Publications

"Penalized Ensemble Kalman Filters for High Dimensional Non-linear Systems" E. Hou, E. Lawrence, A. O. Hero arXiv

"Anomaly Detection in Traffic Networks" E. Hou, Y. Yilmaz, A. O. Hero arXiv

"Sequential Maximum Margin Classifiers for Partially Labeled Data". E. Hou, A. O. Hero. 2018 IEEE International Conference on Acoustics, Speech and Signal Processing. arXiv IEEE Xplore

"Latent Laplacian Maximum Entropy Discrimination for Detection of High-Utility Anomalies". E. Hou, K. Sricharan, A. O. Hero. IEEE Transactions on Information Forensics and Security (2018). arXiv IEEE Xplore

"Efficient Distributed Estimation of Inverse Covariance Matrices". J. Arroyo, E. Hou. 2016 IEEE Statistical Signal Processing Workshop (SSP). arXiv IEEE Xplore

"Online Diversion Detection in Nuclear Fuel Cycles via Multimodal Observations". Y. Yilmaz, E. Hou, A. O. Hero. ANS Advances in Nuclear Nonproliferation Technology and Policy Conference. arXiv

"Diversion Detection in Partially Observed Nuclear Fuel Cycle Networks". E. Hou, Y. Yilmaz, A. O. Hero. ANS Advances in Nuclear Nonproliferation Technology and Policy Conference. arXiv

Activities