Machine Learning (other than for security)

Miller, B. A., Beard, M. S., Wolfe, P. J., and Bliss, N. T., A spectral framework for anomalous subgraph detection, IEEE Transactions on Signal Processing, Vol. 63, No. 16, pp. 4191–4206, August 2015.
(Full paper)

Miller, B. A., Beard, M. S., Laubichler, M. D. and Bliss, N. T., Temporal and multi-source fusion for detection of innovation in collaboration networks, International Conference on Information Fusion, Washington, DC, July 2015.
(Full Paper)

Cook, A. B., Miller, B. A., Planted clique detection below the noise floor using low-rank sparse PCA, IEEE International Conference on Acoustics, Speech and Signal Processing, Brisbane, QLD, Australia, April 2015.
(Full Paper)

Miller, B. A., Spectral subgraph detection in noisy, uncertain networks, SIAM Conference on Computational Science and Engineering, Salt Lake City, UT, March 2015.
(Abstract)

Miller, B. A., Arcolano, N., Wolf, M. M., Bliss, N. T., Spectral anomaly detection in very large graphs: Models, noise, and computational complexity, Dagstuhl Seminar 14461: High-performance Graph Algorithms and Applications in Computational Science, Wadern, Germany, November 2014.
(Abstract)

Miller, B. A. and Arcolano, N., Spectral subgraph detection with corrupt observations, IEEE International Conference on Acoustics, Speech and Signal Processing, Florence, Italy, May 2014.
(Full Paper)

Shen, W., Williams, J., Marius, T., Salesky, E. A., A Language-Independent Approach to Automatic Text Difficulty Assessment for Second-Language Learners, Second Workshop for Predicting and Improving Text Readability for Target Reader Populations (PITR) Association for Computational Linguistics (ACL), Sofia, Bulgaria, August 2013.
(Full Paper)

Gold, K., Weber, Z., Priest, B., Ziegler, J., Sittig, K., Streilein, W., Mazumder, M., Modeling How Thinking About the Past and Future Impacts Network Traffic with the GOSMR Architecture, Proceedings of Autonomous Agents and Multiagent Systems (AAMS), May 2013.
(Full Paper)

Priest, B., Gold, K., Utility Discounting Explains Informational Website Traffic Patterns Before a Hurricane, World Wide Web Conference, Rio de Janeiro, Brazil, May 2013.
(Full Paper)

Mehta, V., Patel, F., Glina, Y., Schmidt, M., Miller, B., and Bliss, N., Characterization of Traffic and Structure in the U.S. Airport Network, Proceedings of the Conference on Intelligent Data Understanding, October 2012.
(Full Paper)

 

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