Publications of Mark Culp, PhD.

Patient understanding and impression of Hematology/Oncology fellows.
Curley B, Thomas R, Curley A, Truong Q, Culp M, Hu Y, Almubarak M.
Am J Med Sci. 2014;348(3):262-264.

NEDD9 depletion leads to MMP14 inactivation by TIMP2 and prevents invasion and metastasis.
McLaughlin SL, Ice RJ, Rajulapati A, Kozyulina PY, Livengood RH, Kozyreva VK, Loskutov YV, Culp M, Weed SA, Ivanov AV, Pugacheva EN.
Mol Cancer Res. 2014;12(1):69-81.


On the semisupervised joint trained elastic net.
Culp M.
J Comput Graph Stat. 2013;22(2):300-318.

Joint harmonic functions and their supervised connections.
Culp M, Ryan KJ.
J Mach Learn Res. 2013;14:3721-3752.

NEDD9 depletion destabilizes Aurora A kinase and heightens the efficacy of Aurora A inhibitors: implications for treatment of metastatic solid tumors.
Ice RJ, McLaughlin SL, Livengood RH, Culp M, Eddy ER, Ivanov AV, Pugacheva EN.
Cancer Res. 2013;73(10):3168-3180.


Predicting whole genome protein interaction networks from primary sequence data in model and non-model organisms using ENTS.
Rodgers-Melnick EB, Culp M, DiFazio SP.
BMC Genomics. 2013;14(1):608


Src binds cortactin through a SH2 domain cystine-mediated linkage.
Evans JV, Ammer AG, Jett JE, Bolcato CA, Breaux JC, Martin KH, Culp M, Gannett PM, Weed SA.
J Cell Sci. 2012;125(Pt 24):6185-6197.


Seasonal trends in separability of leaf reflectance spectra for Ailanthus altissima and four other tree species.
Burkholder A, Warner TA, Culp M, Landenberger R.
Photogramm Eng Rem S. 2011;77(8):793-804.

spa: Semi-supervised semi-parametric graph-based estimation in R.
Culp M.
J Stat Softw. 2011;40(10):1-29.

On propagated scoring for semisupervised additive models.
Culp M.
J Am Stat Assoc. 2011;106(493):248-259.

The ensemble bridge algorithm: a new modeling tool for drug discovery problems.
Culp M, Johnson K, Michailidis G.
J Chem Inf Model. 2010;50(2):309-316.

On multi-view learning with additive models.
Culp M, Michailidis G, Johnson K.
Ann Appl Stat. 2009;3(1):292-318.

A co-training algorithm for multi-view data with applications in data fusion.
Culp M, Michailidis G.
J Chemom. 2009;23(5-6):294-303.

Graph-based semisupervised learning.
Culp M, Michailidis G.
IEEE Trans Pattern Anal Mach Intell. 2008;30(1):174-179.

An iterative algorithm for extending learners to a semi-supervised setting.
Culp M, Michailidis G.
J Comput Graph Stat. 2008;17(3):545-571.