Selected Applications of Statistical Machine Learning Publications
Brakenridge, S.C.,
Henley, S.S., Golden, R. M., Paik, D. H., Phelan, H. A., Sperry, J. L., Cohen,
M. J., Moore, E.E., Minei, J. P., Maier, R. V., and Cuschieri, J. (2013).
Comparing clinical predictors of deep venous thrombosis versus pulmonary
embolus after severe injury: a new paradigm for post-traumatic venous
thromboembolism? Journal Trauma Acute Care Surg, 74, 1231-1237.
Ghiasinejad,
S., and Golden, R. M. (2013). Modeling human coding of free response data. Computers
in Human Behavior, 29, 2394-2403.
Dasgupta,
S., Golden, R. M., Ng, V. (2012). Clustering documents along multiple
dimensions. In Proceedings of the Twenty-Sixth AAAI Conference on
Artificial Intelligence. AAAI
Press, pp. 879-885.
Brakenridge,
S. C., Phelan, H. A., Henley, S. S., Golden, R. M., Kashner, T. M., Eastman, A.
E., Sperry, J. L., Harbrecht, B. G., Moore, E. E., Cuschieri, J., Maier, R. V.,
and Minei, J. P. (2011). Early blood product and crystalloid volume
resuscitation: risk association with multiple organ dysfunction after severe
blunt traumatic injury. Journal of Trauma, 71, 299-305.
Wong,
W. E., Debroy, V., Golden, R., Xu, X., Thuraisingham, B. (2012). Effective
software fault localization using an RBF neural network. IEEE
Transactions on Reliability, 61, 149-169.
Kashner, T. M., Henley,
S. S., Golden, R. M., Byrne, J. M., Sheri, A., Cannon, G. W., Chang, B. K.,
Holland, G. J., Aron, D.C., Wicker, A., and White, H. (2010). Studying the
effects of ACGME duty hours limits on resident satisfaction: Results from VA
learners' perception survey. Academic Medicine, 85, 1130-1139.
Paik,
D., Golden, R. M., Tolak, M., and Dowling, E. M. (2006). Blind adaptive CDMA
processing for smart antennas using the block Shanno constant modulus
algorithm. IEEE Transactions on Signal Processing, 54, 1956-1959.
Jani,
U., Dowling, E. M., and Golden, R. M. (2000). Multiuser interference
suppression using block Shanno constant modulus algorithm. IEEE Transactions
on Signal Processing, 48, 1503-1505.
Golden,
R. M. (2000). Kirchoff law Markov fields for analog circuit design. In S. A.
Solla, T. K. Leen, and K. R. Muller (eds.) Neural Information Processing
Systems Proceedings, 12, MIT Press, Cambridge, 907-913.
Krongrad,
A., Granville, L. J., Burke, M. A., Golden, R. M., Lai, S., Cho, L., &
Niederberger, C. S. (1997). Predictors of general quality of life in
patients with benign prostate hyperplasia or prostate cancer. Journal of
Urology, 157, 534-538.
Michaels, E. K.,
Niederberger, C.S., Golden, R. M., Brown, B., Cho, L., & Hong, Y. (1998).
Use of a neural network to predict stone growth after shock wave lithotripsy. Urology,
51, 335-338.
Schley,
C., Chauvin, Y., Henkle, V., and Golden, R. M. (1991). Neural networks
structured for control application to aircraft landing. In D. S. Touretzky and
R. Lippmann (eds.), Advances in Neural Information Processing Systems 3.
Morgan Kaufmann, San Mateo, CA 415-421.