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.