newblock {\em Genes \& Development}, 25(21):2227--2241.
\end{thebibliography}

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